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ACM Computing Surveys 2021: all accepted papers

221 papers · page 2 of 3 · the most cited first · ← ACM Computing Surveys 2021

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  1. Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap ↗Lingxi Xie, Xin Chen, Kaifeng Bi et al.89 citations
  2. Opportunities and Challenges in Code Search Tools ↗Chao Liu, Xin Xia, David Lo et al.88 citations
  3. Privacy Laws and Privacy by Design Schemes for the Internet of Things ↗Atheer Aljeraisy, Masoud Barati, OMER F. RANA et al.88 citations
  4. A Survey of Nature-Inspired Computing ↗Bosheng Song, Kenli Li, David Orellana-Martín et al.87 citations
  5. Towards Interconnected Blockchains ↗Ankur Lohachab, Saurabh Garg, Byeong Ho Kang et al.84 citations
  6. Deep AI Enabled Ubiquitous Wireless Sensing ↗Chenning Li, Zhichao Cao, Yunhao Liu83 citations
  7. Visual Affordance and Function Understanding ↗Mohammed Hassanin, Salman Hameed Khan, Murat Tahtalı83 citations
  8. A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation ↗Shuren Qi, Yushu Zhang, Chao Wang et al.82 citations
  9. Recurrent Neural Networks for Edge Intelligence ↗Varsha S. Lalapura, J. Amudha, Hariramn Selvamuruga Satheesh81 citations
  10. A Survey on Edge Performance Benchmarking ↗Blesson Varghese, Nan Wang, David Bermbach et al.80 citations
  11. Automatic Story Generation ↗Arwa Alhussain, Aqil M. Azmi79 citations
  12. Cyber-aggression, Cyberbullying, and Cyber-grooming ↗Miljana Mladenović, Vera V. Ošmjanski, Staša Vujičić Stanković79 citations
  13. A Survey on Windows-based Ransomware Taxonomy and Detection Mechanisms ↗Routa Moussaileb, Nora Cuppens-Boulahia, Jean‐Louis Lanet et al.77 citations
  14. Challenges in Firmware Re-Hosting, Emulation, and Analysis ↗Christopher Wright, William A. Moeglein, Saurabh Bagchi et al.76 citations
  15. A Review of Cognitive Assistants for Healthcare ↗Sarah Masud Preum, Sirajum Munir, Meiyi Ma et al.73 citations
  16. A Survey of Ambient Intelligence ↗Rob Dunne, Tim Morris, Simon Harper73 citations
  17. Application Layer Denial-of-Service Attacks and Defense Mechanisms ↗Nikhil Tripathi, Neminath Hubballi73 citations
  18. Integrated Blockchain and Cloud Computing Systems: A Systematic Survey, Solutions, and Challenges ↗Jinglin Zou, Debiao He, Sherali Zeadally et al.73 citations
  19. User Response Prediction in Online Advertising ↗Zhabiz Gharibshah, Xingquan Zhu73 citations
  20. Data Protection in AI Services ↗Christian Meurisch, Max Mühlhäuser72 citations
  21. Automatic Vulnerability Detection in Embedded Devices and Firmware ↗Abdullah Qasem, Paria Shirani, Mourad Debbabi et al.67 citations
  22. Byzantine Fault-tolerant State-machine Replication from a Systems Perspective ↗Tobias Distler67 citations
  23. Firmware Over-the-air Programming Techniques for IoT Networks - A Survey ↗Konstantinos Arakadakis, Pavlos Charalampidis, Antonis Makrogiannakis et al.66 citations
  24. Survey of Transient Execution Attacks and Their Mitigations ↗Wenjie Xiong, Jakub M. Szefer63 citations
  25. Bidirectional Typing ↗Jana Dunfield, Neel Krishnaswami62 citations
  26. BFT in Blockchains: From Protocols to Use Cases ↗Xin Wang, Sisi Duan, James R. Clavin et al.60 citations
  27. Machine Learning for Detecting Data Exfiltration ↗Bushra Sabir, Faheem Ullah, Muhammad Ali Babar et al.60 citations
  28. Towards Augmented Reality Driven Human-City Interaction: Current Research on Mobile Headsets and Future Challenges ↗Lik‐Hang Lee, Tristan Braud, Simo Johannes Hosio et al.60 citations
  29. Investigation of Multiple-valued Logic Technologies for Beyond-binary Era ↗Zarin Tasnim Sandhie, Jill Arvindbhai Patel, Farid Uddin Ahmed et al.58 citations
  30. Key Generation for Internet of Things ↗Weitao Xu, Junqing Zhang, Shunqi Huang et al.58 citations
  31. Service Computing for Industry 4.0: State of the Art, Challenges, and Research Opportunities ↗Frank Siqueira, Joseph G. Davis57 citations
  32. Text Mining in Cybersecurity ↗Luciano Ignaczak, Guilherme Goldschmidt, Cristiano André da Costa et al.57 citations
  33. Legally Enforceable Smart-Contract Languages ↗Vimal Kumar Dwivedi, Vishwajeet Pattanaik, Vipin Deval et al.56 citations
  34. Uncertainty-aware Decisions in Cloud Computing ↗H M Dipu Kabir, Abbas Khosravi, Subrota Kumar Mondal et al.52 citations
  35. Automated Design of Deep Neural Networks ↗El‐Ghazali Talbi51 citations
  36. Deep Neural Network–based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions ↗Royson Lee, Stylianos I. Venieris, Nicholas D. Lane51 citations
  37. Gotta CAPTCHA ’Em All: A Survey of 20 Years of the Human-or-computer Dilemma ↗Meriem Guerar, Luca Verderame, Mauro Migliardi et al.51 citations
  38. A Survey on Distributed Graph Pattern Matching in Massive Graphs ↗Sarra Bouhenni, Saïd Yahiaoui, Nadia Nouali‐Taboudjemat et al.50 citations
  39. Semantic Information Retrieval on Medical Texts ↗Lynda Tamine, Lorraine Goeuriot50 citations
  40. A Unified Survey of Treatment Effect Heterogeneity Modelling and Uplift Modelling ↗Weijia Zhang, Jiuyong Li, Lin Liu49 citations
  41. A Survey of Music Visualization Techniques ↗Hugo Lima, Carlos Gustavo Resque dos Santos, Bianchi Serique Meiguins48 citations
  42. Assessing the Performance of Interactive Multiobjective Optimization Methods ↗Bekir Afşar, Kaisa Miettinen, Francisco Ruiz48 citations
  43. Fuzzy Logic in Surveillance Big Video Data Analysis ↗Khan Muhammad, Mohammad S. Obaidat, Tanveer Hussain et al.47 citations
  44. A Review on Fact Extraction and Verification ↗Giannis Bekoulis, Christina Papagiannopoulou, Nikos Deligiannis46 citations
  45. Blockchain-empowered Data-driven Networks ↗Xi Li, Zehua Wang, Victor C. M. Leung et al.45 citations
  46. Two-dimensional Stroke Gesture Recognition ↗Nathan Magrofuoco, Paolo Roselli, Jean M. Vanderdonckt45 citations
  47. A Comprehensive Review and a Taxonomy Proposal of Team Formation Problems ↗Julio Juárez, Cipriano A. Santos, Carlos A. Brizuela44 citations
  48. Computer-aided Design Techniques for Flow-based Microfluidic Lab-on-a-chip Systems ↗Xing Huang, Tsung-Yi Ho, Wenzhong Guo et al.44 citations
  49. A Survey of Software Log Instrumentation ↗Boyuan Chen, Zhen Ming Jiang43 citations
  50. Arms Race in Adversarial Malware Detection: A Survey ↗Deqiang Li, Qianmu Li, Yanfang Ye et al.42 citations
  51. Smart Contract Languages ↗Ángel Jesús Varela‐Vaca, Antonia M. Reina Quintero41 citations
  52. Data Modeling and NoSQL Databases - A Systematic Mapping Review ↗Harley Vera Olivera, Ruizhe Guo, Ruben C. Huacarpuma et al.40 citations
  53. A Survey of Automated Programming Hint Generation: The HINTS Framework ↗Jessica McBroom, Irena Koprinska, Kalina Yacef39 citations
  54. Data Structures to Represent a Set of k -long DNA Sequences ↗Rayan Chikhi, Jan Holub, Paul Medvedev39 citations
  55. Dimensionality Reduction Methods for Brain Imaging Data Analysis ↗Yunbo Tang, Dan Chen, Xiaoli Li39 citations
  56. Edge Learning ↗Jie Zhang, Zhihao Qu, Chenxi Chen et al.38 citations
  57. A Survey of Field-based Testing Techniques ↗Antonia Bertolino, Pietro Braione, Guglielmo De Angelis et al.36 citations
  58. Efficiency and Effectiveness of Web Application Vulnerability Detection Approaches: A Review ↗Bing Zhang, Jingyue Li, Jiadong Ren et al.36 citations
  59. A Survey on String Constraint Solving ↗Roberto Amadini35 citations
  60. Adversarial Perturbation Defense on Deep Neural Networks ↗Xingwei Zhang, Xiaolong Zheng, Wenji Mao35 citations
  61. Applying Machine Learning for Sensor Data Analysis in Interactive Systems ↗Thomas Plötz34 citations
  62. Centralized, Distributed, and Everything in between ↗Sophie Dramé-Maigné, Maryline Laurent, Laurent Castillo et al.34 citations
  63. Cytology Image Analysis Techniques Toward Automation ↗Shyamali Mitra, Nibaran Das, Soumyajyoti Dey et al.34 citations
  64. Lattice-based Key-sharing Schemes ↗Prasanna Ravi, James Howe, Anupam Chattopadhyay et al.34 citations
  65. A Survey on Stream-Based Recommender Systems ↗Marie Al-Ghossein, Talel Abdessalem, Anthony BARRÉ32 citations
  66. Data Analytics for Air Travel Data: A Survey and New Perspectives ↗Haiman Tian, Maria Presa Reyes, Yudong Tao et al.32 citations
  67. Information Integrity ↗Kelsey Harley, Rodney H. Cooper32 citations
  68. One-Way Delay Measurement From Traditional Networks to SDN ↗Djalel Chefrour32 citations
  69. Persistent Memory ↗Alexandro Baldassin, João Barreto, Daniel Castro et al.32 citations
  70. Survey on Periodic Scheduling for Time-triggered Hard Real-time Systems ↗Аnna Мinaeva, Zdeněk Hanzálek32 citations
  71. Social Media Identity Deception Detection ↗Ahmed Alharbi, Hai Ying Dong, Xun Yi et al.31 citations
  72. The Role of Formalism in System Requirements ↗Jean‐Michel Bruel, Sophie Ebersold, Florian Galinier et al.31 citations
  73. Access Control Mechanisms in Named Data Networks ↗Boubakr Nour, Hakima Khelifi, Rasheed Hussain et al.29 citations
  74. Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: A Survey ↗Asma Aloufi, Peizhao Hu, Yongsoo Song et al.29 citations
  75. A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey ↗Fan Xu, Victor S. Sheng, Mingwen Wang28 citations
  76. Adversary Models for Mobile Device Authentication ↗René Mayrhofer, Stephan Sigg28 citations
  77. Temporal Relation Extraction in Clinical Texts ↗Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, Vincent Claveau et al.28 citations
  78. Design Guidelines on Deep Learning–based Pedestrian Detection Methods for Supporting Autonomous Vehicles ↗Azzedine Boukerche, Mingzhi Sha27 citations
  79. Recommendations on Statistical Randomness Test Batteries for Cryptographic Purposes ↗Elena Almaraz Luengo, Luis Javier García Villalba27 citations
  80. Cybersecurity Standards in the Context of Operating System ↗Syed Wasif Abbas Hamdani, Haider Abbas, Abdul Rehman Janjua et al.26 citations
  81. From Server-Based to Client-Based Machine Learning ↗Renjie Gu, Chaoyue Niu, Fan Wu et al.26 citations
  82. Vision-based Autonomous Vehicle Recognition ↗Azzedine Boukerche, Xiren Ma26 citations
  83. A Practical Tutorial for Decision Tree Induction ↗Víctor Adrián Sosa Hernández, Raúl Monroy, Miguel Angel Medina‐Pérez et al.25 citations
  84. A Systematic Literature Review on Virtual Machine Consolidation ↗Alexandre H. T. Dias, Luiz H. A. Correia, Neumar Costa Malheiros25 citations
  85. Application Threats to Exploit Northbound Interface Vulnerabilities in Software Defined Networks ↗Bilal Rauf, Haider Abbas, Muhammad Usman et al.25 citations
  86. Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques ↗Huacheng Li, Chunhe Xia, Tianbo Wang et al.25 citations
  87. Mobility Trace Analysis for Intelligent Vehicular Networks ↗Clayson S. F. de S. Celes, Azzedine Boukerche, Antônio A. F. Loureiro24 citations
  88. More than Privacy ↗Lefeng Zhang, Tianqing Zhu, Ping Xiong et al.23 citations
  89. A Survey on the Use of Preferences for Virtual Machine Placement in Cloud Data Centers ↗Abdulaziz S. Alashaikh, Eisa Alanazi, Ala Al‐Fuqaha22 citations
  90. Software Testing Effort Estimation and Related Problems ↗Ilona Bluemke, Agnieszka Malanowska22 citations
  91. A Survey on Client Throughput Prediction Algorithms in Wired and Wireless Networks ↗Josef Schmid, Alfred Höß, Björn Wolfgang Schuller21 citations
  92. Design Guidelines for Cooperative UAV-supported Services and Applications ↗Ismaeel Al Ridhawi, Ouns Bouachir, Moayad Aloqaily et al.21 citations
  93. A Systematic Review on Software Robustness Assessment ↗Nuno Laranjeiro, João Agnelo, Jorge Bernardino19 citations
  94. Main Memory Database Recovery ↗Arlino Magalhães, José Maria Monteiro, Angelo Roncalli Alencar Brayner19 citations
  95. A Survey of Parametric Static Analysis ↗Jihyeok Park, Hongki Lee, Sukyoung Ryu18 citations
  96. Beyond Multimedia Authoring ↗Douglas Paulo De Mattos, Débora C. Muchaluat-Saade, Gheorghiță Ghinea17 citations
  97. FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review ↗Lázaro Bustio-Martínez, René Cumplido, Martín Letras et al.17 citations
  98. Networking in Oceans ↗Shengming Jiang17 citations
  99. Relay-based Communications in WBANs ↗Avani Vyas, Sujata Pal, Barun Kumar Saha17 citations
  100. IoT Cloud Security Review ↗Fei Chen, Duming Luo, Tao Xiang et al.16 citations

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