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UCI-ml

swMATH ID: 4074
Software Authors: David Aha, Patrick Murphy, Christopher Merz, Eamonn Keogh, Cathy Blake, Seth Hettich, David Newman
Description: UC Irvine Machine Learning Repository. We currently maintain 251 data sets as a service to the machine learning community. You may view all data sets through our searchable interface. Our old web site is still available, for those who prefer the old format. For a general overview of the Repository, please visit our About page. For information about citing data sets in publications, please read our citation policy. If you wish to donate a data set, please consult our donation policy. For any other questions, feel free to contact the Repository librarians. We have also set up a mirror site for the Repository. The UCI Machine Learning Repository is a collection of databases, domain theories, and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms. The archive was created as an ftp archive in 1987 by David Aha and fellow graduate students at UC Irvine. Since that time, it has been widely used by students, educators, and researchers all over the world as a primary source of machine learning data sets. As an indication of the impact of the archive, it has been cited over 1000 times, making it one of the top 100 most cited ”papers” in all of computer science. The current version of the web site was designed in 2007 by Arthur Asuncion and David Newman, and this project is in collaboration with Rexa.info at the University of Massachusetts Amherst. Funding support from the National Science Foundation is gratefully acknowledged. Many people deserve thanks for making the repository a success. Foremost among them are the donors and creators of the databases and data generators. Special thanks should also go to the past librarians of the repository: David Aha, Patrick Murphy, Christopher Merz, Eamonn Keogh, Cathy Blake, Seth Hettich, and David Newman.
Homepage: http://mlr.cs.umass.edu/ml/
Related Software: C4.5; LIBSVM; R; ElemStatLearn; PRMLT; AdaBoost.MH; Scikit; KEEL; Matlab; clusfind; WEKA; JStatCom; MNIST; GitHub; SMOTE; Python; glmnet; rpart; SVMlight; CPLEX
Cited in: 3,034 Documents
all top 5

Cited by 6,318 Authors

22 Bagirov, Adil M.
17 Carrizosa, Emilio
15 Larrañaga, Pedro
15 Wang, Shitong
14 Li, Tianrui
14 Pedrycz, Witold
14 Sugiyama, Masashi
13 Liang, Jiye
13 Webb, Geoffrey I.
12 Bertsimas, Dimitris John
12 Mangasarian, Olvi L.
11 Shen, Qiang
11 Suykens, Johan A. K.
10 Chung, Fu-Lai
10 Ryoo, Hong Seo
10 Washio, Takashi
9 Bělohlávek, Radim
9 Chen, Degang
9 Hullermeier, Eyke
9 Luo, Jian
9 Miao, Duoqian
9 Shi, Yong
9 Tian, Yingjie
9 Ting, Kai Ming
9 Wang, Xizhao
9 Zhang, Chunxia
8 Bielza, Concha
8 Blanquero, Rafael
8 Hernández-Orallo, Jose
8 Hu, Qinghua
8 Kamel, Mohamed S.
8 Obiedkov, Sergei A.
8 Rudin, Cynthia
8 Taheri, Sona
8 Takeda, Akiko
8 Yang, Miin-Shen
8 Zhang, Jiangshe
8 Zhang, Li
7 Astorino, Annabella
7 Campello, Ricardo José Gabrielli Barreto
7 Cao, Fuyuan
7 Chen, Hongmei
7 Chen, Songcan
7 Cornelis, Chris
7 Dang, Chuangyin
7 Ferri, César
7 Gaudioso, Manlio
7 Georgiopoulos, Michael
7 Hastie, Trevor John
7 Herrera, Francisco
7 Moshkov, Mikhail Ju.
7 Outrata, Jan
7 Prade, Henri M.
7 Qian, Yuhua
7 Romero Morales, Dolores
7 Seref, Onur
7 Trafalis, Theodore B.
7 Trnecka, Martin
7 Ugon, Julien
7 Yue, Xiaodong
7 Zhou, Zhihua
6 Bratko, Ivan
6 Chandra, Suresh
6 Chang, Chin-Chun
6 Chikalov, Igor V.
6 de Campos, Cassio Polpo
6 Eckstein, Jonathan
6 Elouedi, Zied
6 Fernández, Alberto
6 Fung, Glenn Martin
6 Gama, João
6 Hammer, Peter Ladislaw
6 Hanika, Tom
6 Hervás-Martínez, César
6 Kanamori, Takafumi
6 Kim, Hyunjoong
6 Lapucci, Matteo
6 Lawry, Jonathan
6 Lin, Tsung I.
6 Maldonado, Sebastián
6 Parthaláin, Neil Mac
6 Puuronen, Seppo
6 Qian, Jin
6 Ramírez-Cobo, Pepa
6 Khemchandani Rastogi, Reshma
6 Salmerón, Antonio
6 Shao, Yuanhai
6 Tian, Ye
6 Toh, Kar-Ann
6 Tsymbal, Alexey
6 Xanthopoulos, Petros
6 Zhou, Weida
5 Anagnostopoulos, Georgios C.
5 Averbuch, Amir Z.
5 Bai, Yanqin
5 Blockeel, Hendrik
5 Boulle, Marc
5 Bounhas, Myriam
5 Browne, Ryan P.
5 Chang, Yuan-chin Ivan
...and 6,218 more Authors
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Cited in 339 Serials

283 Pattern Recognition
204 Information Sciences
201 Machine Learning
112 Neural Networks
107 Journal of Machine Learning Research (JMLR)
105 International Journal of Approximate Reasoning
97 Computational Statistics and Data Analysis
85 Data Mining and Knowledge Discovery
59 Fuzzy Sets and Systems
56 European Journal of Operational Research
46 Advances in Data Analysis and Classification. ADAC
41 Statistics and Computing
40 Journal of Classification
37 Computational Statistics
36 Neural Computation
36 Soft Computing
33 Artificial Intelligence
33 Annals of Operations Research
33 Mathematical Problems in Engineering
32 Computers & Operations Research
31 Applied Mathematics and Computation
27 Computational Optimization and Applications
26 Journal of Computational and Graphical Statistics
25 International Journal of Intelligent Systems
24 Annals of Mathematics and Artificial Intelligence
24 Journal of Applied Statistics
23 International Journal of Applied Mathematics and Computer Science
21 Optimization Methods & Software
19 Journal of Global Optimization
19 Journal of Statistical Computation and Simulation
18 Discrete Applied Mathematics
18 Journal of Computational and Applied Mathematics
17 Electronic Journal of Statistics
16 Mathematical Programming. Series A. Series B
16 PAA. Pattern Analysis and Applications
16 The Annals of Applied Statistics
15 Journal of Optimization Theory and Applications
15 INFORMS Journal on Computing
14 Statistical Analysis and Data Mining
13 Computers & Mathematics with Applications
13 Journal of the American Statistical Association
13 Journal of Multivariate Analysis
13 Optimization Letters
12 Theoretical Computer Science
12 Communications in Statistics. Simulation and Computation
11 SIAM Journal on Scientific Computing
11 Journal of Industrial and Management Optimization
10 The Journal of Artificial Intelligence Research (JAIR)
9 The Annals of Statistics
9 Applied Mathematical Modelling
9 SIAM Journal on Optimization
9 Applied and Computational Harmonic Analysis
8 Physica A
8 Automation and Remote Control
8 Algorithms
8 International Journal of Systems Science. Principles and Applications of Systems and Integration
7 Journal of the Franklin Institute
7 Statistics & Probability Letters
7 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
7 Communications in Statistics. Theory and Methods
7 Computational and Applied Mathematics
7 Top
7 Journal of Applied Mathematics
7 Natural Computing
7 Fuzzy Optimization and Decision Making
7 Mathematical Programming Computation
6 International Journal of Systems Science
6 Journal of Statistical Planning and Inference
6 Kybernetika
6 Operations Research
6 Operations Research Letters
6 Statistical Science
6 Signal Processing
6 Fundamenta Informaticae
6 JMMA. Journal of Mathematical Modelling and Algorithms
6 Quantum Information Processing
6 Computational Management Science
6 Advances in Fuzzy Systems
6 Journal of the Operations Research Society of China
5 International Journal of General Systems
5 Information Processing Letters
5 Journal of Computer and System Sciences
5 SIAM Journal on Matrix Analysis and Applications
5 Journal of Mathematical Imaging and Vision
5 Statistical Papers
5 Statistica Sinica
5 Sādhanā
5 Mathematical Biosciences and Engineering
5 International Journal of Hybrid Intelligent Systems
4 The American Statistician
4 Journal of Computational Physics
4 Optimization
4 Journal of Computer Science and Technology
4 New Generation Computing
4 Mathematical and Computer Modelling
4 Journal of Scientific Computing
4 Applied Intelligence
4 International Journal of Computer Mathematics
4 Complexity
4 Journal of Combinatorial Optimization
...and 239 more Serials
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Cited in 45 Fields

2,020 Computer science (68-XX)
1,408 Statistics (62-XX)
505 Operations research, mathematical programming (90-XX)
202 Numerical analysis (65-XX)
77 Biology and other natural sciences (92-XX)
68 Information and communication theory, circuits (94-XX)
64 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
47 Probability theory and stochastic processes (60-XX)
43 Systems theory; control (93-XX)
42 Combinatorics (05-XX)
34 Linear and multilinear algebra; matrix theory (15-XX)
28 Calculus of variations and optimal control; optimization (49-XX)
19 Mathematical logic and foundations (03-XX)
15 Order, lattices, ordered algebraic structures (06-XX)
14 Quantum theory (81-XX)
11 Operator theory (47-XX)
8 Partial differential equations (35-XX)
8 Functional analysis (46-XX)
7 Statistical mechanics, structure of matter (82-XX)
6 Dynamical systems and ergodic theory (37-XX)
6 Approximations and expansions (41-XX)
5 Measure and integration (28-XX)
4 Differential geometry (53-XX)
3 General and overarching topics; collections (00-XX)
3 Special functions (33-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Algebraic topology (55-XX)
2 Algebraic geometry (14-XX)
2 Associative rings and algebras (16-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Convex and discrete geometry (52-XX)
2 General topology (54-XX)
2 Mechanics of deformable solids (74-XX)
2 Geophysics (86-XX)
1 History and biography (01-XX)
1 Commutative algebra (13-XX)
1 Category theory; homological algebra (18-XX)
1 Group theory and generalizations (20-XX)
1 Real functions (26-XX)
1 Ordinary differential equations (34-XX)
1 Sequences, series, summability (40-XX)
1 Integral equations (45-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Optics, electromagnetic theory (78-XX)
1 Astronomy and astrophysics (85-XX)

Citations by Year