Machine Learning 473.8k citations
2.9k papers · indexed · active since 1950
Impact in Machine Learning and Data Classification Machine Learning and Algorithms Imbalanced Data Classification Techniques Neural Networks and Applications Anomaly Detection Techniques and Applications Text and Document Classification Technologies Face and Expression Recognition Papers in i Machine Learning and Algorithms 609 Machine Learning and Data Classification 426 Neural Networks and Applications 234 Bayesian Modeling and Causal Inference 216 Imbalanced Data Classification Techniques 214 Algorithms and Data Compression 196 show more fields Overview Impact Peers Geography Research Space Peers Machine Learning
Comparison fields: 5 of 245 Artificial Intelligence 234.0k Computer Vision and Pattern Recognition 71.2k Signal Processing 34.6k Information Systems 55.3k Computational Theory and Mathematics 39.1k Management Science and Operations Research 26.8k Health Information Management 6.8k Environmental Engineering 20.5k Statistics and Probability 11.2k Computational Mathematics 786 Media Technology 11.6k Computer Networks and Communications 30.7k Software 5.2k Control and Systems Engineering 25.0k Ecological Modeling 3.9k Analytical Chemistry 8.7k Global and Planetary Change 17.6k Cognitive Neuroscience 15.2k Computer Science Applications 4.5k Health Informatics 990 Industrial and Manufacturing Engineering 7.7k Transportation 4.7k Ecology 17.1k Biophysics 3.5k Statistics, Probability and Uncertainty 4.2k Building and Construction 8.0k Statistical and Nonlinear Physics 7.1k Molecular Biology 37.1k Human-Computer Interaction 3.3k Atmospheric Science 9.8k Safety, Risk, Reliability and Quality 5.0k Ocean Engineering 8.1k Water Science and Technology 7.0k Civil and Structural Engineering 10.7k Radiology, Nuclear Medicine and Imaging 9.4k Automotive Engineering 5.5k Experimental and Cognitive Psychology 5.7k Electrical and Electronic Engineering 24.8k Management, Monitoring, Policy and Law 4.9k Nature and Landscape Conservation 4.8k Accounting 4.5k Management Information Systems 3.4k Marketing 3.4k Biomedical Engineering 15.4k Computational Mechanics 7.4k Mechanical Engineering 13.1k Soil Science 3.1k Hardware and Architecture 2.2k Economics and Econometrics 8.5k Aerospace Engineering 7.7k Finance 3.1k Neurology 2.2k General Decision Sciences 532 Developmental Biology 583 Developmental and Educational Psychology 3.2k Information Systems and Management 1.7k Health, Toxicology and Mutagenesis 3.0k Oceanography 2.8k Industrial and Manufacturing Engineering 1.9k Mechanics of Materials 5.4k Cardiology and Cardiovascular Medicine 4.2k Radiological and Ultrasound Technology 929 Geology 1.1k Plant Science 7.3k Genetics 5.2k Social Psychology 3.9k General Social Sciences 595 Cancer Research 2.3k Modeling and Simulation 774 Medical Laboratory Technology 245 Safety Research 1.3k Psychiatry and Mental health 2.0k Epidemiology 4.6k Computer Graphics and Computer-Aided Design 556 Spectroscopy 2.4k Numerical Analysis 800 Sociology and Political Science 6.6k Applied Psychology 653 Instrumentation 493 Renewable Energy, Sustainability and the Environment 2.2k Pollution 1.6k Environmental Chemistry 1.4k Geophysics 1.7k Materials Chemistry 5.9k Complementary and alternative medicine 955 Geography, Planning and Development 714 Ecology, Evolution, Behavior and Systematics 2.3k Pulmonary and Respiratory Medicine 3.3k Cellular and Molecular Neuroscience 2.0k Tourism, Leisure and Hospitality Management 179 Insect Science 1.4k Physical Therapy, Sports Therapy and Rehabilitation 462 General Economics, Econometrics and Finance 950 Cultural Studies 947 Food Science 2.0k Ophthalmology 833 Management of Technology and Innovation 811 History and Philosophy of Science 532 Animal Science and Zoology 1.0k Astronomy and Astrophysics 1.7k Neurology 1.3k Organizational Behavior and Human Resource Management 1.0k Physiology 2.3k Communication 734 Orthopedics and Sports Medicine 747 Metals and Alloys 250 Space and Planetary Science 131 Geochemistry and Petrology 552 Earth-Surface Processes 638 Public Health, Environmental and Occupational Health 2.3k Urban Studies 548 Microbiology 511 Small Animals 607 Oncology 2.0k Speech and Hearing 495 Infectious Diseases 1.4k Sensory Systems 361 Structural Biology 112 Agronomy and Crop Science 770 Family Practice 117 Emergency Medicine 563 Endocrinology, Diabetes and Metabolism 1.0k Pharmacology 562 Forestry 272 Clinical Psychology 1.3k Toxicology 214 Strategy and Management 1.0k Catalysis 436 Rehabilitation 372 Energy Engineering and Power Technology 192 Virology 262 Radiation 510 Horticulture 58 Pharmacology 918 Surgery 2.3k Hepatology 399 Oral Surgery 356 Pediatrics, Perinatology and Child Health 941 Periodontics 220 General Health Professions 1.2k Philosophy 640 Archeology 574 Demography 634 Discrete Mathematics and Combinatorics 166 Pharmacy 213 Language and Linguistics 567 Otorhinolaryngology 188 Music 164 Biological Psychiatry 105 Business and International Management 98 Geriatrics and Gerontology 141 Health 343 Rheumatology 616 Emergency Medical Services 279 Geometry and Topology 406 Genetics 438 Clinical Biochemistry 289 Cell Biology 716 Nuclear and High Energy Physics 587 Gastroenterology 215 Aging 76 Transplantation 103 Fluid Flow and Transfer Processes 261 Obstetrics and Gynecology 278 Nutrition and Dietetics 607 Immunology 805 Mathematical Physics 378 Nephrology 262 Pathology and Forensic Medicine 636 Acoustics and Ultrasonics 34 Applied Mathematics 396 Atomic and Molecular Physics, and Optics 1.1k Aquatic Science 264 Education 1.1k Paleontology 263 Architecture 55 Occupational Therapy 132 Electrochemistry 205 Process Chemistry and Technology 93 Linguistics and Language 159 Critical Care and Intensive Care Medicine 134 Polymers and Plastics 440 Bioengineering 176 Issues, ethics and legal aspects 34 Fuel Technology 25 Conservation 107 Organic Chemistry 872 Endocrinology 150 General Agricultural and Biological Sciences 253 General Dentistry 42 Physical and Theoretical Chemistry 261 Political Science and International Relations 749 Biochemistry 162 Behavioral Neuroscience 88 General Engineering 31 Applied Microbiology and Biotechnology 46 General Psychology 34 Reproductive Medicine 191 Gender Studies 237 Endocrine and Autonomic Systems 150 Inorganic Chemistry 333 Anesthesiology and Pain Medicine 113 Hematology 242 Parasitology 143 Dermatology 183 Biotechnology 194 Molecular Medicine 106 Surfaces, Coatings and Films 154 Electronic, Optical and Magnetic Materials 398 Immunology and Allergy 118 Condensed Matter Physics 252 Biomaterials 275 Complementary and Manual Therapy 41 Human Factors and Ergonomics 45 Development 69 Internal Medicine 54 General Energy 19 Pharmaceutical Science 102 Orthodontics 57 Literature and Literary Theory 173 Ceramics and Composites 82 Law 145 Equine 21 Neuropsychology and Physiological Psychology 18 Developmental Neuroscience 47 Chemical Health and Safety 8 Anthropology 122 Physiology 44 Visual Arts and Performing Arts 49 Urology 48 Biochemistry 59 Archeology 8 Filtration and Separation 15 Theoretical Computer Science 9 Anatomy 9 Nuclear Energy and Engineering 2 Microbiology 3 Algebra and Number Theory 19 General Materials Science 10 Public Administration 11 Leadership and Management 3 Industrial relations 1 Museology 6 History 14 Classics 2
Artificial Intelligence 234.0k Computer Vision and Pattern Recognition 71.2k Signal Processing 34.6k Information Systems 55.3k Computational Theory and Mathematics 39.1k Journal of Machine Learning Research United States
Neural Computation United States
ACM Computing Surveys United States
Artificial Intelligence United States
IEEE Transactions on Fuzzy Systems China
Journal of the Royal Statistical Society Series B (Statistical Methodology) United States
IEEE Transactions on Cybernetics China
The Annals of Statistics United States
IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) United States
Citations per field
0 0.5× 10× 20× 30× 41.1×
Journal of Machine Learning Research · 1× 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.
About Machine Learning The 2.9k papers published in Machine Learning in the last decades have received a total of 473.8k indexed citations . Papers published in Machine Learning usually cover Artificial Intelligence (2.3k papers), Computational Mathematics (22 papers), Statistics and Probability (188 papers), Computational Theory and Mathematics (383 papers) and Computer Vision and Pattern Recognition (462 papers) specifically the topics of Machine Learning and Algorithms (609 papers), Machine Learning and Data Classification (426 papers), Neural Networks and Applications (234 papers), Data Mining Algorithms and Applications (229 papers), Bayesian Modeling and Causal Inference (216 papers), Imbalanced Data Classification Techniques (214 papers), Algorithms and Data Compression (196 papers) and Face and Expression Recognition (179 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 .
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