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Kernlab

swMATH ID: 7926
Software Authors: Alexandros Karatzoglou; Alex Smola; Kurt Hornik
Description: R package kernlab: Kernel-based Machine Learning Lab. Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods kernlab includes Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver
Homepage: http://cran.r-project.org/web/packages/kernlab/index.html
Source Code:  https://github.com/cran/Kernlab
Dependencies: R
Related Software: R; randomForest; UCI-ml; e1071; caret; rpart; ElemStatLearn; mlbench; MASS (R); ipred; quadprog; glmnet; C4.5; cluster (R); mclust; ggplot2; gbm; LIBSVM; ranger; Scikit
Cited in: 87 Publications

Standard Articles

1 Publication describing the Software Year

all top 5

Cited by 217 Authors

5 Kanamori, Takafumi
4 Ligges, Uwe
3 Bischl, Bernd
3 Lang, Michel
3 Rahnenführer, Jörg
2 Adler, Werner
2 Artemiou, Andreas
2 Bommert, Andrea
2 Gul, Asma
2 Hennig, Christian
2 Khan, Zardad
2 Krey, Sebastian
2 Lausen, Berthold
2 Li, Bing
2 Mahmoud, Osama H.
2 Miftahuddin, Miftahuddin
2 Perperoglou, Aris
2 Sugiyama, Masashi
1 Abdallah, Samer A.
1 Abolghasemi, Mahdi
1 Aggarwal, Charu C.
1 Albuquerque, Pedro Henrique Melo
1 Alvarez, Isabelle
1 Anand, Sonia
1 Anderlucci, Laura
1 Angelopoulos, Nicos
1 Ankargren, Sebastian
1 Arasan, Jayanthi
1 Arratia, Argimiro A.
1 Audigier, Vincent
1 Baatar, Davaatseren
1 Bang, Sungwan
1 Batool, Fatima
1 Berestizhevsky, Samuel
1 Bergmeir, Christoph
1 Berk, Richard A.
1 Beyene, Joseph
1 Boehmke, Brad
1 Boukouvala, Fani
1 Brusco, Michael J.
1 Bubenik, Peter
1 Bücher, Axel
1 Cano, Emilio L.
1 Cardoso, José Vinícius de M.
1 Carroll, Raymond James
1 Cerqueira, Vitor
1 Chen, Aiyou
1 Cho, Gyeongcheol
1 Cho, Hyungjun
1 Cho, Yong Mee
1 Christmann, Andreas
1 Chun, Hyonho
1 Cichosz, Pawel
1 Clément, Karine
1 Conversano, Claudio
1 Cradit, J. Dennis
1 Crawford, Lorin
1 Cronin, Anthony G.
1 Cuiñas, Rubén F.
1 Cyganek, Bogusław
1 Dette, Holger
1 Dhhan, Waleed
1 Doerge, Rebecca W.
1 Domijan, Katarina
1 Dorado, Julian
1 Dusseldorp, Elise
1 Eo, Soo-Heang
1 Faraway, Julian J.
1 Feinerer, Ingo
1 Fernández-Blanco, Enrique
1 Fernandez-Lozano, Carlos
1 Ferraro, Maria Brigida
1 Fitzpatrick, Trevor
1 Forsgren, Nicole
1 Fortunato, Francesca
1 Fréchette, Alexandre
1 Genuer, Robin
1 Gertheiss, Jan
1 Giamas, Georgios
1 Giordani, Paolo E.
1 Goldberg, Yair
1 Gopalan, Giri
1 Grabisch, Michel
1 Greenwell, Brandon M.
1 Guns, Tias
1 Hamid, Jemila Seid
1 Härdle, Wolfgang Karl
1 Hido, Shohei
1 Hlávka, Zdeněk
1 Hoos, Holger H.
1 Howard, Emma
1 Hu, Chenyue W.
1 Hull, Michael B.
1 Hung, Ying
1 Husson, François
1 Hutter, Frank
1 Hwang, Heungsun
1 Hyndman, Rob J.
1 Islam, Shofiqul
1 Jhun, Myoungshic Jhun
...and 117 more Authors
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Cited in 42 Serials

7 Machine Learning
5 Advances in Data Analysis and Classification. ADAC
4 Computational Statistics and Data Analysis
4 Use R!
3 Journal of the American Statistical Association
3 International Journal of Approximate Reasoning
3 Computational Statistics
3 European Journal of Operational Research
3 Journal of Machine Learning Research (JMLR)
2 Psychometrika
2 The Annals of Statistics
2 Journal of Classification
2 Journal of Statistical Computation and Simulation
2 Journal of Applied Statistics
2 Statistical Applications in Genetics and Molecular Biology
2 Statistical Analysis and Data Mining
2 Electronic Journal of Statistics
2 Statistics and Computing
1 Artificial Intelligence
1 Inverse Problems
1 British Journal of Mathematical & Statistical Psychology
1 Information Sciences
1 Kybernetika
1 Communications in Statistics. Simulation and Computation
1 Statistica Sinica
1 Advances in Computational Mathematics
1 Applied Mathematical Finance
1 Lifetime Data Analysis
1 Data Mining and Knowledge Discovery
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Quantitative Finance
1 IMA Journal of Management Mathematics
1 Optimization Letters
1 Computational & Mathematical Methods in Medicine
1 The Annals of Applied Statistics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Journal of Theoretical Biology
1 ISRN Computational Mathematics
1 Springer Texts in Statistics
1 Atlantis Studies in Computational Finance and Financial Engineering
1 Statistik und ihre Anwendungen
1 Chapman & Hall/CRC Computer Science & Data Analysis Series

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