| # | Title | Journal | Year | Citations |
|---|
| 1 | k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY | International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems | 2002 | 6,011 |
| 2 | Multitask Learning | Machine Learning | 1997 | 3,923 |
| 3 | Combining labeled and unlabeled data with co-training | | 1998 | 3,413 |
| 4 | Selection of relevant features and examples in machine learning | Artificial Intelligence | 1997 | 2,536 |
| 5 | Shape and motion from image streams under orthography: a factorization method | International Journal of Computer Vision | 1992 | 2,381 |
| 6 | Text Classification from Labeled and Unlabeled Documents using EM | Machine Learning | 2000 | 2,050 |
| 7 | Probabilistic robotics | Communications of the ACM | 2002 | 1,921 |
| 8 | A re-examination of text categorization methods | | 1999 | 1,699 |
| 9 | Symbolic Boolean manipulation with ordered binary-decision diagrams | ACM Computing Surveys | 1992 | 1,504 |
| 10 | ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION | International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems | 2002 | 1,458 |
| 11 | Unsupervised Visual Representation Learning by Context Prediction | | 2015 | 1,382 |
| 12 | A direct LDA algorithm for high-dimensional data — with application to face recognition | Pattern Recognition | 2001 | 1,376 |
| 13 | A systematic analysis of global anemia burden from 1990 to 2010 | Blood | 2014 | 1,371 |
| 14 | Robust Monte Carlo localization for mobile robots | Artificial Intelligence | 2001 | 1,359 |
| 15 | An Evaluation of Statistical Approaches to Text Categorization | Information Retrieval | 1999 | 1,349 |
| 16 | Causes of vision loss worldwide, 1990–2010: a systematic analysis | The Lancet Global Health | 2013 | 1,317 |
| 17 | STEM: a tool for the analysis of short time series gene expression data | BMC Bioinformatics | 2006 | 1,309 |
| 18 | A Roadmap of Agent Research and Development | Autonomous Agents and Multi-Agent Systems | 1998 | 1,304 |
| 19 | Global, regional, and national trends in haemoglobin concentration and prevalence of total and severe anaemia in children and pregnant and non-pregnant women for 1995–2011: a systematic analysis of population-representative data | The Lancet Global Health | 2013 | 1,297 |
| 20 | Opportunities and obstacles for deep learning in biology and medicine | Journal of the Royal Society Interface | 2018 | 1,282 |
| 21 | Methods and techniques of adaptive hypermedia | User Modeling and User-Adapted Interaction | 1996 | 1,156 |
| 22 | Knowledge tracing: Modeling the acquisition of procedural knowledge | User Modeling and User-Adapted Interaction | 1995 | 1,064 |
| 23 | NewsWeeder: Learning to Filter Netnews | | 1995 | 1,064 |
| 24 | Predicting protein structures with a multiplayer online game | Nature | 2010 | 1,062 |
| 25 | Imagined Communities: Awareness, Information Sharing, and Privacy on the Facebook | Lecture Notes in Computer Science | 2006 | 1,035 |
| 26 | Predicting Human Brain Activity Associated with the Meanings of Nouns | Science | 2008 | 961 |
| 27 | Gene expression elucidates functional impact of polygenic risk for schizophrenia | Nature Neuroscience | 2016 | 952 |
| 28 | The sirtuin SIRT6 regulates lifespan in male mice | Nature | 2012 | 910 |
| 29 | Self-improving reactive agents based on reinforcement learning, planning and teaching | Machine Learning | 1992 | 857 |
| 30 | The grand challenges of Science Robotics | Science Robotics | 2018 | 787 |
| 31 | Designing games with a purpose | Communications of the ACM | 2008 | 758 |
| 32 | Opponent interactions between serotonin and dopamine | Neural Networks | 2002 | 744 |
| 33 | A network model of catecholamine effects: gain, signal-to-noise ratio, and behavior | Science | 1990 | 710 |
| 34 | An empirical study of speed and communication in globally distributed software development | IEEE Transactions on Software Engineering | 2003 | 700 |
| 35 | A Computational Study of the Job-Shop Scheduling Problem | ORSA Journal on Computing | 1991 | 685 |
| 36 | Efficient implementation of a BDD package | | 1990 | 678 |
| 37 | Efficient clustering of high-dimensional data sets with application to reference matching | | 2000 | 678 |
| 38 | Analyzing the effectiveness and applicability of co-training | | 2000 | 671 |
| 39 | Discovering objects and their location in images | | 2005 | 663 |
| 40 | Infrared Patch-Image Model for Small Target Detection in a Single Image | IEEE Transactions on Image Processing | 2013 | 658 |
| 41 | WF/sup 2/Q: worst-case fair weighted fair queueing | | 0 | 652 |
| 42 | Inducing features of random fields | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1997 | 641 |
| 43 | Sailfish enables alignment-free isoform quantification from RNA-seq reads using lightweight algorithms | Nature Biotechnology | 2014 | 594 |
| 44 | Agglomerative clustering of a search engine query log | | 2000 | 547 |
| 45 | Learning to Decode Cognitive States from Brain Images | Machine Learning | 2004 | 535 |
| 46 | Learning State Space Trajectories in Recurrent Neural Networks | Neural Computation | 1989 | 534 |
| 47 | SPIRAL: Code Generation for DSP Transforms | Proceedings of the IEEE | 2005 | 522 |
| 48 | An Exploratory Study of How Developers Seek, Relate, and Collect Relevant Information during Software Maintenance Tasks | IEEE Transactions on Software Engineering | 2006 | 522 |
| 49 | Broad host range of SARS-CoV-2 predicted by comparative and structural analysis of ACE2 in vertebrates | Proceedings of the National Academy of Sciences of the United States of America | 2020 | 517 |
| 50 | A Probabilistic Approach to Collaborative Multi-Robot Localization | Autonomous Robots | 2000 | 507 |
