| # | Title | Journal | Year | Citations |
|---|
| 1 | Induction of decision trees | Machine Learning | 1986 | 12,034 |
| 2 | Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines | Journal of Extracellular Vesicles | 2018 | 6,961 |
| 3 | A Comprehensive Survey on Graph Neural Networks | IEEE Transactions on Neural Networks and Learning Systems | 2021 | 3,922 |
| 4 | A review on the occurrence of micropollutants in the aquatic environment and their fate and removal during wastewater treatment | Science of the Total Environment | 2014 | 2,812 |
| 5 | BEAST 2.5: An advanced software platform for Bayesian evolutionary analysis | PLoS Computational Biology | 2019 | 2,484 |
| 6 | DehazeNet: An End-to-End System for Single Image Haze Removal | IEEE Transactions on Image Processing | 2016 | 1,970 |
| 7 | The Arithmetic Optimization Algorithm | Computer Methods in Applied Mechanics and Engineering | 2021 | 1,513 |
| 8 | Single platinum atoms immobilized on an MXene as an efficient catalyst for the hydrogen evolution reaction | Nature Catalysis | 2018 | 1,236 |
| 9 | Solid-state single-photon emitters | Nature Photonics | 2016 | 1,174 |
| 10 | Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes | Nature Genetics | 2018 | 1,124 |
| 11 | Federated Learning in Mobile Edge Networks: A Comprehensive Survey | IEEE Communications Surveys and Tutorials | 2020 | 1,098 |
| 12 | Applications of Deep Reinforcement Learning in Communications and Networking: A Survey | IEEE Communications Surveys and Tutorials | 2019 | 1,071 |
| 13 | Mechanism of Hepatic Insulin Resistance in Non-alcoholic Fatty Liver Disease | Journal of Biological Chemistry | 2004 | 1,069 |
| 14 | Quantum emission from hexagonal boron nitride monolayers | Nature Nanotechnology | 2016 | 1,006 |
| 15 | Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges | Journal of Digital Imaging | 2019 | 972 |
| 16 | Are animal personality traits linked to life-history productivity? | Trends in Ecology and Evolution | 2008 | 945 |
| 17 | Progress in the biological and chemical treatment technologies for emerging contaminant removal from wastewater: A critical review | Journal of Hazardous Materials | 2017 | 886 |
| 18 | 5G Ultra-Dense Cellular Networks | IEEE Wireless Communications | 2016 | 881 |
| 19 | Deep Learning for Anomaly Detection | ACM Computing Surveys | 2022 | 880 |
| 20 | Valuing health-related quality of life: An EQ-5D-5L value set for England | Health Economics (United Kingdom) | 2018 | 863 |
| 21 | Adsorptive removal of antibiotics from water and wastewater: Progress and challenges | Science of the Total Environment | 2015 | 860 |
| 22 | Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts | Science China Information Sciences | 2021 | 858 |
| 23 | Reconciling the optimal and empirical approaches to modelling stomatal conductance | Global Change Biology | 2011 | 847 |
| 24 | Polymer Electrolytes for Lithium-Based Batteries: Advances and Prospects | CheM | 2019 | 801 |
| 25 | A review of clustering techniques and developments | Neurocomputing | 2017 | 766 |
| 26 | Graph WaveNet for Deep Spatial-Temporal Graph Modeling | Neurocomputing | 2019 | 765 |
| 27 | Hollow MXene Spheres and 3D Macroporous MXene Frameworks for Na‐Ion Storage | Advanced Materials | 2017 | 757 |
| 28 | Bitcoin: Medium of exchange or speculative assets? | Journal of International Financial Markets, Institutions and Money | 2018 | 746 |
| 29 | Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence | Proceedings of the National Academy of Sciences of the United States of America | 2014 | 741 |
| 30 | Synthesis and Optical Properties of Hybrid and Alloy Plasmonic Nanoparticles | Chemical Reviews | 2011 | 730 |
| 31 | Zooming in on the phycosphere: the ecological interface for phytoplankton–bacteria relationships | Nature Microbiology | 2017 | 727 |
| 32 | Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life Years for 29 Cancer Groups From 2010 to 2019 | JAMA Oncology | 2022 | 719 |
| 33 | Tuning the Coordination Environment in Single-Atom Catalysts to Achieve Highly Efficient Oxygen Reduction Reactions | Journal of the American Chemical Society | 2019 | 683 |
| 34 | The tropicalization of temperate marine ecosystems: climate-mediated changes in herbivory and community phase shifts | Proceedings of the Royal Society B: Biological Sciences | 2014 | 679 |
| 35 | Family violence and COVID‐19: Increased vulnerability and reduced options for support | International Journal of Mental Health Nursing | 2020 | 667 |
| 36 | Self-branding, ‘micro-celebrity’ and the rise of Social Media Influencers | Celebrity Studies | 2017 | 659 |
| 37 | The epidemics of myopia: Aetiology and prevention | Progress in Retinal and Eye Research | 2018 | 658 |
| 38 | MoS2/Graphene Composite Anodes with Enhanced Performance for Sodium‐Ion Batteries: The Role of the Two‐Dimensional Heterointerface | Advanced Functional Materials | 2015 | 657 |
| 39 | The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data | Scientific Data | 2020 | 646 |
| 40 | Sharing economy: A review and agenda for future research | International Journal of Hospitality Management | 2016 | 644 |
| 41 | Amplified stimulated emission in upconversion nanoparticles for super-resolution nanoscopy | Nature | 2017 | 643 |
| 42 | Critical Assessment of Metagenome Interpretation—a benchmark of metagenomics software | Nature Methods | 2017 | 635 |
| 43 | Turning microplastics into nanoplastics through digestive fragmentation by Antarctic krill | Nature Communications | 2018 | 632 |
| 44 | Characterizing quantum supremacy in near-term devices | Nature Physics | 2018 | 617 |
| 45 | A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks | IEEE Access | 2019 | 616 |
| 46 | The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity | Marketing Science | 2010 | 604 |
| 47 | Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration | Marketing Science | 2019 | 600 |
| 48 | The forthcoming applications of gold nanoparticles in drug and gene delivery systems | Journal of Controlled Release | 2011 | 591 |
| 49 | Zinc oxide particles: Synthesis, properties and applications | Chemical Engineering Journal | 2012 | 579 |
| 50 | Pesticides reduce regional biodiversity of stream invertebrates | Proceedings of the National Academy of Sciences of the United States of America | 2013 | 578 |
