About The 2.6k papers published in Machine Learning in the last decades have received a total of 404.0k indexed citations.
Papers published in Machine Learning usually cover
Artificial Intelligence (2.1k papers),
Computer Vision and Pattern Recognition (422 papers) and
Computational Theory and Mathematics (358 papers) specifically the topics of Machine Learning and Algorithms (573 papers), Machine Learning and Data Classification (410 papers) and Data Mining Algorithms and Applications (218 papers). The most active scholars publishing in Machine Learning are
Leo Breiman ,
Vladimir Vapnik ,
Corinna Cortes ,
J. R. Quinlan ,
Robert E. Schapire ,
Peter Dayan ,
Richard S. Sutton ,
Christopher J. Watkins ,
Ronald J. Williams and
Rich Caruana .
Overview Impact Peers Geography Research Space Peers Machine Learning
Comparison fields: 5 of 244 Artificial Intelligence 191.9k Computer Vision and Pattern Recognition 61.1k Information Systems 43.6k Molecular Biology 35.7k Computational Theory and Mathematics 31.5k Signal Processing 28.3k Computer Networks and Communications 25.7k Management Science and Operations Research 22.8k Electrical and Electronic Engineering 22.8k Control and Systems Engineering 22.1k Environmental Engineering 19.4k Global and Planetary Change 16.7k Ecology 16.4k Biomedical Engineering 14.7k Cognitive Neuroscience 14.1k Mechanical Engineering 12.0k Media Technology 10.7k Statistics and Probability 10.1k Radiology, Nuclear Medicine and Imaging 10.0k Civil and Structural Engineering 10.0k Atmospheric Science 9.2k Analytical Chemistry 7.9k Economics and Econometrics 7.7k Building and Construction 7.4k Ocean Engineering 7.3k Aerospace Engineering 7.1k Plant Science 6.8k Computational Mechanics 6.7k Industrial and Manufacturing Engineering 6.6k Water Science and Technology 6.6k Health Information Management 6.4k Statistical and Nonlinear Physics 6.1k Sociology and Political Science 5.8k Materials Chemistry 5.6k Epidemiology 5.4k Genetics 5.3k Experimental and Cognitive Psychology 5.2k Automotive Engineering 5.0k Mechanics of Materials 5.0k Cardiology and Cardiovascular Medicine 4.8k Nature and Landscape Conservation 4.7k Safety, Risk, Reliability and Quality 4.7k Management, Monitoring, Policy and Law 4.5k Software 4.4k Transportation 4.3k Pulmonary and Respiratory Medicine 4.1k Accounting 4.0k Statistics, Probability and Uncertainty 3.9k Computer Science Applications 3.8k Ecological Modeling 3.7k Social Psychology 3.6k Biophysics 3.3k Health, Toxicology and Mutagenesis 3.0k Marketing 3.0k Soil Science 2.9k Human-Computer Interaction 2.9k Surgery 2.9k Finance 2.8k Cancer Research 2.7k Management Information Systems 2.7k Physiology 2.7k Oceanography 2.6k Public Health, Environmental and Occupational Health 2.6k Developmental and Educational Psychology 2.4k Oncology 2.4k Spectroscopy 2.4k Psychiatry and Mental health 2.2k Ecology, Evolution, Behavior and Systematics 2.2k Neurology 2.1k Renewable Energy, Sustainability and the Environment 2.1k Cellular and Molecular Neuroscience 2.0k Hardware and Architecture 1.9k Food Science 1.8k Industrial and Manufacturing Engineering 1.7k Geophysics 1.6k Astronomy and Astrophysics 1.6k Infectious Diseases 1.6k Pollution 1.5k Neurology 1.5k Clinical Psychology 1.4k General Health Professions 1.4k Information Systems and Management 1.3k Insect Science 1.3k Environmental Chemistry 1.3k Endocrinology, Diabetes and Metabolism 1.2k Pediatrics, Perinatology and Child Health 1.2k Safety Research 1.1k Atomic and Molecular Physics, and Optics 1.0k Pharmacology 1.0k Complementary and alternative medicine 1.0k Immunology 1.0k Health Informatics 1.0k Geology 1000 Animal Science and Zoology 982 Strategy and Management 932 Organizational Behavior and Human Resource Management 917 Radiological and Ultrasound Technology 898 Ophthalmology 887 General Economics, Econometrics and Finance 881 Education 852 Organic Chemistry 840 Emergency Medicine 826 Pathology and Forensic Medicine 791 Modeling and Simulation 776 Agronomy and Crop Science 757 Rheumatology 736 Orthopedics and Sports Medicine 724 Cell Biology 708 Cultural Studies 704 Computational Mathematics 696 Nutrition and Dietetics 675 Applied Psychology 674 Numerical Analysis 669 Management of Technology and Innovation 666 Communication 631 Political Science and International Relations 622 Earth-Surface Processes 613 Small Animals 609 Philosophy 603 Geography, Planning and Development 593 Pharmacology 587 Demography 587 Developmental Biology 550 Microbiology 545 Nuclear and High Energy Physics 541 Archeology 538 Genetics 538 Urban Studies 531 General Social Sciences 526 Speech and Hearing 525 Hepatology 520 Geochemistry and Petrology 519 Radiation 515 Physical Therapy, Sports Therapy and Rehabilitation 475 General Decision Sciences 470 Health 467 Instrumentation 465 Rehabilitation 444 History and Philosophy of Science 434 Computer Graphics and Computer-Aided Design 430 Language and Linguistics 428 Catalysis 400 Polymers and Plastics 398 Electronic, Optical and Magnetic Materials 374 Oral Surgery 373 Sensory Systems 361 Obstetrics and Gynecology 355 Geometry and Topology 351 Applied Mathematics 343 Emergency Medical Services 328 Clinical Biochemistry 326 Mathematical Physics 322 Virology 317 Inorganic Chemistry 315 Nephrology 311 Hematology 276 Aquatic Science 263 Paleontology 257 Biomaterials 255 Forestry 253 Physical and Theoretical Chemistry 250 Reproductive Medicine 247 Geriatrics and Gerontology 246 Metals and Alloys 243 Otorhinolaryngology 241 Periodontics 234 Toxicology 233 Fluid Flow and Transfer Processes 232 Critical Care and Intensive Care Medicine 231 General Agricultural and Biological Sciences 230 Medical Laboratory Technology 228 Gastroenterology 225 Condensed Matter Physics 224 Biotechnology 204 Dermatology 200 Pharmacy 197 Electrochemistry 197 Gender Studies 196 Endocrine and Autonomic Systems 195 Energy Engineering and Power Technology 182 Bioengineering 172 Biochemistry 172 Tourism, Leisure and Hospitality Management 165 Immunology and Allergy 155 Parasitology 155 Anesthesiology and Pain Medicine 153 Literature and Literary Theory 151 Surfaces, Coatings and Films 150 Endocrinology 149 Biological Psychiatry 145 Music 143 Occupational Therapy 143 Family Practice 138 Transplantation 135 Discrete Mathematics and Combinatorics 122 Linguistics and Language 122 Molecular Medicine 120 Anthropology 119 Space and Planetary Science 116 Law 112 Structural Biology 112 Pharmaceutical Science 97 Conservation 97 Behavioral Neuroscience 97 Internal Medicine 91 Business and International Management 86 Process Chemistry and Technology 82 Ceramics and Composites 79 Aging 78 Urology 64 Biochemistry 63 Orthodontics 62 Applied Microbiology and Biotechnology 58 Issues, ethics and legal aspects 58 Horticulture 54 Development 54 Developmental Neuroscience 49 General Dentistry 47 Complementary and Manual Therapy 43 Physiology 42 Visual Arts and Performing Arts 40 Human Factors and Ergonomics 39 Architecture 37 Acoustics and Ultrasonics 33 General Engineering 31 General Psychology 31 Equine 24 Neuropsychology and Physiological Psychology 23 Fuel Technology 22 General Energy 18 Filtration and Separation 15 Algebra and Number Theory 14 History 13 Anatomy 9 Public Administration 8 Chemical Health and Safety 8 General Materials Science 8 Archeology 8 Museology 6 Leadership and Management 4 Microbiology 3 Nuclear Energy and Engineering 2 Theoretical Computer Science 1 Industrial relations 1
Artificial Intelligence 191.9k Computer Vision and Pattern Recognition 61.1k Information Systems 43.6k Molecular Biology 35.7k Computational Theory and Mathematics 31.5k Journal of Machine Learning Research United States
IEEE Transactions on Knowledge and Data Engineering China
Artificial Intelligence United States
ACM Computing Surveys United States
Neural Computation United States
Journal of the ACM United States
Journal of the Royal Statistical Society Series B (Statistical Methodology) United States
IEEE Transactions on Evolutionary Computation China
The Annals of Statistics United States
IEEE Transactions on Cybernetics China
Citations per field, relative to Machine Learning
Citations per year, relative to Machine Learning
This map shows the geographic impact of research published in Machine Learning. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by papers published in Machine Learning with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Machine Learning more than expected).
This network shows the impact of papers published in Machine Learning. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers published in Machine Learning.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive
bibliographic database. While OpenAlex provides broad and valuable coverage of the global
research landscape, it—like all bibliographic datasets—has inherent limitations. These include
incomplete records, variations in author disambiguation, differences in journal indexing, and
delays in data updates. As a result, some metrics and network relationships displayed in
Rankless may not fully capture the entirety of a scholar's output or impact.
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