Machine Learning 411.1k citations
2.6k papers · indexed · active since 1950
Impact in Machine Learning and Data Classification Imbalanced Data Classification Techniques Neural Networks and Applications Machine Learning and Algorithms Anomaly Detection Techniques and Applications Text and Document Classification Technologies Face and Expression Recognition Papers in i Machine Learning and Algorithms 576 Machine Learning and Data Classification 412 Bayesian Modeling and Causal Inference 207 Imbalanced Data Classification Techniques 201 Neural Networks and Applications 200 Algorithms and Data Compression 187 Reinforcement Learning in Robotics 165 show more fields Overview Impact Peers Geography Research Space Peers Machine Learning
Comparison fields: 5 of 244 Artificial Intelligence 190.9k Computer Vision and Pattern Recognition 61.0k Signal Processing 28.3k Computational Theory and Mathematics 31.1k Information Systems 43.7k Management Science and Operations Research 22.9k Environmental Engineering 19.6k Health Information Management 5.8k Statistics and Probability 9.9k Media Technology 10.7k Computational Mathematics 714 Software 4.4k Computer Networks and Communications 25.9k Control and Systems Engineering 22.3k Ecological Modeling 3.7k Analytical Chemistry 7.9k Global and Planetary Change 17.0k Cognitive Neuroscience 13.6k Computer Science Applications 3.9k Industrial and Manufacturing Engineering 6.7k Health Informatics 832 Transportation 4.3k Ecology 16.6k Biophysics 3.2k Building and Construction 7.5k Statistics, Probability and Uncertainty 3.8k Atmospheric Science 9.4k Safety, Risk, Reliability and Quality 4.7k Human-Computer Interaction 2.9k Statistical and Nonlinear Physics 6.1k Molecular Biology 32.9k Water Science and Technology 6.7k Ocean Engineering 7.4k Civil and Structural Engineering 10.2k Automotive Engineering 5.1k Radiology, Nuclear Medicine and Imaging 8.4k Experimental and Cognitive Psychology 4.9k Electrical and Electronic Engineering 22.9k Management, Monitoring, Policy and Law 4.6k Nature and Landscape Conservation 4.7k Accounting 4.1k Computational Mechanics 6.8k Mechanical Engineering 12.2k Marketing 3.0k Biomedical Engineering 14.1k Soil Science 3.0k Management Information Systems 2.7k Finance 2.9k Hardware and Architecture 1.9k Aerospace Engineering 7.1k Economics and Econometrics 7.6k General Decision Sciences 470 Developmental Biology 546 Neurology 1.9k Oceanography 2.7k Health, Toxicology and Mutagenesis 2.9k Mechanics of Materials 5.1k Industrial and Manufacturing Engineering 1.8k Cardiology and Cardiovascular Medicine 3.9k Information Systems and Management 1.3k Developmental and Educational Psychology 2.4k Radiological and Ultrasound Technology 879 Geology 1.0k Plant Science 6.8k Genetics 4.8k Social Psychology 3.5k Cancer Research 2.2k General Social Sciences 528 Medical Laboratory Technology 217 Modeling and Simulation 704 Psychiatry and Mental health 1.9k Epidemiology 4.3k Instrumentation 474 Sociology and Political Science 5.8k Environmental Chemistry 1.3k Spectroscopy 2.2k Pollution 1.5k Safety Research 1.1k Applied Psychology 591 Renewable Energy, Sustainability and the Environment 2.1k Numerical Analysis 684 Geophysics 1.7k Computer Graphics and Computer-Aided Design 431 Materials Chemistry 5.6k Complementary and alternative medicine 879 Ecology, Evolution, Behavior and Systematics 2.2k Tourism, Leisure and Hospitality Management 167 Pulmonary and Respiratory Medicine 3.1k Geography, Planning and Development 598 Physical Therapy, Sports Therapy and Rehabilitation 447 Insect Science 1.3k Cellular and Molecular Neuroscience 1.9k General Economics, Econometrics and Finance 887 Food Science 1.8k Astronomy and Astrophysics 1.6k History and Philosophy of Science 433 Management of Technology and Innovation 663 Ophthalmology 740 Animal Science and Zoology 961 Metals and Alloys 244 Physiology 2.2k Neurology 1.3k Space and Planetary Science 119 Geochemistry and Petrology 537 Earth-Surface Processes 625 Communication 635 Organizational Behavior and Human Resource Management 917 Urban Studies 521 Cultural Studies 696 Orthopedics and Sports Medicine 657 Microbiology 497 Public Health, Environmental and Occupational Health 2.1k Small Animals 590 Speech and Hearing 474 Oncology 1.9k Infectious Diseases 1.3k Sensory Systems 339 Structural Biology 106 Agronomy and Crop Science 741 Emergency Medicine 539 Pharmacology 532 Forestry 257 Endocrinology, Diabetes and Metabolism 954 Toxicology 206 Strategy and Management 947 Clinical Psychology 1.2k Family Practice 100 Catalysis 421 Rehabilitation 356 Energy Engineering and Power Technology 182 Horticulture 55 Virology 249 Radiation 477 Pharmacology 857 Surgery 2.1k Archeology 539 Hepatology 373 Philosophy 582 Pediatrics, Perinatology and Child Health 868 General Health Professions 1.1k Periodontics 208 Oral Surgery 313 Demography 570 Otorhinolaryngology 179 Business and International Management 91 Music 142 Biological Psychiatry 102 Pharmacy 191 Health 326 Genetics 422 Geriatrics and Gerontology 134 Clinical Biochemistry 275 Emergency Medical Services 263 Rheumatology 581 Cell Biology 679 Nuclear and High Energy Physics 552 Gastroenterology 204 Aging 72 Transplantation 99 Language and Linguistics 425 Obstetrics and Gynecology 270 Nutrition and Dietetics 586 Geometry and Topology 350 Discrete Mathematics and Combinatorics 128 Nephrology 254 Immunology 774 Fluid Flow and Transfer Processes 240 Pathology and Forensic Medicine 607 Mathematical Physics 332 Acoustics and Ultrasonics 33 Aquatic Science 258 Paleontology 253 Atomic and Molecular Physics, and Optics 1.1k Applied Mathematics 347 Occupational Therapy 125 Electrochemistry 197 Critical Care and Intensive Care Medicine 131 Bioengineering 173 Fuel Technology 23 Process Chemistry and Technology 84 Endocrinology 144 Polymers and Plastics 405 Education 842 Organic Chemistry 821 Issues, ethics and legal aspects 31 General Agricultural and Biological Sciences 235 Conservation 94 Biochemistry 161 Physical and Theoretical Chemistry 246 Linguistics and Language 123 Political Science and International Relations 629 General Engineering 31 Applied Microbiology and Biotechnology 46 General Dentistry 38 Behavioral Neuroscience 85 Architecture 37 Reproductive Medicine 186 General Psychology 30 Endocrine and Autonomic Systems 146 Hematology 239 Inorganic Chemistry 322 Anesthesiology and Pain Medicine 108 Parasitology 142 Molecular Medicine 106 Biotechnology 187 Gender Studies 196 Dermatology 171 Surfaces, Coatings and Films 148 Immunology and Allergy 113 Electronic, Optical and Magnetic Materials 380 Complementary and Manual Therapy 40 Biomaterials 261 Condensed Matter Physics 228 General Energy 18 Human Factors and Ergonomics 39 Pharmaceutical Science 94 Development 56 Internal Medicine 46 Ceramics and Composites 81 Literature and Literary Theory 151 Equine 21 Orthodontics 52 Neuropsychology and Physiological Psychology 18 Chemical Health and Safety 8 Anthropology 119 Law 116 Developmental Neuroscience 42 Physiology 42 Urology 48 Biochemistry 59 Visual Arts and Performing Arts 39 Archeology 8 Filtration and Separation 15 Anatomy 9 Theoretical Computer Science 5 Nuclear Energy and Engineering 2 Microbiology 3 Algebra and Number Theory 15 General Materials Science 10 Leadership and Management 3 Public Administration 8 Industrial relations 1 Museology 6 History 14
Artificial Intelligence 190.9k Computer Vision and Pattern Recognition 61.0k Signal Processing 28.3k Computational Theory and Mathematics 31.1k Information Systems 43.7k 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
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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 2.6k papers published in Machine Learning in the last decades have received a total of 411.1k indexed citations . Papers published in Machine Learning usually cover Artificial Intelligence (2.1k papers), Computational Mathematics (22 papers), Computational Theory and Mathematics (357 papers), Statistics and Probability (176 papers) and Computer Vision and Pattern Recognition (433 papers) specifically the topics of Machine Learning and Algorithms (576 papers), Machine Learning and Data Classification (412 papers), Data Mining Algorithms and Applications (221 papers), Bayesian Modeling and Causal Inference (207 papers), Imbalanced Data Classification Techniques (201 papers), Neural Networks and Applications (200 papers), Algorithms and Data Compression (187 papers) and Reinforcement Learning in Robotics (165 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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