About The 1.4k papers published in Intelligent Data Analysis in the last decades have received a total of 21.0k indexed citations.
Papers published in Intelligent Data Analysis usually cover
Artificial Intelligence (954 papers),
Information Systems (426 papers) and
Signal Processing (294 papers) specifically the topics of Data Mining Algorithms and Applications (297 papers), Rough Sets and Fuzzy Logic (170 papers) and Data Management and Algorithms (159 papers). The most active scholars publishing in Intelligent Data Analysis are
Manoranjan Dash ,
Hua Liu ,
Nathalie Japkowicz ,
Juha Vesanto ,
Philip K. Chan ,
Ralf Klinkenberg ,
Tzung‐Pei Hong ,
João Gama ,
Steven M. Bay and
Erion Çano .
Overview Impact Peers Geography Research Space Peers Intelligent Data Analysis
Comparison fields: 5 of 228 Artificial Intelligence 12.0k Information Systems 4.6k Computer Vision and Pattern Recognition 3.7k Signal Processing 3.1k Computational Theory and Mathematics 2.4k Computer Networks and Communications 1.8k Management Science and Operations Research 1.3k Molecular Biology 1.2k Electrical and Electronic Engineering 1.2k Control and Systems Engineering 1.0k Biomedical Engineering 731 Statistical and Nonlinear Physics 688 Sociology and Political Science 498 Industrial and Manufacturing Engineering 496 Media Technology 480 Cognitive Neuroscience 479 Environmental Engineering 468 Economics and Econometrics 460 Health Information Management 442 Mechanical Engineering 421 Accounting 417 Statistics and Probability 403 Analytical Chemistry 377 Building and Construction 354 Marketing 330 Radiology, Nuclear Medicine and Imaging 329 Transportation 322 Civil and Structural Engineering 315 Software 275 Global and Planetary Change 272 Computer Science Applications 252 Ocean Engineering 244 Statistics, Probability and Uncertainty 243 Experimental and Cognitive Psychology 231 Management Information Systems 229 Epidemiology 216 Human-Computer Interaction 214 Computational Mechanics 213 Ecology 205 Water Science and Technology 203 Safety, Risk, Reliability and Quality 196 Cardiology and Cardiovascular Medicine 191 Mechanics of Materials 172 Automotive Engineering 165 Plant Science 164 Aerospace Engineering 163 Atmospheric Science 157 Social Psychology 154 Finance 138 Food Science 134 Biophysics 114 Organizational Behavior and Human Resource Management 112 Management, Monitoring, Policy and Law 108 Information Systems and Management 105 Strategy and Management 97 Genetics 95 Pulmonary and Respiratory Medicine 91 Surgery 87 Hardware and Architecture 87 Public Health, Environmental and Occupational Health 84 Communication 81 Urban Studies 81 Neurology 80 Spectroscopy 79 Materials Chemistry 79 Oceanography 78 General Health Professions 75 Industrial and Manufacturing Engineering 74 Developmental and Educational Psychology 74 Ecological Modeling 70 Cancer Research 70 Clinical Psychology 68 Geography, Planning and Development 68 Nature and Landscape Conservation 64 Physiology 63 Renewable Energy, Sustainability and the Environment 62 Education 59 Cellular and Molecular Neuroscience 59 Health, Toxicology and Mutagenesis 56 Oncology 55 Geophysics 55 Management of Technology and Innovation 52 Radiological and Ultrasound Technology 45 Psychiatry and Mental health 44 Endocrinology, Diabetes and Metabolism 44 Pollution 43 General Social Sciences 42 Safety Research 41 Health Informatics 40 Computer Graphics and Computer-Aided Design 38 Business and International Management 37 Neurology 37 Ecology, Evolution, Behavior and Systematics 34 Pediatrics, Perinatology and Child Health 34 Atomic and Molecular Physics, and Optics 34 Political Science and International Relations 33 Complementary and alternative medicine 33 Modeling and Simulation 30 Insect Science 29 Environmental Chemistry 28 Applied Psychology 28 Computational Mathematics 28 General Economics, Econometrics and Finance 28 Infectious Diseases 25 Geometry and Topology 25 Geology 25 Physical Therapy, Sports Therapy and Rehabilitation 25 Soil Science 24 Philosophy 23 Astronomy and Astrophysics 23 Health 22 Nuclear and High Energy Physics 22 Archeology 21 Animal Science and Zoology 21 Nutrition and Dietetics 21 Geochemistry and Petrology 20 Cell Biology 20 Medical Laboratory Technology 20 Agronomy and Crop Science 20 Emergency Medicine 19 Pathology and Forensic Medicine 19 Tourism, Leisure and Hospitality Management 18 Sensory Systems 17 Rehabilitation 17 Pharmacology 17 Speech and Hearing 17 Polymers and Plastics 17 Small Animals 16 Hepatology 16 Immunology 15 Cultural Studies 15 Ophthalmology 15 Applied Mathematics 15 Genetics 15 Organic Chemistry 14 Toxicology 14 Oral Surgery 14 Developmental Biology 14 Anesthesiology and Pain Medicine 13 Literature and Literary Theory 13 Orthopedics and Sports Medicine 12 Demography 12 Numerical Analysis 12 Music 11 Emergency Medical Services 11 General Agricultural and Biological Sciences 11 Microbiology 10 Paleontology 10 Physical and Theoretical Chemistry 10 Discrete Mathematics and Combinatorics 10 Periodontics 10 Rheumatology 10 Pharmacology 9 Instrumentation 9 Energy Engineering and Power Technology 9 Occupational Therapy 8 Reproductive Medicine 8 Nephrology 8 Electronic, Optical and Magnetic Materials 8 Pharmacy 8 Radiation 7 Law 7 Forestry 7 Bioengineering 7 Gender Studies 7 Earth-Surface Processes 7 Conservation 7 Otorhinolaryngology 7 Orthodontics 6 Dermatology 6 Hematology 6 Biomaterials 6 Electrochemistry 6 Internal Medicine 6 Language and Linguistics 6 Biotechnology 5 Fluid Flow and Transfer Processes 5 Pharmaceutical Science 5 Surfaces, Coatings and Films 5 Gastroenterology 5 Linguistics and Language 5 Geriatrics and Gerontology 5 Condensed Matter Physics 5 Obstetrics and Gynecology 5 Ceramics and Composites 5 Virology 5 Mathematical Physics 5 Immunology and Allergy 4 Transplantation 4 Acoustics and Ultrasonics 4 Metals and Alloys 4 Aquatic Science 4 Development 4 Clinical Biochemistry 4 Anthropology 4 Critical Care and Intensive Care Medicine 4 General Decision Sciences 4 Aging 3 Family Practice 3 Fuel Technology 3 Process Chemistry and Technology 3 Catalysis 3 Biochemistry 3 Biological Psychiatry 3 Biochemistry 3 Inorganic Chemistry 3 Endocrine and Autonomic Systems 3 Equine 2 Complementary and Manual Therapy 2 Horticulture 2 Developmental Neuroscience 2 Parasitology 2 Visual Arts and Performing Arts 2 History and Philosophy of Science 2 Endocrinology 2 General Engineering 1 Applied Microbiology and Biotechnology 1 Human Factors and Ergonomics 1 Urology 1 History 1 General Dentistry 1 Classics 1 Architecture 1 Issues, ethics and legal aspects 1 Archeology 1 Physiology 1 Behavioral Neuroscience 1 Religious studies 1
Artificial Intelligence 12.0k Information Systems 4.6k Computer Vision and Pattern Recognition 3.7k Signal Processing 3.1k Computational Theory and Mathematics 2.4k ACM Transactions on Knowledge Discovery from Data China
Computational Intelligence United States
Applied Artificial Intelligence China
Journal of Intelligent Information Systems United States
AI Magazine United States
Journal of Computational Science China
Cognitive Computation China
Frontiers of Computer Science China
Annals of Mathematics and Artificial Intelligence United States
Journal of Experimental & Theoretical Artificial Intelligence United States
Citations per field, relative to Intelligent Data Analysis
Intelligent Data Analysis · 1×
Citations per year, relative to Intelligent Data Analysis
Intelligent Data Analysis · 1×
This map shows the geographic impact of research published in Intelligent Data Analysis. 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 Intelligent Data Analysis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Intelligent Data Analysis more than expected).
This network shows the impact of papers published in Intelligent Data Analysis. 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 Intelligent Data Analysis.
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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