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IEEE Access 2018: all accepted papers

6,805 papers · page 1 of 69 · the most cited first · ← IEEE Access 2018

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  1. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI) ↗Amina Adadi, Mohammed Berrada6,214 citations
  2. Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey ↗Naveed Akhtar, Ajmal Saeed Mian2,020 citations
  3. Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison ↗Qinglin Qi, Fei Tao1,703 citations
  4. Machine Learning and Deep Learning Methods for Cybersecurity ↗Yang Xin, Lingshuang Kong, Zhi Liu et al.1,215 citations
  5. A Review on the Use of Blockchain for the Internet of Things ↗Tiago M. Fernández‐Caramés, Paula Fraga‐Lamas1,078 citations
  6. Multi-Agent Systems: A Survey ↗Ali Dorri, Salil S. Kanhere, Raja Jurdak1,043 citations
  7. State-of-the-Art and Energy Management System of Lithium-Ion Batteries in Electric Vehicle Applications: Issues and Recommendations ↗M. A. Hannan, Md Murshadul Hoque, Aini Hussain et al.988 citations
  8. 5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View ↗Petar Popovski, Kasper Fløe Trillingsgaard, Osvaldo Simeone et al.979 citations
  9. Modern Trends in Hyperspectral Image Analysis: A Review ↗Muhammad Jaleed Khan, Hamid Saeed Khan, Adeel Yousaf et al.865 citations
  10. Benchmark Analysis of Representative Deep Neural Network Architectures ↗Simone Bianco, Rémi Cadène, Luigi Celona et al.831 citations
  11. EduCTX: A Blockchain-Based Higher Education Credit Platform ↗Muhamed Turkanović, Marko Hölbl, Kristjan Košič et al.716 citations
  12. DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series ↗Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas R. Dengel et al.696 citations
  13. Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection ↗Iftikhar Ahmad, Mohammed Basheri, Muhammad Javed Iqbal et al.693 citations
  14. Review of Energy Storage System Technologies in Microgrid Applications: Issues and Challenges ↗Mohammad Faisal, M. A. Hannan, Pin Jern Ker et al.678 citations
  15. Identification of Maize Leaf Diseases Using Improved Deep Convolutional Neural Networks ↗Xihai Zhang, Yue Qiao, Fanfeng Meng et al.656 citations
  16. A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends ↗William Grant Hatcher, Wei Yu652 citations
  17. A Survey on Industrial Internet of Things: A Cyber-Physical Systems Perspective ↗Hansong Xu, Wei Yu, DAVID W. T. GRIFFITH et al.636 citations
  18. A Blockchain-Based Framework for Data Sharing With Fine-Grained Access Control in Decentralized Storage Systems ↗Shangping Wang, Yinglong Zhang, Yaling Zhang623 citations
  19. Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications ↗Tiago Carneiro, Raul Victor M. da Nóbrega, Thiago Nepomuceno et al.589 citations
  20. A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost ↗Dahai Zhang, Liyang Qian, Baijin Mao et al.583 citations
  21. A Comparative Survey of Optical Wireless Technologies: Architectures and Applications ↗Mostafa Zaman Chowdhury, Md. Tanvir Hossan, Amirul Islam et al.570 citations
  22. Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions ↗Ranesh Kumar Naha, Saurabh Garg, Dimitrios Georgakopoulos et al.565 citations
  23. Blockchain in Logistics and Supply Chain: A Lean Approach for Designing Real-World Use Cases ↗Guido Perboli, Stefano Musso, Mariangela Rosano557 citations
  24. RSSI-Based Indoor Localization With the Internet of Things ↗Sebastian Sadowski, Petros Spachos557 citations
  25. Convolutional Neural Networks Based Fire Detection in Surveillance Videos ↗Khan Muhammad, Jamil Ahmad, Irfan Mehmood et al.554 citations
  26. A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture ↗Erxue Min, Xifeng Guo, Qiang Liu et al.553 citations
  27. Deep Learning Approach Combining Sparse Autoencoder With SVM for Network Intrusion Detection ↗Majjed Al-Qatf, Lasheng Yu, Mohammed Al-Habib et al.550 citations
  28. Secure Medical Data Transmission Model for IoT-Based Healthcare Systems ↗Mohamed Elhoseny, Gustavo Ramírez-González, Osama Abu-Elnasr et al.546 citations
  29. A Systematic Review of Compressive Sensing: Concepts, Implementations and Applications ↗Meenu Rani, Sanjay B. Dhok, R. B. Deshmukh530 citations
  30. Comparative Review of Energy Storage Systems, Their Roles, and Impacts on Future Power Systems ↗Furquan Nadeem, S. M. Suhail Hussain, Prashant Kumar Tiwari et al.529 citations
  31. Big Data Analytics, Machine Learning, and Artificial Intelligence in Next-Generation Wireless Networks ↗Mirza Golam Kibria, Kien Trung Nguyen, Gabriel Porto Villardi et al.525 citations
  32. Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems ↗Ahmed Alkhateeb, Sam Alex, Paul Varkey et al.521 citations
  33. Data Security and Privacy-Preserving in Edge Computing Paradigm: Survey and Open Issues ↗Jiale Zhang, Bing Chen, Yanchao Zhao et al.512 citations
  34. Secure Attribute-Based Signature Scheme With Multiple Authorities for Blockchain in Electronic Health Records Systems ↗Rui Guo, Huixian Shi, Qinglan Zhao et al.505 citations
  35. When Intrusion Detection Meets Blockchain Technology: A Review ↗Weizhi Meng, Elmar Tischhauser, Qingju Wang et al.504 citations
  36. Enhanced Network Anomaly Detection Based on Deep Neural Networks ↗Sheraz Naseer, Yasir Saleem, Shehzad Khalid et al.503 citations
  37. FPGA-Based Accelerators of Deep Learning Networks for Learning and Classification: A Review ↗Ahmad Shawahna, Sadiq Mohammed Sait, Aiman H. El‐Maleh496 citations
  38. A Review of Mutual Coupling in MIMO Systems ↗Xiaoming Chen, Shuai Zhang, Qinlong Li488 citations
  39. Credit Card Fraud Detection Using AdaBoost and Majority Voting ↗Kuldeep Kaur Randhawa, Chu Kiong Loo, Manjeevan Seera et al.482 citations
  40. Deep Convolution Neural Networks for Twitter Sentiment Analysis ↗Jianqiang Zhao, Gui Xiaolin, Xuejun Zhang482 citations
  41. Decentralized Applications: The Blockchain-Empowered Software System ↗Wei Cai, Zehua Wang, Jason B. Ernst et al.478 citations
  42. Hate Speech on Twitter: A Pragmatic Approach to Collect Hateful and Offensive Expressions and Perform Hate Speech Detection ↗Hajime Watanabe, Mondher Bouazizi, Tomoaki Otsuki Ohtsuki467 citations
  43. Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning ↗Pei Cao, Shengli Zhang, Jiong Tang460 citations
  44. A Review on Industrial Augmented Reality Systems for the Industry 4.0 Shipyard ↗Paula Fraga‐Lamas, Tiago M. Fernández‐Caramés, Óscar Blanco-Novoa et al.446 citations
  45. Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach ↗Lei Ren, Zhao Li, Sheng Hong et al.433 citations
  46. Review on Home Energy Management System Considering Demand Responses, Smart Technologies, and Intelligent Controllers ↗Hussain Shareef, Maytham Sabeeh Ahmed, Azah Mohamed et al.433 citations
  47. A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View ↗Qiang Liu, Pan Li, Wentao Zhao et al.421 citations
  48. A Comprehensive Study of Implemented International Standards, Technical Challenges, Impacts and Prospects for Electric Vehicles ↗Salman Habib, Muhammad Mansoor Khan, Farukh Abbas et al.416 citations
  49. Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks ↗Dalal Bardou, Kun Zhang, Sayed Mohammad Ahmad414 citations
  50. Enabling Technologies for the Internet of Health Things ↗Joel J. P. C. Rodrigues, D.B.R Segundo, Heres Arantes Junqueira et al.413 citations
  51. Deep Reinforcement Learning for Resource Management in Network Slicing ↗Rongpeng Li, Zhifeng Zhao, Qi Sun et al.379 citations
  52. Study on Mutual Coupling Reduction Technique for MIMO Antennas ↗Iram Nadeem, Dong‐You Choi372 citations
  53. Analysis and Mitigation of Power Quality Issues in Distributed Generation Systems Using Custom Power Devices ↗Eklas Hossain, Mehmet Rıda Tür, Sanjeevikumar Padmanaban et al.371 citations
  54. End-to-End Learning From Spectrum Data: A Deep Learning Approach for Wireless Signal Identification in Spectrum Monitoring Applications ↗Merima Kulin, Tarik Kazaz, Ingrid Moerman et al.364 citations
  55. A Survey on Big Data Market: Pricing, Trading and Protection ↗Fan Liang, Wei Yu, Dou An et al.356 citations
  56. RBAC-SC: Role-Based Access Control Using Smart Contract ↗Jason Paul Cruz, Yuichi Kaji, Naoto Yanai351 citations
  57. A Survey on Service Migration in Mobile Edge Computing ↗Shangguang Wang, Jinliang Xu, Ning Zhang et al.348 citations
  58. Sequential Fault Diagnosis Based on LSTM Neural Network ↗Haitao Zhao, Shaoyuan Sun, Bo Jin345 citations
  59. An Overview on Thermal Safety Issues of Lithium-ion Batteries for Electric Vehicle Application ↗Jianan Zhang, Lei Zhang, Fengchun Sun et al.344 citations
  60. A Novel Image Steganography Method via Deep Convolutional Generative Adversarial Networks ↗Donghui Hu, Liang Wang, Wenjie Jiang et al.342 citations
  61. Thermal Management on IGBT Power Electronic Devices and Modules ↗Cheng Qian, Amir Mirza Gheitaghy, Jiajie Fan et al.342 citations
  62. A Privacy-Preserving Trust Model Based on Blockchain for VANETs ↗Zhaojun Lu, Wenchao Liu, Qian Wang et al.340 citations
  63. An Intrusion Detection System Using a Deep Neural Network With Gated Recurrent Units ↗Congyuan Xu, Jizhong Shen, Xin Du et al.339 citations
  64. Internet-of-Things and Smart Homes for Elderly Healthcare: An End User Perspective ↗Debajyoti Pal, Suree Funilkul, Nipon Charoenkitkarn et al.333 citations
  65. A Survey on Energy Efficient Narrowband Internet of Things (NBIoT): Architecture, Application and Challenges ↗Sakshi Popli, Rakesh Kumar Jha, Sanjeev Jain325 citations
  66. Full Spectrum Sharing in Cognitive Radio Networks Toward 5G: A Survey ↗Feng Hu, Bing Chen, Kun Zhu321 citations
  67. Automatic Contrast-Limited Adaptive Histogram Equalization With Dual Gamma Correction ↗Yakun Chang, Cheolkon Jung, Peng Ke et al.319 citations
  68. LNSC: A Security Model for Electric Vehicle and Charging Pile Management Based on Blockchain Ecosystem ↗Xiaohong Huang, Cheng Xu, Pengfei Wang et al.319 citations
  69. The Entropy Algorithm and Its Variants in the Fault Diagnosis of Rotating Machinery: A Review ↗Yongbo Li, Xianzhi Wang, Zhenbao Liu et al.318 citations
  70. A Survey of Collaborative Filtering-Based Recommender Systems: From Traditional Methods to Hybrid Methods Based on Social Networks ↗Rui Chen, Qingyi Hua, Yan‐Shuo Chang et al.312 citations
  71. A Review of Internet of Energy Based Building Energy Management Systems: Issues and Recommendations ↗M. A. Hannan, Mohammad Faisal, Pin Jern Ker et al.307 citations
  72. Security and Privacy in Smart Cities: Challenges and Opportunities ↗Lei Cui, Gang Xie, Youyang Qu et al.306 citations
  73. A Novel Intrusion Detection Model for a Massive Network Using Convolutional Neural Networks ↗Kehe Wu, Zuge Chen, Wei Li305 citations
  74. A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks ↗Lorenzo Fernández Maimó, Ángel Luis Perales Gómez, Félix J. García Clemente et al.302 citations
  75. A Densely Connected End-to-End Neural Network for Multiscale and Multiscene SAR Ship Detection ↗Jiao Jiao, Yue Zhang, Hao Sun et al.299 citations
  76. Toward a Consensus on the Definition and Taxonomy of Power System Resilience ↗Amin Gholami, Tohid Shekari, Mohammad Hassan Amirioun et al.294 citations
  77. Towards Massive Connectivity Support for Scalable mMTC Communications in 5G Networks ↗Carsten Bockelmann, Nuno K. Pratas, Gerhard Wunder et al.289 citations
  78. Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) ↗Luz Hermencia Santamaría Granados, Mario Muñoz-Organero, Gustavo Ramírez-González et al.289 citations
  79. Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm ↗M. A. Hannan, Molla Shahadat Hossain Lipu, Aini Hussain et al.288 citations
  80. Bacterial Foraging Optimization Based Radial Basis Function Neural Network (BRBFNN) for Identification and Classification of Plant Leaf Diseases: An Automatic Approach Towards Plant Pathology ↗Siddharth Singh Chouhan, Ajay Kaul, Uday Pratap Singh et al.287 citations
  81. A Review on Machine Topologies and Control Techniques for Low-Noise Switched Reluctance Motors in Electric Vehicle Applications ↗Chun Gan, Jianhua Wu, Qingguo Sun et al.286 citations
  82. ECG Signal Preprocessing and SVM Classifier-Based Abnormality Detection in Remote Healthcare Applications ↗C. Venkatesan, Palanivel Karthigaikumar, Anand Paul et al.286 citations
  83. Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification ↗Gaobo Liang, Huichao Hong, Weifang Xie et al.284 citations
  84. A Blockchain Based Privacy-Preserving Incentive Mechanism in Crowdsensing Applications ↗Jing-Zhong Wang, Mengru Li, Yunhua He et al.283 citations
  85. A Novel Fault Diagnosis Method Based on Integrating Empirical Wavelet Transform and Fuzzy Entropy for Motor Bearing ↗Wu Deng, Shengjie Zhang, Huimin Zhao et al.282 citations
  86. Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network ↗Lei Ren, Yaqiang Sun, Hao Henry Wang et al.281 citations
  87. A Survey on Biometric Authentication: Toward Secure and Privacy-Preserving Identification ↗Rui Zhang, Zheng Yan277 citations
  88. KnowEdu: A System to Construct Knowledge Graph for Education ↗Penghe Chen, Yu Lu, Vincent Wenchen Zheng et al.276 citations
  89. The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices ↗Hristijan Gjoreski, Mathias Ciliberto, Lin Wang et al.276 citations
  90. Deep Reinforcement Learning Paradigm for Performance Optimization of Channel Observation–Based MAC Protocols in Dense WLANs ↗Rashid Ali, Nurullah Shahin, Yousaf Bin Zikria et al.274 citations
  91. Energy Efficient Task Caching and Offloading for Mobile Edge Computing ↗Yixue Hao, Min Chen, Long Hu et al.273 citations
  92. A Survey on the Roles of Communication Technologies in IoT-Based Personalized Healthcare Applications ↗Muhammad Mahtab Alam, Hassan H. Malik, Muhidul Islam Khan et al.272 citations
  93. Deep Learning Approach for Short-Term Stock Trends Prediction Based on Two-Stream Gated Recurrent Unit Network ↗Dang Lien Minh, Abolghasem Sadeghi‐Niaraki, Huynh Duc Huy et al.272 citations
  94. Neural Network-Based Uncertainty Quantification: A Survey of Methodologies and Applications ↗H M Dipu Kabir, Abbas Khosravi, Mohammad Anwar Hosen et al.272 citations
  95. A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains ↗Dandan Peng, Zhiliang Liu, Huan Wang et al.271 citations
  96. Artificial Intelligence in the 21st Century ↗Jiaying Liu, Xiangjie Kong, Feng Xia et al.270 citations
  97. Deep Learning-Based Intrusion Detection With Adversaries ↗Zheng Wang269 citations
  98. A Review of Sparse Recovery Algorithms ↗Elaine Crespo Marques, Nilson Maciel, Lírida Naviner et al.268 citations
  99. Clustering Approach Based on Mini Batch Kmeans for Intrusion Detection System Over Big Data ↗Kai Peng, Victor C. M. Leung, Qingjia Huang268 citations
  100. Comprehensive Energy Consumption Model for Unmanned Aerial Vehicles, Based on Empirical Studies of Battery Performance ↗Hasini Viranga Abeywickrama, Beeshanga Abewardana Jayawickrama, Ying He et al.265 citations

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