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ACM Computing Surveys 2020: all accepted papers

139 papers · page 1 of 2 · the most cited first · ← ACM Computing Surveys 2020

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  1. Generalizing from a Few Examples ↗Yaqing Wang, Quanming Yao, James Tin-Yau Kwok et al.2,772 citations
  2. A Survey of Fake News ↗Xinyi Zhou, Reza Zafarani1,173 citations
  3. A Survey on Distributed Machine Learning ↗Joost Verbraeken, Matthijs Wolting, Jonathan Katzy et al.872 citations
  4. A Survey on Ethereum Systems Security ↗Huashan Chen, Marcus Pendleton, Laurent Njilla et al.480 citations
  5. A Deep Journey into Super-resolution ↗Saeed Anwar, Salman Hameed Khan, Nick M. Barnes394 citations
  6. A Survey of Learning Causality with Data ↗Ruocheng Guo, Lu Cheng, Jundong Li et al.358 citations
  7. An Overview of Service Placement Problem in Fog and Edge Computing ↗Farah Aït-Salaht, Frédéric Desprez, Adrien Lèbre336 citations
  8. Outlier Detection ↗Azzedine Boukerche, Lining Zheng, Omar Alfandi330 citations
  9. Quantum Key Distribution ↗Miralem Mehić, Marcin Niemiec, Stefan Raß et al.329 citations
  10. A Survey of Android Malware Detection with Deep Neural Models ↗Junyang Qiu, Jun Zhang, Wei Luo et al.321 citations
  11. The AI-Based Cyber Threat Landscape ↗Nektaria Kaloudi, Jingyue Li307 citations
  12. A Survey of IoT Applications in Blockchain Systems ↗Laphou Lao, Zecheng Li, Songlin Hou et al.304 citations
  13. Stance Detection ↗Dilek Küçük, Fazlı Can300 citations
  14. A Survey of Multilingual Neural Machine Translation ↗Raj Dabre, Chenhui Chu, Anoop Kunchukuttan294 citations
  15. A Survey of Blockchain-Based Strategies for Healthcare ↗Erikson J. de Aguiar, Bruno S. Faiçal, Bhaskar Krishnamachari et al.275 citations
  16. Fast Packet Processing with eBPF and XDP ↗Marcos A. M. Vieira, Matheus Salgueiro Castanho, Racyus D. G. Pacífico et al.260 citations
  17. Recommender Systems Leveraging Multimedia Content ↗Yashar Deldjoo, Markus Schedl, Paolo Cremonesi et al.258 citations
  18. An Overview of End-to-End Entity Resolution for Big Data ↗Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas et al.251 citations
  19. A Survey on Bayesian Deep Learning ↗Hao Wang, Dit‐Yan Yeung241 citations
  20. Driver Emotion Recognition for Intelligent Vehicles ↗Sebastian Zepf, Javier Hernandez, Alexander Schmitt et al.234 citations
  21. A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV ↗Iqbal Alam, Kashif Sharif, Fan Li et al.220 citations
  22. A Survey of Compiler Testing ↗Junjie Chen, Jibesh Patra, Michael Pradel et al.215 citations
  23. Blocking and Filtering Techniques for Entity Resolution ↗George Papadakis, Dimitrios Skoutas, Emmanouil Thanos et al.210 citations
  24. Causality-based Feature Selection ↗Kui Yu, Xianjie Guo, Lin Liu et al.201 citations
  25. Scalable Deep Learning on Distributed Infrastructures ↗Ruben Mayer, Hans‐Arno Jacobsen192 citations
  26. Deep Learning-Based Video Coding ↗Dong Liu, Yue Li, Jianping Lin et al.190 citations
  27. Smart Home Personal Assistants ↗Jide Edu, José M. Such, Guillermo Suárez‐Tangil189 citations
  28. Indicator-based Multi-objective Evolutionary Algorithms ↗Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello181 citations
  29. Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics ↗Alexander Wood, Kayvan Najarian, Delaram Kahrobaei176 citations
  30. Trade-offs between Distributed Ledger Technology Characteristics ↗Niclas Kannengießer, Sebastian Lins, Tobias Dehling et al.176 citations
  31. Deep Learning for Source Code Modeling and Generation ↗Triet Huynh Minh Le, Hao Chen, Muhammad Ali Babar170 citations
  32. Security and Privacy in IoT Using Machine Learning and Blockchain ↗Nazar Waheed, Xiangjian He, Muhammad Ikram et al.169 citations
  33. Parallel Genetic Algorithms ↗Tomohiro Harada, Enrique Alba167 citations
  34. Anomaly Detection in Road Traffic Using Visual Surveillance ↗K. K. Santhosh, D. P. Dogra, P. P. Roy159 citations
  35. Deep Learning on Mobile and Embedded Devices ↗Yanjiao Chen, Baolin Zheng, Zihan Zhang et al.157 citations
  36. Blockchain Technology for Cloud Storage ↗Pratima Sharma, Rajni Jindal, Malaya Dutta Borah154 citations
  37. Implementations in Machine Ethics ↗Suzanne Tolmeijer, Markus Kneer, Cristina Sarasua et al.146 citations
  38. Using Social Media for Mental Health Surveillance ↗Ruba Skaik, Diana Zaiu Inkpen143 citations
  39. Autonomous Visual Navigation for Mobile Robots ↗Yuri D. V. Yasuda, Luiz Eduardo Galvão Martins, Fábio A. M. Cappabianco140 citations
  40. Adversarial Examples on Object Recognition ↗Alex Serban, Erik Poll, Joost Visser136 citations
  41. A Survey on Trust Evaluation Based on Machine Learning ↗Jingwen Wang, Xuyang Jing, Zheng Yan et al.134 citations
  42. Attribute-based Encryption for Cloud Computing Access Control ↗Yinghui Zhang, Robert Huijie Deng, Shengmin Xu et al.131 citations
  43. Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications ↗Bin Qian, Jie Su, Zhenyu Wen et al.131 citations
  44. A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses ↗Bardh Prenkaj, Paola Velardi, Giovanni Stilo et al.129 citations
  45. The Future of False Information Detection on Social Media ↗Bin Guo, Yasan Ding, Lina Yao et al.121 citations
  46. Core Concepts, Challenges, and Future Directions in Blockchain ↗John Kolb, Moustafa AbdelBaky, Randy Howard Katz et al.115 citations
  47. SDN Controllers ↗Liehuang Zhu, Md Monjurul Karim, Kashif Sharif et al.115 citations
  48. Computer-Generated Holograms for 3D Imaging ↗Erdem Şahin, Elena Stoykova, Jani Mäkinen et al.112 citations
  49. Frameworks for Collective Intelligence ↗Shweta Suran, Vishwajeet Pattanaik, Dirk Draheim111 citations
  50. Understanding Optical Music Recognition ↗Jorge Calvo-Zaragoza, Jan Hajič Jr., Alexander Pacha109 citations
  51. A Survey on IoT Big Data ↗Maggi Bansal, Inderveer Chana, Siobhán Clarke107 citations
  52. A Survey on Renamings of Software Entities ↗Guangjie Li, Hui Liu, Ally S. Nyamawe105 citations
  53. Multi-Label Active Learning Algorithms for Image Classification ↗Jian Wu, Victor S. Sheng, Jing Zhang et al.104 citations
  54. A Survey on Automatic Parameter Tuning for Big Data Processing Systems ↗Herodotos Herodotou, Yuxing Chen, Jiaheng Lu101 citations
  55. Content Delivery Networks ↗Behrouz Zolfaghari, Gautam Srivastava, Swapnoneel Roy et al.100 citations
  56. A Survey on Fuzzy Deep Neural Networks ↗Rangan Das, Sagnik Sen, Ujjwal Maulik97 citations
  57. Blockchains ↗Bert-Jan Butijn, Damian A. Tamburri, Willem‐Jan van den Heuvel90 citations
  58. A Survey of IIoT Protocols ↗Santiago Figueroa-Lorenzo, Javier Añorga, Saioa Arrizabalaga89 citations
  59. Big Data Systems ↗Ali Davoudian, Mengchi Liu87 citations
  60. Vehicle Trajectory Similarity ↗Roniel Soares de Sousa, Azzedine Boukerche, Antônio A. F. Loureiro87 citations
  61. Biometric Systems Utilising Health Data from Wearable Devices ↗Saad Khan, Simon Parkinson, Liam Grant et al.80 citations
  62. Resource Management and Scheduling in Distributed Stream Processing Systems ↗Xunyun Liu, Rajkumar Buyya78 citations
  63. Multi-core Devices for Safety-critical Systems ↗Jon Perez-Cerrolaza, Roman Obermaisser, Jaume Abella et al.76 citations
  64. A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers ↗Weiwei Lin, Fang Shi, Wentai Wu et al.74 citations
  65. Application Domain-Based Overview of IoT Network Traffic Characteristics ↗Adrián Pekár, Jozef Mocnej, Winston K.G. Seah et al.73 citations
  66. Computing Server Power Modeling in a Data Center ↗Leila Ismail, Huned Materwala73 citations
  67. Synchronous Transmissions in Low-Power Wireless ↗Marco Zimmerling, Luca Mottola, Silvia Santini73 citations
  68. A Survey of Cybersecurity Certification for the Internet of Things ↗Sara N. Matheu, José L. Hernández-Ramos, Antonio Skármeta et al.71 citations
  69. Multiple Workflows Scheduling in Multi-tenant Distributed Systems ↗Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya71 citations
  70. On Resilience in Cloud Computing ↗Thomas Welsh, Elhadj Benkhelifa69 citations
  71. A Taxonomy of Supervised Learning for IDSs in SCADA Environments ↗Jakapan Suaboot, Adil Fahad, Zahir Tari et al.68 citations
  72. A Survey on Device-free Indoor Localization and Tracking in the Multi-resident Environment ↗Kan Ngamakeur, Sira Yongchareon, Jian Yu et al.64 citations
  73. An Overview of Hardware Implementation of Membrane Computing Models ↗Gexiang Zhang, Zeyi Shang, Sergey Verlan et al.64 citations
  74. Mobility Management in 5G-enabled Vehicular Networks ↗Noura Aljeri, Azzedine Boukerche64 citations
  75. Techniques for Inverted Index Compression ↗Giulio Ermanno Pibiri, Rossano Venturini64 citations
  76. Tools for Reduced Precision Computation ↗Stefano Cherubin, Giovanni Agosta62 citations
  77. Attack and System Modeling Applied to IoT, Cloud, and Mobile Ecosystems ↗João B. F. Sequeiros, Francisco Tchissaquila Chimuco, Musa G. Samaila et al.59 citations
  78. Exploiting Errors for Efficiency ↗Phillip Stanley‐Marbell, Armin Alaghi, Michael Carbin et al.59 citations
  79. A Survey of Hierarchical Energy Optimization for Mobile Edge Computing ↗Peijin Cong, Junlong Zhou, Liying Li et al.58 citations
  80. Graph Generators ↗Angela Bonifati, Irena Holubová, Arnau Prat-Pèrez et al.58 citations
  81. A Survey on Heart Biometrics ↗Aditya Singh Rathore, Zhengxiong Li, Weijin Zhu et al.57 citations
  82. Design of Algorithms and Protocols for Underwater Acoustic Wireless Sensor Networks ↗Azzedine Boukerche, Peng Sun57 citations
  83. The Landscape of Exascale Research ↗Stijn Heldens, Pieter Hijma, Ben van Werkhoven et al.57 citations
  84. Computation Offloading and Retrieval for Vehicular Edge Computing ↗Azzedine Boukerche, Victor Soto51 citations
  85. Decentralized Trust Management ↗Xinxin Fan, Ling Liu, Rui Zhang et al.51 citations
  86. A Survey of Profit Optimization Techniques for Cloud Providers ↗Peijin Cong, Xu Guo, Tongquan Wei et al.47 citations
  87. Interactive Clustering ↗Juhee Bae, Tove Helldin, Maria Riveiro et al.47 citations
  88. Touch-dynamics based Behavioural Biometrics on Mobile Devices – A Review from a Usability and Performance Perspective ↗Elakkiya Ellavarason, Richard Guest, Farzin Deravi et al.45 citations
  89. Machine Learning Methods for Data Association in Multi-Object Tracking ↗Patrick Emami, Panos M. Pardalos, Lily Elefteriadou et al.44 citations
  90. Foundations, Properties, and Security Applications of Puzzles ↗Isra Mohamed Ali, Maurantonio Caprolu, Roberto Di Pietro43 citations
  91. Trust in FPGA-accelerated Cloud Computing ↗Furkan Turan, Ingrid M.R. Verbauwhede43 citations
  92. A Survey on Computational Metaphor Processing ↗Sunny Rai, Shampa Chakraverty42 citations
  93. Mind Your Mind ↗Ofir Landau, Rami Puzis, Nir Nissim42 citations
  94. A Survey of Quantum Theory Inspired Approaches to Information Retrieval ↗Sagar Uprety, Dimitris Gkoumas, Dawei Song40 citations
  95. Paving the Way for NFV Acceleration ↗Xincai Fei, Fangming Liu, Qixia Zhang et al.40 citations
  96. Application Management in Fog Computing Environments ↗Redowan Mahmud, Kotagiri Ramamohanarao, Rajkumar Buyya38 citations
  97. Predictive Reliability and Fault Management in Exascale Systems ↗Ramón Canal, Carles Hernández, Rafael Tornero et al.38 citations
  98. Security Issues and Challenges for Virtualization Technologies ↗Federico Sierra-Arriaga, Rodrigo Branco, Ben Lee38 citations
  99. A Survey of Multitier Programming ↗Pascal Weisenburger, Johannes Wirth, Guido Salvaneschi37 citations
  100. Comparative Analysis and Framework Evaluating Web Single Sign-on Systems ↗Furkan Alaca, Paul C. van Oorschot37 citations

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