Impact in Evolutionary Algorithms and Applications Metaheuristic Optimization Algorithms Research Neural Networks and Applications Advanced Multi-Objective Optimization Algorithms Cellular Automata and Applications Papers in ⓘ Evolutionary Algorithms and Applications 28 Metaheuristic Optimization Algorithms Research 12 Cellular Automata and Applications 14 Computability, Logic, AI Algorithms 9 show more fields Overview Impact Hit Papers Peers Geography Research Space Co-Authors Works Hit Papers The debate over understanding in AI’s large language models 2023 · 136 citations
136 0 +10 +20 Years since publication 2.5k 5.0k 7.5k Peers Melanie Mitchell
Comparison fields: 5 of 225 Artificial Intelligence 3.7k Computational Theory and Mathematics 1.6k Industrial and Manufacturing Engineering 643 Management Science and Operations Research 606 Computer Networks and Communications 1.1k Computer Vision and Pattern Recognition 937 Software 174 History and Philosophy of Science 196 Health Informatics 49 Control and Systems Engineering 836 Statistical and Nonlinear Physics 371 Signal Processing 307 Cognitive Neuroscience 514 Information Systems 593 Architecture 38 Hardware and Architecture 152 Building and Construction 301 Mechanical Engineering 820 Cultural Studies 178 Electrical and Electronic Engineering 1.2k Civil and Structural Engineering 442 Genetics 550 Computer Science Applications 103 Ocean Engineering 286 Experimental and Cognitive Psychology 237 Aerospace Engineering 447 Sociology and Political Science 762 Safety Research 145 Environmental Engineering 237 Statistics, Probability and Uncertainty 111 Transportation 104 Media Technology 135 Automotive Engineering 177 Computer Graphics and Computer-Aided Design 48 Molecular Biology 939 Modeling and Simulation 61 Astronomy and Astrophysics 212 Management Information Systems 113 Biomedical Engineering 549 Developmental and Educational Psychology 156 Safety, Risk, Reliability and Quality 112 General Decision Sciences 21 Management of Technology and Innovation 76 Social Psychology 217 Economics and Econometrics 292 Analytical Chemistry 102 Computational Mechanics 205 Global and Planetary Change 203 Philosophy 100 Energy Engineering and Power Technology 27 Water Science and Technology 120 Mechanics of Materials 211 Condensed Matter Physics 100 Numerical Analysis 44 Finance 82 Statistics and Probability 64 Biophysics 44 Strategy and Management 109 Marketing 62 Computational Mathematics 4 Human-Computer Interaction 36 Health Information Management 29 Mathematical Physics 55 Fluid Flow and Transfer Processes 37 Ecology, Evolution, Behavior and Systematics 117 Information Systems and Management 40 Atomic and Molecular Physics, and Optics 178 General Psychology 7 Ecological Modeling 24 Renewable Energy, Sustainability and the Environment 89 Atmospheric Science 91 Developmental Biology 11 Nature and Landscape Conservation 61 Geology 27 Radiology, Nuclear Medicine and Imaging 113 Organizational Behavior and Human Resource Management 50 Nuclear and High Energy Physics 61 General Social Sciences 15 Sensory Systems 22 Geophysics 59 Industrial and Manufacturing Engineering 37 Plant Science 156 Ecology 107 Accounting 46 Public Health, Environmental and Occupational Health 118 Medical Laboratory Technology 6 Management, Monitoring, Policy and Law 46 Instrumentation 13 Cellular and Molecular Neuroscience 69 Materials Chemistry 167 Spectroscopy 59 Soil Science 34 Radiation 31 Applied Psychology 18 General Engineering 4 Acoustics and Ultrasonics 3 Research and Theory 3 Geography, Planning and Development 18 Physical Therapy, Sports Therapy and Rehabilitation 14 General Economics, Econometrics and Finance 26 Neurology 25 Electronic, Optical and Magnetic Materials 54 Surfaces, Coatings and Films 20 Clinical Psychology 57 Oceanography 32 Anthropology 24 Visual Arts and Performing Arts 12 Speech and Hearing 17 Environmental Chemistry 23 Catalysis 16 Polymers and Plastics 32 Aging 4 Paleontology 16 Communication 15 Food Science 39 Language and Linguistics 21 Business and International Management 4 Linguistics and Language 9 Pollution 23 Education 58 Tourism, Leisure and Hospitality Management 3 Radiological and Ultrasound Technology 10 Archeology 2 Discrete Mathematics and Combinatorics 6 General Health Professions 48 Political Science and International Relations 43 Emergency Medical Services 13 Demography 21 Human Factors and Ergonomics 4 Insect Science 21 Immunology 36 Animal Science and Zoology 17 Epidemiology 58 Health 14 Space and Planetary Science 2 Metals and Alloys 4 Infectious Diseases 29 Literature and Literary Theory 16 Developmental Neuroscience 6 Filtration and Separation 3 Structural Biology 2 Ceramics and Composites 8 Cardiology and Cardiovascular Medicine 31 Earth-Surface Processes 9 General Agricultural and Biological Sciences 11 Cancer Research 20 Pediatrics, Perinatology and Child Health 26 Psychiatry and Mental health 20 Health, Toxicology and Mutagenesis 18 Electrochemistry 8 Cell Biology 21 Virology 6 Anesthesiology and Pain Medicine 7 Religious studies 6 Geochemistry and Petrology 7 Public Administration 4 Life-span and Life-course Studies 1 Geometry and Topology 10 Museology 4 Pharmacology 10 Genetics 12 Pulmonary and Respiratory Medicine 36 Process Chemistry and Technology 3 Physiology 27 Orthopedics and Sports Medicine 9 Biotechnology 9 Emergency Medicine 10 Geriatrics and Gerontology 4 Forestry 4 Agronomy and Crop Science 10 Music 3 Critical Care and Intensive Care Medicine 5 Occupational Therapy 4 Oncology 25 Theoretical Computer Science 1 Archeology 9 Bioengineering 5 Ophthalmology 8 Rehabilitation 6 Gender Studies 8 Development 3 Aquatic Science 6 Small Animals 6 Issues, ethics and legal aspects 1 Surgery 35 Pathology and Forensic Medicine 13 Nutrition and Dietetics 11 Organic Chemistry 20 Biomaterials 9 Applied Mathematics 7 Physical and Theoretical Chemistry 6 Endocrinology, Diabetes and Metabolism 11 Neurology 10 General Materials Science 2 Inorganic Chemistry 9 Urology 4 Complementary and alternative medicine 5 Pharmacy 3 Conservation 2 Pharmacology 10 Endocrinology 3 Behavioral Neuroscience 2 Urban Studies 3 Hepatology 4 History 5 Microbiology 3 Family Practice 1 Endocrine and Autonomic Systems 3 Algebra and Number Theory 2 Physiology 2 Periodontics 2 Gastroenterology 2 Dermatology 3 Biochemistry 2 Immunology and Allergy 2 Reproductive Medicine 2 Otorhinolaryngology 1 Law 2 Molecular Medicine 1 Hematology 2 Pharmaceutical Science 1 Clinical Biochemistry 1 Oral Surgery 1 Rheumatology 2 Obstetrics and Gynecology 1
Artificial Intelligence 3.7k Computational Theory and Mathematics 1.6k Industrial and Manufacturing Engineering 643 Management Science and Operations Research 606 Computer Networks and Communications 1.1k Pat Langley United States
David H. Wolpert United States
Stuart E. Dreyfus United States
Thomas G. Dietterich United States
William G. Macready United States
Mark Stefik United States
Stuart Russell United States
Laurent Sifre United Kingdom
This map shows the geographic impact of Melanie Mitchell's research. 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 Melanie Mitchell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melanie Mitchell more than expected).
This network shows the impact of papers produced by Melanie Mitchell. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Melanie Mitchell. The network helps show where Melanie Mitchell may publish in the future.
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Load more (20 of 86) Load more (20 of 86) About Melanie Mitchell Melanie Mitchell is a scholar working on Artificial Intelligence , Computational Theory and Mathematics , Sociology and Political Science , Molecular Biology and Computer Vision and Pattern Recognition , having authored 86 papers that have together received 11.3k indexed citations. Recurring topics across this work include Evolutionary Algorithms and Applications (28 papers), Cellular Automata and Applications (14 papers), Metaheuristic Optimization Algorithms Research (12 papers), Computability, Logic, AI Algorithms (9 papers), Evolutionary Game Theory and Cooperation (8 papers), Evolution and Genetic Dynamics (6 papers), DNA and Biological Computing (5 papers) and Artificial Immune Systems Applications (5 papers). The work is most often cited by research in Artificial Intelligence (3.7k citations), Computational Theory and Mathematics (1.6k citations), Industrial and Manufacturing Engineering (643 citations), Management Science and Operations Research (606 citations) and Computer Networks and Communications (1.1k citations). Melanie Mitchell has collaborated with scholars based in United States , United Kingdom and Australia . Frequent co-authors include James P. Crutchfield , Stephanie Forrest , Peter Hraber , Douglas R. Hofstadter , Richard K. Belew , David C. Krakauer , Payel Ghosh , Erik van Nimwegen , Charles Taylor and F. D. Seward . Their work appears in journals such as Complexity , Machine Learning , Artificial Intelligence , Science and Mental Retardation and Developmental Disabilities Research Reviews .
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