Jaakko Peltonen - Google Scholar Citations

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	All	Since 2015
Citations	1715	1007
h-index	20	17
i10-index	37	26

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Co-authors

Tuukka RuotsaloAcademy Research Fellow, University of HelsinkiVerified email at helsinki.fi
Joni PajarinenAssistant Professor at Tampere University and Research Group Leader at IAS at TU DarmstadtVerified email at ias.tu-darmstadt.de
Giulio JacucciUniversity of HelsinkiVerified email at helsinki.fi
Janne SinkkonenReaktor, Chief (Data) ScientistVerified email at reaktor.fi
Dorota GlowackaUniversity of HelsinkiVerified email at cs.helsinki.fi
Petri MyllymakiProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
Manuel J. A. Eugstermjae.netVerified email at mjae.net
Helena AidosLASIGE & Instituto de Telecomunicações,Dep. Informática,Faculdade de Ciências,Universidade de LisboaVerified email at fc.ul.pt
Arto KlamiAssistant Professor, University of HelsinkiVerified email at cs.helsinki.fi
Zhirong YangProfessor at Department of Computer Science, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Mikko A. UusitaloHead of Research Department, Wireless Advanced Technologies, Nokia Bell LabsVerified email at nokia-bell-labs.com
Patrik FloréenUniversity of Helsinki and Aalto UniversityVerified email at helsinki.fi
Leishi ZhangDepartment of Computer Science, Middlesex UniversityVerified email at mdx.ac.uk
Michael SedlmairUniversity of StuttgartVerified email at visus.uni-stuttgart.de
John A. LeeProfessor, Université catholique de LouvainVerified email at uclouvain.be
Dominik SachaSiemens LogisticsVerified email at dbvis.inf.uni-konstanz.de
Daniel WeiskopfProfessor of Computer Science, University of StuttgartVerified email at visus.uni-stuttgart.de
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzVerified email at uni-konstanz.de
Stephen Northgraphviz.org, Infovisible, assoc editor IEEE TVCG, ex-AT&T FellowVerified email at acm.org
Kumaripaba Miyurusara AthukoralaPhD StudentVerified email at hiit.fi

Jaakko Peltonen

Professor, Tampere University

Verified email at tuni.fi - Homepage

Machine Learning Visualization Multi-task Learning Bioinformatics Learning from Multiple Sources


Title	Cited by	Year
Information retrieval perspective to nonlinear dimensionality reduction for data visualization J Venna, J Peltonen, K Nybo, H Aidos, S Kaski Journal of Machine Learning Research 11 (Feb), 451-490, 2010	271	2010
Bankruptcy analysis with self-organizing maps in learning metrics S Kaski, J Sinkkonen, J Peltonen IEEE Transactions on Neural Networks 12 (4), 936-947, 2001	181	2001
Visual interaction with dimensionality reduction: a structured literature analysis D Sacha, L Zhang, M Sedlmair, JA Lee, J Peltonen, D Weiskopf, S North, ... IEEE Transactions on Visualization and Computer Graphics, 2016	107	2016
Directing exploratory search with interactive intent modeling T Ruotsalo, J Peltonen, M Eugster, D Głowacka, K Konyushkova, ... Proceedings of the 22nd ACM international conference on Information …, 2013	79	2013
Improved learning of Riemannian metrics for exploratory analysis J Peltonen, A Klami, S Kaski Neural Networks 17 (8-9), 1087-1100, 2004	65	2004
Scalable Optimization of Neighbor Embedding for Visualization Z Yang, J Peltonen, S Kaski Proceedings of the 30th International Conference on Machine Learning (ICML …, 2013	63	2013
Dimensionality reduction for data visualization [applications corner] S Kaski, J Peltonen IEEE Signal Processing Magazine 28 (2), 100-104, 2011	58	2011
Discriminative components of data J Peltonen, S Kaski IEEE Transactions on Neural Networks 16 (1), 68-83, 2005	56	2005
Informative discriminant analysis S Kaski, J Peltonen ICML-2003, The Twentieth International Conference on Machine Learning, 329-336, 2003	55	2003
Genome-wide modeling of transcription kinetics reveals patterns of RNA production delays A Honkela, J Peltonen, H Topa, I Charapitsa, F Matarese, K Grote, ... Proceedings of the National Academy of Sciences 112 (42), 13115-13120, 2015	52	2015
What you see is what you can change: Human-centered machine learning by interactive visualization D Sacha, M Sedlmair, L Zhang, JA Lee, J Peltonen, D Weiskopf, SC North, ... Neurocomputing 268, 164-175, 2017	49	2017
Periodic finite state controllers for efficient POMDP and DEC-POMDP planning JK Pajarinen, J Peltonen Advances in Neural Information Processing Systems, 2636-2644, 2011	42	2011
Efficient planning for factored infinite-horizon DEC-POMDPs J Pajarinen, J Peltonen Proceedings of the Twenty-Second international joint conference on …, 2011	36	2011
Methods for estimating human endogenous retrovirus activities from EST databases M Oja, J Peltonen, J Blomberg, S Kaski BMC bioinformatics 8 (Suppl 2), S11, 2007	34	2007
Optimization Equivalence of Divergences Improves Neighbor Embedding Z Yang, J Peltonen, S Kaski Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	33	2014
Learning from relevant tasks only S Kaski, J Peltonen European Conference on Machine Learning, 608-615, 2007	28	2007
Topic-Relevance Map: Visualization for Improving Search Result Comprehension J Peltonen, K Belorustceva, T Ruotsalo Proceedings of the 22nd International Conference on Intelligent User …, 2017	23	2017
IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search S Andolina, K Klouche, J Peltonen, M Hoque, T Ruotsalo, D Cabral, ... Proceedings of the 20th International Conference on Intelligent User …, 2015	22	2015
Sequential information bottleneck for finite data J Peltonen, J Sinkkonen, S Kaski Proceedings of the twenty-first international conference on Machine learning, 82, 2004	22	2004
Optimizing spatial and temporal reuse in wireless networks by decentralized partially observable Markov decision processes J Pajarinen, A Hottinen, J Peltonen IEEE Transactions on Mobile Computing, 1, 2013	21	2013

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