Most cited papers in Advanced Computing and Algorithms
What are the most cited papers in Advanced Computing and Algorithms?
The most cited paper in Advanced Computing and Algorithms is "Hypergraph Neural Networks" (Yifan Feng, Haoxuan You, Zizhao Zhang et al., 2019), with 1,743 citations. Next come "Nonnegative Matrix Factorization: A Comprehensive Review" (1,016) and "Image Analysis for MRI Based Brain Tumor Detection and Feature Extraction Using Biologically Inspired BWT and SVM" (616).
Showing 50 of 99 papers. Every paper with more than 189 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Hypergraph Neural Networks Yifan Feng, Haoxuan You, Zizhao Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 17 Jul 2019 | 1,743 |
| 2 | Nonnegative Matrix Factorization: A Comprehensive Review Yu-Xiong Wang, Yu‐Jin Zhang · IEEE Transactions on Knowledge and Data Engineering | 6 Mar 2012 | 1,016 |
| 3 | Image Analysis for MRI Based Brain Tumor Detection and Feature Extraction Using Biologically Inspired BWT and SVM Nilesh Bhaskarrao Bahadure, Arun Kumar Ray, Har Pal Thethi · International Journal of Biomedical Imaging | 2017 | 616 |
| 4 | MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation Xucong Zhang, Yusuke Sugano, Mario Fritz et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 28 Nov 2017 | 606 |
| 5 | Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection Chenping Hou, Feiping Nie, Xuelong Li et al. · IEEE Transactions on Cybernetics | 22 Jul 2013 | 572 |
| 6 | Self-weighted Multiview Clustering with Multiple Graphs Feiping Nie, Jing Li, Xuelong Li | 28 Jul 2017 | 567 |
| 7 | A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition Yong‐Jin Liu, Jinkai Zhang, Wen‐Jing Yan et al. · IEEE Transactions on Affective Computing | Oct 2015 | 538 |
| 8 | Large-Scale Multi-View Subspace Clustering in Linear Time Zhao Kang, Wang-Tao Zhou, Zhitong Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 3 Apr 2020 | 529 |
| 9 | An Energy-Balanced Routing Method Based on Forward-Aware Factor for Wireless Sensor Networks Degan Zhang, Guang Li, Ke Zheng et al. · IEEE Transactions on Industrial Informatics | 3 Jan 2014 | 525 |
| 10 | A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends Jie Gui, Tuo Chen, Jing Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 17 Jun 2024 | 523 |
| 11 | EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM Yongqiang Yin, Xiangwei Zheng, Bin Hu et al. · Applied Soft Computing | 30 Nov 2020 | 474 |
| 12 | Recent progress in semantic image segmentation Xiaolong Liu, Zhidong Deng, Yuhan Yang · Artificial Intelligence Review | 27 Jun 2018 | 464 |
| 13 | Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis Mingjing Wang, Huiling Chen · Applied Soft Computing | 20 Nov 2019 | 453 |
| 14 | Consistent and Specific Multi-View Subspace Clustering Shirui Luo, Changqing Zhang, Wei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 29 Apr 2018 | 434 |
| 15 | Less is more: Micro-expression recognition from video using apex frame Sze‐Teng Liong, John See, KokSheik Wong et al. · Signal Processing Image Communication | 14 Dec 2017 | 407 |
| 16 | GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition Tong Zhang, Xuehan Wang, Xiangmin Xu et al. · IEEE Transactions on Affective Computing | 27 Aug 2019 | 402 |
| 17 | Large Scale Spectral Clustering with Landmark-Based Representation Xinlei Chen, Deng Cai · Proceedings of the AAAI Conference on Artificial Intelligence | 4 Aug 2011 | 397 |
| 18 | Incomplete Multiview Spectral Clustering With Adaptive Graph Learning Jie Wen, Yong Dong Xu, Hong Liu · IEEE Transactions on Cybernetics | 24 Dec 2018 | 394 |
| 19 | Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition Maoguo Gong, Qing Cai, Xiaowei Chen et al. · IEEE Transactions on Evolutionary Computation | May 2013 | 394 |
| 20 | Label Decoupling Framework for Salient Object Detection Jun Wei, Shuhui Wang, Zhe Wu et al. | Jun 2020 | 383 |
| 21 | Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach Aytuğ Onan · Computer Applications in Engineering Education | 4 May 2020 | 382 |
| 22 | Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild Zengqun Zhao, Qingshan Liu, Shanmin Wang · IEEE Transactions on Image Processing | 2021 | 376 |
| 23 | Late Fusion Incomplete Multi-View Clustering Xinwang Liu, Xinzhong Zhu, Miaomiao Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 5 Nov 2018 | 375 |
| 24 | Robust Sparse Linear Discriminant Analysis Jie Wen, Xiaozhao Fang, Jinrong Cui et al. · IEEE Transactions on Circuits and Systems for Video Technology | 29 Jan 2018 | 374 |
| 25 | Complementing IoT Services Through Software Defined Networking and Edge Computing: A Comprehensive Survey Wajid Rafique, Lianyong Qi, Ibrar Yaqoob et al. · IEEE Communications Surveys & Tutorials | 2020 | 363 |
| 26 | A Micro-GA Embedded PSO Feature Selection Approach to Intelligent Facial Emotion Recognition Kamlesh Mistry, Zhang Li, Siew Chin Neoh et al. · IEEE Transactions on Cybernetics | 21 Apr 2016 | 356 |
| 27 | Developing a predictive model of quality of experience for internet video Athula Balachandran, Vyas Sekar, Aditya Akella et al. | 13 Aug 2013 | 354 |
| 28 | Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling Shuihua Wang, Preetha Phillips, Yuxiu Sui et al. · Journal of Medical Systems | 25 Mar 2018 | 352 |
| 29 | Consensus Graph Learning for Multi-View Clustering Zhenglai Li, Chang Tang, Xinwang Liu et al. · IEEE Transactions on Multimedia | 20 May 2021 | 334 |
| 30 | A deep learning approach for brain tumor classification using MRI images Muhammad Aamir, Zia-ur Rahman, Zaheer Ahmed Dayo et al. · Computers & Electrical Engineering | 26 May 2022 | 332 |
| 31 | From QoS to QoE: A Tutorial on Video Quality Assessment Yanjiao Chen, Kaishun Wu, Qian Zhang · IEEE Communications Surveys & Tutorials | 22 Oct 2014 | 329 |
| 32 | The Influence of the Activation Function in a Convolution Neural Network Model of Facial Expression Recognition Yingying Wang, Yibin Li, Yong Hua Song et al. · Applied Sciences | 10 Mar 2020 | 321 |
| 33 | Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark Quanzeng You, Jiebo Luo, Hailin Jin et al. · Proceedings of the AAAI Conference on Artificial Intelligence | 21 Feb 2016 | 321 |
| 34 | Unified One-Step Multi-View Spectral Clustering Chang Tang, Zhenglai Li, Jun Wang et al. · IEEE Transactions on Knowledge and Data Engineering | 5 May 2022 | 319 |
| 35 | A Deep Neural Network-Driven Feature Learning Method for Multi-view Facial Expression Recognition Tong Zhang, Wenming Zheng, Zhen Cui et al. · IEEE Transactions on Multimedia | 3 Aug 2016 | 318 |
| 36 | A Fully Automatic Multimodality Image Registration Algorithm Babak Assai Ardekani, Michael Braun, Brian F. Hutton et al. · Journal of Computer Assisted Tomography | Jul 1995 | 313 |
| 37 | LBP with Six Intersection Points: Reducing Redundant Information in LBP-TOP for Micro-expression Recognition Yandan Wang, John See, Raphaël C.‐W. Phan et al. · Lecture notes in computer science | 2015 | 311 |
| 38 | Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns Xiaohua Huang, Guoying Zhao, Xiaopeng Hong et al. · Neurocomputing | 9 Nov 2015 | 310 |
| 39 | Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection Zechao Li, Jing Liu, Yi Ping Yang et al. · IEEE Transactions on Knowledge and Data Engineering | 26 Apr 2013 | 309 |
| 40 | Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion Jie Wen, Zheng Zhang, Zhao Zhang et al. · IEEE Transactions on Cybernetics | 7 May 2020 | 308 |
| 41 | A new switching-delayed-PSO-based optimized SVM algorithm for diagnosis of Alzheimer’s disease Nianyin Zeng, Hong Qiu, Zidong Wang et al. · Neurocomputing | 6 Sep 2018 | 307 |
| 42 | Efficient and Effective Regularized Incomplete Multi-view Clustering Xinwang Liu, Miaomiao Li, Chang Tang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2020 | 299 |
| 43 | Multiscale Energy and Eigenspace Approach to Detection and Localization of Myocardial Infarction Laxmi Narayan Sharma, Rajesh Kumar Tripathy, Samarendra Dandapat · IEEE Transactions on Biomedical Engineering | 24 Feb 2015 | 297 |
| 44 | Doubly Aligned Incomplete Multi-view Clustering Meng-Lei Monica Hu, Songcan Chen | Jul 2018 | 293 |
| 45 | Fuzzy System Based Medical Image Processing for Brain Disease Prediction Mandong Hu, Yi Zhong, Shuxuan Xie et al. · Frontiers in Neuroscience | 30 Jul 2021 | 292 |
| 46 | Exclusivity-Consistency Regularized Multi-view Subspace Clustering Xiaobo Wang, Xiaojie Guo, Zhen Lei et al. | Jul 2017 | 286 |
| 47 | Automated Online Exam Proctoring Yousef Atoum, Liping Chen, Alex X. Liu et al. · IEEE Transactions on Multimedia | 20 Jan 2017 | 286 |
| 48 | A Review and Analysis of Eye-Gaze Estimation Systems, Algorithms and Performance Evaluation Methods in Consumer Platforms Anuradha Kar, Peter Corcoran · IEEE Access | 2017 | 284 |
| 49 | Gaze Prediction in Dynamic 360° Immersive Videos Yanyu Xu, Yanbing Dong, Junru Wu et al. | Jun 2018 | 282 |
| 50 | Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation Yudong Zhang, Zhangjing Yang, Huimin Lu et al. · IEEE Access | 2016 | 282 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.