Intelligent Data Analysis 24.6k citations
1.5k papers · indexed · active since 1950
Impact in Imbalanced Data Classification Techniques Machine Learning and Data Classification Anomaly Detection Techniques and Applications Data Stream Mining Techniques Neural Networks and Applications Papers in i Imbalanced Data Classification Techniques 155 Machine Learning and Data Classification 145 Anomaly Detection Techniques and Applications 114 Advanced Clustering Algorithms Research 99 Data Management and Algorithms 161 show more fields Overview Impact Peers Geography Research Space Peers Intelligent Data Analysis
Comparison fields: 5 of 227 Artificial Intelligence 14.2k Signal Processing 3.7k Information Systems 5.6k Computer Vision and Pattern Recognition 4.2k Computational Theory and Mathematics 3.0k Management Science and Operations Research 1.6k Health Information Management 477 Computer Networks and Communications 2.2k Software 303 Statistical and Nonlinear Physics 769 Media Technology 533 Computational Mathematics 33 Statistics and Probability 446 Industrial and Manufacturing Engineering 573 Transportation 361 Control and Systems Engineering 1.1k Computer Science Applications 273 Analytical Chemistry 405 Accounting 480 Human-Computer Interaction 243 Marketing 384 Statistics, Probability and Uncertainty 252 Environmental Engineering 492 Management Information Systems 299 Health Informatics 38 Building and Construction 389 Cognitive Neuroscience 523 Electrical and Electronic Engineering 1.3k Safety, Risk, Reliability and Quality 209 Biophysics 120 Molecular Biology 1.4k Experimental and Cognitive Psychology 253 Economics and Econometrics 499 Biomedical Engineering 784 Information Systems and Management 127 Ocean Engineering 265 Business and International Management 35 Ecological Modeling 71 Radiology, Nuclear Medicine and Imaging 332 Civil and Structural Engineering 340 Tourism, Leisure and Hospitality Management 24 Automotive Engineering 184 Water Science and Technology 208 Finance 151 General Social Sciences 48 Medical Laboratory Technology 20 Hardware and Architecture 101 Urban Studies 86 Global and Planetary Change 295 Geography, Planning and Development 79 Computer Graphics and Computer-Aided Design 45 Mechanical Engineering 454 Sociology and Political Science 540 Organizational Behavior and Human Resource Management 122 Communication 86 Neurology 88 Computational Mechanics 238 Radiological and Ultrasound Technology 51 Cardiology and Cardiovascular Medicine 193 Atmospheric Science 175 Management, Monitoring, Policy and Law 114 Industrial and Manufacturing Engineering 77 Food Science 155 Ecology 209 Social Psychology 163 Management of Technology and Innovation 60 Mechanics of Materials 187 Aerospace Engineering 182 Epidemiology 212 Developmental Biology 15 Strategy and Management 106 Oceanography 81 Developmental and Educational Psychology 84 Modeling and Simulation 29 Physical Therapy, Sports Therapy and Rehabilitation 25 Safety Research 50 Applied Psychology 26 Spectroscopy 89 Nature and Landscape Conservation 61 Geology 28 Music 16 Plant Science 173 Cancer Research 60 Acoustics and Ultrasonics 4 Geophysics 58 Health, Toxicology and Mutagenesis 56 Renewable Energy, Sustainability and the Environment 66 Complementary and alternative medicine 30 Pollution 44 Fuel Technology 3 Geochemistry and Petrology 22 Sensory Systems 16 Cellular and Molecular Neuroscience 59 Clinical Psychology 64 Genetics 86 General Economics, Econometrics and Finance 28 Neurology 42 Toxicology 10 General Health Professions 70 Discrete Mathematics and Combinatorics 10 Public Health, Environmental and Occupational Health 78 Pulmonary and Respiratory Medicine 87 Physiology 69 Psychiatry and Mental health 39 Anesthesiology and Pain Medicine 14 Geometry and Topology 26 Endocrinology, Diabetes and Metabolism 43 Energy Engineering and Power Technology 9 Rehabilitation 17 Health 21 Instrumentation 10 Ophthalmology 22 Insect Science 34 Environmental Chemistry 28 Speech and Hearing 16 General Decision Sciences 5 Soil Science 24 Oncology 59 Numerical Analysis 13 Animal Science and Zoology 23 Archeology 24 Periodontics 9 Cultural Studies 19 Pharmacy 9 Philosophy 25 Occupational Therapy 8 Oral Surgery 13 Education 62 Horticulture 2 Surgery 79 Conservation 7 Emergency Medical Services 12 Nuclear and High Energy Physics 25 Agronomy and Crop Science 19 Small Animals 13 Materials Chemistry 85 Pediatrics, Perinatology and Child Health 30 Forestry 7 Microbiology 10 Transplantation 4 Applied Mathematics 17 Ecology, Evolution, Behavior and Systematics 31 Hepatology 11 Orthopedics and Sports Medicine 12 Orthodontics 6 Metals and Alloys 4 Infectious Diseases 26 General Agricultural and Biological Sciences 13 Astronomy and Astrophysics 25 Political Science and International Relations 39 Paleontology 11 Nutrition and Dietetics 21 General Dentistry 2 Genetics 13 Biological Psychiatry 3 Geriatrics and Gerontology 4 Emergency Medicine 10 Literature and Literary Theory 15 Architecture 2 Bioengineering 7 Physical and Theoretical Chemistry 11 Polymers and Plastics 17 Linguistics and Language 6 Cell Biology 19 Pharmacology 18 Aging 2 Atomic and Molecular Physics, and Optics 36 Nephrology 7 Demography 13 Process Chemistry and Technology 3 Otorhinolaryngology 4 Development 4 Gastroenterology 5 Earth-Surface Processes 7 Electrochemistry 6 Pharmacology 8 Issues, ethics and legal aspects 1 Reproductive Medicine 7 Archeology 1 Ceramics and Composites 5 Dermatology 7 Law 9 General Engineering 1 Pharmaceutical Science 5 Pathology and Forensic Medicine 13 Fluid Flow and Transfer Processes 5 Rheumatology 10 Gender Studies 7 Immunology 14 Surfaces, Coatings and Films 5 Radiation 6 Language and Linguistics 8 Aquatic Science 5 Virology 3 Hematology 7 Mathematical Physics 6 Equine 1 Family Practice 1 Biotechnology 5 Immunology and Allergy 3 Biomaterials 7 Organic Chemistry 15 Biochemistry 3 Complementary and Manual Therapy 1 Endocrine and Autonomic Systems 3 Critical Care and Intensive Care Medicine 2 Obstetrics and Gynecology 3 Electronic, Optical and Magnetic Materials 8 Catalysis 3 Condensed Matter Physics 5 Biochemistry 3 Human Factors and Ergonomics 1 Endocrinology 2 History and Philosophy of Science 2 Visual Arts and Performing Arts 2 Anthropology 4 Internal Medicine 1 Parasitology 2 Behavioral Neuroscience 1 Developmental Neuroscience 1 Classics 1 Physiology 1 Inorganic Chemistry 3 Urology 1 Religious studies 1 Clinical Biochemistry 1 History 1
Artificial Intelligence 14.2k Signal Processing 3.7k Information Systems 5.6k Computer Vision and Pattern Recognition 4.2k Computational Theory and Mathematics 3.0k Applied Artificial Intelligence China
Computational Intelligence United States
Journal of Intelligent Information Systems United States
Journal of Computational Science China
Complex & Intelligent Systems China
AI Magazine United States
ACM Transactions on Knowledge Discovery from Data China
Statistics and Computing United Kingdom
Cognitive Computation China
Computing in Science & Engineering United States
Citations per field
0 0.5× 1.5× 2× 2.3×
Applied Artificial Intelligence · 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.
About Intelligent Data Analysis The 1.5k papers published in Intelligent Data Analysis in the last decades have received a total of 24.6k indexed citations . Papers published in Intelligent Data Analysis usually cover Artificial Intelligence (968 papers), Signal Processing (300 papers), Information Systems (434 papers), Computer Vision and Pattern Recognition (293 papers) and Computational Theory and Mathematics (209 papers) specifically the topics of Data Mining Algorithms and Applications (300 papers), Rough Sets and Fuzzy Logic (174 papers), Data Management and Algorithms (161 papers), Imbalanced Data Classification Techniques (155 papers), Machine Learning and Data Classification (145 papers), Face and Expression Recognition (139 papers), Anomaly Detection Techniques and Applications (114 papers) and Advanced Clustering Algorithms Research (99 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 Pedro Domingos .
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.
Explore journals with similar magnitude of impact Breakdown of academic impact, for papers in Applied Artificial Intelligence Breakdown of academic impact, for papers in Computational Intelligence Breakdown of academic impact, for papers in Journal of Intelligent Information Systems Breakdown of academic impact, for papers in Journal of Computational Science Breakdown of academic impact, for papers in Complex & Intelligent Systems Breakdown of academic impact, for papers in AI Magazine Breakdown of academic impact, for papers in ACM Transactions on Knowledge Discovery from Data Breakdown of academic impact, for papers in Statistics and Computing Breakdown of academic impact, for papers in Cognitive Computation Breakdown of academic impact, for papers in Computing in Science & Engineering