Machine Learning 478.8k citations
2.9k papers · indexed · active since 2016
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 614 Machine Learning and Data Classification 435 Neural Networks and Applications 234 Imbalanced Data Classification Techniques 216 Bayesian Modeling and Causal Inference 216 Algorithms and Data Compression 190 show more fields Overview Impact Peers Geography Research Space Peers Machine Learning
Comparison fields: 5 of 245 Artificial Intelligence 233.4k Computer Vision and Pattern Recognition 71.6k Signal Processing 34.5k Information Systems 54.6k Computational Theory and Mathematics 38.7k Management Science and Operations Research 26.4k Health Information Management 6.8k Environmental Engineering 20.6k Statistics and Probability 11.3k Media Technology 11.7k Computer Networks and Communications 30.7k Computational Mathematics 786 Software 5.2k Control and Systems Engineering 25.0k Ecological Modeling 3.9k Analytical Chemistry 8.7k Global and Planetary Change 17.7k Cognitive Neuroscience 15.3k Computer Science Applications 4.6k Industrial and Manufacturing Engineering 7.6k Health Informatics 1.0k Transportation 4.7k Ecology 17.3k Biophysics 3.6k Building and Construction 8.1k Statistics, Probability and Uncertainty 4.2k Statistical and Nonlinear Physics 7.1k Human-Computer Interaction 3.4k Molecular Biology 37.1k Safety, Risk, Reliability and Quality 5.0k Atmospheric Science 9.8k Ocean Engineering 8.1k Water Science and Technology 7.0k Civil and Structural Engineering 10.7k Radiology, Nuclear Medicine and Imaging 9.6k Automotive Engineering 5.6k Experimental and Cognitive Psychology 5.8k Electrical and Electronic Engineering 25.0k Accounting 4.4k Management, Monitoring, Policy and Law 4.9k Nature and Landscape Conservation 4.9k Marketing 3.3k Computational Mechanics 7.5k Biomedical Engineering 15.5k Management Information Systems 3.3k Mechanical Engineering 13.0k Soil Science 3.1k Finance 3.0k Economics and Econometrics 8.4k Hardware and Architecture 2.2k Aerospace Engineering 7.8k General Decision Sciences 517 Neurology 2.2k Developmental Biology 587 Developmental and Educational Psychology 3.1k Oceanography 2.8k Information Systems and Management 1.6k Health, Toxicology and Mutagenesis 3.0k Waste Management and Disposal 1.9k Mechanics of Materials 5.4k Cardiology and Cardiovascular Medicine 4.3k Geology 1.1k Plant Science 7.4k Radiological and Ultrasound Technology 932 Genetics 5.3k Social Psychology 3.9k Cancer Research 2.4k General Social Sciences 583 Medical Laboratory Technology 246 Modeling and Simulation 776 Safety Research 1.3k Psychiatry and Mental health 2.1k Epidemiology 4.7k Instrumentation 543 Computer Graphics and Computer-Aided Design 556 Spectroscopy 2.4k Sociology and Political Science 6.5k Numerical Analysis 792 Applied Psychology 656 Pollution 1.6k Environmental Chemistry 1.4k Renewable Energy, Sustainability and the Environment 2.2k Geophysics 1.8k Materials Chemistry 6.0k Complementary and alternative medicine 969 Geography, Planning and Development 711 Ecology, Evolution, Behavior and Systematics 2.3k Pulmonary and Respiratory Medicine 3.4k Tourism, Leisure and Hospitality Management 182 Cellular and Molecular Neuroscience 2.0k Insect Science 1.4k General Economics, Econometrics and Finance 896 Physical Therapy, Sports Therapy and Rehabilitation 467 Astronomy and Astrophysics 1.8k Food Science 2.0k Cultural Studies 931 Ophthalmology 849 History and Philosophy of Science 526 Management of Technology and Innovation 783 Animal Science and Zoology 1.0k Neurology 1.4k Physiology 2.4k Communication 731 Organizational Behavior and Human Resource Management 1.0k Orthopedics and Sports Medicine 753 Metals and Alloys 252 Space and Planetary Science 132 Geochemistry and Petrology 552 Earth-Surface Processes 652 Urban Studies 549 Oncology 2.2k Microbiology 524 Public Health, Environmental and Occupational Health 2.3k Small Animals 623 Speech and Hearing 498 Infectious Diseases 1.4k Sensory Systems 362 Structural Biology 114 Agronomy and Crop Science 775 Family Practice 121 Emergency Medicine 584 Endocrinology, Diabetes and Metabolism 1.1k Forestry 275 Clinical Psychology 1.3k Pharmacology 563 Strategy and Management 1.0k Toxicology 212 Catalysis 446 Horticulture 63 Rehabilitation 373 Radiation 531 Virology 268 Pharmacology 935 Surgery 2.4k Hepatology 414 Oral Surgery 363 Pediatrics, Perinatology and Child Health 976 Energy Engineering and Power Technology 175 Periodontics 222 Archeology 569 Philosophy 633 General Health Professions 1.2k Nuclear and High Energy Physics 708 Demography 615 Music 167 Otorhinolaryngology 195 Language and Linguistics 567 Pharmacy 218 Biological Psychiatry 114 Genetics 486 Transplantation 118 Discrete Mathematics and Combinatorics 159 Health 354 Business and International Management 97 Geriatrics and Gerontology 147 Clinical Biochemistry 298 Geometry and Topology 414 Gastroenterology 229 Rheumatology 629 Cell Biology 727 Emergency Medical Services 280 Obstetrics and Gynecology 299 Aging 77 Immunology 873 Fluid Flow and Transfer Processes 259 Pathology and Forensic Medicine 687 Nutrition and Dietetics 613 Nephrology 272 Mathematical Physics 361 Acoustics and Ultrasonics 34 Aquatic Science 266 Applied Mathematics 395 Paleontology 268 Education 1.1k Atomic and Molecular Physics, and Optics 1.1k Fuel Technology 27 Occupational Therapy 133 Electrochemistry 201 Linguistics and Language 158 Process Chemistry and Technology 91 Conservation 109 Bioengineering 177 Organic Chemistry 872 Polymers and Plastics 438 Issues, ethics and legal aspects 34 Applied Microbiology and Biotechnology 56 Critical Care and Intensive Care Medicine 138 General Agricultural and Biological Sciences 254 Endocrinology 151 General Dentistry 44 Architecture 47 Physical and Theoretical Chemistry 259 Political Science and International Relations 714 Biochemistry 158 General Engineering 30 Behavioral Neuroscience 88 Reproductive Medicine 202 Hematology 273 Gender Studies 234 Inorganic Chemistry 339 Endocrine and Autonomic Systems 154 General Psychology 32 Parasitology 146 Biotechnology 194 Immunology and Allergy 128 Molecular Medicine 111 Anesthesiology and Pain Medicine 114 Dermatology 188 Biomaterials 288 Surfaces, Coatings and Films 154 Electronic, Optical and Magnetic Materials 395 Condensed Matter Physics 249 Complementary and Manual Therapy 41 Development 69 Internal Medicine 59 Human Factors and Ergonomics 44 General Energy 18 Pharmaceutical Science 101 Literature and Literary Theory 175 Ceramics and Composites 83 Orthodontics 55 Law 140 Equine 21 Developmental Neuroscience 50 Neuropsychology and Physiological Psychology 18 Anthropology 125 Chemical Health and Safety 7 Physiology 42 Urology 51 Biochemistry 64 Visual Arts and Performing Arts 45 Archeology 9 Filtration and Separation 15 Anatomy 9 Nuclear Energy and Engineering 2 Microbiology 3 Algebra and Number Theory 19 Theoretical Computer Science 5 Public Administration 13 Leadership and Management 3 General Materials Science 8 Industrial relations 1 Museology 6 History 16 Classics 2
Artificial Intelligence 233.4k Computer Vision and Pattern Recognition 71.6k Signal Processing 34.5k Information Systems 54.6k Computational Theory and Mathematics 38.7k Journal of Machine Learning Research United States
IEEE Transactions on Knowledge and Data Engineering China
ACM Computing Surveys United States
Neural Computation 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
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 2.9k papers published in Machine Learning in the last decades have received a total of 478.8k indexed citations . Papers published in Machine Learning usually cover Artificial Intelligence (2.3k papers), Computational Mathematics (23 papers), Statistics and Probability (201 papers), Signal Processing (255 papers) and Computational Theory and Mathematics (379 papers) specifically the topics of Machine Learning and Algorithms (614 papers), Machine Learning and Data Classification (435 papers), Neural Networks and Applications (234 papers), Data Mining Algorithms and Applications (219 papers), Imbalanced Data Classification Techniques (216 papers), Bayesian Modeling and Causal Inference (216 papers), Algorithms and Data Compression (190 papers) and Face and Expression Recognition (187 papers). The most active scholars publishing in Machine Learning are Leo Breiman , Vladimir N. Vapnik , Corinna Cortes , J. R. Quinlan , Robert E. Schapire , Peter Dayan , Richard S. Sutton , Christopher J. C. H. Watkins , Ronald J. Williams and Rich Caruana .
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