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1887706 | journals/csur/TianSZCHTJ22 | Evolutionary Large-Scale Multi-Objective Optimization: A Survey. | Ye Tian 0009, Langchun Si, Xingyi Zhang 0001, Ran Cheng 0004, Cheng He 0001, Kay Chen Tan, Yaochu Jin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 174:1-174:34 | https://dblp.org/rec/journals/csur/TianSZCHTJ22 | https://doi.org/10.1145/3470971 | Multi-objective evolutionary algorithms (MOEAs) have shown promising performance in solving various optimization problems, but their performance may deteriorate drastically when tackling problems containing a large number of decision variables. In recent years, much effort been devoted to addressing the challenges brou... | @article{DBLP:journals/csur/TianSZCHTJ22,
author = {Ye Tian 0009 and
Langchun Si and
Xingyi Zhang 0001 and
Ran Cheng 0004 and
Cheng He 0001 and
Kay Chen Tan and
Yaochu Jin},
title = {Evolutionary... |
1887704 | journals/csur/TelikaniTBG22 | Evolutionary Machine Learning: A Survey. | Akbar Telikani, Amirhessam Tahmassebi, Wolfgang Banzhaf, Amir H. Gandomi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 161:1-161:35 | https://dblp.org/rec/journals/csur/TelikaniTBG22 | https://doi.org/10.1145/3467477 | Evolutionary Computation (EC) approaches are inspired by nature and solve optimization problems in a stochastic manner. They can offer a reliable and effective approach to address complex problems in real-world applications. EC algorithms have recently been used to improve the performance of Machine Learning (ML) model... | @article{DBLP:journals/csur/TelikaniTBG22,
author = {Akbar Telikani and
Amirhessam Tahmassebi and
Wolfgang Banzhaf and
Amir H. Gandomi},
title = {Evolutionary Machine Learning: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},... |
1887534 | journals/csur/Bustio-Martinez22 | FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review. | Lázaro Bustio-Martínez, René Cumplido, Martín Letras, Raudel Hernández-León, Claudia Feregrino-Uribe, José Hernández-Palancar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 179:1-179:35 | https://dblp.org/rec/journals/csur/Bustio-Martinez22 | https://doi.org/10.1145/3472289 | In data mining, Frequent Itemsets Mining is a technique used in several domains with notable results. However, the large volume of data in modern datasets increases the processing time of Frequent Itemset Mining algorithms, making them unsuitable for many real-world applications. Accordingly, proposing new methods for ... | @article{DBLP:journals/csur/Bustio-Martinez22,
author = {Lázaro Bustio-Martínez and
René Cumplido and
Martín Letras and
Raudel Hernández-León and
Claudia Feregrino-Uribe and
José Hernández-Palancar},
title = {FPGA... |
1887689 | journals/csur/SchlettRHGFB22 | Face Image Quality Assessment: A Literature Survey. | Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fiérrez, Christoph Busch 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 210:1-210:49 | https://dblp.org/rec/journals/csur/SchlettRHGFB22 | https://doi.org/10.1145/3507901 | The performance of face analysis and recognition systems depends on the quality of the acquired face data, which is influenced by numerous factors. Automatically assessing the quality of face data in terms of biometric utility can thus be useful to detect low-quality data and make decisions accordingly. This survey pro... | @article{DBLP:journals/csur/SchlettRHGFB22,
author = {Torsten Schlett and
Christian Rathgeb and
Olaf Henniger and
Javier Galbally and
Julian Fiérrez and
Christoph Busch 0001},
title = {Face Image Quality Assessmen... |
1887548 | journals/csur/ChengSCHL21 | Fashion Meets Computer Vision: A Survey. | Wen-Huang Cheng, Sijie Song, Chieh-Yun Chen, Shintami Chusnul Hidayati, Jiaying Liu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 72:1-72:41 | https://dblp.org/rec/journals/csur/ChengSCHL21 | https://doi.org/10.1145/3447239 | Fashion is the way we present ourselves to the world and has become one of the world’s largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention from computer vision researchers in recent years. Given the rapid development, this article provides a comprehensive survey of more than 200 ma... | @article{DBLP:journals/csur/ChengSCHL21,
author = {Wen-Huang Cheng and
Sijie Song and
Chieh-Yun Chen and
Shintami Chusnul Hidayati and
Jiaying Liu 0001},
title = {Fashion Meets Computer Vision: A Survey.},
journal = {ACM Com... |
1887511 | journals/csur/AntonelliACCFGMMP22 | Few-Shot Object Detection: A Survey. | Simone Antonelli, Danilo Avola, Luigi Cinque, Donato Crisostomi, Gian Luca Foresti, Fabio Galasso, Marco Raoul Marini, Alessio Mecca, Daniele Pannone | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 242:1-242:37 | https://dblp.org/rec/journals/csur/AntonelliACCFGMMP22 | https://doi.org/10.1145/3519022 | Deep learning approaches have recently raised the bar in many fields, from Natural Language Processing to Computer Vision, by leveraging large amounts of data. However, they could fail when the retrieved information is not enough to fit the vast number of parameters, frequently resulting in overfitting and therefore in... | @article{DBLP:journals/csur/AntonelliACCFGMMP22,
author = {Simone Antonelli and
Danilo Avola and
Luigi Cinque and
Donato Crisostomi and
Gian Luca Foresti and
Fabio Galasso and
Marco Raoul Marini and
... |
1887512 | journals/csur/ArakadakisCMF22 | Firmware Over-the-air Programming Techniques for IoT Networks - A Survey. | Konstantinos Arakadakis, Pavlos Charalampidis, Antonis Makrogiannakis, Alexandros G. Fragkiadakis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 178:1-178:36 | https://dblp.org/rec/journals/csur/ArakadakisCMF22 | https://doi.org/10.1145/3472292 | The devices forming Internet of Things (IoT) networks need to be re-programmed over the air, so that new features are added, software bugs or security vulnerabilities are resolved, and their applications can be re-purposed. The limitations of IoT devices, such as installation in locations with limited physical access, ... | @article{DBLP:journals/csur/ArakadakisCMF22,
author = {Konstantinos Arakadakis and
Pavlos Charalampidis and
Antonis Makrogiannakis and
Alexandros G. Fragkiadakis},
title = {Firmware Over-the-air Programming Techniques for IoT Networks - A Survey.},
... |
1887573 | journals/csur/GuNWCHLW21 | From Server-Based to Client-Based Machine Learning: A Comprehensive Survey. | Renjie Gu, Chaoyue Niu, Fan Wu 0006, Guihai Chen, Chun Hu, Chengfei Lyu, Zhihua Wu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 6:1-6:36 | https://dblp.org/rec/journals/csur/GuNWCHLW21 | https://doi.org/10.1145/3424660 | In recent years, mobile devices have gained increasing development with stronger computation capability and larger storage space. Some of the computation-intensive machine learning tasks can now be run on mobile devices. To exploit the resources available on mobile devices and preserve personal privacy, the concept of ... | @article{DBLP:journals/csur/GuNWCHLW21,
author = {Renjie Gu and
Chaoyue Niu and
Fan Wu 0006 and
Guihai Chen and
Chun Hu and
Chengfei Lyu and
Zhihua Wu},
title = {From Server-Based to Client-Based... |
1887739 | journals/csur/ZhuWCX22 | Fuzzing: A Survey for Roadmap. | Xiaogang Zhu 0001, Sheng Wen, Seyit Camtepe, Yang Xiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 230:1-230:36 | https://dblp.org/rec/journals/csur/ZhuWCX22 | https://doi.org/10.1145/3512345 | Fuzz testing (fuzzing) has witnessed its prosperity in detecting security flaws recently. It generates a large number of test cases and monitors the executions for defects. Fuzzing has detected thousands of bugs and vulnerabilities in various applications. Although effective, there lacks systematic analysis of gaps fac... | @article{DBLP:journals/csur/ZhuWCX22,
author = {Xiaogang Zhu 0001 and
Sheng Wen and
Seyit Camtepe and
Yang Xiang 0001},
title = {Fuzzing: A Survey for Roadmap.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {11s},
... |
1887649 | journals/csur/MuhammadOHSKTD21 | Fuzzy Logic in Surveillance Big Video Data Analysis: Comprehensive Review, Challenges, and Research Directions. | Khan Muhammad 0001, Mohammad S. Obaidat, Tanveer Hussain 0001, Javier Del Ser, Neeraj Kumar 0001, Muhammad Tanveer 0001, Faiyaz Doctor | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 68:1-68:33 | https://dblp.org/rec/journals/csur/MuhammadOHSKTD21 | https://doi.org/10.1145/3444693 | CCTV cameras installed for continuous surveillance generate enormous amounts of data daily, forging the term Big Video Data (BVD). The active practice of BVD includes intelligent surveillance and activity recognition, among other challenging tasks. To efficiently address these tasks, the computer vision research commun... | @article{DBLP:journals/csur/MuhammadOHSKTD21,
author = {Khan Muhammad 0001 and
Mohammad S. Obaidat and
Tanveer Hussain 0001 and
Javier Del Ser and
Neeraj Kumar 0001 and
Muhammad Tanveer 0001 and
Faiyaz Do... |
1887688 | journals/csur/SaxenaC21 | Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions. | Divya Saxena, Jiannong Cao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 63:1-63:42 | https://dblp.org/rec/journals/csur/SaxenaC21 | https://doi.org/10.1145/3446374 | Generative Adversarial Networks (GANs) is a novel class of deep generative models that has recently gained significant attention. GANs learn complex and high-dimensional distributions implicitly over images, audio, and data. However, there exist major challenges in training of GANs, i.e., mode collapse, non-convergence... | @article{DBLP:journals/csur/SaxenaC21,
author = {Divya Saxena and
Jiannong Cao 0001},
title = {Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages = {6... |
1887715 | journals/csur/WangSW21 | Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy. | Zhengwei Wang, Qi She, Tomás E. Ward | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 37:1-37:38 | https://dblp.org/rec/journals/csur/WangSW21 | https://doi.org/10.1145/3439723 | Generative adversarial networks (GANs) have been extensively studied in the past few years. Arguably their most significant impact has been in the area of computer vision where great advances have been made in challenges such as plausible image generation, image-to-image translation, facial attribute manipulation, and ... | @article{DBLP:journals/csur/WangSW21,
author = {Zhengwei Wang and
Qi She and
Tomás E. Ward},
title = {Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pag... |
1887535 | journals/csur/CaiXXWLP21 | Generative Adversarial Networks: A Survey Toward Private and Secure Applications. | Zhipeng Cai 0001, Zuobin Xiong, Honghui Xu 0001, Peng Wang 0190, Wei Li 0059, Yi Pan 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 132:1-132:38 | https://dblp.org/rec/journals/csur/CaiXXWLP21 | https://doi.org/10.1145/3459992 | Generative Adversarial Networks (GANs) have promoted a variety of applications in computer vision and natural language processing, among others, due to its generative model’s compelling ability to generate realistic examples plausibly drawn from an existing distribution of samples. GAN not only provides impressive perf... | @article{DBLP:journals/csur/CaiXXWLP21,
author = {Zhipeng Cai 0001 and
Zuobin Xiong and
Honghui Xu 0001 and
Peng Wang 0190 and
Wei Li 0059 and
Yi Pan 0001},
title = {Generative Adversarial Networks: A Survey Towar... |
1887574 | journals/csur/GuerarVMPM22 | Gotta CAPTCHA 'Em All: A Survey of 20 Years of the Human-or-computer Dilemma. | Meriem Guerar, Luca Verderame, Mauro Migliardi, Francesco Palmieri 0002, Alessio Merlo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 192:1-192:33 | https://dblp.org/rec/journals/csur/GuerarVMPM22 | https://doi.org/10.1145/3477142 | A recent study has found that malicious bots generated nearly a quarter of overall website traffic in 2019 [102]. These malicious bots perform activities such as price and content scraping, account creation and takeover, credit card fraud, denial of service, and so on. Thus, they represent a serious threat to all busin... | @article{DBLP:journals/csur/GuerarVMPM22,
author = {Meriem Guerar and
Luca Verderame and
Mauro Migliardi and
Francesco Palmieri 0002 and
Alessio Merlo},
title = {Gotta CAPTCHA 'Em All: A Survey of 20 Years of the Human-or-computer ... |
1887568 | journals/csur/GevaySM22 | Handling Iterations in Distributed Dataflow Systems. | Gábor E. Gévay, Juan Soto 0001, Volker Markl | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 199:1-199:38 | https://dblp.org/rec/journals/csur/GevaySM22 | https://doi.org/10.1145/3477602 | Over the past decade, distributed dataflow systems (DDS) have become a standard technology. In these systems, users write programs in restricted dataflow programming models, such as MapReduce, which enable them to scale out program execution to a shared-nothing cluster of machines. Yet, there is no established consensu... | @article{DBLP:journals/csur/GevaySM22,
author = {Gábor E. Gévay and
Juan Soto 0001 and
Volker Markl},
title = {Handling Iterations in Distributed Dataflow Systems.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {9},
pages = {... |
1887583 | journals/csur/HuAK21 | Hardware Information Flow Tracking. | Wei Hu 0008, Armaiti Ardeshiricham, Ryan Kastner | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 83:1-83:39 | https://dblp.org/rec/journals/csur/HuAK21 | https://doi.org/10.1145/3447867 | Information flow tracking (IFT) is a fundamental computer security technique used to understand how information moves through a computing system. Hardware IFT techniques specifically target security vulnerabilities related to the design, verification, testing, manufacturing, and deployment of hardware circuits. Hardwar... | @article{DBLP:journals/csur/HuAK21,
author = {Wei Hu 0008 and
Armaiti Ardeshiricham and
Ryan Kastner},
title = {Hardware Information Flow Tracking.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages = {83:1--83:39},
... |
1887666 | journals/csur/PateriaSTQ21 | Hierarchical Reinforcement Learning: A Comprehensive Survey. | Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 109:1-109:35 | https://dblp.org/rec/journals/csur/PateriaSTQ21 | https://doi.org/10.1145/3453160 | Hierarchical Reinforcement Learning (HRL) enables autonomous decomposition of challenging long-horizon decision-making tasks into simpler subtasks. During the past years, the landscape of HRL research has grown profoundly, resulting in copious approaches. A comprehensive overview of this vast landscape is necessary to ... | @article{DBLP:journals/csur/PateriaSTQ21,
author = {Shubham Pateria and
Budhitama Subagdja and
Ah-Hwee Tan and
Chai Quek},
title = {Hierarchical Reinforcement Learning: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume =... |
1887556 | journals/csur/DesoldaFMCC22 | Human Factors in Phishing Attacks: A Systematic Literature Review. | Giuseppe Desolda, Lauren S. Ferro, Andrea Marrella, Tiziana Catarci, Maria Francesca Costabile | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 173:1-173:35 | https://dblp.org/rec/journals/csur/DesoldaFMCC22 | https://doi.org/10.1145/3469886 | Phishing is the fraudulent attempt to obtain sensitive information by disguising oneself as a trustworthy entity in digital communication. It is a type of cyber attack often successful because users are not aware of their vulnerabilities or are unable to understand the risks. This article presents a systematic literatu... | @article{DBLP:journals/csur/DesoldaFMCC22,
author = {Giuseppe Desolda and
Lauren S. Ferro and
Andrea Marrella and
Tiziana Catarci and
Maria Francesca Costabile},
title = {Human Factors in Phishing Attacks: A Systematic Literature R... |
1887697 | journals/csur/SpeldaS21 | Human Induction in Machine Learning: A Survey of the Nexus. | Petr Spelda, Vit Stritecky | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 59:1-59:18 | https://dblp.org/rec/journals/csur/SpeldaS21 | https://doi.org/10.1145/3444691 | As our epistemic ambitions grow, the common and scientific endeavours are becoming increasingly dependent on Machine Learning (ML). The field rests on a single experimental paradigm, which consists of splitting the available data into a training and testing set and using the latter to measure how well the trained ML mo... | @article{DBLP:journals/csur/SpeldaS21,
author = {Petr Spelda and
Vit Stritecky},
title = {Human Induction in Machine Learning: A Survey of the Nexus.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages = {59:1--59:18},
year = {... |
1887726 | journals/csur/ZadnikMVJ22 | Image and Video Coding Techniques for Ultra-low Latency. | Jakub Zádník, Markku J. Mäkitalo, Jarno Vanne, Pekka Jääskeläinen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 231:1-231:35 | https://dblp.org/rec/journals/csur/ZadnikMVJ22 | https://doi.org/10.1145/3512342 | The next generation of wireless networks fosters the adoption of latency-critical applications such as XR, connected industry, or autonomous driving. This survey gathers implementation aspects of different image and video coding schemes and discusses their tradeoffs. Standardized video coding technologies such as HEVC ... | @article{DBLP:journals/csur/ZadnikMVJ22,
author = {Jakub Zádník and
Markku J. Mäkitalo and
Jarno Vanne and
Pekka Jääskeläinen},
title = {Image and Video Coding Techniques for Ultra-low Latency.},
journal = {ACM Comput. Surv.},
volume ... |
1887516 | journals/csur/Badr21 | Images in Space and Time: Real Big Data in Healthcare. | Eman Badr | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 113:1-113:38 | https://dblp.org/rec/journals/csur/Badr21 | https://doi.org/10.1145/3453657 | Medical imaging diagnosis is mostly subjective, as it depends on medical experts. Hence, the service provided is limited by expert opinion variations and image complexity as well. However, with the increasing advancements in deep learning field, techniques are developed to help in the diagnosis and risk assessment proc... | @article{DBLP:journals/csur/Badr21,
author = {Eman Badr},
title = {Images in Space and Time: Real Big Data in Healthcare.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {6},
pages = {113:1--113:38},
year = {2022},
url = {https://doi.org/10.... |
1887655 | journals/csur/Navarro21a | Indexing Highly Repetitive String Collections, Part I: Repetitiveness Measures. | Gonzalo Navarro 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 29:1-29:31 | https://dblp.org/rec/journals/csur/Navarro21a | https://doi.org/10.1145/3434399 | Two decades ago, a breakthrough in indexing string collections made it possible to represent them within their compressed space while at the same time offering indexed search functionalities. As this new technology permeated through applications like bioinformatics, the string collections experienced a growth that outp... | @article{DBLP:journals/csur/Navarro21a,
author = {Gonzalo Navarro 0001},
title = {Indexing Highly Repetitive String Collections, Part I: Repetitiveness Measures.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pages = {29:1--29:31},
year = {2022},... |
1887654 | journals/csur/Navarro21 | Indexing Highly Repetitive String Collections, Part II: Compressed Indexes. | Gonzalo Navarro 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 26:1-26:32 | https://dblp.org/rec/journals/csur/Navarro21 | https://doi.org/10.1145/3432999 | Two decades ago, a breakthrough in indexing string collections made it possible to represent them within their compressed space while at the same time offering indexed search functionalities. As this new technology permeated through applications like bioinformatics, the string collections experienced a growth that outp... | @article{DBLP:journals/csur/Navarro21,
author = {Gonzalo Navarro 0001},
title = {Indexing Highly Repetitive String Collections, Part II: Compressed Indexes.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pages = {26:1--26:32},
year = {2022},
ur... |
1887579 | journals/csur/HarleyC21 | Information Integrity: Are We There Yet? | Kelsey Harley, Rodney Cooper | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 33:1-33:35 | https://dblp.org/rec/journals/csur/HarleyC21 | https://doi.org/10.1145/3436817 | The understanding and promotion of integrity in information security has traditionally been underemphasized or even ignored. From implantable medical devices and electronic voting to vehicle control, the critical importance of information integrity to our well-being has compelled review of its treatment in the literatu... | @article{DBLP:journals/csur/HarleyC21,
author = {Kelsey Harley and
Rodney Cooper},
title = {Information Integrity: Are We There Yet?},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pages = {33:1--33:35},
year = {2022},
url ... |
1887740 | journals/csur/ZouHZKWC22 | Integrated Blockchain and Cloud Computing Systems: A Systematic Survey, Solutions, and Challenges. | Jinglin Zou, Debiao He, Sherali Zeadally, Neeraj Kumar 0001, Huaqun Wang, Kim-Kwang Raymond Choo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 160:1-160:36 | https://dblp.org/rec/journals/csur/ZouHZKWC22 | https://doi.org/10.1145/3456628 | Cloud computing is a network model of on-demand access for sharing configurable computing resource pools. Compared with conventional service architectures, cloud computing introduces new security challenges in secure service management and control, privacy protection, data integrity protection in distributed databases,... | @article{DBLP:journals/csur/ZouHZKWC22,
author = {Jinglin Zou and
Debiao He and
Sherali Zeadally and
Neeraj Kumar 0001 and
Huaqun Wang and
Kim-Kwang Raymond Choo},
title = {Integrated Blockchain and Cloud Computin... |
1887699 | journals/csur/SusungiT21 | Intermediate Representations for Explicitly Parallel Programs. | Adilla Susungi, Claude Tadonki | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 100:1-100:24 | https://dblp.org/rec/journals/csur/SusungiT21 | https://doi.org/10.1145/3452299 | While compilers generally support parallel programming languages and APIs, their internal program representations are mostly designed from the sequential programs standpoint (exceptions include source-to-source parallel compilers, for instance). This makes the integration of compilation techniques dedicated to parallel... | @article{DBLP:journals/csur/SusungiT21,
author = {Adilla Susungi and
Claude Tadonki},
title = {Intermediate Representations for Explicitly Parallel Programs.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {5},
pages = {100:1--100:24},
year ... |
1887685 | journals/csur/SandhiePAC21 | Investigation of Multiple-valued Logic Technologies for Beyond-binary Era. | Zarin Tasnim Sandhie, Jill Arvindbhai Patel, Farid Uddin Ahmed, Masud H. Chowdhury | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 16:1-16:30 | https://dblp.org/rec/journals/csur/SandhiePAC21 | https://doi.org/10.1145/3431230 | Computing technologies are currently based on the binary logic/number system, which is dependent on the simple on and off switching mechanism of the prevailing transistors. With the exponential increase of data processing and storage needs, there is a strong push to move to a higher radix logic/number system that can e... | @article{DBLP:journals/csur/SandhiePAC21,
author = {Zarin Tasnim Sandhie and
Jill Arvindbhai Patel and
Farid Uddin Ahmed and
Masud H. Chowdhury},
title = {Investigation of Multiple-valued Logic Technologies for Beyond-binary Era.},
journal = ... |
1887545 | journals/csur/ChenLXCFT21 | IoT Cloud Security Review: A Case Study Approach Using Emerging Consumer-oriented Applications. | Fei Chen 0003, Duming Luo, Tao Xiang 0001, Ping Chen, Junfeng Fan, Hong Linh Truong 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 75:1-75:36 | https://dblp.org/rec/journals/csur/ChenLXCFT21 | https://doi.org/10.1145/3447625 | Recent years have seen the rapid development and integration of the Internet of Things (IoT) and cloud computing. The market is providing various consumer-oriented smart IoT devices; the mainstream cloud service providers are building their software stacks to support IoT services. With this emerging trend even growing,... | @article{DBLP:journals/csur/ChenLXCFT21,
author = {Fei Chen 0003 and
Duming Luo and
Tao Xiang 0001 and
Ping Chen and
Junfeng Fan and
Hong Linh Truong 0001},
title = {IoT Cloud Security Review: A Case Study Approac... |
1887721 | journals/csur/XuZHLL21 | Key Generation for Internet of Things: A Contemporary Survey. | Weitao Xu, Junqing Zhang, Shunqi Huang, Chengwen Luo 0001, Wei Li 0058 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 14:1-14:37 | https://dblp.org/rec/journals/csur/XuZHLL21 | https://doi.org/10.1145/3429740 | Key generation is a promising technique to bootstrap secure communications for the Internet of Things devices that have no prior knowledge between each other. In the past few years, a variety of key generation protocols and systems have been proposed. In this survey, we review and categorise recent key generation syste... | @article{DBLP:journals/csur/XuZHLL21,
author = {Weitao Xu and
Junqing Zhang and
Shunqi Huang and
Chengwen Luo 0001 and
Wei Li 0058},
title = {Key Generation for Internet of Things: A Contemporary Survey.},
journal = {ACM Com... |
1887582 | journals/csur/HoganBCdMGKGNNN21 | Knowledge Graphs. | Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez 0001, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmerman... | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 71:1-71:37 | https://dblp.org/rec/journals/csur/HoganBCdMGKGNNN21 | https://doi.org/10.1145/3447772 | In this article, we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data. After some opening remarks, we motivate and contrast various graph-base... | @article{DBLP:journals/csur/HoganBCdMGKGNNN21,
author = {Aidan Hogan and
Eva Blomqvist and
Michael Cochez and
Claudia d'Amato and
Gerard de Melo and
Claudio Gutierrez 0001 and
Sabrina Kirrane and
... |
1887671 | journals/csur/RaviHCB21 | Lattice-based Key-sharing Schemes: A Survey. | Prasanna Ravi, James Howe, Anupam Chattopadhyay, Shivam Bhasin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 9:1-9:39 | https://dblp.org/rec/journals/csur/RaviHCB21 | https://doi.org/10.1145/3422178 | Public-key cryptography is an indispensable component used in almost all of our present-day digital infrastructure. However, most if not all of it is predominantly built upon hardness guarantees of number theoretic problems that can be broken by large-scale quantum computers in the future. Sensing the imminent threat f... | @article{DBLP:journals/csur/RaviHCB21,
author = {Prasanna Ravi and
James Howe and
Anupam Chattopadhyay and
Shivam Bhasin},
title = {Lattice-based Key-sharing Schemes: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887675 | journals/csur/RibeiroN22 | Left Ventricle Segmentation in Cardiac MR: A Systematic Mapping of the Past Decade. | Matheus Alberto de Oliveira Ribeiro, Fátima L. S. Nunes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 241:1-241:38 | https://dblp.org/rec/journals/csur/RibeiroN22 | https://doi.org/10.1145/3517190 | Left ventricle segmentation in short-axis cardiac magnetic resonance images is important to diagnose heart disease. However, repetitive manual segmentation of these images requires considerable human effort and can decrease diagnostic accuracy. In recent years, several fully and semi-automatic approaches have been prop... | @article{DBLP:journals/csur/RibeiroN22,
author = {Matheus Alberto de Oliveira Ribeiro and
Fátima L. S. Nunes},
title = {Left Ventricle Segmentation in Cardiac MR: A Systematic Mapping of the Past Decade.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {... |
1887564 | journals/csur/DwivediPDDND21 | Legally Enforceable Smart-Contract Languages: A Systematic Literature Review. | Vimal Kumar Dwivedi, Vishwajeet Pattanaik, Vipin Deval, Abhishek Dixit 0003, Alex Norta, Dirk Draheim | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 110:1-110:34 | https://dblp.org/rec/journals/csur/DwivediPDDND21 | https://doi.org/10.1145/3453475 | Smart contracts are a key component of today’s blockchains. They are critical in controlling decentralized autonomous organizations (DAO). However, smart contracts are not yet legally binding nor enforceable; this makes it difficult for businesses to adopt the DAO paradigm. Therefore, this study reviews existing Smart ... | @article{DBLP:journals/csur/DwivediPDDND21,
author = {Vimal Kumar Dwivedi and
Vishwajeet Pattanaik and
Vipin Deval and
Abhishek Dixit 0003 and
Alex Norta and
Dirk Draheim},
title = {Legally Enforceable Smart-Contr... |
1887595 | journals/csur/JiangLZZXI21 | Location Privacy-preserving Mechanisms in Location-based Services: A Comprehensive Survey. | Hongbo Jiang 0001, Jie Li 0058, Ping Zhao 0001, Fanzi Zeng, Zhu Xiao, Arun Iyengar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 4:1-4:36 | https://dblp.org/rec/journals/csur/JiangLZZXI21 | https://doi.org/10.1145/3423165 | Location-based services (LBSs) provide enhanced functionality and convenience of ubiquitous computing, but they open up new vulnerabilities that can be utilized to violate the users’ privacy. The leakage of private location data in the LBS context has drawn significant attention from academics and industry due to its i... | @article{DBLP:journals/csur/JiangLZZXI21,
author = {Hongbo Jiang 0001 and
Jie Li 0058 and
Ping Zhao 0001 and
Fanzi Zeng and
Zhu Xiao and
Arun Iyengar},
title = {Location Privacy-preserving Mechanisms in Location-b... |
1887669 | journals/csur/RanaweeraJL22 | MEC-enabled 5G Use Cases: A Survey on Security Vulnerabilities and Countermeasures. | Pasika Ranaweera, Anca Jurcut, Madhusanka Liyanage | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 186:1-186:37 | https://dblp.org/rec/journals/csur/RanaweeraJL22 | https://doi.org/10.1145/3474552 | The future of mobile and internet technologies are manifesting advancements beyond the existing scope of science. The concepts of automated driving, augmented-reality, and machine-type-communication are quite sophisticated and require an elevation of the current mobile infrastructure for launching. The fifth-generation... | @article{DBLP:journals/csur/RanaweeraJL22,
author = {Pasika Ranaweera and
Anca Jurcut and
Madhusanka Liyanage},
title = {MEC-enabled 5G Use Cases: A Survey on Security Vulnerabilities and Countermeasures.},
journal = {ACM Comput. Surv.},
volume = {54},... |
1887651 | journals/csur/MurshedMHKAH22 | Machine Learning at the Network Edge: A Survey. | M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 170:1-170:37 | https://dblp.org/rec/journals/csur/MurshedMHKAH22 | https://doi.org/10.1145/3469029 | Resource-constrained IoT devices, such as sensors and actuators, have become ubiquitous in recent years. This has led to the generation of large quantities of data in real-time, which is an appealing target for AI systems. However, deploying machine learning models on such end-devices is nearly impossible. A typical so... | @article{DBLP:journals/csur/MurshedMHKAH22,
author = {M. G. Sarwar Murshed and
Christopher Murphy and
Daqing Hou and
Nazar Khan and
Ganesh Ananthanarayanan and
Faraz Hussain 0001},
title = {Machine Learning at the... |
1887682 | journals/csur/SabirUBG21 | Machine Learning for Detecting Data Exfiltration: A Review. | Bushra Sabir, Faheem Ullah, Muhammad Ali Babar 0001, Raj Gaire 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 50:1-50:47 | https://dblp.org/rec/journals/csur/SabirUBG21 | https://doi.org/10.1145/3442181 | Context : Research at the intersection of cybersecurity, Machine Learning (ML), and Software Engineering (SE) has recently taken significant steps in proposing countermeasures for detecting sophisticated data exfiltration attacks. It is important to systematically review and synthesize the ML-based data exfiltration co... | @article{DBLP:journals/csur/SabirUBG21,
author = {Bushra Sabir and
Faheem Ullah and
Muhammad Ali Babar 0001 and
Raj Gaire 0001},
title = {Machine Learning for Detecting Data Exfiltration: A Review.},
journal = {ACM Comput. Surv.},
volume ... |
1887701 | journals/csur/Talbi21a | Machine Learning into Metaheuristics: A Survey and Taxonomy. | El-Ghazali Talbi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 129:1-129:32 | https://dblp.org/rec/journals/csur/Talbi21a | https://doi.org/10.1145/3459664 | During the past few years, research in applying machine learning (ML) to design efficient, effective, and robust metaheuristics has become increasingly popular. Many of those machine learning-supported metaheuristics have generated high-quality results and represent state-of-the-art optimization algorithms. Although va... | @article{DBLP:journals/csur/Talbi21a,
author = {El-Ghazali Talbi},
title = {Machine Learning into Metaheuristics: A Survey and Taxonomy.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {6},
pages = {129:1--129:32},
year = {2022},
url = {http... |
1887638 | journals/csur/MiaoCPHZX22 | Machine Learning-based Cyber Attacks Targeting on Controlled Information: A Survey. | Yuantian Miao, Chao Chen 0015, Lei Pan 0002, Qing-Long Han, Jun Zhang 0010, Yang Xiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 139:1-139:36 | https://dblp.org/rec/journals/csur/MiaoCPHZX22 | https://doi.org/10.1145/3465171 | Stealing attack against controlled information, along with the increasing number of information leakage incidents, has become an emerging cyber security threat in recent years. Due to the booming development and deployment of advanced analytics solutions, novel stealing attacks utilize machine learning (ML) algorithms ... | @article{DBLP:journals/csur/MiaoCPHZX22,
author = {Yuantian Miao and
Chao Chen 0015 and
Lei Pan 0002 and
Qing-Long Han and
Jun Zhang 0010 and
Yang Xiang 0001},
title = {Machine Learning-based Cyber Attacks Targeti... |
1887737 | journals/csur/ZhongXRXB22 | Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions. | Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Cheng-Zhong Xu 0001, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 217:1-217:35 | https://dblp.org/rec/journals/csur/ZhongXRXB22 | https://doi.org/10.1145/3510415 | Containerization is a lightweight application virtualization technology, providing high environmental consistency, operating system distribution portability, and resource isolation. Existing mainstream cloud service providers have prevalently adopted container technologies in their distributed system infrastructures fo... | @article{DBLP:journals/csur/ZhongXRXB22,
author = {Zhiheng Zhong and
Minxian Xu and
Maria Alejandra Rodriguez and
Cheng-Zhong Xu 0001 and
Rajkumar Buyya},
title = {Machine Learning-based Orchestration of Containers: A Taxonomy and ... |
1887623 | journals/csur/MagalhaesMB21 | Main Memory Database Recovery: A Survey. | Arlino Magalhães, José Maria Monteiro, Angelo Brayner | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 46:1-46:36 | https://dblp.org/rec/journals/csur/MagalhaesMB21 | https://doi.org/10.1145/3442197 | Many of today’s applications need massive real-time data processing. In-memory database systems have become a good alternative for these requirements. These systems maintain the primary copy of the database in the main memory to achieve high throughput rates and low latency. However, a database in RAM is more vulnerabl... | @article{DBLP:journals/csur/MagalhaesMB21,
author = {Arlino Magalhães and
José Maria Monteiro and
Angelo Brayner},
title = {Main Memory Database Recovery: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pages = ... |
1887696 | journals/csur/SouzaMNK22 | Measuring Presence in Virtual Environments: A Survey. | Vinicius Costa de Souza, Anderson Maciel, Luciana Porcher Nedel, Regis Kopper | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 163:1-163:37 | https://dblp.org/rec/journals/csur/SouzaMNK22 | https://doi.org/10.1145/3466817 | The effectiveness of a virtual reality experience is strongly affected by the sense of presence of the users involved. This article reviews the different definitions of presence and the main proposed methods to measure it through the analysis of 1,214 papers published in the past 30 years. From the analysis of 239 user... | @article{DBLP:journals/csur/SouzaMNK22,
author = {Vinicius Costa de Souza and
Anderson Maciel and
Luciana Porcher Nedel and
Regis Kopper},
title = {Measuring Presence in Virtual Environments: A Survey.},
journal = {ACM Comput. Surv.},
volum... |
1887584 | journals/csur/HuSSDYZ22 | Membership Inference Attacks on Machine Learning: A Survey. | Hongsheng Hu, Zoran Salcic, Lichao Sun 0001, Gillian Dobbie, Philip S. Yu, Xuyun Zhang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 235:1-235:37 | https://dblp.org/rec/journals/csur/HuSSDYZ22 | https://doi.org/10.1145/3523273 | Machine learning (ML) models have been widely applied to various applications, including image classification, text generation, audio recognition, and graph data analysis. However, recent studies have shown that ML models are vulnerable to membership inference attacks (MIAs), which aim to infer whether a data record wa... | @article{DBLP:journals/csur/HuSSDYZ22,
author = {Hongsheng Hu and
Zoran Salcic and
Lichao Sun 0001 and
Gillian Dobbie and
Philip S. Yu and
Xuyun Zhang},
title = {Membership Inference Attacks on Machine Learning: A... |
1887537 | journals/csur/CelesBL21 | Mobility Trace Analysis for Intelligent Vehicular Networks: Methods, Models, and Applications. | Clayson Celes, Azzedine Boukerche, Antonio A. F. Loureiro | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 49:1-49:38 | https://dblp.org/rec/journals/csur/CelesBL21 | https://doi.org/10.1145/3446679 | Intelligent vehicular networks emerge as a promising technology to provide efficient data communication in transportation systems and smart cities. At the same time, the popularization of devices with attached sensors has allowed the obtaining of a large volume of data with spatiotemporal information from different ent... | @article{DBLP:journals/csur/CelesBL21,
author = {Clayson Celes and
Azzedine Boukerche and
Antonio A. F. Loureiro},
title = {Mobility Trace Analysis for Intelligent Vehicular Networks: Methods, Models, and Applications.},
journal = {ACM Comput. Surv.},
volume... |
1887733 | journals/csur/ZhangZXZY22 | More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Design. | Lefeng Zhang, Tianqing Zhu, Ping Xiong 0001, Wanlei Zhou 0001, Philip S. Yu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 136:1-136:37 | https://dblp.org/rec/journals/csur/ZhangZXZY22 | https://doi.org/10.1145/3460771 | The vast majority of artificial intelligence solutions are founded on game theory, and differential privacy is emerging as perhaps the most rigorous and widely adopted privacy paradigm in the field. However, alongside all the advancements made in both these fields, there is not a single application that is not still vu... | @article{DBLP:journals/csur/ZhangZXZY22,
author = {Lefeng Zhang and
Tianqing Zhu and
Ping Xiong 0001 and
Wanlei Zhou 0001 and
Philip S. Yu},
title = {More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Desi... |
1887628 | journals/csur/MartinMGMS22 | Multimodality in VR: A Survey. | Daniel Martin, Sandra Malpica, Diego Gutierrez, Belén Masiá, Ana Serrano | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 216:1-216:36 | https://dblp.org/rec/journals/csur/MartinMGMS22 | https://doi.org/10.1145/3508361 | Virtual reality (VR) is rapidly growing, with the potential to change the way we create and consume content. In VR, users integrate multimodal sensory information they receive to create a unified perception of the virtual world. In this survey, we review the body of work addressing multimodality in VR and its role and ... | @article{DBLP:journals/csur/MartinMGMS22,
author = {Daniel Martin and
Sandra Malpica and
Diego Gutierrez and
Belén Masiá and
Ana Serrano},
title = {Multimodality in VR: A Survey.},
journal = {ACM Comput. Surv.},
volume ... |
1887653 | journals/csur/NasarJM21 | Named Entity Recognition and Relation Extraction: State-of-the-Art. | Zara Nasar, Syed Waqar Jaffry, Muhammad Kamran Malik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 20:1-20:39 | https://dblp.org/rec/journals/csur/NasarJM21 | https://doi.org/10.1145/3445965 | With the advent of Web 2.0, there exist many online platforms that result in massive textual-data production. With ever-increasing textual data at hand, it is of immense importance to extract information nuggets from this data. One approach towards effective harnessing of this unstructured textual data could be its tra... | @article{DBLP:journals/csur/NasarJM21,
author = {Zara Nasar and
Syed Waqar Jaffry and
Muhammad Kamran Malik},
title = {Named Entity Recognition and Relation Extraction: State-of-the-Art.},
journal = {ACM Comput. Surv.},
volume = {54},
number = ... |
1887735 | journals/csur/ZhaoAFLACB21 | Natural Language Processing for Requirements Engineering: A Systematic Mapping Study. | Liping Zhao 0001, Waad Alhoshan, Alessio Ferrari 0001, Keletso J. Letsholo, Muideen A. Ajagbe, Erol-Valeriu Chioasca, Riza Theresa Batista-Navarro | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 55:1-55:41 | https://dblp.org/rec/journals/csur/ZhaoAFLACB21 | https://doi.org/10.1145/3444689 | Natural Language Processing for Requirements Engineering (NLP4RE) is an area of research and development that seeks to apply natural language processing (NLP) techniques, tools, and resources to the requirements engineering (RE) process, to support human analysts to carry out various linguistic analysis tasks on textua... | @article{DBLP:journals/csur/ZhaoAFLACB21,
author = {Liping Zhao 0001 and
Waad Alhoshan and
Alessio Ferrari 0001 and
Keletso J. Letsholo and
Muideen A. Ajagbe and
Erol-Valeriu Chioasca and
Riza Theresa Bat... |
1887594 | journals/csur/Jiang21 | Networking in Oceans: A Survey. | Shengming Jiang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 13:1-13:33 | https://dblp.org/rec/journals/csur/Jiang21 | https://doi.org/10.1145/3428147 | The ocean is a huge saltwater body that is different from terrestrial environments in terms of deployment circumstance, weather conditions, and user distributions. Therefore, it is difficult to apply terrestrial networking technologies directly in oceans. The cost-effectiveness of satellites is still an issue to be add... | @article{DBLP:journals/csur/Jiang21,
author = {Shengming Jiang},
title = {Networking in Oceans: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {13:1--13:33},
year = {2022},
url = {https://doi.org/10.1145/3428147},
d... |
1887530 | journals/csur/BoukercheZ21 | Object Detection Using Deep Learning Methods in Traffic Scenarios. | Azzedine Boukerche, Hou Zhijun | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 30:1-30:35 | https://dblp.org/rec/journals/csur/BoukercheZ21 | https://doi.org/10.1145/3434398 | The recent boom of autonomous driving nowadays has made object detection in traffic scenes a hot topic of research. Designed to classify and locate instances in the image, this is a basic but challenging task in the computer vision field. With its powerful feature extraction abilities, which are vital for object detect... | @article{DBLP:journals/csur/BoukercheZ21,
author = {Azzedine Boukerche and
Hou Zhijun},
title = {Object Detection Using Deep Learning Methods in Traffic Scenarios.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {2},
pages = {30:1--30:35},
ye... |
1887658 | journals/csur/OikonomouKAK21 | On the Use of Intelligent Models towards Meeting the Challenges of the Edge Mesh. | Panagiotis Oikonomou, Anna Karanika, Christos Anagnostopoulos 0001, Kostas Kolomvatsos | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 125:1-125:42 | https://dblp.org/rec/journals/csur/OikonomouKAK21 | https://doi.org/10.1145/3456630 | Nowadays, we are witnessing the advent of the Internet of Things (IoT) with numerous devices performing interactions between them or with their environment. The huge number of devices leads to huge volumes of data that demand the appropriate processing. The “legacy” approach is to rely on Cloud where increased computat... | @article{DBLP:journals/csur/OikonomouKAK21,
author = {Panagiotis Oikonomou and
Anna Karanika and
Christos Anagnostopoulos 0001 and
Kostas Kolomvatsos},
title = {On the Use of Intelligent Models towards Meeting the Challenges of the Edge Mesh.},
jo... |
1887542 | journals/csur/Chefrour22 | One-Way Delay Measurement From Traditional Networks to SDN: A Survey. | Djalel Chefrour | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 156:1-156:35 | https://dblp.org/rec/journals/csur/Chefrour22 | https://doi.org/10.1145/3466167 | We expose the state of the art in the topic of one-way delay measurement in both traditional and software-defined networks. A representative range of standard mechanisms and recent research works, including OpenFlow and Programming Protocol-independent Packet Processors (P4)-based schemes, are covered. We classify them... | @article{DBLP:journals/csur/Chefrour22,
author = {Djalel Chefrour},
title = {One-Way Delay Measurement From Traditional Networks to SDN: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7},
pages = {156:1--156:35},
year = {2022},
url ... |
1887617 | journals/csur/LiuXLGYG22 | Opportunities and Challenges in Code Search Tools. | Chao Liu 0014, Xin Xia 0001, David Lo 0001, Cuiyun Gao 0001, Xiaohu Yang 0001, John C. Grundy | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 196:1-196:40 | https://dblp.org/rec/journals/csur/LiuXLGYG22 | https://doi.org/10.1145/3480027 | Code search is a core software engineering task. Effective code search tools can help developers substantially improve their software development efficiency and effectiveness. In recent years, many code search studies have leveraged different techniques, such as deep learning and information retrieval approaches, to re... | @article{DBLP:journals/csur/LiuXLGYG22,
author = {Chao Liu 0014 and
Xin Xia 0001 and
David Lo 0001 and
Cuiyun Gao 0001 and
Xiaohu Yang 0001 and
John C. Grundy},
title = {Opportunities and Challenges in Code Search... |
1887681 | journals/csur/RussoS21 | PLS-SEM for Software Engineering Research: An Introduction and Survey. | Daniel Russo 0002, Klaas-Jan Stol | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 78:1-78:38 | https://dblp.org/rec/journals/csur/RussoS21 | https://doi.org/10.1145/3447580 | Software Engineering (SE) researchers are increasingly paying attention to organizational and human factors. Rather than focusing only on variables that can be directly measured, such as lines of code, SE research studies now also consider unobservable variables, such as organizational culture and trust. To measure suc... | @article{DBLP:journals/csur/RussoS21,
author = {Daniel Russo 0002 and
Klaas-Jan Stol},
title = {PLS-SEM for Software Engineering Research: An Introduction and Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages = {78:1--78:38},
... |
1887517 | journals/csur/BaldassinBCR22 | Persistent Memory: A Survey of Programming Support and Implementations. | Alexandro Baldassin, João Barreto 0001, Daniel Castro 0004, Paolo Romano 0002 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 152:1-152:37 | https://dblp.org/rec/journals/csur/BaldassinBCR22 | https://doi.org/10.1145/3465402 | The recent rise of byte-addressable non-volatile memory technologies is blurring the dichotomy between memory and storage. In particular, they allow programmers to have direct access to persistent data instead of relying on traditional interfaces, such as file and database systems. However, they also bring new challeng... | @article{DBLP:journals/csur/BaldassinBCR22,
author = {Alexandro Baldassin and
João Barreto 0001 and
Daniel Castro 0004 and
Paolo Romano 0002},
title = {Persistent Memory: A Survey of Programming Support and Implementations.},
journal = {ACM C... |
1887684 | journals/csur/SanchezB22 | Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective. | Pablo Sánchez 0001, Alejandro Bellogín | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 223:1-223:37 | https://dblp.org/rec/journals/csur/SanchezB22 | https://doi.org/10.1145/3510409 | Point-of-Interest recommendation is an area of increasing research and development interest within the widely adopted technologies known as Recommender Systems. Among them, those that exploit information coming from Location-Based Social Networks are very popular nowadays and could work with different information sourc... | @article{DBLP:journals/csur/SanchezB22,
author = {Pablo Sánchez 0001 and
Alejandro Bellogín},
title = {Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective.},
journal = {ACM Comput. Surv.},
volume = {54... |
1887644 | journals/csur/MirzaSKM21 | Potential Deep Learning Solutions to Persistent and Emerging Big Data Challenges - A Practitioners' Cookbook. | Behroz Mirza, Tahir Q. Syed, Behraj Khan, Muhammad Yameen Malik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 10:1-10:39 | https://dblp.org/rec/journals/csur/MirzaSKM21 | https://doi.org/10.1145/3427476 | The phenomenon of Big Data continues to present moving targets for the scientific and technological state-of-the-art. This work demonstrates that the solution space of these challenges has expanded with deep learning now moving beyond traditional applications in computer vision and natural language processing to divers... | @article{DBLP:journals/csur/MirzaSKM21,
author = {Behroz Mirza and
Tahir Q. Syed and
Behraj Khan and
Muhammad Yameen Malik},
title = {Potential Deep Learning Solutions to Persistent and Emerging Big Data Challenges - A Practitioners' Cookbook.},
j... |
1887569 | journals/csur/GewersFASCAC21 | Principal Component Analysis: A Natural Approach to Data Exploration. | Felipe L. Gewers, Gustavo R. Ferreira, Henrique Ferraz de Arruda, Filipi Nascimento Silva, Cesar H. Comin, Diego R. Amancio, Luciano da Fontoura Costa | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 70:1-70:34 | https://dblp.org/rec/journals/csur/GewersFASCAC21 | https://doi.org/10.1145/3447755 | Principal component analysis (PCA) is often applied for analyzing data in the most diverse areas. This work reports, in an accessible and integrated manner, several theoretical and practical aspects of PCA. The basic principles underlying PCA, data standardization, possible visualizations of the PCA results, and outlie... | @article{DBLP:journals/csur/GewersFASCAC21,
author = {Felipe L. Gewers and
Gustavo R. Ferreira and
Henrique Ferraz de Arruda and
Filipi Nascimento Silva and
Cesar H. Comin and
Diego R. Amancio and
Luciano... |
1887509 | journals/csur/AljeraisyBRP21 | Privacy Laws and Privacy by Design Schemes for the Internet of Things: A Developer's Perspective. | Atheer Aljeraisy, Masoud Barati, Omer F. Rana, Charith Perera | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 102:1-102:38 | https://dblp.org/rec/journals/csur/AljeraisyBRP21 | https://doi.org/10.1145/3450965 | Internet of Things applications have the potential to derive sensitive information about individuals. Therefore, developers must exercise due diligence to make sure that data are managed according to the privacy regulations and data protection laws. However, doing so can be a difficult and challenging task. Recent rese... | @article{DBLP:journals/csur/AljeraisyBRP21,
author = {Atheer Aljeraisy and
Masoud Barati and
Omer F. Rana and
Charith Perera},
title = {Privacy Laws and Privacy by Design Schemes for the Internet of Things: A Developer's Perspective.},
journal ... |
1887683 | journals/csur/SalamSO21 | Probabilistic Rule Learning Systems: A Survey. | Abdus Salam, Rolf Schwitter, Mehmet A. Orgun | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 79:1-79:16 | https://dblp.org/rec/journals/csur/SalamSO21 | https://doi.org/10.1145/3447581 | This survey provides an overview of rule learning systems that can learn the structure of probabilistic rules for uncertain domains. These systems are very useful in such domains because they can be trained with a small amount of positive and negative examples, use declarative representations of background knowledge, a... | @article{DBLP:journals/csur/SalamSO21,
author = {Abdus Salam and
Rolf Schwitter and
Mehmet A. Orgun},
title = {Probabilistic Rule Learning Systems: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
pages = {79:1--... |
1887633 | journals/csur/McIntoshKCNW22 | Ransomware Mitigation in the Modern Era: A Comprehensive Review, Research Challenges, and Future Directions. | Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 197:1-197:36 | https://dblp.org/rec/journals/csur/McIntoshKCNW22 | https://doi.org/10.1145/3479393 | Although ransomware has been around since the early days of personal computers, its sophistication and aggression have increased substantially over the years. Ransomware, as a type of malware to extort ransom payments from victims, has evolved to deliver payloads in different attack vectors and on multiple platforms, a... | @article{DBLP:journals/csur/McIntoshKCNW22,
author = {Timothy R. McIntosh and
A. S. M. Kayes and
Yi-Ping Phoebe Chen and
Alex Ng and
Paul A. Watters},
title = {Ransomware Mitigation in the Modern Era: A Comprehensive Review, Resear... |
1887621 | journals/csur/LuengoG21 | Recommendations on Statistical Randomness Test Batteries for Cryptographic Purposes. | Elena Almaraz Luengo, Luis Javier García-Villalba | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 80:1-80:34 | https://dblp.org/rec/journals/csur/LuengoG21 | https://doi.org/10.1145/3447773 | Security in different applications is closely related to the goodness of the sequences generated for such purposes. Not only in Cryptography but also in other areas, it is necessary to obtain long sequences of random numbers or that, at least, behave as such. To decide whether the generator used produces sequences that... | @article{DBLP:journals/csur/LuengoG21,
author = {Elena Almaraz Luengo and
Luis Javier García-Villalba},
title = {Recommendations on Statistical Randomness Test Batteries for Cryptographic Purposes.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {4},
... |
1887605 | journals/csur/LalapuraAS21 | Recurrent Neural Networks for Edge Intelligence: A Survey. | Varsha S. Lalapura, Joseph Amudha, Hariramn Selvamuruga Satheesh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 91:1-91:38 | https://dblp.org/rec/journals/csur/LalapuraAS21 | https://doi.org/10.1145/3448974 | Recurrent Neural Networks are ubiquitous and pervasive in many artificial intelligence applications such as speech recognition, predictive healthcare, creative art, and so on. Although they provide accurate superior solutions, they pose a massive challenge “training havoc.” Current expansion of IoT demands intelligent ... | @article{DBLP:journals/csur/LalapuraAS21,
author = {Varsha S. Lalapura and
Joseph Amudha and
Hariramn Selvamuruga Satheesh},
title = {Recurrent Neural Networks for Edge Intelligence: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887531 | journals/csur/BoyarFL21 | Relative Worst-order Analysis: A Survey. | Joan Boyar, Lene M. Favrholdt, Kim S. Larsen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 8:1-8:21 | https://dblp.org/rec/journals/csur/BoyarFL21 | https://doi.org/10.1145/3425910 | The standard measure for the quality of online algorithms is the competitive ratio. This measure is generally applicable, and for some problems it works well, but for others it fails to distinguish between algorithms that have very different performance. Thus, ever since its introduction, researchers have worked on imp... | @article{DBLP:journals/csur/BoyarFL21,
author = {Joan Boyar and
Lene M. Favrholdt and
Kim S. Larsen},
title = {Relative Worst-order Analysis: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {8:1--8:21},
... |
1887711 | journals/csur/VyasPS21 | Relay-based Communications in WBANs: A Comprehensive Survey. | Avani Vyas, Sujata Pal, Barun Kumar Saha | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 2:1-2:34 | https://dblp.org/rec/journals/csur/VyasPS21 | https://doi.org/10.1145/3423164 | Wireless Body Area Networks (WBANs) constitute an emerging technology in the field of health care that makes health monitoring possible from one’s home itself. WBANs open many challenges by placing sensors on/inside human bodies for collecting various health-related information. Unlike traditional Wireless Sensor Netwo... | @article{DBLP:journals/csur/VyasPS21,
author = {Avani Vyas and
Sujata Pal and
Barun Kumar Saha},
title = {Relay-based Communications in WBANs: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages ... |
1887592 | journals/csur/JamilISMB22 | Resource Allocation and Task Scheduling in Fog Computing and Internet of Everything Environments: A Taxonomy, Review, and Future Directions. | Bushra Jamil, Humaira Ijaz, Mohammad Shojafar, Kashif Munir, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 233:1-233:38 | https://dblp.org/rec/journals/csur/JamilISMB22 | https://doi.org/10.1145/3513002 | The Internet of Everything paradigm is being rapidly adopted in developing applications for different domains like smart agriculture, smart city, big data streaming, and so on. These IoE applications are leveraging cloud computing resources for execution. Fog computing, which emerged as an extension of cloud computing,... | @article{DBLP:journals/csur/JamilISMB22,
author = {Bushra Jamil and
Humaira Ijaz and
Mohammad Shojafar and
Kashif Munir and
Rajkumar Buyya},
title = {Resource Allocation and Task Scheduling in Fog Computing and Internet of Everythi... |
1887536 | journals/csur/CardelliniPNR22 | Runtime Adaptation of Data Stream Processing Systems: The State of the Art. | Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli 0001, Gabriele Russo Russo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 237:1-237:36 | https://dblp.org/rec/journals/csur/CardelliniPNR22 | https://doi.org/10.1145/3514496 | Data stream processing (DSP) has emerged over the years as the reference paradigm for the analysis of continuous and fast information flows, which often have to be processed with low-latency requirements to extract insights and knowledge from raw data. Dealing with unbounded dataflows, DSP applications are typically lo... | @article{DBLP:journals/csur/CardelliniPNR22,
author = {Valeria Cardellini and
Francesco Lo Presti and
Matteo Nardelli 0001 and
Gabriele Russo Russo},
title = {Runtime Adaptation of Data Stream Processing Systems: The State of the Art.},
journal ... |
1887640 | journals/csur/MinGZYZCC22 | Screen Content Quality Assessment: Overview, Benchmark, and Beyond. | Xiongkuo Min, Ke Gu 0001, Guangtao Zhai, Xiaokang Yang 0001, Wenjun Zhang 0001, Patrick Le Callet, Chang Wen Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 187:1-187:36 | https://dblp.org/rec/journals/csur/MinGZYZCC22 | https://doi.org/10.1145/3470970 | Screen content, which is often computer-generated, has many characteristics distinctly different from conventional camera-captured natural scene content. Such characteristic differences impose major challenges to the corresponding content quality assessment, which plays a critical role to ensure and improve the final u... | @article{DBLP:journals/csur/MinGZYZCC22,
author = {Xiongkuo Min and
Ke Gu 0001 and
Guangtao Zhai and
Xiaokang Yang 0001 and
Wenjun Zhang 0001 and
Patrick Le Callet and
Chang Wen Chen},
title = {S... |
1887566 | journals/csur/FeiYDX21 | Security Vulnerabilities of SGX and Countermeasures: A Survey. | Shufan Fei, Zheng Yan 0002, Wenxiu Ding, Haomeng Xie | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 126:1-126:36 | https://dblp.org/rec/journals/csur/FeiYDX21 | https://doi.org/10.1145/3456631 | Trusted Execution Environments (TEEs) have been widely used in many security-critical applications. The popularity of TEEs derives from its high security and trustworthiness supported by secure hardware. Intel Software Guard Extensions (SGX) is one of the most representative TEEs that creates an isolated environment on... | @article{DBLP:journals/csur/FeiYDX21,
author = {Shufan Fei and
Zheng Yan 0002 and
Wenxiu Ding and
Haomeng Xie},
title = {Security Vulnerabilities of SGX and Countermeasures: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
... |
1887523 | journals/csur/BernalCPBB21 | Security in Brain-Computer Interfaces: State-of-the-Art, Opportunities, and Future Challenges. | Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Michael Taynnan Barros, Sasitharan Balasubramaniam | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 11:1-11:35 | https://dblp.org/rec/journals/csur/BernalCPBB21 | https://doi.org/10.1145/3427376 | Brain-Computer Interfaces (BCIs) have significantly improved the patients’ quality of life by restoring damaged hearing, sight, and movement capabilities. After evolving their application scenarios, the current trend of BCI is to enable new innovative brain-to-brain and brain-to-the-Internet communication paradigms. Th... | @article{DBLP:journals/csur/BernalCPBB21,
author = {Sergio López Bernal and
Alberto Huertas Celdrán and
Gregorio Martínez Pérez and
Michael Taynnan Barros and
Sasitharan Balasubramaniam},
title = {Security in Brain-Computer Interfa... |
1887678 | journals/csur/RidolfiKBWJP21 | Self-calibration and Collaborative Localization for UWB Positioning Systems: A Survey and Future Research Directions. | Matteo Ridolfi, Abdil Kaya, Rafael Berkvens, Maarten Weyn, Wout Joseph, Eli De Poorter | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 88:1-88:27 | https://dblp.org/rec/journals/csur/RidolfiKBWJP21 | https://doi.org/10.1145/3448303 | Ultra-Wideband (UWB) is a Radio Frequency technology that is currently used for accurate indoor localization. However, the cost of deploying such a system is large, mainly due to the need for manually measuring the exact location of the installed infrastructure devices (“anchor nodes”). Self-calibration of UWB reduces ... | @article{DBLP:journals/csur/RidolfiKBWJP21,
author = {Matteo Ridolfi and
Abdil Kaya and
Rafael Berkvens and
Maarten Weyn and
Wout Joseph and
Eli De Poorter},
title = {Self-calibration and Collaborative Localizatio... |
1887702 | journals/csur/TamineG22 | Semantic Information Retrieval on Medical Texts: Research Challenges, Survey, and Open Issues. | Lynda Tamine, Lorraine Goeuriot | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 146:1-146:38 | https://dblp.org/rec/journals/csur/TamineG22 | https://doi.org/10.1145/3462476 | The explosive growth and widespread accessibility of medical information on the Internet have led to a surge of research activity in a wide range of scientific communities including health informatics and information retrieval (IR). One of the common concerns of this research, across these disciplines, is how to design... | @article{DBLP:journals/csur/TamineG22,
author = {Lynda Tamine and
Lorraine Goeuriot},
title = {Semantic Information Retrieval on Medical Texts: Research Challenges, Survey, and Open Issues.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7},
pages ... |
1887692 | journals/csur/ShafieiKM22 | Serverless Computing: A Survey of Opportunities, Challenges, and Applications. | Hossein Shafiei, Ahmad Khonsari, Payam Mousavi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 239:1-239:32 | https://dblp.org/rec/journals/csur/ShafieiKM22 | https://doi.org/10.1145/3510611 | The emerging serverless computing paradigm has attracted attention from both academia and industry. This paradigm brings benefits such as less operational complexity, a pay-as-you-go pricing model, and an auto-scaling feature. The paradigm opens up new opportunities and challenges for cloud application developers. In t... | @article{DBLP:journals/csur/ShafieiKM22,
author = {Hossein Shafiei and
Ahmad Khonsari and
Payam Mousavi},
title = {Serverless Computing: A Survey of Opportunities, Challenges, and Applications.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887693 | journals/csur/SiqueiraD22 | Service Computing for Industry 4.0: State of the Art, Challenges, and Research Opportunities. | Frank Siqueira, Joseph G. Davis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 188:1-188:38 | https://dblp.org/rec/journals/csur/SiqueiraD22 | https://doi.org/10.1145/3478680 | Recent advances in the large-scale adoption of information and communication technologies in manufacturing processes, known as Industry 4.0 or Smart Manufacturing, provide us a window into how the manufacturing sector will evolve in the coming decades. As a result of these initiatives, manufacturing firms have started ... | @article{DBLP:journals/csur/SiqueiraD22,
author = {Frank Siqueira and
Joseph G. Davis},
title = {Service Computing for Industry 4.0: State of the Art, Challenges, and Research Opportunities.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {9},
pages ... |
1887709 | journals/csur/Varela-VacaQ21 | Smart Contract Languages: A Multivocal Mapping Study. | Ángel Jesús Varela-Vaca, Antonia M. Reina Quintero | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 3:1-3:38 | https://dblp.org/rec/journals/csur/Varela-VacaQ21 | https://doi.org/10.1145/3423166 | Blockchain is a disruptive technology that has attracted the attention of the scientific community and companies, as proven by the exponential growth of publications on this topic in recent years. This growing interest is mainly due to the promise that the use of blockchain enables it to be verified, without including ... | @article{DBLP:journals/csur/Varela-VacaQ21,
author = {Ángel Jesús Varela-Vaca and
Antonia M. Reina Quintero},
title = {Smart Contract Languages: A Multivocal Mapping Study.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {3:1--3:38... |
1887506 | journals/csur/AlharbiDYTK21 | Social Media Identity Deception Detection: A Survey. | Ahmed Alharbi, Hai Dong, Xun Yi, Zahir Tari, Ibrahim Khalil 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 69:1-69:35 | https://dblp.org/rec/journals/csur/AlharbiDYTK21 | https://doi.org/10.1145/3446372 | Social media have been growing rapidly and become essential elements of many people’s lives. Meanwhile, social media have also come to be a popular source for identity deception. Many social media identity deception cases have arisen over the past few years. Recent studies have been conducted to prevent and detect iden... | @article{DBLP:journals/csur/AlharbiDYTK21,
author = {Ahmed Alharbi and
Hai Dong and
Xun Yi and
Zahir Tari and
Ibrahim Khalil 0001},
title = {Social Media Identity Deception Detection: A Survey.},
journal = {ACM Comput. Surv.... |
1887526 | journals/csur/BluemkeM21 | Software Testing Effort Estimation and Related Problems: A Systematic Literature Review. | Ilona Bluemke, Agnieszka Malanowska | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 53:1-53:38 | https://dblp.org/rec/journals/csur/BluemkeM21 | https://doi.org/10.1145/3442694 | Although testing effort estimation is a very important task in software project management, it is rarely described in the literature. There are many difficulties in finding any useful methods or tools for this purpose. Solutions to many other problems related to testing effort calculation are published much more often.... | @article{DBLP:journals/csur/BluemkeM21,
author = {Ilona Bluemke and
Agnieszka Malanowska},
title = {Software Testing Effort Estimation and Related Problems: A Systematic Literature Review.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages ... |
1887656 | journals/csur/NguyenJCD21 | Survey of Post-OCR Processing Approaches. | Thi Tuyet Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Antoine Doucet | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 124:1-124:37 | https://dblp.org/rec/journals/csur/NguyenJCD21 | https://doi.org/10.1145/3453476 | Optical character recognition (OCR) is one of the most popular techniques used for converting printed documents into machine-readable ones. While OCR engines can do well with modern text, their performance is unfortunately significantly reduced on historical materials. Additionally, many texts have already been process... | @article{DBLP:journals/csur/NguyenJCD21,
author = {Thi Tuyet Hai Nguyen and
Adam Jatowt and
Mickaël Coustaty and
Antoine Doucet},
title = {Survey of Post-OCR Processing Approaches.},
journal = {ACM Comput. Surv.},
volume = {54},
num... |
1887720 | journals/csur/XiongS21 | Survey of Transient Execution Attacks and Their Mitigations. | Wenjie Xiong 0001, Jakub Szefer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 54:1-54:36 | https://dblp.org/rec/journals/csur/XiongS21 | https://doi.org/10.1145/3442479 | Transient execution attacks, also known as speculative execution attacks, have drawn much interest in the last few years as they can cause critical data leakage. Since the first disclosure of Spectre and Meltdown attacks in January 2018, a number of new transient execution attack types have been demonstrated targeting ... | @article{DBLP:journals/csur/XiongS21,
author = {Wenjie Xiong 0001 and
Jakub Szefer},
title = {Survey of Transient Execution Attacks and Their Mitigations.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {3},
pages = {54:1--54:36},
year ... |
1887559 | journals/csur/DotanPSTZ21 | Survey on Blockchain Networking: Context, State-of-the-Art, Challenges. | Maya Dotan, Yvonne-Anne Pignolet, Stefan Schmid 0001, Saar Tochner, Aviv Zohar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 107:1-107:34 | https://dblp.org/rec/journals/csur/DotanPSTZ21 | https://doi.org/10.1145/3453161 | Blockchains, in general, and cryptocurrencies such as Bitcoin, in particular, are realized using distributed systems and hence critically rely on the performance and security of the interconnecting network. The requirements on these networks and their usage, however, can differ significantly from traditional communicat... | @article{DBLP:journals/csur/DotanPSTZ21,
author = {Maya Dotan and
Yvonne-Anne Pignolet and
Stefan Schmid 0001 and
Saar Tochner and
Aviv Zohar},
title = {Survey on Blockchain Networking: Context, State-of-the-Art, Challenges.},
jo... |
1887642 | journals/csur/MinaevaH21 | Survey on Periodic Scheduling for Time-triggered Hard Real-time Systems. | Anna Minaeva, Zdenek Hanzálek | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 23:1-23:32 | https://dblp.org/rec/journals/csur/MinaevaH21 | https://doi.org/10.1145/3431232 | This survey covers the basic principles and related works addressing the time-triggered scheduling of periodic tasks with deadlines. The wide range of applications and the increasing complexity of modern real-time systems result in the continually growing interest in this topic. However, the articles in this field appe... | @article{DBLP:journals/csur/MinaevaH21,
author = {Anna Minaeva and
Zdenek Hanzálek},
title = {Survey on Periodic Scheduling for Time-triggered Hard Real-time Systems.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {23:1--23:32},
... |
1887514 | journals/csur/AstolfiRPMP21 | Syntactic Pattern Recognition in Computer Vision: A Systematic Review. | Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 65:1-65:35 | https://dblp.org/rec/journals/csur/AstolfiRPMP21 | https://doi.org/10.1145/3447241 | Using techniques derived from the syntactic methods for visual pattern recognition is not new and was much explored in the area called syntactical or structural pattern recognition. Syntactic methods have been useful because they are intuitively simple to understand and have transparent, interpretable, and elegant repr... | @article{DBLP:journals/csur/AstolfiRPMP21,
author = {Gilberto Astolfi and
Fábio Prestes Cesar Rezende and
João Vitor de Andrade Porto and
Edson Takashi Matsubara and
Hemerson Pistori},
title = {Syntactic Pattern Recognition in Comp... |
1887576 | journals/csur/GumielOCGPBC22 | Temporal Relation Extraction in Clinical Texts: A Systematic Review. | Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, Vincent Claveau, Natalia Grabar, Emerson Cabrera Paraiso, Claudia Maria Cabral Moro Barra, Deborah Ribeiro Carvalho | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 144:1-144:36 | https://dblp.org/rec/journals/csur/GumielOCGPBC22 | https://doi.org/10.1145/3462475 | Unstructured data in electronic health records, represented by clinical texts, are a vast source of healthcare information because they describe a patient's journey, including clinical findings, procedures, and information about the continuity of care. The publication of several studies on temporal relation extraction ... | @article{DBLP:journals/csur/GumielOCGPBC22,
author = {Yohan Bonescki Gumiel and
Lucas Emanuel Silva e Oliveira and
Vincent Claveau and
Natalia Grabar and
Emerson Cabrera Paraiso and
Claudia Maria Cabral Moro Barra and
... |
1887588 | journals/csur/IgnaczakGCR22 | Text Mining in Cybersecurity: A Systematic Literature Review. | Luciano Ignaczak, Guilherme Goldschmidt, Cristiano André da Costa, Rodrigo da Rosa Righi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 140:1-140:36 | https://dblp.org/rec/journals/csur/IgnaczakGCR22 | https://doi.org/10.1145/3462477 | The growth of data volume has changed cybersecurity activities, demanding a higher level of automation. In this new cybersecurity landscape, text mining emerged as an alternative to improve the efficiency of the activities involving unstructured data. This article proposes a Systematic Literature Review ( SLR ) to pres... | @article{DBLP:journals/csur/IgnaczakGCR22,
author = {Luciano Ignaczak and
Guilherme Goldschmidt and
Cristiano André da Costa and
Rodrigo da Rosa Righi},
title = {Text Mining in Cybersecurity: A Systematic Literature Review.},
journal = {ACM C... |
1887544 | journals/csur/ChenJZLW21 | Text Recognition in the Wild: A Survey. | Xiaoxue Chen, Lianwen Jin, Yuanzhi Zhu, Canjie Luo, Tianwei Wang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 42:1-42:35 | https://dblp.org/rec/journals/csur/ChenJZLW21 | https://doi.org/10.1145/3440756 | The history of text can be traced back over thousands of years. Rich and precise semantic information carried by text is important in a wide range of vision-based application scenarios. Therefore, text recognition in natural scenes has been an active research topic in computer vision and pattern recognition. In recent ... | @article{DBLP:journals/csur/ChenJZLW21,
author = {Xiaoxue Chen and
Lianwen Jin and
Yuanzhi Zhu and
Canjie Luo and
Tianwei Wang},
title = {Text Recognition in the Wild: A Survey.},
journal = {ACM Comput. Surv.},
volume ... |
1887586 | journals/csur/HuangHOVLC21 | The Application of the Blockchain Technology in Voting Systems: A Review. | Jun Huang 0002, Debiao He, Mohammad S. Obaidat, Pandi Vijayakumar, Min Luo 0002, Kim-Kwang Raymond Choo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 60:1-60:28 | https://dblp.org/rec/journals/csur/HuangHOVLC21 | https://doi.org/10.1145/3439725 | Voting is a formal expression of opinion or choice, either positive or negative, made by an individual or a group of individuals. However, conventional voting systems tend to be centralized, which are known to suffer from security and efficiency limitations. Hence, there has been a trend of moving to decentralized voti... | @article{DBLP:journals/csur/HuangHOVLC21,
author = {Jun Huang 0002 and
Debiao He and
Mohammad S. Obaidat and
Pandi Vijayakumar and
Min Luo 0002 and
Kim-Kwang Raymond Choo},
title = {The Application of the Blockcha... |
1887643 | journals/csur/MirskyL21 | The Creation and Detection of Deepfakes: A Survey. | Yisroel Mirsky, Wenke Lee | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 7:1-7:41 | https://dblp.org/rec/journals/csur/MirskyL21 | https://doi.org/10.1145/3425780 | Generative deep learning algorithms have progressed to a point where it is difficult to tell the difference between what is real and what is fake. In 2018, it was discovered how easy it is to use this technology for unethical and malicious applications, such as the spread of misinformation, impersonation of political l... | @article{DBLP:journals/csur/MirskyL21,
author = {Yisroel Mirsky and
Wenke Lee},
title = {The Creation and Detection of Deepfakes: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {1},
pages = {7:1--7:41},
year = {2022},
url... |
1887561 | journals/csur/DuSZZM22 | The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances. | Hang Du, Hailin Shi, Dan Zeng 0001, Xiao-Ping Zhang 0002, Tao Mei 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 212:1-212:42 | https://dblp.org/rec/journals/csur/DuSZZM22 | https://doi.org/10.1145/3507902 | Face recognition (FR) is one of the most popular and long-standing topics in computer vision. With the recent development of deep learning techniques and large-scale datasets, deep face recognition has made remarkable progress and has been widely used in many real-world applications. Given a natural image or video fram... | @article{DBLP:journals/csur/DuSZZM22,
author = {Hang Du and
Hailin Shi and
Dan Zeng 0001 and
Xiao-Ping Zhang 0002 and
Tao Mei 0001},
title = {The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances.},
journa... |
1887551 | journals/csur/ChurchillS22 | The Evolution of Topic Modeling. | Rob Churchill, Lisa Singh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 215:1-215:35 | https://dblp.org/rec/journals/csur/ChurchillS22 | https://doi.org/10.1145/3507900 | Topic models have been applied to everything from books to newspapers to social media posts in an effort to identify the most prevalent themes of a text corpus. We provide an in-depth analysis of unsupervised topic models from their inception to today. We trace the origins of different types of contemporary topic model... | @article{DBLP:journals/csur/ChurchillS22,
author = {Rob Churchill and
Lisa Singh},
title = {The Evolution of Topic Modeling.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {10s},
pages = {215:1--215:35},
year = {2022},
url ... |
1887575 | journals/csur/GuerreiroFP21 | The Hypervolume Indicator: Computational Problems and Algorithms. | Andreia P. Guerreiro, Carlos M. Fonseca, Luís Paquete | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 119:1-119:42 | https://dblp.org/rec/journals/csur/GuerreiroFP21 | https://doi.org/10.1145/3453474 | The hypervolume indicator is one of the most used set-quality indicators for the assessment of stochastic multiobjective optimizers, as well as for selection in evolutionary multiobjective optimization algorithms. Its theoretical properties justify its wide acceptance, particularly the strict monotonicity with respect ... | @article{DBLP:journals/csur/GuerreiroFP21,
author = {Andreia P. Guerreiro and
Carlos M. Fonseca and
Luís Paquete},
title = {The Hypervolume Indicator: Computational Problems and Algorithms.},
journal = {ACM Comput. Surv.},
volume = {54},
number ... |
1887639 | journals/csur/MichelBRS21 | The Programmable Data Plane: Abstractions, Architectures, Algorithms, and Applications. | Oliver Michel, Roberto Bifulco, Gábor Rétvári, Stefan Schmid 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 82:1-82:36 | https://dblp.org/rec/journals/csur/MichelBRS21 | https://doi.org/10.1145/3447868 | Programmable data plane technologies enable the systematic reconfiguration of the low-level processing steps applied to network packets and are key drivers toward realizing the next generation of network services and applications. This survey presents recent trends and issues in the design and implementation of program... | @article{DBLP:journals/csur/MichelBRS21,
author = {Oliver Michel and
Roberto Bifulco and
Gábor Rétvári and
Stefan Schmid 0001},
title = {The Programmable Data Plane: Abstractions, Architectures, Algorithms, and Applications.},
journal = {ACM ... |
1887533 | journals/csur/BruelEGMNM21 | The Role of Formalism in System Requirements. | Jean-Michel Bruel, Sophie Ebersold, Florian Galinier, Manuel Mazzara, Alexandr Naumchev, Bertrand Meyer 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 93:1-93:36 | https://dblp.org/rec/journals/csur/BruelEGMNM21 | https://doi.org/10.1145/3448975 | A major determinant of the quality of software systems is the quality of their requirements, which should be both understandable and precise. Most requirements are written in natural language, which is good for understandability but lacks precision. To make requirements precise, researchers have for years advocated the... | @article{DBLP:journals/csur/BruelEGMNM21,
author = {Jean-Michel Bruel and
Sophie Ebersold and
Florian Galinier and
Manuel Mazzara and
Alexandr Naumchev and
Bertrand Meyer 0001},
title = {The Role of Formalism in S... |
1887611 | journals/csur/LiGCCHG22 | The Serverless Computing Survey: A Technical Primer for Design Architecture. | Zijun Li 0001, Linsong Guo, Jiagan Cheng, Quan Chen 0002, Bingsheng He, Minyi Guo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 220:1-220:34 | https://dblp.org/rec/journals/csur/LiGCCHG22 | https://doi.org/10.1145/3508360 | The development of cloud infrastructures inspires the emergence of cloud-native computing. As the most promising architecture for deploying microservices, serverless computing has recently attracted more and more attention in both industry and academia. Due to its inherent scalability and flexibility, serverless comput... | @article{DBLP:journals/csur/LiGCCHG22,
author = {Zijun Li 0001 and
Linsong Guo and
Jiagan Cheng and
Quan Chen 0002 and
Bingsheng He and
Minyi Guo},
title = {The Serverless Computing Survey: A Technical Primer for ... |
1887541 | journals/csur/ChauhanS22 | Topic Modeling Using Latent Dirichlet allocation: A Survey. | Uttam Chauhan, Apurva Shah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 145:1-145:35 | https://dblp.org/rec/journals/csur/ChauhanS22 | https://doi.org/10.1145/3462478 | We are not able to deal with a mammoth text corpus without summarizing them into a relatively small subset. A computational tool is extremely needed to understand such a gigantic pool of text. Probabilistic Topic Modeling discovers and explains the enormous collection of documents by reducing them in a topical subspace... | @article{DBLP:journals/csur/ChauhanS22,
author = {Uttam Chauhan and
Apurva Shah},
title = {Topic Modeling Using Latent Dirichlet allocation: A Survey.},
journal = {ACM Comput. Surv.},
volume = {54},
number = {7},
pages = {145:1--145:35},
year ... |
1887662 | journals/csur/PalSDKRP21 | Topic-based Video Analysis: A Survey. | Ratnabali Pal, Arif Ahmed Sekh, Debi Prosad Dogra, Samarjit Kar, Partha Pratim Roy 0001, Dilip K. Prasad | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 118:1-118:34 | https://dblp.org/rec/journals/csur/PalSDKRP21 | https://doi.org/10.1145/3459089 | Manual processing of a large volume of video data captured through closed-circuit television is challenging due to various reasons. First, manual analysis is highly time-consuming. Moreover, as surveillance videos are recorded in dynamic conditions such as in the presence of camera motion, varying illumination, or occl... | @article{DBLP:journals/csur/PalSDKRP21,
author = {Ratnabali Pal and
Arif Ahmed Sekh and
Debi Prosad Dogra and
Samarjit Kar and
Partha Pratim Roy 0001 and
Dilip K. Prasad},
title = {Topic-based Video Analysis: A Su... |
1887608 | journals/csur/LeeBHH22 | Towards Augmented Reality Driven Human-City Interaction: Current Research on Mobile Headsets and Future Challenges. | Lik-Hang Lee, Tristan Braud, Simo Hosio, Pan Hui 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 165:1-165:38 | https://dblp.org/rec/journals/csur/LeeBHH22 | https://doi.org/10.1145/3467963 | Interaction design for Augmented Reality (AR) is gaining attention from both academia and industry. This survey discusses 260 articles (68.8% of articles published between 2015–2019) to review the field of human interaction in connected cities with emphasis on augmented reality-driven interaction. We provide an overvie... | @article{DBLP:journals/csur/LeeBHH22,
author = {Lik-Hang Lee and
Tristan Braud and
Simo Hosio and
Pan Hui 0001},
title = {Towards Augmented Reality Driven Human-City Interaction: Current Research on Mobile Headsets and Future Challenges.},
journal... |
1887589 | journals/csur/ItohLSP21 | Towards Indistinguishable Augmented Reality: A Survey on Optical See-through Head-mounted Displays. | Yuta Itoh 0001, Tobias Langlotz, Jonathan Sutton, Alexander Plopski | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 120:1-120:36 | https://dblp.org/rec/journals/csur/ItohLSP21 | https://doi.org/10.1145/3453157 | Adding virtual information that is indistinguishable from reality has been a long-awaited goal in Augmented Reality (AR). While already demonstrated in the 1960s, only recently have Optical See-Through Head-Mounted Displays (OST-HMDs) seen a reemergence, partially thanks to large investments from industry, and are now ... | @article{DBLP:journals/csur/ItohLSP21,
author = {Yuta Itoh 0001 and
Tobias Langlotz and
Jonathan Sutton and
Alexander Plopski},
title = {Towards Indistinguishable Augmented Reality: A Survey on Optical See-through Head-mounted Displays.},
journal ... |
1887619 | journals/csur/LohachabGKALCX22 | Towards Interconnected Blockchains: A Comprehensive Review of the Role of Interoperability among Disparate Blockchains. | Ankur Lohachab, Saurabh Garg 0001, Byeong Kang 0001, Muhammad Bilal Amin, Junmin Lee, Shiping Chen 0001, Xiwei Xu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 135:1-135:39 | https://dblp.org/rec/journals/csur/LohachabGKALCX22 | https://doi.org/10.1145/3460287 | Unprecedented attention towards blockchain technology is serving as a game-changer in fostering the development of blockchain-enabled distinctive frameworks. However, fragmentation unleashed by its underlying concepts hinders different stakeholders from effectively utilizing blockchain-supported services, resulting in ... | @article{DBLP:journals/csur/LohachabGKALCX22,
author = {Ankur Lohachab and
Saurabh Garg 0001 and
Byeong Kang 0001 and
Muhammad Bilal Amin and
Junmin Lee and
Shiping Chen 0001 and
Xiwei Xu 0001},
title ... |
1887680 | journals/csur/RoyGGD22 | Transcriptional Regulatory Network Topology with Applications to Bio-inspired Networking: A Survey. | Satyaki Roy, Preetam Ghosh, Nirnay Ghosh, Sajal K. Das 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 166:1-166:36 | https://dblp.org/rec/journals/csur/RoyGGD22 | https://doi.org/10.1145/3468266 | The advent of the edge computing network paradigm places the computational and storage resources away from the data centers and closer to the edge of the network largely comprising the heterogeneous IoT devices collecting huge volumes of data. This paradigm has led to considerable improvement in network latency and ban... | @article{DBLP:journals/csur/RoyGGD22,
author = {Satyaki Roy and
Preetam Ghosh and
Nirnay Ghosh and
Sajal K. Das 0001},
title = {Transcriptional Regulatory Network Topology with Applications to Bio-inspired Networking: A Survey.},
journal = {A... |
1887602 | journals/csur/KhanNHZKS22 | Transformers in Vision: A Survey. | Salman H. Khan 0001, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,022 | unknown | 200:1-200:41 | https://dblp.org/rec/journals/csur/KhanNHZKS22 | https://doi.org/10.1145/3505244 | Astounding results from Transformer models on natural language tasks have intrigued the vision community to study their application to computer vision problems. Among their salient benefits, Transformers enable modeling long dependencies between input sequence elements and support parallel processing of sequence as com... | @article{DBLP:journals/csur/KhanNHZKS22,
author = {Salman H. Khan 0001 and
Muzammal Naseer and
Munawar Hayat and
Syed Waqas Zamir and
Fahad Shahbaz Khan and
Mubarak Shah},
title = {Transformers in Vision: A Survey... |
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