| 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 | 396 | 2010 |
| 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 | 302 | 2016 |
| 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 | 205 | 2001 |
| 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 | 180 | 2017 |
| The usage of large data sets in online consumer behaviour: A bibliometric and computational text-mining–driven analysis of previous research M Vanhala, C Lu, J Peltonen, S Sundqvist, J Nummenmaa, K Järvelin Journal of Business Research 106, 46-59, 2020 | 113 | 2020 |
| 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 | 100 | 2015 |
| 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 | 94 | 2013 |
| Scalable Optimization of Neighbor Embedding for Visualization Z Yang, J Peltonen, S Kaski Proceedings of the 30th International Conference on Machine Learning (ICML …, 2013 | 91 | 2013 |
| Dimensionality reduction for data visualization [applications corner] S Kaski, J Peltonen IEEE Signal Processing Magazine 28 (2), 100-104, 2011 | 91 | 2011 |
| Improved learning of Riemannian metrics for exploratory analysis J Peltonen, A Klami, S Kaski Neural Networks 17 (8-9), 1087-1100, 2004 | 85 | 2004 |
| Interactive Intent Modeling for Exploratory Search T Ruotsalo, J Peltonen, MJA Eugster, D Głowacka, P Floréen, P Myllymäki, ... ACM Transactions on Information Systems (TOIS) 36 (4), 44, 2018 | 76 | 2018 |
| Periodic finite state controllers for efficient POMDP and DEC-POMDP planning JK Pajarinen, J Peltonen Advances in Neural Information Processing Systems, 2636-2644, 2011 | 72 | 2011 |
| Discriminative components of data J Peltonen, S Kaski IEEE Transactions on Neural Networks 16 (1), 68-83, 2005 | 64 | 2005 |
| 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 | 63 | 2017 |
| Informative discriminant analysis S Kaski, J Peltonen ICML-2003, The Twentieth International Conference on Machine Learning, 329-336, 2003 | 60 | 2003 |
| Optimization Equivalence of Divergences Improves Neighbor Embedding Z Yang, J Peltonen, S Kaski Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014 | 50 | 2014 |
| Efficient planning for factored infinite-horizon DEC-POMDPs J Pajarinen, J Peltonen Proceedings of the Twenty-Second international joint conference on …, 2011 | 45 | 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 | 45 | 2007 |
| Digital me: Controlling and making sense of my digital footprint M Sjöberg, HH Chen, P Floréen, M Koskela, K Kuikkaniemi, T Lehtiniemi, ... Symbiotic Interaction: 5th International Workshop, Symbiotic 2016, Padua …, 2017 | 43 | 2017 |
| User model in a box: Cross-system user model transfer for resolving cold start problems C Wongchokprasitti, J Peltonen, T Ruotsalo, P Bandyopadhyay, G Jacucci, ... User Modeling, Adaptation and Personalization: 23rd International Conference …, 2015 | 36 | 2015 |
Samuel KaskiProfessor, Aalto University and University of Manchesteraalto.fi의 이메일 확인됨