Edit Profile (opens in new tab) Peltonen, Jaakko Co-Author Distance Author ID: peltonen.jaakko Published as: Peltonen, Jaakko Documents Indexed: 10 Publications since 2001 2 Contributions as Editor Co-Authors: 16 Co-Authors with 11 Joint Publications 381 Co-Co-Authors all top 5 Co-Authors 0 single-authored 6 Kaski, Samuel 2 Klami, Arto 2 Kulathinal, Sangita 2 Lin, Ziyuan 2 Sillanpää, Mikko J. 2 Venna, Jarkko 1 Aidos, Helena 1 Chimani, Markus 1 Kobourov, Stephen G. 1 Leen, Gayle 1 Meulemans, Wouter 1 Nickel, Soeren 1 Nöllenburg, Martin 1 Nybo, Kristian 1 Sinkkonen, Janne 1 Sondag, Max 1 Vartiala, M. all top 5 Serials 2 Scandinavian Journal of Statistics 2 Machine Learning 1 Annales Universitatis Scientiarum Budapestinensis de Rolando Eötvös Nominatae. Sectio Computatorica 1 Neural Networks 1 Computational Statistics and Data Analysis 1 Journal of Machine Learning Research (JMLR) Fields 8 Computer science (68-XX) 4 Statistics (62-XX) 2 General and overarching topics; collections (00-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 6 Publications have been cited 17 times in 17 Documents Cited by ▼ Year ▼ Information retrieval perspective to nonlinear dimensionality reduction for data visualization. Zbl 1242.62006Venna, Jarkko; Peltonen, Jaakko; Nybo, Kristian; Aidos, Helena; Kaski, Samuel 10 2010 Improved learning of Riemannian metrics for exploratory analysis. Zbl 1101.68783Peltonen, Jaakko; Klami, Arto; Kaski, Samuel 2 2004 Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations. Zbl 1453.62175Peltonen, Jaakko; Venna, Jarkko; Kaski, Samuel 2 2009 Computing stable Demers cartograms. Zbl 07266105Nickel, Soeren; Sondag, Max; Meulemans, Wouter; Chimani, Markus; Kobourov, Stephen; Peltonen, Jaakko; Nöllenburg, Martin 1 2019 Data visualization and analysis with self-organizing maps in learning metrics. Zbl 0997.68711Kaski, Samuel; Sinkkonen, Janne; Peltonen, Jaakko 1 2001 Learning more accurate metrics for self-organizing maps. Zbl 1013.68772Peltonen, Jaakko; Klami, Arto; Kaski, Samuel 1 2002 Computing stable Demers cartograms. Zbl 07266105Nickel, Soeren; Sondag, Max; Meulemans, Wouter; Chimani, Markus; Kobourov, Stephen; Peltonen, Jaakko; Nöllenburg, Martin 1 2019 Information retrieval perspective to nonlinear dimensionality reduction for data visualization. Zbl 1242.62006Venna, Jarkko; Peltonen, Jaakko; Nybo, Kristian; Aidos, Helena; Kaski, Samuel 10 2010 Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations. Zbl 1453.62175Peltonen, Jaakko; Venna, Jarkko; Kaski, Samuel 2 2009 Improved learning of Riemannian metrics for exploratory analysis. Zbl 1101.68783Peltonen, Jaakko; Klami, Arto; Kaski, Samuel 2 2004 Learning more accurate metrics for self-organizing maps. Zbl 1013.68772Peltonen, Jaakko; Klami, Arto; Kaski, Samuel 1 2002 Data visualization and analysis with self-organizing maps in learning metrics. Zbl 0997.68711Kaski, Samuel; Sinkkonen, Janne; Peltonen, Jaakko 1 2001 all cited Publications top 5 cited Publications all top 5 Cited by 44 Authors 2 Thrun, Michael C. 2 Ultsch, Alfred G. H. 1 Andrade, Adriano O. 1 Biehl, Michael 1 Bunte, Kerstin 1 Chen, Fati 1 Chen, Yuwei 1 Cheng, Yichen 1 Connolly, James M. 1 Corander, Jukka 1 Dixit, Anand 1 Fan, Mingyu 1 Gerlach, Robin 1 Ghosh, Tomojit 1 Gu, Nannan 1 Hammer, Barbara 1 Hinton, Geoffrey Everest 1 Jackson, Benjamin D. 1 Kaburlasos, Vassilis G. 1 Kaski, Samuel 1 Klapper, Isaac 1 Kumar, P. Ravi 1 Lin, Ziyuan 1 Machado, Alessandro R. P. 1 Nie, Feiping 1 Oliveira, Fábio Henrique M. 1 Papadakis, S. E. 1 Parker, Albert E. 1 Peltonen, Jaakko 1 Piccinini, Laurent 1 Poncelet, Pascal 1 Qiao, Hong 1 Roy, Vivekananda 1 Sallaberry, Arnaud 1 Schleif, Frank-Michael 1 Sedov, Denis 1 Tiňo, Peter 1 Van der Maaten, Laurens 1 Wang, Xinlei 1 Xia, Yusen 1 Xiang, Shiming 1 Yang, Zhirong 1 Zhang, Bo 1 Zhang, Changshui all top 5 Cited in 15 Serials 2 Machine Learning 2 Neural Computation 1 Artificial Intelligence 1 Information Sciences 1 Journal of Classification 1 Neural Networks 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition 1 INFORMS Journal on Computing 1 Journal of Graph Algorithms and Applications 1 Journal of Machine Learning Research (JMLR) 1 Inverse Problems in Science and Engineering 1 Computational & Mathematical Methods in Medicine 1 Statistics and Computing all top 5 Cited in 6 Fields 10 Computer science (68-XX) 8 Statistics (62-XX) 2 Operations research, mathematical programming (90-XX) 2 Biology and other natural sciences (92-XX) 1 Combinatorics (05-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year