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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1887625 | journals/csur/MagrofuocoRV22 | Two-dimensional Stroke Gesture Recognition: A Survey. | Nathan Magrofuoco, Paolo Roselli, Jean Vanderdonckt | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 155:1-155:36 | https://dblp.org/rec/journals/csur/MagrofuocoRV22 | https://doi.org/10.1145/3465400 | The expansion of touch-sensitive technologies, ranging from smartwatches to wall screens, triggered a wider use of gesture-based user interfaces and encouraged researchers to invent recognizers that are fast and accurate for end-users while being simple enough for practitioners. Since the pioneering work on two-dimensi... | @article{DBLP:journals/csur/MagrofuocoRV22,
author = {Nathan Magrofuoco and
Paolo Roselli and
Jean Vanderdonckt},
title = {Two-dimensional Stroke Gesture Recognition: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7},
pag... |
1887515 | journals/csur/AvolaCFFM21 | Ultrasound Medical Imaging Techniques: A Survey. | Danilo Avola, Luigi Cinque, Alessio Fagioli 0001, Gian Luca Foresti, Alessio Mecca | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 67:1-67:38 | https://dblp.org/rec/journals/csur/AvolaCFFM21 | https://doi.org/10.1145/3447243 | Ultrasound (US) imaging for medical purposes has been increasing in popularity over the years. The US technology has some valuable strengths, such as it is harmless, very cheap, and can provide real-time feedback. At the same time, it has also some drawbacks that the research in this field is trying to mitigate, such a... | @article{DBLP:journals/csur/AvolaCFFM21,
author = {Danilo Avola and
Luigi Cinque and
Alessio Fagioli 0001 and
Gian Luca Foresti and
Alessio Mecca},
title = {Ultrasound Medical Imaging Techniques: A Survey.},
journal = {ACM C... |
1887598 | journals/csur/KabirKMRNB21 | Uncertainty-aware Decisions in Cloud Computing: Foundations and Future Directions. | Hussain Mohammed Dipu Kabir, Abbas Khosravi, Subrota Kumar Mondal, Mustaneer Rahman, Saeid Nahavandi, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 74:1-74:30 | https://dblp.org/rec/journals/csur/KabirKMRNB21 | https://doi.org/10.1145/3447583 | The rapid growth of the cloud industry has increased challenges in the proper governance of the cloud infrastructure. Many intelligent systems have been developing, considering uncertainties in the cloud. Intelligent approaches with the consideration of uncertainties bring optimal management with higher profitability. ... | @article{DBLP:journals/csur/KabirKMRNB21,
author = {Hussain Mohammed Dipu Kabir and
Abbas Khosravi and
Subrota Kumar Mondal and
Mustaneer Rahman and
Saeid Nahavandi and
Rajkumar Buyya},
title = {Uncertainty-aware ... |
1887570 | journals/csur/GharibshahZ21 | User Response Prediction in Online Advertising. | Zhabiz Gharibshah, Xingquan Zhu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 64:1-64:43 | https://dblp.org/rec/journals/csur/GharibshahZ21 | https://doi.org/10.1145/3446662 | Online advertising, as a vast market, has gained significant attention in various platforms ranging from search engines, third-party websites, social media, and mobile apps. The prosperity of online campaigns is a challenge in online marketing and is usually evaluated by user response through different metrics, such as... | @article{DBLP:journals/csur/GharibshahZ21,
author = {Zhabiz Gharibshah and
Xingquan Zhu 0001},
title = {User Response Prediction in Online Advertising.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages = {64:1--64:43},
year =... |
1887528 | journals/csur/BoukercheM21 | Vision-based Autonomous Vehicle Recognition: A New Challenge for Deep Learning-based Systems. | Azzedine Boukerche, Xiren Ma | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 84:1-84:37 | https://dblp.org/rec/journals/csur/BoukercheM21 | https://doi.org/10.1145/3447866 | Vision-based Automated Vehicle Recognition (VAVR) has attracted considerable attention recently. Particularly given the reliance on emerging deep learning methods, which have powerful feature extraction and pattern learning abilities, vehicle recognition has made significant progress. VAVR is an essential part of Intel... | @article{DBLP:journals/csur/BoukercheM21,
author = {Azzedine Boukerche and
Xiren Ma},
title = {Vision-based Autonomous Vehicle Recognition: A New Challenge for Deep Learning-based Systems.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages ... |
1887580 | journals/csur/HassaninKT21 | Visual Affordance and Function Understanding: A Survey. | Mohammed Hassanin, Salman H. Khan 0001, Murat Tahtali | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 47:1-47:35 | https://dblp.org/rec/journals/csur/HassaninKT21 | https://doi.org/10.1145/3446370 | Nowadays, robots are dominating the manufacturing, entertainment, and healthcare industries. Robot vision aims to equip robots with the capabilities to discover information, understand it, and interact with the environment, which require an agent to effectively understand object affordances and functions in complex vis... | @article{DBLP:journals/csur/HassaninKT21,
author = {Mohammed Hassanin and
Salman H. Khan 0001 and
Murat Tahtali},
title = {Visual Affordance and Function Understanding: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
p... |
1887691 | journals/csur/SeabornMPO21 | Voice in Human-Agent Interaction: A Survey. | Katie Seaborn, Norihisa P. Miyake, Peter Pennefather, Mihoko Otake-Matsuura | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 81:1-81:43 | https://dblp.org/rec/journals/csur/SeabornMPO21 | https://doi.org/10.1145/3386867 | Social robots, conversational agents, voice assistants, and other embodied AI are increasingly a feature of everyday life. What connects these various types of intelligent agents is their ability to interact with people through voice. Voice is becoming an essential modality of embodiment, communication, and interaction... | @article{DBLP:journals/csur/SeabornMPO21,
author = {Katie Seaborn and
Norihisa P. Miyake and
Peter Pennefather and
Mihoko Otake-Matsuura},
title = {Voice in Human-Agent Interaction: A Survey.},
journal = {ACM Comput. Surv.},
volume = ... |
1887719 | journals/csur/XieCBWXWCXCZT22 | Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap. | Lingxi Xie, Xin Chen 0033, Kaifeng Bi, Longhui Wei, Yuhui Xu 0002, Lanfei Wang, Zhengsu Chen, An Xiao, Jianlong Chang, Xiaopeng Zhang 0008, Qi Tian 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 183:1-183:37 | https://dblp.org/rec/journals/csur/XieCBWXWCXCZT22 | https://doi.org/10.1145/3473330 | Neural architecture search (NAS) has attracted increasing attention. In recent years, individual search methods have been replaced by weight-sharing search methods for higher search efficiency, but the latter methods often suffer lower instability. This article provides a literature review on these methods and owes thi... | @article{DBLP:journals/csur/XieCBWXWCXCZT22,
author = {Lingxi Xie and
Xin Chen 0033 and
Kaifeng Bi and
Longhui Wei and
Yuhui Xu 0002 and
Lanfei Wang and
Zhengsu Chen and
An Xiao and
... |
1887614 | journals/csur/LiuDSRFL21 | When Machine Learning Meets Privacy: A Survey and Outlook. | Bo Liu 0001, Ming Ding 0001, Sina Shaham, Wenny Rahayu, Farhad Farokhi, Zihuai Lin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 31:1-31:36 | https://dblp.org/rec/journals/csur/LiuDSRFL21 | https://doi.org/10.1145/3436755 | The newly emerged machine learning (e.g., deep learning) methods have become a strong driving force to revolutionize a wide range of industries, such as smart healthcare, financial technology, and surveillance systems. Meanwhile, privacy has emerged as a big concern in this machine learning-based artificial intelligenc... | @article{DBLP:journals/csur/LiuDSRFL21,
author = {Bo Liu 0001 and
Ming Ding 0001 and
Sina Shaham and
Wenny Rahayu and
Farhad Farokhi and
Zihuai Lin},
title = {When Machine Learning Meets Privacy: A Survey and Outl... |
1887552 | journals/csur/CunninghamD21 | k-Nearest Neighbour Classifiers - A Tutorial. | Pádraig Cunningham, Sarah Jane Delany | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 128:1-128:25 | https://dblp.org/rec/journals/csur/CunninghamD21 | https://doi.org/10.1145/3459665 | Perhaps the most straightforward classifier in the arsenal or Machine Learning techniques is the Nearest Neighbour Classifier—classification is achieved by identifying the nearest neighbours to a query example and using those neighbours to determine the class of the query. This approach to classification is of particul... | @article{DBLP:journals/csur/CunninghamD21,
author = {Pádraig Cunningham and
Sarah Jane Delany},
title = {k-Nearest Neighbour Classifiers - A Tutorial.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {6},
pages = {128:1--128:25},
year ... |
1360053 | journals/csur/SilveiraPMJ23 | 3D Scene Geometry Estimation from 360° Imagery: A Survey. | Thiago L. T. da Silveira, Paulo G. L. Pinto, Jeffri Murrugarra-Llerena, Cláudio R. Jung | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 68:1-68:39 | https://dblp.org/rec/journals/csur/SilveiraPMJ23 | https://doi.org/10.1145/3519021 | This article provides a comprehensive survey on pioneer and state-of-the-art 3D scene geometry estimation methodologies based on single, two, or multiple images captured under omnidirectional optics. We first revisit the basic concepts of the spherical camera model and review the most common acquisition technologies an... | @article{DBLP:journals/csur/SilveiraPMJ23,
author = {Thiago L. T. da Silveira and
Paulo G. L. Pinto and
Jeffri Murrugarra-Llerena and
Cláudio R. Jung},
title = {3D Scene Geometry Estimation from 360° Imagery: A Survey.},
journal = {ACM Comput... |
1359955 | journals/csur/LiZM23 | A Brief Overview of Universal Sentence Representation Methods: A Linguistic View. | Ruiqi Li, Xiang Zhao 0002, Marie-Francine Moens | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 56:1-56:42 | https://dblp.org/rec/journals/csur/LiZM23 | https://doi.org/10.1145/3482853 | How to transfer the semantic information in a sentence to a computable numerical embedding form is a fundamental problem in natural language processing. An informative universal sentence embedding can greatly promote subsequent natural language processing tasks. However, unlike universal word embeddings, a widely accep... | @article{DBLP:journals/csur/LiZM23,
author = {Ruiqi Li and
Xiang Zhao 0002 and
Marie-Francine Moens},
title = {A Brief Overview of Universal Sentence Representation Methods: A Linguistic View.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1359855 | journals/csur/CunhaVFR0G23 | A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. | Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha 0001, Marcos André Gonçalves | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 265:1-265:52 | https://dblp.org/rec/journals/csur/CunhaVFR0G23 | https://doi.org/10.1145/3582000 | Progress in natural language processing has been dictated by the rule of more: more data, more computing power, more complexity, best exemplified by deep learning Transformers. However, training (or fine-tuning) large dense models for specific applications usually requires significant amounts of computing resources. On... | @article{DBLP:journals/csur/CunhaVFR0G23,
author = {Washington Cunha and
Felipe Viegas and
Celso França and
Thierson Rosa and
Leonardo Rocha 0001 and
Marcos André Gonçalves},
title = {A Comparative Survey of Insta... |
1359850 | journals/csur/CiccozziAALMM23 | A Comprehensive Exploration of Languages for Parallel Computing. | Federico Ciccozzi, Lorenzo Addazi, Sara Abbaspour Asadollah, Björn Lisper, Abu Naser Masud, Saad Mubeen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 24:1-24:39 | https://dblp.org/rec/journals/csur/CiccozziAALMM23 | https://doi.org/10.1145/3485008 | Software-intensive systems in most domains, from autonomous vehicles to health, are becoming predominantly parallel to efficiently manage large amount of data in short (even real-) time. There is an incredibly rich literature on languages for parallel computing, thus it is difficult for researchers and practitioners, e... | @article{DBLP:journals/csur/CiccozziAALMM23,
author = {Federico Ciccozzi and
Lorenzo Addazi and
Sara Abbaspour Asadollah and
Björn Lisper and
Abu Naser Masud and
Saad Mubeen},
title = {A Comprehensive Exploration ... |
1360051 | journals/csur/SharmaM23 | A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data. | Shallu Sharma, Pravat Kumar Mandal | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 43:1-43:44 | https://dblp.org/rec/journals/csur/SharmaM23 | https://doi.org/10.1145/3492865 | Alzheimer's Disease (AD) is a devastating neurodegenerative brain disorder with no cure. An early identification helps patients with AD sustain a normal living. We have outlined machine learning (ML) methodologies with different schemes of feature extraction to synergize complementary and correlated characteristics of ... | @article{DBLP:journals/csur/SharmaM23,
author = {Shallu Sharma and
Pravat Kumar Mandal},
title = {A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data.},
journal = {ACM Comput. Surv.},
volume = {55},... |
1359974 | journals/csur/MartinezPR23 | A Comprehensive Review of the State-of-the-Art on Security and Privacy Issues in Healthcare. | Antonio López Martínez, Manuel Gil Pérez, Antonio Ruiz-Martínez | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 249:1-249:38 | https://dblp.org/rec/journals/csur/MartinezPR23 | https://doi.org/10.1145/3571156 | Currently, healthcare is critical environment in our society, which attracts attention to malicious activities and has caused an important number of damaging attacks. In parallel, the recent advancements in technologies, computing systems, and wireless communications are changing healthcare environment by adding differ... | @article{DBLP:journals/csur/MartinezPR23,
author = {Antonio López Martínez and
Manuel Gil Pérez and
Antonio Ruiz-Martínez},
title = {A Comprehensive Review of the State-of-the-Art on Security and Privacy Issues in Healthcare.},
journal = {ACM Comput. Surv.},
... |
1360072 | journals/csur/UllahOUMHB23 | A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos. | Fath U Min Ullah, Mohammad S. Obaidat, Amin Ullah, Khan Muhammad 0001, Mohammad Hijji, Sung Wook Baik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 200:1-200:44 | https://dblp.org/rec/journals/csur/UllahOUMHB23 | https://doi.org/10.1145/3561971 | Recent advancements in intelligent surveillance systems for video analysis have been a topic of great interest in the research community due to the vast number of applications to monitor humans’ activities. The growing demand for these systems aims towards automatic violence detection (VD) systems enhancing and comfort... | @article{DBLP:journals/csur/UllahOUMHB23,
author = {Fath U Min Ullah and
Mohammad S. Obaidat and
Amin Ullah and
Khan Muhammad 0001 and
Mohammad Hijji and
Sung Wook Baik},
title = {A Comprehensive Review on Vision-... |
1359892 | journals/csur/GuiC0R00CT23 | A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning. | Jie Gui, Xiaofeng Cong, Yuan Cao 0005, Wenqi Ren, Jun Zhang 0011, Jing Zhang 0037, Jiuxin Cao, Dacheng Tao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 279:1-279:37 | https://dblp.org/rec/journals/csur/GuiC0R00CT23 | https://doi.org/10.1145/3576918 | With the development of convolutional neural networks, hundreds of deep learning–based dehazing methods have been proposed. In this article, we provide a comprehensive survey on supervised, semi-supervised, and unsupervised single image dehazing. We first discuss the physical model, datasets, network modules, loss func... | @article{DBLP:journals/csur/GuiC0R00CT23,
author = {Jie Gui and
Xiaofeng Cong and
Yuan Cao 0005 and
Wenqi Ren and
Jun Zhang 0011 and
Jing Zhang 0037 and
Jiuxin Cao and
Dacheng Tao},
ti... |
1360059 | journals/csur/Song0CMS23 | A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities. | Yisheng Song 0003, Ting Wang 0001, Puyu Cai, Subrota K. Mondal, Jyoti Prakash Sahoo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 271:1-271:40 | https://dblp.org/rec/journals/csur/Song0CMS23 | https://doi.org/10.1145/3582688 | Few-shot learning (FSL) has emerged as an effective learning method and shows great potential. Despite the recent creative works in tackling FSL tasks, learning valid information rapidly from just a few or even zero samples remains a serious challenge. In this context, we extensively investigated 200+ FSL papers publis... | @article{DBLP:journals/csur/Song0CMS23,
author = {Yisheng Song 0003 and
Ting Wang 0001 and
Puyu Cai and
Subrota K. Mondal and
Jyoti Prakash Sahoo},
title = {A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Chal... |
1359790 | journals/csur/AdhikariJZHRAK23 | A Comprehensive Survey on Imputation of Missing Data in Internet of Things. | Deepak Adhikari, Wei Jiang 0016, Jinyu Zhan, Zhiyuan He 0001, Danda B. Rawat, Uwe Aickelin, Hadi Akbarzade Khorshidi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 133:1-133:38 | https://dblp.org/rec/journals/csur/AdhikariJZHRAK23 | https://doi.org/10.1145/3533381 | The Internet of Things (IoT) is enabled by the latest developments in smart sensors, communication technologies, and Internet protocols with broad applications. Collecting data from IoT and generating information from these data become tedious tasks in real-life applications when missing data are encountered in dataset... | @article{DBLP:journals/csur/AdhikariJZHRAK23,
author = {Deepak Adhikari and
Wei Jiang 0016 and
Jinyu Zhan and
Zhiyuan He 0001 and
Danda B. Rawat and
Uwe Aickelin and
Hadi Akbarzade Khorshidi},
title ... |
1359901 | journals/csur/HazraAAS23 | A Comprehensive Survey on Interoperability for IIoT: Taxonomy, Standards, and Future Directions. | Abhishek Hazra, Mainak Adhikari, Tarachand Amgoth, Satish Narayana Srirama | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 9:1-9:35 | https://dblp.org/rec/journals/csur/HazraAAS23 | https://doi.org/10.1145/3485130 | In the era of Industry 4.0, the Internet-of-Things (IoT) performs the driving position analogous to the initial industrial metamorphosis. IoT affords the potential to couple machine-to-machine intercommunication and real-time information-gathering within the industry domain. Hence, the enactment of IoT in the industry ... | @article{DBLP:journals/csur/HazraAAS23,
author = {Abhishek Hazra and
Mainak Adhikari and
Tarachand Amgoth and
Satish Narayana Srirama},
title = {A Comprehensive Survey on Interoperability for IIoT: Taxonomy, Standards, and Future Directions.},
jou... |
1360068 | journals/csur/TianCLY23 | A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. | Zhiyi Tian, Lei Cui 0006, Jie Liang 0004, Shui Yu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 166:1-166:35 | https://dblp.org/rec/journals/csur/TianCLY23 | https://doi.org/10.1145/3551636 | The prosperity of machine learning has been accompanied by increasing attacks on the training process. Among them, poisoning attacks have become an emerging threat during model training. Poisoning attacks have profound impacts on the target models, e.g., making them unable to converge or manipulating their prediction r... | @article{DBLP:journals/csur/TianCLY23,
author = {Zhiyi Tian and
Lei Cui 0006 and
Jie Liang 0004 and
Shui Yu 0001},
title = {A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning.},
journal = {ACM Comput. Surv.},
... |
1359989 | journals/csur/NguyenN23 | A Comprehensive Taxonomy of Dynamic Texture Representation. | Thanh Tuan Nguyen 0001, Thanh Phuong Nguyen 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 23:1-23:39 | https://dblp.org/rec/journals/csur/NguyenN23 | https://doi.org/10.1145/3487892 | Representing dynamic textures (DTs) plays an important role in many real implementations in the computer vision community. Due to the turbulent and non-directional motions of DTs along with the negative impacts of different factors (e.g., environmental changes, noise, illumination, etc.), efficiently analyzing DTs has ... | @article{DBLP:journals/csur/NguyenN23,
author = {Thanh Tuan Nguyen 0001 and
Thanh Phuong Nguyen 0001},
title = {A Comprehensive Taxonomy of Dynamic Texture Representation.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pages = {23:1--23:3... |
1359821 | journals/csur/Blanco-Justicia23 | A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. | Alberto Blanco-Justicia, David Sánchez 0001, Josep Domingo-Ferrer, Krishnamurty Muralidhar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 160:1-160:16 | https://dblp.org/rec/journals/csur/Blanco-Justicia23 | https://doi.org/10.1145/3547139 | . We show that, driven by the aim of preserving the accuracy of the learned models, DP-based ML implementations are so loose that they do not offer the ex ante privacy guarantees of DP. Instead, what they deliver is basically noise addition similar to the traditional (and often criticized) statistical disclosure contro... | @article{DBLP:journals/csur/Blanco-Justicia23,
author = {Alberto Blanco-Justicia and
David Sánchez 0001 and
Josep Domingo-Ferrer and
Krishnamurty Muralidhar},
title = {A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Lear... |
1359975 | journals/csur/MassoliVAF23 | A Leap among Quantum Computing and Quantum Neural Networks: A Survey. | Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato 0001, Fabrizio Falchi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 98:1-98:37 | https://dblp.org/rec/journals/csur/MassoliVAF23 | https://doi.org/10.1145/3529756 | In recent years, Quantum Computing witnessed massive improvements in terms of available resources and algorithms development. The ability to harness quantum phenomena to solve computational problems is a long-standing dream that has drawn the scientific community’s interest since the late ’80s. In such a context, we pr... | @article{DBLP:journals/csur/MassoliVAF23,
author = {Fabio Valerio Massoli and
Lucia Vadicamo and
Giuseppe Amato 0001 and
Fabrizio Falchi},
title = {A Leap among Quantum Computing and Quantum Neural Networks: A Survey.},
journal = {ACM Comput.... |
1359993 | journals/csur/NurgalievaFD23 | A Narrative Review of Factors Affecting the Implementation of Privacy and Security Practices in Software Development. | Leysan Nurgalieva, Alisa Frik, Gavin Doherty | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 320:1-320:27 | https://dblp.org/rec/journals/csur/NurgalievaFD23 | https://doi.org/10.1145/3589951 | Privacy and security are complex topics, raising a variety of considerations and requirements that can be challenging to implement in software development. Determining the security and privacy related factors that have an influence on software systems development and deployment project outcomes has been the focus of ex... | @article{DBLP:journals/csur/NurgalievaFD23,
author = {Leysan Nurgalieva and
Alisa Frik and
Gavin Doherty},
title = {A Narrative Review of Factors Affecting the Implementation of Privacy and Security Practices in Software Development.},
journal = {ACM Comput. S... |
1359873 | journals/csur/FournierCA23 | A Practical Survey on Faster and Lighter Transformers. | Quentin Fournier, Gaétan Marceau Caron, Daniel Aloise | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 304:1-304:40 | https://dblp.org/rec/journals/csur/FournierCA23 | https://doi.org/10.1145/3586074 | Recurrent neural networks are effective models to process sequences. However, they are unable to learn long-term dependencies because of their inherent sequential nature. As a solution, Vaswani et al. introduced the Transformer, a model solely based on the attention mechanism that is able to relate any two positions of... | @article{DBLP:journals/csur/FournierCA23,
author = {Quentin Fournier and
Gaétan Marceau Caron and
Daniel Aloise},
title = {A Practical Survey on Faster and Lighter Transformers.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
... |
1360027 | journals/csur/RethmeierA23 | A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives. | Nils Rethmeier, Isabelle Augenstein | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 203:1-203:17 | https://dblp.org/rec/journals/csur/RethmeierA23 | https://doi.org/10.1145/3561970 | Modern natural language processing (NLP) methods employ self-supervised pretraining objectives such as masked language modeling to boost the performance of various downstream tasks. These pretraining methods are frequently extended with recurrence, adversarial, or linguistic property masking. Recently, contrastive self... | @article{DBLP:journals/csur/RethmeierA23,
author = {Nils Rethmeier and
Isabelle Augenstein},
title = {A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives.},
journal = {ACM Comput. Surv.},
volume = {55},
number =... |
1359798 | journals/csur/AlemanyVG23 | A Review of Privacy Decision-making Mechanisms in Online Social Networks. | José Alemany, Elena del Val, Ana García-Fornes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 37:1-37:32 | https://dblp.org/rec/journals/csur/AlemanyVG23 | https://doi.org/10.1145/3494067 | Personal information of online social networks (OSNs) is governed by the privacy policies chosen by users besides OSN’s policies. Users make these decisions using privacy mechanisms, but privacy problems and regrets are daily reported. This article reviews current privacy mechanisms and solutions. For this, we analyze ... | @article{DBLP:journals/csur/AlemanyVG23,
author = {José Alemany and
Elena del Val and
Ana García-Fornes},
title = {A Review of Privacy Decision-making Mechanisms in Online Social Networks.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1359792 | journals/csur/AhmadDUB23 | A Review on C3I Systems' Security: Vulnerabilities, Attacks, and Countermeasures. | Hussain Ahmad, Isuru Dharmadasa, Faheem Ullah, Muhammad Ali Babar 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 192:1-192:38 | https://dblp.org/rec/journals/csur/AhmadDUB23 | https://doi.org/10.1145/3558001 | Command, Control, Communication, and Intelligence (C3I) systems are increasingly used in critical civil and military domains for achieving information superiority, operational efficacy, and greater situational awareness. The critical civil and military domains include, but are not limited to, battlefield, healthcare, t... | @article{DBLP:journals/csur/AhmadDUB23,
author = {Hussain Ahmad and
Isuru Dharmadasa and
Faheem Ullah and
Muhammad Ali Babar 0001},
title = {A Review on C3I Systems' Security: Vulnerabilities, Attacks, and Countermeasures.},
journal = {ACM Co... |
1359815 | journals/csur/BekoulisPD23 | A Review on Fact Extraction and Verification. | Giannis Bekoulis, Christina Papagiannopoulou, Nikos Deligiannis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 12:1-12:35 | https://dblp.org/rec/journals/csur/BekoulisPD23 | https://doi.org/10.1145/3485127 | We study the fact-checking problem, which aims to identify the veracity of a given claim. Specifically, we focus on the task of Fact Extraction and VERification (FEVER) and its accompanied dataset. The task consists of the subtasks of retrieving the relevant documents (and sentences) from Wikipedia and validating wheth... | @article{DBLP:journals/csur/BekoulisPD23,
author = {Giannis Bekoulis and
Christina Papagiannopoulou and
Nikos Deligiannis},
title = {A Review on Fact Extraction and Verification.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
p... |
1360010 | journals/csur/PessachS23 | A Review on Fairness in Machine Learning. | Dana Pessach, Erez Shmueli | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 51:1-51:44 | https://dblp.org/rec/journals/csur/PessachS23 | https://doi.org/10.1145/3494672 | An increasing number of decisions regarding the daily lives of human beings are being controlled by artificial intelligence and machine learning (ML) algorithms in spheres ranging from healthcare, transportation, and education to college admissions, recruitment, provision of loans, and many more realms. Since they now ... | @article{DBLP:journals/csur/PessachS23,
author = {Dana Pessach and
Erez Shmueli},
title = {A Review on Fairness in Machine Learning.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pages = {51:1--51:44},
year = {2023},
url ... |
1359874 | journals/csur/FulciniCAT23 | A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing. | Tommaso Fulcini, Riccardo Coppola, Luca Ardito, Marco Torchiano | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 310:1-310:37 | https://dblp.org/rec/journals/csur/FulciniCAT23 | https://doi.org/10.1145/3582273 | Gamification is an established practice in Software Engineering to increase effectiveness and engagement in many practices. This manuscript provides a characterization of the application of gamification to the Software Testing area. Such practice in fact reportedly suffers from low engagement by both personnel in indus... | @article{DBLP:journals/csur/FulciniCAT23,
author = {Tommaso Fulcini and
Riccardo Coppola and
Luca Ardito and
Marco Torchiano},
title = {A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing.},
journal = {ACM Comp... |
1360033 | journals/csur/RugoAI23 | A Security Review in the UAVNet Era: Threats, Countermeasures, and Gap Analysis. | Alessio Rugo, Claudio A. Ardagna, Nabil El Ioini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 21:1-21:35 | https://dblp.org/rec/journals/csur/RugoAI23 | https://doi.org/10.1145/3485272 | Unmanned Aerial Vehicles (UAVs) are becoming one of the main technological supports for commercial applications, embracing many domains ranging from human safety to the medical field, agriculture and environment, multimedia production, and even commercial delivery. This rise in popularity, however, is causing an increa... | @article{DBLP:journals/csur/RugoAI23,
author = {Alessio Rugo and
Claudio A. Ardagna and
Nabil El Ioini},
title = {A Security Review in the UAVNet Era: Threats, Countermeasures, and Gap Analysis.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1359832 | journals/csur/CarnavaletO23 | A Survey and Analysis of TLS Interception Mechanisms and Motivations: Exploring how end-to-end TLS is made "end-to-me" for web traffic. | Xavier de Carné de Carnavalet, Paul C. van Oorschot | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 269:1-269:40 | https://dblp.org/rec/journals/csur/CarnavaletO23 | https://doi.org/10.1145/3580522 | TLS is an end-to-end protocol designed to provide confidentiality and integrity guarantees that improve end-user security and privacy. While TLS helps defend against pervasive surveillance of intercepted unencrypted traffic, it also hinders several common beneficial operations typically performed by middleboxes on the ... | @article{DBLP:journals/csur/CarnavaletO23,
author = {Xavier de Carné de Carnavalet and
Paul C. van Oorschot},
title = {A Survey and Analysis of TLS Interception Mechanisms and Motivations: Exploring how end-to-end TLS is made "end-to-me" for web traffic.},
journal = {ACM Comput... |
1359876 | journals/csur/GanapathiAPVW23 | A Survey of 3D Ear Recognition Techniques. | Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Surya Prakash 0001, Ngoc-Son Vu, Naoufel Werghi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 204:1-204:36 | https://dblp.org/rec/journals/csur/GanapathiAPVW23 | https://doi.org/10.1145/3560884 | Human recognition with biometrics is a rapidly emerging area of computer vision. Compared to other well-known biometric features such as the face, fingerprint, iris, and palmprint, the ear has recently received considerable research attention. The ear recognition system accepts 2D or 3D images as input. Since pose, ill... | @article{DBLP:journals/csur/GanapathiAPVW23,
author = {Iyyakutti Iyappan Ganapathi and
Syed Sadaf Ali and
Surya Prakash 0001 and
Ngoc-Son Vu and
Naoufel Werghi},
title = {A Survey of 3D Ear Recognition Techniques.},
journal ... |
1359863 | journals/csur/DingC0ZF023 | A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning. | Jiepin Ding, Mingsong Chen 0001, Ting Wang 0001, Junlong Zhou, Xin Fu 0001, Keqin Li 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 307:1-307:36 | https://dblp.org/rec/journals/csur/DingC0ZF023 | https://doi.org/10.1145/3590163 | As one of the most complex parts in manufacturing systems, scheduling plays an important role in the efficient allocation of resources to meet individual customization requirements. However, due to the uncertain disruptions (e.g., task arrival time, service breakdown duration) of manufacturing processes, how to respond... | @article{DBLP:journals/csur/DingC0ZF023,
author = {Jiepin Ding and
Mingsong Chen 0001 and
Ting Wang 0001 and
Junlong Zhou and
Xin Fu 0001 and
Keqin Li 0001},
title = {A Survey of AI-enabled Dynamic Manufacturing S... |
1359889 | journals/csur/GoyalDKR23 | A Survey of Adversarial Defenses and Robustness in NLP. | Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 332:1-332:39 | https://dblp.org/rec/journals/csur/GoyalDKR23 | https://doi.org/10.1145/3593042 | In the past few years, it has become increasingly evident that deep neural networks are not resilient enough to withstand adversarial perturbations in input data, leaving them vulnerable to attack. Various authors have proposed strong adversarial attacks for computer vision and Natural Language Processing (NLP) tasks. ... | @article{DBLP:journals/csur/GoyalDKR23,
author = {Shreya Goyal and
Sumanth Doddapaneni and
Mitesh M. Khapra and
Balaraman Ravindran},
title = {A Survey of Adversarial Defenses and Robustness in NLP.},
journal = {ACM Comput. Surv.},
volume ... |
1359930 | journals/csur/KarimiBSV23 | A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations. | Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 95:1-95:29 | https://dblp.org/rec/journals/csur/KarimiBSV23 | https://doi.org/10.1145/3527848 | Machine learning is increasingly used to inform decision making in sensitive situations where decisions have consequential effects on individuals’ lives. In these settings, in addition to requiring models to be accurate and robust, socially relevant values such as fairness, privacy, accountability, and explainability p... | @article{DBLP:journals/csur/KarimiBSV23,
author = {Amir-Hossein Karimi and
Gilles Barthe and
Bernhard Schölkopf and
Isabel Valera},
title = {A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations.},
journal ... |
1359870 | journals/csur/FernandesSRB23 | A Survey of Approaches to Unobtrusive Sensing of Humans. | José Marcelo Fernandes, Jorge Sá Silva, André Rodrigues 0001, Fernando Boavida | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 41:1-41:28 | https://dblp.org/rec/journals/csur/FernandesSRB23 | https://doi.org/10.1145/3491208 | The increasing amount of human-related and/or human-originated data in current systems is both an opportunity and a challenge. Nevertheless, despite relying on the processing of large amounts of data, most of the so-called smart systems that we have nowadays merely consider humans as sources of data, not as system bene... | @article{DBLP:journals/csur/FernandesSRB23,
author = {José Marcelo Fernandes and
Jorge Sá Silva and
André Rodrigues 0001 and
Fernando Boavida},
title = {A Survey of Approaches to Unobtrusive Sensing of Humans.},
journal = {ACM Comput. Surv.},... |
1359801 | journals/csur/AlrabaeeDW23 | A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features. | Saed Alrabaee, Mourad Debbabi, Lingyu Wang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 19:1-19:41 | https://dblp.org/rec/journals/csur/AlrabaeeDW23 | https://doi.org/10.1145/3486860 | Binary code fingerprinting is crucial in many security applications. Examples include malware detection, software infringement, vulnerability analysis, and digital forensics. It is also useful for security researchers and reverse engineers since it enables high fidelity reasoning about the binary code such as revealing... | @article{DBLP:journals/csur/AlrabaeeDW23,
author = {Saed Alrabaee and
Mourad Debbabi and
Lingyu Wang 0001},
title = {A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features.},
journal = {ACM Comput. Surv.},
volume = {55... |
1359783 | journals/csur/00310J23 | A Survey of Blockchain Consensus Protocols. | Jie Xu 0031, Cong Wang 0001, Xiaohua Jia | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 278:1-278:35 | https://dblp.org/rec/journals/csur/00310J23 | https://doi.org/10.1145/3579845 | Blockchain consensus protocols have been a focus of attention since the advent of Bitcoin. Although classic distributed consensus algorithms made significant contributions to the development of blockchain consensus protocols, there are still many issues to be resolved due to the complexity and diversity of the blockcha... | @article{DBLP:journals/csur/00310J23,
author = {Jie Xu 0031 and
Cong Wang 0001 and
Xiaohua Jia},
title = {A Survey of Blockchain Consensus Protocols.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {278:1--278:3... |
1360035 | journals/csur/SaiMK23 | A Survey of Evaluation Metrics Used for NLG Systems. | Ananya B. Sai, Akash Kumar Mohankumar, Mitesh M. Khapra | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 26:1-26:39 | https://dblp.org/rec/journals/csur/SaiMK23 | https://doi.org/10.1145/3485766 | In the last few years, a large number of automatic evaluation metrics have been proposed for evaluating Natural Language Generation (NLG) systems. The rapid development and adoption of such automatic evaluation metrics in a relatively short time has created the need for a survey of these metrics. In this survey, we (i)... | @article{DBLP:journals/csur/SaiMK23,
author = {Ananya B. Sai and
Akash Kumar Mohankumar and
Mitesh M. Khapra},
title = {A Survey of Evaluation Metrics Used for NLG Systems.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pages ... |
1360090 | journals/csur/XiangW23 | A Survey of Implicit Discourse Relation Recognition. | Wei Xiang 0005, Bang Wang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 258:1-258:34 | https://dblp.org/rec/journals/csur/XiangW23 | https://doi.org/10.1145/3574134 | A discourse containing one or more sentences describes daily issues and events for people to communicate their thoughts and opinions. As sentences are normally consist of multiple text segments, correct understanding of the theme of a discourse should take into consideration of the relations in between text segments. A... | @article{DBLP:journals/csur/XiangW23,
author = {Wei Xiang 0005 and
Bang Wang 0001},
title = {A Survey of Implicit Discourse Relation Recognition.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {12},
pages = {258:1--258:34},
year = {2... |
1360083 | journals/csur/WeldHLPH23 | A Survey of Joint Intent Detection and Slot Filling Models in Natural Language Understanding. | Henry Weld, Xiaoqi Huang, Siqu Long, Josiah Poon, Soyeon Caren Han | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 156:1-156:38 | https://dblp.org/rec/journals/csur/WeldHLPH23 | https://doi.org/10.1145/3547138 | Intent classification, to identify the speaker’s intention, and slot filling, to label each token with a semantic type, are critical tasks in natural language understanding. Traditionally the two tasks have been addressed independently. More recently joint models that address the two tasks together have achieved state-... | @article{DBLP:journals/csur/WeldHLPH23,
author = {Henry Weld and
Xiaoqi Huang and
Siqu Long and
Josiah Poon and
Soyeon Caren Han},
title = {A Survey of Joint Intent Detection and Slot Filling Models in Natural Language Understandin... |
1360087 | journals/csur/WuX23 | A Survey of Machine Learning for Computer Architecture and Systems. | Nan Wu 0009, Yuan Xie 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 54:1-54:39 | https://dblp.org/rec/journals/csur/WuX23 | https://doi.org/10.1145/3494523 | It has been a long time that computer architecture and systems are optimized for efficient execution of machine learning (ML) models. Now, it is time to reconsider the relationship between ML and systems and let ML transform the way that computer architecture and systems are designed. This embraces a twofold meaning: i... | @article{DBLP:journals/csur/WuX23,
author = {Nan Wu 0009 and
Yuan Xie 0001},
title = {A Survey of Machine Learning for Computer Architecture and Systems.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pages = {54:1--54:39},
year ... |
1359864 | journals/csur/DongLGCLSY23 | A Survey of Natural Language Generation. | Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen 0001, Min Yang 0007 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 173:1-173:38 | https://dblp.org/rec/journals/csur/DongLGCLSY23 | https://doi.org/10.1145/3554727 | This article offers a comprehensive review of the research on Natural Language Generation (NLG) over the past two decades, especially in relation to data-to-text generation and text-to-text generation deep learning methods, as well as new applications of NLG technology. This survey aims to (a) give the latest synthesis... | @article{DBLP:journals/csur/DongLGCLSY23,
author = {Chenhe Dong and
Yinghui Li and
Haifan Gong and
Miaoxin Chen and
Junxin Li and
Ying Shen 0001 and
Min Yang 0007},
title = {A Survey of Natural L... |
1360015 | journals/csur/QiZWZC23 | A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation. | Shuren Qi, Yushu Zhang 0001, Chao Wang 0028, Jiantao Zhou 0001, Xiaochun Cao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 1:1-1:35 | https://dblp.org/rec/journals/csur/QiZWZC23 | https://doi.org/10.1145/3479428 | Image representation is an important topic in computer vision and pattern recognition. It plays a fundamental role in a range of applications toward understanding visual contents. Moment-based image representation has been reported to be effective in satisfying the core conditions of semantic description due to its ben... | @article{DBLP:journals/csur/QiZWZC23,
author = {Shuren Qi and
Yushu Zhang 0001 and
Chao Wang 0028 and
Jiantao Zhou 0001 and
Xiaochun Cao},
title = {A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, an... |
1359860 | journals/csur/DengXLHLL23 | A Survey of Real-Time Ethernet Modeling and Design Methodologies: From AVB to TSN. | Libing Deng, Guoqi Xie, Hong Liu 0006, Yunbo Han, Renfa Li, Keqin Li 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 31:1-31:36 | https://dblp.org/rec/journals/csur/DengXLHLL23 | https://doi.org/10.1145/3487330 | With the development of real-time critical systems, the ever-increasing communication data traffic puts forward high-bandwidth and low-delay requirements for communication networks. Therefore, various real-time Ethernet protocols have been proposed, but these protocols are not compatible with each other. The IEEE 802.1... | @article{DBLP:journals/csur/DengXLHLL23,
author = {Libing Deng and
Guoqi Xie and
Hong Liu 0006 and
Yunbo Han and
Renfa Li and
Keqin Li 0001},
title = {A Survey of Real-Time Ethernet Modeling and Design Methodologi... |
1359854 | journals/csur/CuiLLWC23 | A Survey of Sampling Method for Social Media Embeddedness Relationship. | Yingan Cui, Xue Li, Junhuai Li, Huaijun Wang, Xiaogang Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 74:1-74:39 | https://dblp.org/rec/journals/csur/CuiLLWC23 | https://doi.org/10.1145/3524105 | Social media embeddedness relationships consist of online social networks formed by self-organized individual actors and significantly affect many aspects of our lives. Since the high cost and inefficiency of using population networks generated by social media embeddedness relationships to study practical issues, sampl... | @article{DBLP:journals/csur/CuiLLWC23,
author = {Yingan Cui and
Xue Li and
Junhuai Li and
Huaijun Wang and
Xiaogang Chen},
title = {A Survey of Sampling Method for Social Media Embeddedness Relationship.},
journal = {ACM Com... |
1360098 | journals/csur/YoshizawaSMDTHP23 | A Survey of Security and Privacy Issues in V2X Communication Systems. | Takahito Yoshizawa, Dave Singelée, Jan Tobias Mühlberg, Stéphane Delbruel, Amir Taherkordi, Danny Hughes 0001, Bart Preneel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 185:1-185:36 | https://dblp.org/rec/journals/csur/YoshizawaSMDTHP23 | https://doi.org/10.1145/3558052 | Vehicle-to-Everything (V2X) communication is receiving growing attention from industry and academia as multiple pilot projects explore its capabilities and feasibility. With about 50% of global road vehicle exports coming from the European Union (EU), and within the context of EU legislation around security and data pr... | @article{DBLP:journals/csur/YoshizawaSMDTHP23,
author = {Takahito Yoshizawa and
Dave Singelée and
Jan Tobias Mühlberg and
Stéphane Delbruel and
Amir Taherkordi and
Danny Hughes 0001 and
Bart Preneel},
t... |
1360036 | journals/csur/SainiS23 | A Survey of Threats to Research Literature-dependent Medical AI Solutions. | Shalini Saini, Nitesh Saxena | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 315:1-315:26 | https://dblp.org/rec/journals/csur/SainiS23 | https://doi.org/10.1145/3592597 | Medical Artificial Intelligence (MedAI) harnesses the power of medical research through AI algorithms and vast data to address healthcare challenges. The security, integrity, and credibility of MedAI tools are paramount, because human lives are at stake. Predatory research, in a culture of “publish or perish,” is explo... | @article{DBLP:journals/csur/SainiS23,
author = {Shalini Saini and
Nitesh Saxena},
title = {A Survey of Threats to Research Literature-dependent Medical AI Solutions.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
pages = {315:1--315:26}... |
1360008 | journals/csur/PattnaikLN23 | A Survey of User Perspectives on Security and Privacy in a Home Networking Environment. | Nandita Pattnaik, Shujun Li, Jason R. C. Nurse | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 180:1-180:38 | https://dblp.org/rec/journals/csur/PattnaikLN23 | https://doi.org/10.1145/3558095 | The security and privacy of smart home systems, particularly from a home user’s perspective, have been a very active research area in recent years. However, via a meta-review of 52 review papers covering related topics (published between 2000 and 2021), this article shows a lack of a more recent literature review on us... | @article{DBLP:journals/csur/PattnaikLN23,
author = {Nandita Pattnaik and
Shujun Li and
Jason R. C. Nurse},
title = {A Survey of User Perspectives on Security and Privacy in a Home Networking Environment.},
journal = {ACM Comput. Surv.},
volume = {55},
... |
1359826 | journals/csur/BrauwersF23 | A Survey on Aspect-Based Sentiment Classification. | Gianni Brauwers, Flavius Frasincar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 65:1-65:37 | https://dblp.org/rec/journals/csur/BrauwersF23 | https://doi.org/10.1145/3503044 | With the constantly growing number of reviews and other sentiment-bearing texts on the Web, the demand for automatic sentiment analysis algorithms continues to expand. Aspect-based sentiment classification (ABSC) allows for the automatic extraction of highly fine-grained sentiment information from text documents or sen... | @article{DBLP:journals/csur/BrauwersF23,
author = {Gianni Brauwers and
Flavius Frasincar},
title = {A Survey on Aspect-Based Sentiment Classification.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {4},
pages = {65:1--65:37},
year = ... |
1359796 | journals/csur/AlavizadehJEAWC23 | A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. | Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 107:1-107:37 | https://dblp.org/rec/journals/csur/AlavizadehJEAWC23 | https://doi.org/10.1145/3530809 | Cyberspace is full of uncertainty in terms of advanced and sophisticated cyber threats that are equipped with novel approaches to learn the system and propagate themselves, such as AI-powered threats. To debilitate these types of threats, a modern and intelligent Cyber Situation Awareness (SA) system needs to be develo... | @article{DBLP:journals/csur/AlavizadehJEAWC23,
author = {Hooman Alavizadeh and
Julian Jang-Jaccard and
Simon Yusuf Enoch and
Harith Al-Sahaf and
Ian Welch and
Seyit Ahmet Çamtepe and
Dan Dongseong Kim},
... |
1359969 | journals/csur/LyuGS23 | A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques. | Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 162:1-162:28 | https://dblp.org/rec/journals/csur/LyuGS23 | https://doi.org/10.1145/3547331 | The domain name system (DNS) that maps alphabetic names to numeric Internet Protocol (IP) addresses plays a foundational role in Internet communications. By default, DNS queries and responses are exchanged in unencrypted plaintext, and hence, can be read and/or hijacked by third parties. To protect user privacy, the ne... | @article{DBLP:journals/csur/LyuGS23,
author = {Minzhao Lyu and
Hassan Habibi Gharakheili and
Vijay Sivaraman},
title = {A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques.},
journal = {ACM Comput. Surv.},
volume =... |
1359814 | journals/csur/BayerKR23 | A Survey on Data Augmentation for Text Classification. | Markus Bayer, Marc-André Kaufhold, Christian Reuter 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 146:1-146:39 | https://dblp.org/rec/journals/csur/BayerKR23 | https://doi.org/10.1145/3544558 | Data augmentation, the artificial creation of training data for machine learning by transformations, is a widely studied research field across machine learning disciplines. While it is useful for increasing a model's generalization capabilities, it can also address many other challenges and problems, from overcoming a ... | @article{DBLP:journals/csur/BayerKR23,
author = {Markus Bayer and
Marc-André Kaufhold and
Christian Reuter 0001},
title = {A Survey on Data Augmentation for Text Classification.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {7},
pa... |
1360066 | journals/csur/TaoYWCJLJFSSCSL23 | A Survey on Data-driven COVID-19 and Future Pandemic Management. | Yudong Tao, Chuang Yang 0002, Tianyi Wang 0003, Erik Coltey, Yanxiu Jin, Yinghao Liu, Renhe Jiang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 141:1-141:36 | https://dblp.org/rec/journals/csur/TaoYWCJLJFSSCSL23 | https://doi.org/10.1145/3542818 | The COVID-19 pandemic has resulted in more than 440 million confirmed cases globally and almost 6 million reported deaths as of March 2022. Consequently, the world experienced grave repercussions to citizens’ lives, health, wellness, and the economy. In responding to such a disastrous global event, countermeasures are ... | @article{DBLP:journals/csur/TaoYWCJLJFSSCSL23,
author = {Yudong Tao and
Chuang Yang 0002 and
Tianyi Wang 0003 and
Erik Coltey and
Yanxiu Jin and
Yinghao Liu and
Renhe Jiang and
Zipei Fan... |
1359944 | journals/csur/LeCB23 | A Survey on Data-driven Software Vulnerability Assessment and Prioritization. | Triet Huynh Minh Le, Huaming Chen, Muhammad Ali Babar 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 100:1-100:39 | https://dblp.org/rec/journals/csur/LeCB23 | https://doi.org/10.1145/3529757 | Software Vulnerabilities (SVs) are increasing in complexity and scale, posing great security risks to many software systems. Given the limited resources in practice, SV assessment and prioritization help practitioners devise optimal SV mitigation plans based on various SV characteristics. The surges in SV data sources ... | @article{DBLP:journals/csur/LeCB23,
author = {Triet Huynh Minh Le and
Huaming Chen and
Muhammad Ali Babar 0001},
title = {A Survey on Data-driven Software Vulnerability Assessment and Prioritization.},
journal = {ACM Comput. Surv.},
volume = {55},
nu... |
1359966 | journals/csur/LucaBLP23 | A Survey on Deep Learning for Human Mobility. | Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 7:1-7:44 | https://dblp.org/rec/journals/csur/LucaBLP23 | https://doi.org/10.1145/3485125 | The study of human mobility is crucial due to its impact on several aspects of our society, such as disease spreading, urban planning, well-being, pollution, and more. The proliferation of digital mobility data, such as phone records, GPS traces, and social media posts, combined with the predictive power of artificial ... | @article{DBLP:journals/csur/LucaBLP23,
author = {Massimiliano Luca and
Gianni Barlacchi and
Bruno Lepri and
Luca Pappalardo},
title = {A Survey on Deep Learning for Human Mobility.},
journal = {ACM Comput. Surv.},
volume = {55},
num... |
1359960 | journals/csur/LiuL23 | A Survey on Dynamic Fuzzy Machine Learning. | Li Liu 0028, Fanzhang Li | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 149:1-149:42 | https://dblp.org/rec/journals/csur/LiuL23 | https://doi.org/10.1145/3544013 | Dynamic fuzzy characteristics are ubiquitous in a lot of scientific and engineering problems. Specifically, the physical systems and learning processes in machine learning are dynamic and fuzzy in general. This fact has driven researchers to integrate dynamic elements into fuzzy theory and proposed dynamic fuzzy sets a... | @article{DBLP:journals/csur/LiuL23,
author = {Li Liu 0028 and
Fanzhang Li},
title = {A Survey on Dynamic Fuzzy Machine Learning.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {7},
pages = {149:1--149:42},
year = {2023},
url ... |
1359812 | journals/csur/BarrosMVZ23 | A Survey on Embedding Dynamic Graphs. | Claudio Daniel Tenorio de Barros, Matheus R. F. Mendonça, Alex Borges Vieira, Artur Ziviani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 10:1-10:37 | https://dblp.org/rec/journals/csur/BarrosMVZ23 | https://doi.org/10.1145/3483595 | Embedding static graphs in low-dimensional vector spaces plays a key role in network analytics and inference, supporting applications like node classification, link prediction, and graph visualization. However, many real-world networks present dynamic behavior, including topological evolution, feature evolution, and di... | @article{DBLP:journals/csur/BarrosMVZ23,
author = {Claudio Daniel Tenorio de Barros and
Matheus R. F. Mendonça and
Alex Borges Vieira and
Artur Ziviani},
title = {A Survey on Embedding Dynamic Graphs.},
journal = {ACM Comput. Surv.},
volume... |
1360005 | journals/csur/ParkinsonK23 | A Survey on Empirical Security Analysis of Access-control Systems: A Real-world Perspective. | Simon Parkinson, Saad Khan 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 123:1-123:28 | https://dblp.org/rec/journals/csur/ParkinsonK23 | https://doi.org/10.1145/3533703 | There any many different access-control systems, yet a commonality is that they provide flexible mechanisms to enforce different access levels. Their importance in organisations to adequately restrict resources, coupled with their use in a dynamic environment, mandates the need to routinely perform policy analysis. The... | @article{DBLP:journals/csur/ParkinsonK23,
author = {Simon Parkinson and
Saad Khan 0001},
title = {A Survey on Empirical Security Analysis of Access-control Systems: A Real-world Perspective.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {6},
pages ... |
1359991 | journals/csur/NorambuenaM023 | A Survey on Event-Based News Narrative Extraction. | Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 300:1-300:39 | https://dblp.org/rec/journals/csur/NorambuenaM023 | https://doi.org/10.1145/3584741 | Narratives are fundamental to our understanding of the world, providing us with a natural structure for knowledge representation over time. Computational narrative extraction is a subfield of artificial intelligence that makes heavy use of information retrieval and natural language processing techniques. Despite the im... | @article{DBLP:journals/csur/NorambuenaM023,
author = {Brian Felipe Keith Norambuena and
Tanushree Mitra and
Chris North 0001},
title = {A Survey on Event-Based News Narrative Extraction.},
journal = {ACM Comput. Surv.},
volume = {55},
number = ... |
1359829 | journals/csur/BuserDEGKKLLPSSY23 | A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions. | Maxime Buser, Rafael Dowsley, Muhammed F. Esgin, Clémentine Gritti, Shabnam Kasra Kermanshahi, Veronika Kuchta, Jason T. LeGrow, Joseph K. Liu, Raphaël C.-W. Phan, Amin Sakzad, Ron Steinfeld, Jiangshan Yu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 251:1-251:32 | https://dblp.org/rec/journals/csur/BuserDEGKKLLPSSY23 | https://doi.org/10.1145/3572771 | Blockchain technology provides efficient and secure solutions to various online activities by utilizing a wide range of cryptographic tools. In this article, we survey the existing literature on post-quantum secure digital signatures that possess exotic advanced features and that are crucial cryptographic tools used in... | @article{DBLP:journals/csur/BuserDEGKKLLPSSY23,
author = {Maxime Buser and
Rafael Dowsley and
Muhammed F. Esgin and
Clémentine Gritti and
Shabnam Kasra Kermanshahi and
Veronika Kuchta and
Jason T. LeGrow ... |
1359810 | journals/csur/BaksiBBJS23 | A Survey on Fault Attacks on Symmetric Key Cryptosystems. | Anubhab Baksi, Shivam Bhasin, Jakub Breier, Dirmanto Jap, Dhiman Saha | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 86:1-86:34 | https://dblp.org/rec/journals/csur/BaksiBBJS23 | https://doi.org/10.1145/3530054 | Fault attacks are among the well-studied topics in the area of cryptography. These attacks constitute a powerful tool to recover the secret key used in the encryption process. Fault attacks work by forcing a device to work under non-ideal environmental conditions (such as high temperature) or external disturbances (suc... | @article{DBLP:journals/csur/BaksiBBJS23,
author = {Anubhab Baksi and
Shivam Bhasin and
Jakub Breier and
Dirmanto Jap and
Dhiman Saha},
title = {A Survey on Fault Attacks on Symmetric Key Cryptosystems.},
journal = {ACM Compu... |
1359941 | journals/csur/LaiY23 | A Survey on Gaps between Mean-Variance Approach and Exponential Growth Rate Approach for Portfolio Optimization. | Zhao-Rong Lai, Haisheng Yang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 25:1-25:36 | https://dblp.org/rec/journals/csur/LaiY23 | https://doi.org/10.1145/3485274 | Portfolio optimization can be roughly categorized as the mean-variance approach and the exponential growth rate approach based on different theoretical foundations, trading logics, optimization objectives, and methodologies. The former and the latter are often used in long-term and short-term portfolio optimizations, r... | @article{DBLP:journals/csur/LaiY23,
author = {Zhao-Rong Lai and
Haisheng Yang},
title = {A Survey on Gaps between Mean-Variance Approach and Exponential Growth Rate Approach for Portfolio Optimization.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2}... |
1359934 | journals/csur/KleykoROR23 | A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. | Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 130:1-130:40 | https://dblp.org/rec/journals/csur/KleykoROR23 | https://doi.org/10.1145/3538531 | This two-part comprehensive survey is devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic Architectures (HDC/VSA). Both names refer to a family of computational models that use high-dimensional distributed representations and rely on the algebraic properti... | @article{DBLP:journals/csur/KleykoROR23,
author = {Denis Kleyko and
Dmitri A. Rachkovskij and
Evgeny Osipov and
Abbas Rahimi},
title = {A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations... |
1359935 | journals/csur/KleykoROR23a | A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. | Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 175:1-175:52 | https://dblp.org/rec/journals/csur/KleykoROR23a | https://doi.org/10.1145/3558000 | This is Part II of the two-part comprehensive survey devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic Architectures (HDC/VSA). Both names refer to a family of computational models that use high-dimensional distributed representations and rely on the alg... | @article{DBLP:journals/csur/KleykoROR23a,
author = {Denis Kleyko and
Dmitri A. Rachkovskij and
Evgeny Osipov and
Abbas Rahimi},
title = {A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Model... |
1360100 | journals/csur/YuanLYW23 | A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data. | Gongsheng Yuan, Jiaheng Lu, Zhengtong Yan, Sai Wu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 218:1-218:38 | https://dblp.org/rec/journals/csur/YuanLYW23 | https://doi.org/10.1145/3567444 | The data produced by various services should be stored and managed in an appropriate format for gaining valuable knowledge conveniently. This leads to the emergence of various data models, including relational, semi-structured, and graph models, and so on. Considering the fact that the mature relational databases estab... | @article{DBLP:journals/csur/YuanLYW23,
author = {Gongsheng Yuan and
Jiaheng Lu and
Zhengtong Yan and
Sai Wu},
title = {A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data.},
journal = {ACM Comput. Surv.},
volume ... |
1359938 | journals/csur/KoschKZR0W23 | A Survey on Measuring Cognitive Workload in Human-Computer Interaction. | Thomas Kosch, Jakob Karolus, Johannes Zagermann, Harald Reiterer, Albrecht Schmidt 0001, Pawel W. Wozniak | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 283:1-283:39 | https://dblp.org/rec/journals/csur/KoschKZR0W23 | https://doi.org/10.1145/3582272 | The ever-increasing number of computing devices around us results in more and more systems competing for our attention, making cognitive workload a crucial factor for the user experience of human-computer interfaces. Research in Human-Computer Interaction (HCI) has used various metrics to determine users’ mental demand... | @article{DBLP:journals/csur/KoschKZR0W23,
author = {Thomas Kosch and
Jakob Karolus and
Johannes Zagermann and
Harald Reiterer and
Albrecht Schmidt 0001 and
Pawel W. Wozniak},
title = {A Survey on Measuring Cogniti... |
1359918 | journals/csur/JangraMJ0H23 | A Survey on Multi-modal Summarization. | Anubhav Jangra, Sourajit Mukherjee, Adam Jatowt, Sriparna Saha 0001, Mohammad Hasanuzzaman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 296:1-296:36 | https://dblp.org/rec/journals/csur/JangraMJ0H23 | https://doi.org/10.1145/3584700 | The new era of technology has brought us to the point where it is convenient for people to share their opinions over an abundance of platforms. These platforms have a provision for the users to express themselves in multiple forms of representations, including text, images, videos, and audio. This, however, makes it di... | @article{DBLP:journals/csur/JangraMJ0H23,
author = {Anubhav Jangra and
Sourajit Mukherjee and
Adam Jatowt and
Sriparna Saha 0001 and
Mohammad Hasanuzzaman},
title = {A Survey on Multi-modal Summarization.},
journal = {ACM Co... |
1359885 | journals/csur/GonnordHMR23 | A Survey on Parallelism and Determinism. | Laure Gonnord, Ludovic Henrio, Lionel Morel, Gabriel Radanne | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 210:1-210:28 | https://dblp.org/rec/journals/csur/GonnordHMR23 | https://doi.org/10.1145/3564529 | Parallelism is often required for performance. In these situations an excess of non-determinism is harmful as it means the program can have several different behaviours or even different results. Even in domains such as high-performance computing where parallelism is crucial for performance, the computed value should b... | @article{DBLP:journals/csur/GonnordHMR23,
author = {Laure Gonnord and
Ludovic Henrio and
Lionel Morel and
Gabriel Radanne},
title = {A Survey on Parallelism and Determinism.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1360107 | journals/csur/ZhangZJKK23 | A Survey on Perceptually Optimized Video Coding. | Yun Zhang 0002, Linwei Zhu, Gangyi Jiang, Sam Kwong, C.-C. Jay Kuo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 245:1-245:37 | https://dblp.org/rec/journals/csur/ZhangZJKK23 | https://doi.org/10.1145/3571727 | To provide users with more realistic visual experiences, videos are developing in the trends of Ultra High Definition (UHD), High Frame Rate (HFR), High Dynamic Range (HDR), Wide Color Gammut (WCG), and high clarity. However, the data amount of videos increases exponentially, which requires high efficiency video compre... | @article{DBLP:journals/csur/ZhangZJKK23,
author = {Yun Zhang 0002 and
Linwei Zhu and
Gangyi Jiang and
Sam Kwong and
C.-C. Jay Kuo},
title = {A Survey on Perceptually Optimized Video Coding.},
journal = {ACM Comput. Surv.},
... |
1360042 | journals/csur/SarwarYYR23 | A Survey on Privacy Preservation in Fog-Enabled Internet of Things. | Kinza Sarwar, Sira Yongchareon, Jian Yu 0002, Saeed Ur Rehman | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 2:1-2:39 | https://dblp.org/rec/journals/csur/SarwarYYR23 | https://doi.org/10.1145/3474554 | Despite the rapid growth and advancement in the Internet of Things (IoT), there are critical challenges that need to be addressed before the full adoption of the IoT. Data privacy is one of the hurdles towards the adoption of IoT as there might be potential misuse of users’ data and their identity in IoT applications. ... | @article{DBLP:journals/csur/SarwarYYR23,
author = {Kinza Sarwar and
Sira Yongchareon and
Jian Yu 0002 and
Saeed Ur Rehman},
title = {A Survey on Privacy Preservation in Fog-Enabled Internet of Things.},
journal = {ACM Comput. Surv.},
volume... |
1359816 | journals/csur/BenedettoCCBCGT23 | A Survey on Recent Approaches to Question Difficulty Estimation from Text. | Luca Benedetto, Paolo Cremonesi, Andrew Caines, Paula Buttery, Andrea Cappelli, Andrea Giussani, Roberto Turrin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 178:1-178:37 | https://dblp.org/rec/journals/csur/BenedettoCCBCGT23 | https://doi.org/10.1145/3556538 | Question Difficulty Estimation from Text (QDET) is the application of Natural Language Processing techniques to the estimation of a value, either numerical or categorical, which represents the difficulty of questions in educational settings. We give an introduction to the field, build a taxonomy based on question chara... | @article{DBLP:journals/csur/BenedettoCCBCGT23,
author = {Luca Benedetto and
Paolo Cremonesi and
Andrew Caines and
Paula Buttery and
Andrea Cappelli and
Andrea Giussani and
Roberto Turrin},
title ... |
1359912 | journals/csur/HusenCA23 | A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions. | Arif Husen, Muhammad Hasanain Chaudary, Farooq Ahmad | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 73:1-73:61 | https://dblp.org/rec/journals/csur/HusenCA23 | https://doi.org/10.1145/3524106 | The context of this study examines the requirements of Future Intelligent Networks (FIN), solutions, and current research directions through a survey technique. The background of this study is hinged on the applications of Machine Learning (ML) in the networking field. Through careful analysis of literature and real-wo... | @article{DBLP:journals/csur/HusenCA23,
author = {Arif Husen and
Muhammad Hasanain Chaudary and
Farooq Ahmad},
title = {A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions.},
journal = {ACM Comput. Surv.},
volume ... |
1360116 | journals/csur/ZoniGF23 | A Survey on Run-time Power Monitors at the Edge. | Davide Zoni, Andrea Galimberti, William Fornaciari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 325:1-325:33 | https://dblp.org/rec/journals/csur/ZoniGF23 | https://doi.org/10.1145/3593044 | Effectively managing energy and power consumption is crucial to the success of the design of any computing system, helping mitigate the efficiency obstacles given by the downsizing of the systems while also being a valuable step towards achieving green and sustainable computing. The quality of energy and power manageme... | @article{DBLP:journals/csur/ZoniGF23,
author = {Davide Zoni and
Andrea Galimberti and
William Fornaciari},
title = {A Survey on Run-time Power Monitors at the Edge.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
pages ... |
1359847 | journals/csur/ChoudharyGS23 | A Survey on Seismic Sensor based Target Detection, Localization, Identification, and Activity Recognition. | Priyankar Choudhary, Neeraj Goel, Mukesh Saini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 223:1-223:36 | https://dblp.org/rec/journals/csur/ChoudharyGS23 | https://doi.org/10.1145/3568671 | Current sensor technologies facilitate device-free and non-invasive monitoring of target activities and infrastructures to ensure a safe and inhabitable environment. Device-free techniques for sensing the surrounding environment are an emerging area of research where a target does not need to carry or attach any device... | @article{DBLP:journals/csur/ChoudharyGS23,
author = {Priyankar Choudhary and
Neeraj Goel and
Mukesh Saini},
title = {A Survey on Seismic Sensor based Target Detection, Localization, Identification, and Activity Recognition.},
journal = {ACM Comput. Surv.},
v... |
1359883 | journals/csur/GomesGMRNB23 | A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams. | Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 75:1-75:42 | https://dblp.org/rec/journals/csur/GomesGMRNB23 | https://doi.org/10.1145/3523055 | Unlabelled data appear in many domains and are particularly relevant to streaming applications, where even though data is abundant, labelled data is rare. To address the learning problems associated with such data, one can ignore the unlabelled data and focus only on the labelled data (supervised learning); use the lab... | @article{DBLP:journals/csur/GomesGMRNB23,
author = {Heitor Murilo Gomes and
Maciej Grzenda and
Rodrigo Fernandes de Mello and
Jesse Read and
Minh-Huong Le Nguyen and
Albert Bifet},
title = {A Survey on Semi-superv... |
1359803 | journals/csur/Amadini23 | A Survey on String Constraint Solving. | Roberto Amadini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 16:1-16:38 | https://dblp.org/rec/journals/csur/Amadini23 | https://doi.org/10.1145/3484198 | String constraint solving refers to solving combinatorial problems involving constraints over string variables. String solving approaches have become popular over the past few years given the massive use of strings in different application domains like formal analysis, automated testing, database query processing, and ... | @article{DBLP:journals/csur/Amadini23,
author = {Roberto Amadini},
title = {A Survey on String Constraint Solving.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pages = {16:1--16:38},
year = {2023},
url = {https://doi.org/10.1145/3484... |
1360043 | journals/csur/SchaferRS23 | A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems. | Alexander Schäfer 0001, Gerd Reis, Didier Stricker | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 116:1-116:27 | https://dblp.org/rec/journals/csur/SchaferRS23 | https://doi.org/10.1145/3533376 | Remote collaboration systems have become increasingly important in today’s society, especially during times when physical distancing is advised. Industry, research, and individuals face the challenging task of collaborating and networking over long distances. While video and teleconferencing are already widespread, col... | @article{DBLP:journals/csur/SchaferRS23,
author = {Alexander Schäfer 0001 and
Gerd Reis and
Didier Stricker},
title = {A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems.},
journal = {ACM Comput. Surv.},
volume = ... |
1359907 | journals/csur/HettiachchiKG23 | A Survey on Task Assignment in Crowdsourcing. | Danula Hettiachchi, Vassilis Kostakos, Jorge Gonçalves 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 49:1-49:35 | https://dblp.org/rec/journals/csur/HettiachchiKG23 | https://doi.org/10.1145/3494522 | Quality improvement methods are essential to gathering high-quality crowdsourced data, both for research and industry applications. A popular and broadly applicable method is task assignment that dynamically adjusts crowd workflow parameters. In this survey, we review task assignment methods that address: heterogeneous... | @article{DBLP:journals/csur/HettiachchiKG23,
author = {Danula Hettiachchi and
Vassilis Kostakos and
Jorge Gonçalves 0001},
title = {A Survey on Task Assignment in Crowdsourcing.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pa... |
1359886 | journals/csur/Gonzalez-Sabbagh23 | A Survey on Underwater Computer Vision. | Salma P. González-Sabbagh, Antonio Robles-Kelly | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 268:1-268:39 | https://dblp.org/rec/journals/csur/Gonzalez-Sabbagh23 | https://doi.org/10.1145/3578516 | Underwater computer vision has attracted increasing attention in the research community due to the recent advances in underwater platforms such as of rovers, gliders, autonomous underwater vehicles (AUVs), and the like, that now make possible the acquisition of vast amounts of imagery and video for applications such as... | @article{DBLP:journals/csur/Gonzalez-Sabbagh23,
author = {Salma P. González-Sabbagh and
Antonio Robles-Kelly},
title = {A Survey on Underwater Computer Vision.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {268:1--268:39},
ye... |
1359961 | journals/csur/LiuNWWR23 | A Survey on Video Moment Localization. | Meng Liu 0006, Liqiang Nie, Yunxiao Wang, Meng Wang 0001, Yong Rui | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 188:1-188:37 | https://dblp.org/rec/journals/csur/LiuNWWR23 | https://doi.org/10.1145/3556537 | Video moment localization, also known as video moment retrieval, aims to search a target segment within a video described by a given natural language query. Beyond the task of temporal action localization whereby the target actions are pre-defined, video moment retrieval can query arbitrary complex activities. In this ... | @article{DBLP:journals/csur/LiuNWWR23,
author = {Meng Liu 0006 and
Liqiang Nie and
Yunxiao Wang and
Meng Wang 0001 and
Yong Rui},
title = {A Survey on Video Moment Localization.},
journal = {ACM Comput. Surv.},
volume ... |
1360076 | journals/csur/ViolaMZMAM23 | A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges. | Roberto Viola, Ángel Martín, Mikel Zorrilla, Jon Montalbán, Pablo Angueira, Gabriel-Miro Muntean | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 221:1-221:37 | https://dblp.org/rec/journals/csur/ViolaMZMAM23 | https://doi.org/10.1145/3567826 | Media services must ensure an enhanced user’s perceived quality during content playback to attract and retain audiences, especially while the streams are distributed remotely via networks. Thus, media streaming services rely heavily on good and predictable network performance when delivered to a large number of people.... | @article{DBLP:journals/csur/ViolaMZMAM23,
author = {Roberto Viola and
Ángel Martín and
Mikel Zorrilla and
Jon Montalbán and
Pablo Angueira and
Gabriel-Miro Muntean},
title = {A Survey on Virtual Network Functions ... |
1360095 | journals/csur/YanJWJJX23 | A Survey on Voice Assistant Security: Attacks and Countermeasures. | Chen Yan 0001, Xiaoyu Ji 0001, Kai Wang 0073, Qinhong Jiang, Zizhi Jin, Wenyuan Xu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 84:1-84:36 | https://dblp.org/rec/journals/csur/YanJWJJX23 | https://doi.org/10.1145/3527153 | Voice assistants (VA) have become prevalent on a wide range of personal devices such as smartphones and smart speakers. As companies build voice assistants with extra functionalities, attacks that trick a voice assistant into performing malicious behaviors can pose a significant threat to a user’s security, privacy, an... | @article{DBLP:journals/csur/YanJWJJX23,
author = {Chen Yan 0001 and
Xiaoyu Ji 0001 and
Kai Wang 0073 and
Qinhong Jiang and
Zizhi Jin and
Wenyuan Xu 0001},
title = {A Survey on Voice Assistant Security: Attacks and... |
1360091 | journals/csur/XiaoLWJDC23 | A Survey on Wireless Device-free Human Sensing: Application Scenarios, Current Solutions, and Open Issues. | Jiang Xiao 0001, Huichuwu Li, Minrui Wu, Hai Jin 0001, M. Jamal Deen, Jiannong Cao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 88:1-88:35 | https://dblp.org/rec/journals/csur/XiaoLWJDC23 | https://doi.org/10.1145/3530682 | In the last decade, many studies have significantly pushed the limits of wireless device-free human sensing (WDHS) technology and facilitated various applications, ranging from activity identification to vital sign monitoring. This survey presents a novel taxonomy that classifies the state-of-the-art WDHS systems into ... | @article{DBLP:journals/csur/XiaoLWJDC23,
author = {Jiang Xiao 0001 and
Huichuwu Li and
Minrui Wu and
Hai Jin 0001 and
M. Jamal Deen and
Jiannong Cao 0001},
title = {A Survey on Wireless Device-free Human Sensing: ... |
1359987 | journals/csur/NasrabadiPEP23 | A Systematic Literature Review on the Code Smells Datasets and Validation Mechanisms. | Morteza Zakeri Nasrabadi, Saeed Parsa, Ehsan Esmaili, Fabio Palomba | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 298:1-298:48 | https://dblp.org/rec/journals/csur/NasrabadiPEP23 | https://doi.org/10.1145/3596908 | The accuracy reported for code smell-detecting tools varies depending on the dataset used to evaluate the tools. Our survey of 45 existing datasets reveals that the adequacy of a dataset for detecting smells highly depends on relevant properties such as the size, severity level, project types, number of each type of sm... | @article{DBLP:journals/csur/NasrabadiPEP23,
author = {Morteza Zakeri Nasrabadi and
Saeed Parsa and
Ehsan Esmaili and
Fabio Palomba},
title = {A Systematic Literature Review on the Code Smells Datasets and Validation Mechanisms.},
journal = {A... |
1359882 | journals/csur/GoknilNSPNPSAZ23 | A Systematic Review of Data Quality in CPS and IoT for Industry 4.0. | Arda Goknil, Phu Hong Nguyen, Sagar Sen, Dimitra Politaki, Harris Niavis, Karl John Pedersen, Abdillah Suyuthi, Abhilash Anand, Amina Ziegenbein | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 327:1-327:38 | https://dblp.org/rec/journals/csur/GoknilNSPNPSAZ23 | https://doi.org/10.1145/3593043 | The Internet of Things (IoT) and Cyber-Physical Systems (CPS) are the backbones of Industry 4.0, where data quality is crucial for decision support. Data quality in these systems can deteriorate due to sensor failures or uncertain operating environments. Our objective is to summarize and assess the research efforts tha... | @article{DBLP:journals/csur/GoknilNSPNPSAZ23,
author = {Arda Goknil and
Phu Hong Nguyen and
Sagar Sen and
Dimitra Politaki and
Harris Niavis and
Karl John Pedersen and
Abdillah Suyuthi and
... |
1359877 | journals/csur/GaoJCHWLW23 | A Systematic Survey of General Sparse Matrix-matrix Multiplication. | Jianhua Gao, Weixing Ji, Fangli Chang, Shiyu Han, Bingxin Wei, Zeming Liu, Yizhuo Wang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 244:1-244:36 | https://dblp.org/rec/journals/csur/GaoJCHWLW23 | https://doi.org/10.1145/3571157 | General Sparse Matrix-Matrix Multiplication (SpGEMM) has attracted much attention from researchers in graph analyzing, scientific computing, and deep learning. Many optimization techniques have been developed for different applications and computing architectures over the past decades. The objective of this article is ... | @article{DBLP:journals/csur/GaoJCHWLW23,
author = {Jianhua Gao and
Weixing Ji and
Fangli Chang and
Shiyu Han and
Bingxin Wei and
Zeming Liu and
Yizhuo Wang 0001},
title = {A Systematic Survey of ... |
1360108 | journals/csur/ZhaoDC23 | A Systematic Survey of Just-in-Time Software Defect Prediction. | Yunhua Zhao, Kostadin Damevski, Hui Chen 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 201:1-201:35 | https://dblp.org/rec/journals/csur/ZhaoDC23 | https://doi.org/10.1145/3567550 | Recent years have experienced sustained focus in research on software defect prediction that aims to predict the likelihood of software defects. Moreover, with the increased interest in continuous deployment, a variant of software defect prediction called Just-in-Time Software Defect Prediction (JIT-SDP) focuses on pre... | @article{DBLP:journals/csur/ZhaoDC23,
author = {Yunhua Zhao and
Kostadin Damevski and
Hui Chen 0001},
title = {A Systematic Survey of Just-in-Time Software Defect Prediction.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {10},
page... |
1359953 | journals/csur/LiUTXWCL23 | A Systematic Survey of Regularization and Normalization in GANs. | Ziqiang Li 0001, Muhammad Usman, Rentuo Tao, Pengfei Xia, Chaoyue Wang, Huanhuan Chen 0001, Bin Li 0025 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 232:1-232:37 | https://dblp.org/rec/journals/csur/LiUTXWCL23 | https://doi.org/10.1145/3569928 | Generative Adversarial Networks (GANs) have been widely applied in different scenarios thanks to the development of deep neural networks. The original GAN was proposed based on the non-parametric assumption of the infinite capacity of networks. However, it is still unknown whether GANs can fit the target distribution w... | @article{DBLP:journals/csur/LiUTXWCL23,
author = {Ziqiang Li 0001 and
Muhammad Usman and
Rentuo Tao and
Pengfei Xia and
Chaoyue Wang and
Huanhuan Chen 0001 and
Bin Li 0025},
title = {A Systematic... |
1359946 | journals/csur/LeePL23 | A Systematic Survey on Android API Usage for Data-driven Analytics with Smartphones. | Hansoo Lee, Joonyoung Park, Uichin Lee | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 104:1-104:38 | https://dblp.org/rec/journals/csur/LeePL23 | https://doi.org/10.1145/3530814 | Recent industrial and academic research has focused on data-driven analytics with smartphones by collecting user interaction, context, and device systems data through Application Programming Interfaces (APIs) and sensors. The Android operating system provides various APIs to collect such mobile usage and sensor data fo... | @article{DBLP:journals/csur/LeePL23,
author = {Hansoo Lee and
Joonyoung Park and
Uichin Lee},
title = {A Systematic Survey on Android API Usage for Data-driven Analytics with Smartphones.},
journal = {ACM Comput. Surv.},
volume = {55},
number =... |
1360023 | journals/csur/RedaAMT23 | A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids. | Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 331:1-331:37 | https://dblp.org/rec/journals/csur/RedaAMT23 | https://doi.org/10.1145/3592797 | The modern electric power grid, known as the Smart Grid, has fast transformed the isolated and centrally controlled power system to a fast and massively connected cyber-physical system that benefits from the revolutions happening in communications (such as 5G/6G) and the fast adoption of Internet of Things devices (suc... | @article{DBLP:journals/csur/RedaAMT23,
author = {Haftu Tasew Reda and
Adnan Anwar and
Abdun Naser Mahmood and
Zahir Tari},
title = {A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids.},
journal = {ACM Comput. Sur... |
1360094 | journals/csur/XuSW23 | A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey. | Fan Xu 0002, Victor S. Sheng, Mingwen Wang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 6:1-6:33 | https://dblp.org/rec/journals/csur/XuSW23 | https://doi.org/10.1145/3477138 | With the proliferation of social sensing, large amounts of observation are contributed by people or devices. However, these observations contain disinformation. Disinformation can propagate across online social networks at a relatively low cost, but result in a series of major problems in our society. In this survey, w... | @article{DBLP:journals/csur/XuSW23,
author = {Fan Xu 0002 and
Victor S. Sheng and
Mingwen Wang 0001},
title = {A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey.},
journal = {ACM Comput. Surv.},
volume =... |
1359830 | journals/csur/Cao23 | AI in Finance: Challenges, Techniques, and Opportunities. | Longbing Cao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 64:1-64:38 | https://dblp.org/rec/journals/csur/Cao23 | https://doi.org/10.1145/3502289 | AI in finance refers to the applications of AI techniques in financial businesses. This area has attracted attention for decades, with both classic and modern AI techniques applied to increasingly broader areas of finance, economy, and society. In contrast to reviews on discussing the problems, aspects, and opportuniti... | @article{DBLP:journals/csur/Cao23,
author = {Longbing Cao},
title = {AI in Finance: Challenges, Techniques, and Opportunities.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pages = {64:1--64:38},
year = {2023},
url = {https://doi.org/... |
1360020 | journals/csur/RajapakshaKAPMC23 | AI-Based Intrusion Detection Systems for In-Vehicle Networks: A Survey. | Sampath Rajapaksha, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski 0001, Garikayi Madzudzo, Madeline Cheah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 237:1-237:40 | https://dblp.org/rec/journals/csur/RajapakshaKAPMC23 | https://doi.org/10.1145/3570954 | The Controller Area Network (CAN) is the most widely used in-vehicle communication protocol, which still lacks the implementation of suitable security mechanisms such as message authentication and encryption. This makes the CAN bus vulnerable to numerous cyber attacks. Various Intrusion Detection Systems (IDSs) have be... | @article{DBLP:journals/csur/RajapakshaKAPMC23,
author = {Sampath Rajapaksha and
Harsha K. Kalutarage and
M. Omar Al-Kadri and
Andrei Petrovski 0001 and
Garikayi Madzudzo and
Madeline Cheah},
title = {AI-Based Intr... |
1359785 | journals/csur/0040023 | AI-Empowered Persuasive Video Generation: A Survey. | Chang Liu 0040, Han Yu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 285:1-285:31 | https://dblp.org/rec/journals/csur/0040023 | https://doi.org/10.1145/3588764 | Promotional videos are rapidly becoming a popular medium for persuading people to change their behaviours in many settings (e.g., online shopping, social enterprise initiatives). Today, such videos are often produced by professionals, which is a time-, labour- and cost-intensive undertaking. In order to produce such co... | @article{DBLP:journals/csur/0040023,
author = {Chang Liu 0040 and
Han Yu 0001},
title = {AI-Empowered Persuasive Video Generation: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {285:1--285:31},
year = {2023}... |
1360096 | journals/csur/YangY23 | AUC Maximization in the Era of Big Data and AI: A Survey. | Tianbao Yang, Yiming Ying | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 172:1-172:37 | https://dblp.org/rec/journals/csur/YangY23 | https://doi.org/10.1145/3554729 | Area under the ROC curve, a.k.a. AUC, is a measure of choice for assessing the performance of a classifier for imbalanced data. AUC maximization refers to a learning paradigm that learns a predictive model by directly maximizing its AUC score. It has been studied for more than two decades dating back to late 90s, and a... | @article{DBLP:journals/csur/YangY23,
author = {Tianbao Yang and
Yiming Ying},
title = {AUC Maximization in the Era of Big Data and AI: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {8},
pages = {172:1--172:37},
year = {202... |
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