| # | Title | Journal | Year | Citations |
|---|
|
| 1 | Data-Driven Intelligent Transportation Systems: A Survey | IEEE Transactions on Intelligent Transportation Systems | 2011 | 1,335 |
| 2 | Automated anatomical labelling atlas 3 | NeuroImage | 2020 | 953 |
| 3 | Pre-trained models for natural language processing: A survey | Science China Technological Sciences | 2020 | 777 |
| 4 | Two-dimensional materials for next-generation computing technologies | Nature Nanotechnology | 2020 | 615 |
| 5 | NAIS: Neural Attentive Item Similarity Model for Recommendation | IEEE Transactions on Knowledge and Data Engineering | 2018 | 389 |
| 6 | Big Data for Remote Sensing: Challenges and Opportunities | Proceedings of the IEEE | 2016 | 375 |
| 7 | Supervised hashing with kernels | | 2012 | 369 |
| 8 | A new bio-inspired optimisation algorithm: Bird Swarm Algorithm | Journal of Experimental and Theoretical Artificial Intelligence | 2016 | 358 |
| 9 | An early history of the internet [History of Communications] | IEEE Communications Magazine | 2010 | 355 |
| 10 | Integrative Proteomic Characterization of Human Lung Adenocarcinoma | Cell | 2020 | 352 |
| 11 | Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders | Brain | 2016 | 303 |
| 12 | The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens | Genome Biology | 2019 | 299 |
| 13 | A new color image encryption scheme based on DNA sequences and multiple improved 1D chaotic maps | Applied Soft Computing Journal | 2015 | 282 |
| 14 | Evidence for a spinon Fermi surface in a triangular-lattice quantum-spin-liquid candidate | Nature | 2016 | 274 |
| 15 | Visual Traffic Jam Analysis Based on Trajectory Data | IEEE Transactions on Visualization and Computer Graphics | 2013 | 268 |
| 16 | Combining evolutionary information extracted from frequency profiles with sequence-based kernels for protein remote homology detection | Bioinformatics | 2014 | 267 |
| 17 | Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2018 | 248 |
| 18 | Human Identification Using Temporal Information Preserving Gait Template | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2012 | 240 |
| 19 | Cassava genome from a wild ancestor to cultivated varieties | Nature Communications | 2014 | 238 |
| 20 | Autism: reduced connectivity between cortical areas involved in face expression, theory of mind, and the sense of self | Brain | 2015 | 237 |
| 21 | Improving compound–protein interaction prediction by building up highly credible negative samples | Bioinformatics | 2015 | 227 |
| 22 | Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM | Nature Communications | 2019 | 215 |
| 23 | The orbitofrontal cortex: reward, emotion and depression | Brain Communications | 2020 | 214 |
| 24 | Microexpression Identification and Categorization Using a Facial Dynamics Map | IEEE Transactions on Affective Computing | 2017 | 201 |
| 25 | A novel lossless color image encryption scheme using 2D DWT and 6D hyperchaotic system | Information Sciences | 2016 | 187 |
| 26 | A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation | Bioinformatics | 2009 | 183 |
| 27 | Functional Connectivities in the Brain That Mediate the Association Between Depressive Problems and Sleep Quality | JAMA Psychiatry | 2018 | 183 |
| 28 | Multi-Task GANs for View-Specific Feature Learning in Gait Recognition | IEEE Transactions on Information Forensics and Security | 2019 | 179 |
| 29 | Fault Analysis and Debugging of Microservice Systems: Industrial Survey, Benchmark System, and Empirical Study | IEEE Transactions on Software Engineering | 2021 | 178 |
| 30 | Weyl magnons in breathing pyrochlore antiferromagnets | Nature Communications | 2016 | 176 |
| 31 | An Experimental-Based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging | IEEE Access | 2019 | 174 |
| 32 | Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal | IEEE Transactions on Geoscience and Remote Sensing | 2007 | 170 |
| 33 | Critical Assessment of Metagenome Interpretation: the second round of challenges | Nature Methods | 2022 | 169 |
| 34 | A unified framework for semantics and feature based relevance feedback in image retrieval systems | | 2000 | 161 |
| 35 | CNN-Based Chinese NER with Lexicon Rethinking | | 2019 | 159 |
| 36 | Brain-Wide Analysis of Functional Connectivity in First-Episode and Chronic Stages of Schizophrenia | Schizophrenia Bulletin | 2017 | 153 |
| 37 | Medical Big Data: Neurological Diseases Diagnosis Through Medical Data Analysis | Data Science and Engineering | 2016 | 152 |
| 38 | Boosting compound-protein interaction prediction by deep learning | Methods | 2016 | 151 |
| 39 | Ultrafast non-volatile flash memory based on van der Waals heterostructures | Nature Nanotechnology | 2021 | 151 |
| 40 | GOLabeler: improving sequence-based large-scale protein function prediction by learning to rank | Bioinformatics | 2018 | 147 |
| 41 | Tracking clusters in evolving data streams over sliding windows | Knowledge and Information Systems | 2008 | 143 |
| 42 | Voxel-based, brain-wide association study of aberrant functional connectivity in schizophrenia implicates thalamocortical circuitry | NPJ Schizophrenia | 2015 | 142 |
| 43 | Emergent Synchronous Bursting of Oxytocin Neuronal Network | PLoS Computational Biology | 2008 | 135 |
| 44 | High-level event recognition in unconstrained videos | International Journal of Multimedia Information Retrieval | 2013 | 130 |
| 45 | Towards Robust Image Steganography | IEEE Transactions on Circuits and Systems for Video Technology | 2019 | 127 |
| 46 | Graph Model Based Indoor Tracking | | 2009 | 124 |
| 47 | Hookworm Detection in Wireless Capsule Endoscopy Images With Deep Learning | IEEE Transactions on Image Processing | 2018 | 124 |
| 48 | Toward more accurate pan-specific MHC-peptide binding prediction: a review of current methods and tools | Briefings in Bioinformatics | 2012 | 122 |
| 49 | DrugE-Rank: improving drug–target interaction prediction of new candidate drugs or targets by ensemble learning to rank | Bioinformatics | 2016 | 119 |
| 50 | Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content | IEEE Signal Processing Magazine | 2018 | 119 |
