Top Computer Science Journals for Machine Learning, Data Mining & Artificial Intelligence

The ranking of top journals for computer science was published by Research.com, one of the prominent websites for computer science research providing trusted data on scientific contributions since 2014.

The position in the ranking is based on a unique bibliometric score created by Research.com which is computed using the estimated h-index and the number of leading scientists who have endorsed the journal during the last three previous years. Show more

The ranking contains Impact Score values gathered on November 10th 2020.

The process for ranking journals involves examining more than 1000 journals which were selected after detailed inspection and rigorous examination of over 80,000 scientific documents published during the last three years by 4700 leading and well-respected scientists in the area of computer science.

Rank
Journal Details
Top Scientists
Documents
Impact Score
1 IEEE Transactions on Pattern Analysis and Machine Intelligence

IEEE Transactions on Pattern Analysis and Machine Intelligence

0162-8828, Monthly
Top Scientists 284 461 Impact Score 25.25
8 Pattern Recognition

Pattern Recognition

0031-3203, Monthly
Top Scientists 193 339 Impact Score 17.32
10 IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Neural Networks and Learning Systems

2162-237X, Monthly
Top Scientists 189 451 Impact Score 16.17
16 Neurocomputing

Neurocomputing

0925-2312, Semi-Monthly
Top Scientists 235 527 Impact Score 15.18
18 Information Sciences

Information Sciences

0020-0255, Semi-Monthly
Top Scientists 230 442 Impact Score 14.36
18 IEEE Transactions on Knowledge and Data Engineering

IEEE Transactions on Knowledge and Data Engineering

1041-4347, Monthly
Top Scientists 241 422 Impact Score 14.36
23 Journal of Machine Learning Research

Journal of Machine Learning Research

1532-4435, Bi-Monthly
Top Scientists 96 119 Impact Score 13.37
29 International Journal of Computer Vision

International Journal of Computer Vision

0920-5691, Monthly
Top Scientists 153 173 Impact Score 12.71
31 IEEE Transactions on Information Theory

IEEE Transactions on Information Theory

0018-9448, Monthly
Top Scientists 133 371 Impact Score 12.21
31 IEEE Transactions on Intelligent Transportation Systems

IEEE Transactions on Intelligent Transportation Systems

1524-9050, Quarterly
Top Scientists 174 261 Impact Score 12.21
33 Knowledge-Based Systems

Knowledge-Based Systems

0950-7051, Bi-Monthly
Top Scientists 106 198 Impact Score 11.71
38 Information Fusion

Information Fusion

1566-2535, Quarterly
Top Scientists 67 100 Impact Score 10.89
40 IEEE Transactions on Medical Imaging

IEEE Transactions on Medical Imaging

0278-0062, Monthly
Top Scientists 94 179 Impact Score 10.72
45 Expert Systems with Applications

Expert Systems with Applications

0957-4174, Semi-Monthly
Top Scientists 122 174 Impact Score 10.39
45 IEEE Transactions on Fuzzy Systems

IEEE Transactions on Fuzzy Systems

1063-6706, Bi-Monthly
Top Scientists 77 245 Impact Score 10.39
50 IEEE Transactions on Circuits and Systems for Video Technology

IEEE Transactions on Circuits and Systems for Video Technology

1051-8215, Monthly
Top Scientists 141 237 Impact Score 9.9
59 Computer Vision and Image Understanding

Computer Vision and Image Understanding

1077-3142, Monthly
Top Scientists 98 103 Impact Score 8.91
61 IEEE Transactions on Control Systems Technology

IEEE Transactions on Control Systems Technology

1063-6536, Bi-Monthly
Top Scientists 97 168 Impact Score 8.74
71 IEEE Transactions on Evolutionary Computation

IEEE Transactions on Evolutionary Computation

1089-778X, Bi-Monthly
Top Scientists 40 97 Impact Score 8.09
74 IEEE/ACM Transactions on Audio Speech and Language Processing

IEEE/ACM Transactions on Audio Speech and Language Processing

2329-9290, Monthly
Top Scientists 58 146 Impact Score 7.75
76 Image and Vision Computing

Image and Vision Computing

0262-8856, Monthly
Top Scientists 62 63 Impact Score 7.42
76 Multimedia Tools and Applications

Multimedia Tools and Applications

1380-7501, Monthly
Top Scientists 145 260 Impact Score 7.42
80 IEEE Vehicular Technology Magazine

IEEE Vehicular Technology Magazine

1556-6072, Quarterly
Top Scientists 47 49 Impact Score 7.26
85 Artificial Intelligence

Artificial Intelligence

0004-3702, Monthly
Top Scientists 74 88 Impact Score 6.93
85 Knowledge and Information Systems

Knowledge and Information Systems

0219-1377, Monthly
Top Scientists 85 97 Impact Score 6.93
90 ACM Transactions on Intelligent Systems and Technology

ACM Transactions on Intelligent Systems and Technology

2157-6904, Quarterly
Top Scientists 84 91 Impact Score 6.76
90 Pattern Recognition Letters

Pattern Recognition Letters

0167-8655, Monthly
Top Scientists 95 132 Impact Score 6.76
95 Neural Networks

Neural Networks

0893-6080, Monthly
Top Scientists 57 96 Impact Score 6.6
95 Journal of Artificial Intelligence Research (JAIR)

Journal of Artificial Intelligence Research (JAIR)

1076-9757
Top Scientists 58 63 Impact Score 6.6
100 Journal of the ACM

Journal of the ACM

0004-5411, Bi-Monthly
Top Scientists 40 42 Impact Score 6.43
117 VLDB Journal

VLDB Journal

1066-8888, Bi-Monthly
Top Scientists 53 83 Impact Score 6.11
117 Swarm and Evolutionary Computation

Swarm and Evolutionary Computation

2210-6502, Bi-Monthly
Top Scientists 26 52 Impact Score 6.11
117 Engineering Applications of Artificial Intelligence

Engineering Applications of Artificial Intelligence

0952-1976, Bi-Monthly
Top Scientists 51 84 Impact Score 6.11
130 Machine Learning

Machine Learning

0885-6125, Monthly
Top Scientists 46 65 Impact Score 5.78
130 ACM Transactions on Knowledge Discovery from Data

ACM Transactions on Knowledge Discovery from Data

1556-4681, Quarterly
Top Scientists 62 71 Impact Score 5.78
142 Fuzzy Sets and Systems

Fuzzy Sets and Systems

0165-0114, Semi-Monthly
Top Scientists 28 55 Impact Score 5.61
148 IEEE Transactions on Affective Computing

IEEE Transactions on Affective Computing

1949-3045, Quarterly
Top Scientists 56 68 Impact Score 5.45
148 Neural Computing and Applications

Neural Computing and Applications

0941-0643, Bi-Monthly
Top Scientists 69 116 Impact Score 5.45
160 Computer Speech and Language

Computer Speech and Language

0885-2308, Quarterly
Top Scientists 28 37 Impact Score 5.12
160 IEEE Computational Intelligence Magazine

IEEE Computational Intelligence Magazine

1556-603X, Quarterly
Top Scientists 51 69 Impact Score 5.12
179 IEEE Transactions on Neural Systems and Rehabilitation Engineering

IEEE Transactions on Neural Systems and Rehabilitation Engineering

1534-4320
Top Scientists 41 55 Impact Score 4.79
179 Information Processing and Management

Information Processing and Management

0306-4573, Bi-Monthly
Top Scientists 38 46 Impact Score 4.79
189 Frontiers in Robotics and AI

Frontiers in Robotics and AI

Top Scientists 51 63 Impact Score 4.62
189 Neural Computation

Neural Computation

0899-7667, Monthly
Top Scientists 41 52 Impact Score 4.62
189 IEEE Transactions on Emerging Topics in Computational Intelligence

IEEE Transactions on Emerging Topics in Computational Intelligence

2471-285X
Top Scientists 49 63 Impact Score 4.62
203 IEEE Transactions on Cognitive Communications and Networking

IEEE Transactions on Cognitive Communications and Networking

Top Scientists 61 86 Impact Score 4.46
203 Entropy

Entropy

1099-4300
Top Scientists 62 85 Impact Score 4.46
214 International Journal of Approximate Reasoning

International Journal of Approximate Reasoning

0888-613X, Bi-Monthly
Top Scientists 34 58 Impact Score 4.29
214 AI Magazine

AI Magazine

0738-4602, Quarterly
Top Scientists 36 41 Impact Score 4.29
221 International Journal of Fuzzy Systems

International Journal of Fuzzy Systems

1562-2479, Quarterly
Top Scientists 25 38 Impact Score 4.12
221 Artificial Intelligence Review

Artificial Intelligence Review

0269-2821, Bi-Monthly
Top Scientists 14 13 Impact Score 4.12
221 Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery

1384-5810, Bi-Monthly
Top Scientists 41 53 Impact Score 4.12
221 International Journal of Intelligent Systems

International Journal of Intelligent Systems

0884-8173, Monthly
Top Scientists 28 51 Impact Score 4.12
221 IEEE Transactions on Intelligent Vehicles

IEEE Transactions on Intelligent Vehicles

2379-8858
Top Scientists 25 37 Impact Score 4.12
221 IEEE Intelligent Systems

IEEE Intelligent Systems

1541-1672, Bi-Monthly
Top Scientists 43 53 Impact Score 4.12
221 Data and Knowledge Engineering

Data and Knowledge Engineering

0169-023X, Bi-Monthly
Top Scientists 31 31 Impact Score 4.12
243 Journal of Intelligent and Fuzzy Systems

Journal of Intelligent and Fuzzy Systems

1064-1246, Bi-Monthly
Top Scientists 32 90 Impact Score 3.96
243 Electronic Journal of Statistics

Electronic Journal of Statistics

1935-7524
Top Scientists 21 24 Impact Score 3.96
243 Journal of Ambient Intelligence and Humanized Computing

Journal of Ambient Intelligence and Humanized Computing

1868-5137
Top Scientists 38 50 Impact Score 3.96
243 Applied Intelligence

Applied Intelligence

0924-669X, Bi-Monthly
Top Scientists 30 46 Impact Score 3.96
255 Artificial Intelligence in Medicine

Artificial Intelligence in Medicine

0933-3657, Monthly
Top Scientists 19 22 Impact Score 3.79
255 Scientific data

Scientific data

Top Scientists 27 29 Impact Score 3.79
269 Computational Optimization and Applications

Computational Optimization and Applications

0926-6003, Monthly
Top Scientists 24 21 Impact Score 3.63
269 International Journal of Data Science and Analytics

International Journal of Data Science and Analytics

2364-415X
Top Scientists 29 29 Impact Score 3.63
269 EPJ Data Science

EPJ Data Science

Top Scientists 18 20 Impact Score 3.63
283 BMC Medical Informatics and Decision Making

BMC Medical Informatics and Decision Making

1472-6947, Irregular
Top Scientists 23 30 Impact Score 3.46
283 SIAM Journal on Matrix Analysis and Applications

SIAM Journal on Matrix Analysis and Applications

0895-4798
Top Scientists 22 28 Impact Score 3.46
283 Autonomous Agents and Multi-Agent Systems

Autonomous Agents and Multi-Agent Systems

1387-2532, Bi-Monthly
Top Scientists 23 25 Impact Score 3.46
304 Machine Vision and Applications

Machine Vision and Applications

0932-8092, Bi-Monthly
Top Scientists 30 33 Impact Score 3.3
304 Journal of Automated Reasoning

Journal of Automated Reasoning

0168-7433, Bi-Monthly
Top Scientists 20 27 Impact Score 3.3
304 Evolutionary Computation

Evolutionary Computation

1063-6560, Quarterly
Top Scientists 15 19 Impact Score 3.3
304 IEEE Transactions on Cognitive and Developmental Systems

IEEE Transactions on Cognitive and Developmental Systems

2379-8920
Top Scientists 36 42 Impact Score 3.3
304 IEEE Transactions on Learning Technologies

IEEE Transactions on Learning Technologies

1939-1382, Quarterly
Top Scientists 28 37 Impact Score 3.3
304 Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

1942-4787, Bi-Monthly
Top Scientists 16 17 Impact Score 3.3
304 Journal of Electronic Imaging

Journal of Electronic Imaging

1017-9909, Quarterly
Top Scientists 81 163 Impact Score 3.3
325 Transactions on Interactive Intelligent Systems

Transactions on Interactive Intelligent Systems

2160-6455
Top Scientists 31 29 Impact Score 3.13
325 International Journal of Machine Learning and Cybernetics

International Journal of Machine Learning and Cybernetics

1868-8071, Bi-Monthly
Top Scientists 20 28 Impact Score 3.13
325 Cognitive Systems Research

Cognitive Systems Research

1389-0417, Quarterly
Top Scientists 14 19 Impact Score 3.13
325 ACM SIGMOD Record

ACM SIGMOD Record

0163-5808, Quarterly
Top Scientists 34 42 Impact Score 3.13
325 IEEE Intelligent Transportation Systems Magazine

IEEE Intelligent Transportation Systems Magazine

1939-1390
Top Scientists 20 30 Impact Score 3.13
325 ACM Transactions on Autonomous and Adaptive Systems

ACM Transactions on Autonomous and Adaptive Systems

1556-4665, Quarterly
Top Scientists 19 22 Impact Score 3.13
325 Optimization Letters

Optimization Letters

1862-4472, Bi-Monthly
Top Scientists 17 42 Impact Score 3.13
325 Journal of Intelligent Manufacturing

Journal of Intelligent Manufacturing

0956-5515, Bi-Monthly
Top Scientists 12 13 Impact Score 3.13
345 Social Network Analysis and Mining

Social Network Analysis and Mining

1869-5450
Top Scientists 22 20 Impact Score 2.97
345 Vehicular Communications

Vehicular Communications

Quarterly
Top Scientists 11 11 Impact Score 2.97
345 Information Processing Letters

Information Processing Letters

0020-0190, Monthly
Top Scientists 39 41 Impact Score 2.97
345 Neural Processing Letters

Neural Processing Letters

1370-4621, Bi-Monthly
Top Scientists 22 25 Impact Score 2.97
345 International Journal of Neural Systems

International Journal of Neural Systems

0129-0657, Bi-Monthly
Top Scientists 13 18 Impact Score 2.97
345 Information

Information

2078-2489
Top Scientists 25 24 Impact Score 2.97
373 Journal of Optimization Theory and Applications

Journal of Optimization Theory and Applications

0022-3239
Top Scientists 21 26 Impact Score 2.81
373 European Journal of Combinatorics

European Journal of Combinatorics

0195-6698
Top Scientists 12 16 Impact Score 2.81
373 IEEE Systems, Man, and Cybernetics Magazine

IEEE Systems, Man, and Cybernetics Magazine

2380-1298
Top Scientists 23 22 Impact Score 2.81
373 Cognitive Computation

Cognitive Computation

1866-9956, Quarterly
Top Scientists 20 31 Impact Score 2.81
373 Genetic Programming and Evolvable Machines

Genetic Programming and Evolvable Machines

1389-2576, Quarterly
Top Scientists 11 13 Impact Score 2.81
396 Journal of Global Optimization

Journal of Global Optimization

0925-5001
Top Scientists 22 42 Impact Score 2.64
396 Granular Computing

Granular Computing

2364-4966
Top Scientists 10 16 Impact Score 2.64
396 Neuroinformatics

Neuroinformatics

1539-2791, Quarterly
Top Scientists 15 17 Impact Score 2.64
424 Communications in Nonlinear Science and Numerical Simulation

Communications in Nonlinear Science and Numerical Simulation

1007-5704
Top Scientists 13 15 Impact Score 2.48
424 International Journal of Computational Intelligence Systems

International Journal of Computational Intelligence Systems

1875-6891
Top Scientists 16 21 Impact Score 2.48
424 Big Data

Big Data

2167-6461, Quarterly
Top Scientists 9 12 Impact Score 2.48

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