Impact in Artificial Intelligence in Healthcare Machine Learning and Data Classification Imbalanced Data Classification Techniques Neural Networks and Applications Papers in i Machine Learning and Data Classification 29 Neural Networks and Applications 16 Imbalanced Data Classification Techniques 10 Explainable Artificial Intelligence (XAI) 9 Data Mining Algorithms and Applications 26 show more fields Overview Impact Hit Papers Peers Geography Research Space Co-Authors Works Igor Kononenko's Hit Papers Explaining prediction models and individual predictions with feature contributions 2013 · 1.5k citations
1.5k 0 +10 +21 Years since publication 500 1000 1.5k 2.0k Peers Igor Kononenko
Comparison fields: 5 of 220 Health Information Management 806 Artificial Intelligence 6.1k Health Informatics 179 Computer Vision and Pattern Recognition 2.1k Signal Processing 809 Information Systems 1.7k Computational Theory and Mathematics 1.1k Management Science and Operations Research 529 Software 141 Statistics and Probability 248 Analytical Chemistry 282 Radiology, Nuclear Medicine and Imaging 574 Media Technology 227 Medical Laboratory Technology 35 Cognitive Neuroscience 441 Control and Systems Engineering 531 Molecular Biology 1.4k Environmental Engineering 297 Biophysics 101 Statistics, Probability and Uncertainty 124 Computer Science Applications 99 Safety, Risk, Reliability and Quality 150 Computer Networks and Communications 393 Building and Construction 218 Transportation 105 Experimental and Cognitive Psychology 197 Cardiology and Cardiovascular Medicine 290 Management Information Systems 137 Human-Computer Interaction 83 Industrial and Manufacturing Engineering 147 Biomedical Engineering 560 Civil and Structural Engineering 277 Neurology 94 Complementary and alternative medicine 82 Global and Planetary Change 214 Information Systems and Management 69 Economics and Econometrics 250 Accounting 104 Automotive Engineering 109 Water Science and Technology 124 Rehabilitation 51 Electrical and Electronic Engineering 486 Ocean Engineering 130 Computational Mathematics 5 Ecological Modeling 34 Atmospheric Science 135 Ecology 192 Mechanical Engineering 282 Management, Monitoring, Policy and Law 90 Management of Technology and Innovation 54 General Decision Sciences 13 Marketing 65 Orthopedics and Sports Medicine 52 Safety Research 57 Psychiatry and Mental health 86 Genetics 171 Ophthalmology 47 Developmental Biology 13 Finance 60 Radiological and Ultrasound Technology 27 Cancer Research 74 Neurology 71 Plant Science 195 Statistical and Nonlinear Physics 66 Epidemiology 154 Pulmonary and Respiratory Medicine 144 Physical Therapy, Sports Therapy and Rehabilitation 21 Mechanics of Materials 124 Modeling and Simulation 22 Health, Toxicology and Mutagenesis 64 Occupational Therapy 18 Spectroscopy 74 Physiology 102 Urban Studies 27 Social Psychology 87 Endocrinology, Diabetes and Metabolism 63 Industrial and Manufacturing Engineering 36 Computational Mechanics 86 Geology 23 Oceanography 47 Tourism, Leisure and Hospitality Management 6 Oncology 91 Aerospace Engineering 94 Family Practice 6 General Economics, Econometrics and Finance 32 Renewable Energy, Sustainability and the Environment 59 Hardware and Architecture 26 Public Health, Environmental and Occupational Health 92 Applied Psychology 16 Periodontics 14 Materials Chemistry 156 Surgery 130 Nature and Landscape Conservation 40 Food Science 58 Soil Science 30 Pharmacy 13 Speech and Hearing 17 Nephrology 18 Cellular and Molecular Neuroscience 49 Pollution 32 Oral Surgery 16 Gastroenterology 12 General Social Sciences 8 Rheumatology 32 Infectious Diseases 40 Otorhinolaryngology 9 Development 9 Developmental and Educational Psychology 30 Microbiology 13 Organizational Behavior and Human Resource Management 23 Geophysics 29 Hepatology 15 Transplantation 5 Environmental Chemistry 21 Sociology and Political Science 96 Pediatrics, Perinatology and Child Health 35 General Dentistry 3 Emergency Medicine 16 Complementary and Manual Therapy 4 Animal Science and Zoology 20 Reproductive Medicine 15 Metals and Alloys 5 Genetics 18 Obstetrics and Gynecology 12 General Health Professions 41 Geography, Planning and Development 9 Music 5 Emergency Medical Services 9 Conservation 5 Space and Planetary Science 2 Catalysis 10 Business and International Management 3 Philosophy 17 Clinical Biochemistry 9 Process Chemistry and Technology 4 Virology 6 Pathology and Forensic Medicine 22 Fluid Flow and Transfer Processes 8 Small Animals 9 Cell Biology 20 Demography 15 Nutrition and Dietetics 18 Biochemistry 7 Agronomy and Crop Science 12 Critical Care and Intensive Care Medicine 5 Ecology, Evolution, Behavior and Systematics 23 Strategy and Management 19 Immunology 23 Radiation 10 Applied Microbiology and Biotechnology 2 Clinical Psychology 22 Sensory Systems 5 Astronomy and Astrophysics 18 Communication 8 Health 8 Computer Graphics and Computer-Aided Design 4 Biotechnology 9 Internal Medicine 3 Geriatrics and Gerontology 3 Insect Science 12 Endocrine and Autonomic Systems 6 Pharmacology 15 Energy Engineering and Power Technology 3 General Agricultural and Biological Sciences 8 General Materials Science 3 Gender Studies 9 Nuclear and High Energy Physics 12 Issues, ethics and legal aspects 1 Discrete Mathematics and Combinatorics 3 Archeology 1 Physiology 4 Instrumentation 3 Anesthesiology and Pain Medicine 4 Hematology 8 Forestry 3 Dermatology 6 Anatomy 1 Structural Biology 1 Geometry and Topology 6 Applied Mathematics 7 Inorganic Chemistry 9 Architecture 1 Pharmacology 5 Behavioral Neuroscience 2 Endocrinology 3 Organic Chemistry 17 History and Philosophy of Science 3 Aging 1 Cultural Studies 5 Earth-Surface Processes 4 Polymers and Plastics 8 Aquatic Science 4 Electronic, Optical and Magnetic Materials 10 Bioengineering 3 Education 16 Orthodontics 2 Geochemistry and Petrology 3 Literature and Literary Theory 6 Pharmaceutical Science 3 Archeology 5 Molecular Medicine 2 Atomic and Molecular Physics, and Optics 13 Paleontology 3 Immunology and Allergy 2 Ceramics and Composites 2 Physical and Theoretical Chemistry 3 Parasitology 2 Toxicology 1 Surfaces, Coatings and Films 2 Political Science and International Relations 7 Developmental Neuroscience 1 Urology 1 Numerical Analysis 1 Language and Linguistics 2 Electrochemistry 1 Biomaterials 2 Biochemistry 1 Mathematical Physics 1 Law 1 Condensed Matter Physics 1
Health Information Management 806 Artificial Intelligence 6.1k Health Informatics 179 Computer Vision and Pattern Recognition 2.1k Signal Processing 809 Sotiris Kotsiantis Greece
Andrew P. Bradley Australia
Nathalie Japkowicz Canada
Rich Caruana United States
Aboul Ella Hassanien Egypt
David W. Aha United States
W. Philip Kegelmeyer United States
This map shows the geographic impact of Igor Kononenko'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 Igor Kononenko with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Igor Kononenko more than expected).
This network shows the impact of papers produced by Igor Kononenko. 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 Igor Kononenko. The network helps show where Igor Kononenko may publish in the future.
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Load more (20 of 164) Load more (20 of 164) About Igor Kononenko Igor Kononenko is a scholar working on Artificial Intelligence , Information Systems , Computational Theory and Mathematics , Computer Vision and Pattern Recognition and Signal Processing , having authored 164 papers that have together received 12.2k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (29 papers), Data Mining Algorithms and Applications (26 papers), Rough Sets and Fuzzy Logic (20 papers), Neural Networks and Applications (16 papers), Time Series Analysis and Forecasting (11 papers), Imbalanced Data Classification Techniques (10 papers), Explainable Artificial Intelligence (XAI) (9 papers) and Artificial Intelligence in Healthcare (8 papers). The work is most often cited by research in Health Information Management (806 citations), Artificial Intelligence (6.1k citations), Health Informatics (179 citations), Computer Vision and Pattern Recognition (2.1k citations) and Signal Processing (809 citations). Igor Kononenko has collaborated with scholars based in Slovenia , Ukraine and Serbia . Frequent co-authors include Marko Robnik‐Šikonja , Erik Štrumbelj , Matjaž Kukar , Ivan Bratko , Bojan Cestnik , Zoran Bosnić , Ciril Grošelj , Se June Hong , Jure Fettich and Nada Lavrač . Their work appears in journals such as Artificial Intelligence in Medicine , Knowledge and Information Systems , Applied Intelligence , Expert Systems with Applications and Machine Learning .
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