• PL 68 (Gustaf Hällströmin katu 2b), A343

    HELSINGIN YLIOPISTO

    Finland

Publikationer 2001 2015

2015

Advances in Independent Component Analysis and Learning Machines

Bingham, E. E. (red.), Kaski, S. J. I. (red.), Laaksonen, J. (red.) & Lampinen, J. (red.), 2015, Amsterdam: Elsevier Scientific Publ. Co. 296 s.

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project

Gamberini, L., Spagnolli, A., Blankertz, B., Kaski, S., Freeman, J., Acqualagna, L., Barral, O., Bellio, M., Chech, L., Eugster, M., Ferrari, E., Negri, P., Orso, V., Pluchino, P., Minelle, F., Serim, B., Wenzel, M. & Jacucci, G., 2015, Symbiotic Interaction : 4th International Workshop, Symbiotic 2015 Berlin, Germany, October 7–8, 2015 Proceedings. Blankertz, B., Jacucci, G., Gamberini, L., Spagnolli, A. & Freeman, J. (red.). Cham: Springer International Publishing AG, s. 68-80 13 s. (Lecture Notes in Computer Science; vol. 9359).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Exploring Peripheral Physiology As a Predictor of Perceived Relevance in Information Retrieval

Barral, O., Eugster, M. J. A., Ruotsalo, T., Spapé, M. M., Kosunen, I., Ravaja, N., Kaski, S. & Jacucci, G., 2015, Proceedings of the 20th International Conference on Intelligent User Interfaces. Atlanta, Georgia, USA: ACM, s. 389-399 11 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Improving controllability and predictability of interactive recommendation interfaces for exploratory search

Kangasrääsiö, A., Głowacka, D. & Kaski, S., 2015, IUI '15 Proceedings of the 20th International Conference on Intelligent User Interfaces . New York, NY: ACM , s. 247-251 5 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Interactive intent modeling: Information discovery beyond search

Ruotsalo, T., Jacucci, G., Myllymäki, P. & Kaski, S., jan 2015, I : Communications of the ACM. 58, 1, s. 86-92 7 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Majorization-Minimization for Manifold Embedding

Yang, Z., Peltonen, J. T. & Kaski, S. J. I., 10 maj 2015, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics. Lebanon, G. & Vishwanathan, S. V. N. (red.). Cambridge, MA: Journal of Machine Learning Research, s. 1088-1097 10 s. (JMLR: Workshop and Conference Proceedings series; vol. 38).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals

Kauppi, J-P., Kandemir, M., Saarinen, V-M., Hirvenkari, L., Parkkonen, L., Klami, A., Hari, R. & Kaski, S., 15 maj 2015, I : NeuroImage. 112, s. 288-298 11 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

2014

Bayesian multi-view tensor factorization

Khan, S. A. & Kaski, S., 2014, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings. Calders, T., Esposito, F., Hüllermeier, E. & Meo, R. (red.). Heidelberg: Springer-Verlag, Vol. 1. s. 656-671 16 s. (Lecture Notes in Computer Science; vol. 8724).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Computational statistics approaches to study metabolic syndrome

Huopaniemi, I. & Kaski, S., 2014, A systems biology approach to study metabolic syndrome. Orešic, M. & Vidal-Puig, A. (red.). Dordrecht: Springer, s. 319-339 21 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKapitelVetenskapligPeer review

Cross-organism toxicogenomics with group factor analysis

Suvitaival, T., Parkkinen, J., Virtanen, S. & Kaski, S., 2014, I : Systems Biomedicine. 2, 4, s. 71-80 10 s., e29291.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Intentradar: search user interface that anticipates user's search intents

Ruotsalo, T., Peltonen, J., Eugster, M., Glowacka, D., Reijonen, A., Jacucci, G., Myllymäki, P. & Kaski, S., 2014, CHI EA '14 CHI '14 Extended Abstracts on Human Factors in Computing Systems . New York: ACM, s. 455-458 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Multi-task and multi-view learning of user state

Kandemir, M., Vetek, A., Gönen, M., Klami, A. & Kaski, S., 2 sep 2014, I : Neurocomputing. 139, s. 97-106

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Optimal Neighborhood Preserving Visualization by Maximum Satisfiability

Bunte, K., Järvisalo, M., Berg, O., Myllymäki, P., Peltonen, J. & Kaski, S., 2014, Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI 2014). Brodley, C. E. & Stone, P. (red.). AAAI Press, s. 1694-1700 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Optimization Equivalence of Divergences Improves Neighbor Embedding

Yang, Z., Peltonen, J. & Kaski, S., 2014, Proceedings of ICML 2014, the 31st International Conference on Machine Learning. Xing, E. P. & Jebara, T. (red.). Journal of Machine Learning Research, s. 460-468 9 s. (JMLR Workshop and Conference Proceedings; vol. 32).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Predicting term-relevance from brain signals

Eugster, M., Ruotsalo, T., Spape, M., Kosunen, I., Barral Mery de Bellegarde, O., Ravaja, N., Jacucci, G. & Kaski, S., 2014, SIGIR '14 Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval. New York, NY, USA: ACM, s. 425-434

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Probabilistic drug connectivity mapping

Parkkinen, J. A. & Kaski, S., 17 apr 2014, I : BMC Bioinformatics. 15, 10 s., 113.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

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Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics: AISTATS 2014

Kaski, S. (red.) & Corander, J. (red.), 2014, Journal of Machine Learning Research. (JMLR W&CP; vol. 33)

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Retrieval of experiments by efficient comparison of marginal likelihoods

Seth, S., Shawe-Taylor, J. & Kaski, S., 2014, Neural Information Processing: 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014 : Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teon, A. & Huang, K. (red.). Cham: Springer, Vol. II. s. 135-142 8 s. (Lecture Notes in Computer Science; vol. 8835).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Stronger findings for metabolomics through Bayesian modeling of multiple peaks and compound correlations

Suvitaival, T., Rogers, S. & Kaski, S., 1 sep 2014, I : Bioinformatics. 30, 17, s. I461-I467 7 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

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Stronger findings from mass spectral data through multi-peak modeling

Suvitaival, T., Rogers, S. & Kaski, S., 19 jun 2014, I : BMC Bioinformatics. 15, 11 s., 208.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

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Toward computational cumulative biology by combining models of biological datasets

Faisal, A., Peltonen, J., Georgii, E., Rung, J. & Kaski, S., 2014, I : PLoS One. 9, 11, e113053.

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2013

Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects

Gillberg, J., Marttinen, P., Pirinen, M., Kangas, A. J., Soininen, P., Järvelin, M-R., Ala-Korpela, M. & Kaski, S., 16 okt 2013, I : arXiv.org . 1310.4362v1 , 9 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskaplig

Directing Exploratory Search with Interactive Intent Modeling

Ruotsalo, T., Jaakko, P., Eugster, M. J. A., Glowacka, D., Konyushkova, K., Athukorala, K., Kosunen, I., Reijonen, A., Myllymäki, P., Jacucci, G. & Kaski, S., 2013, ACM International Conference on Information and Knowledge Management (CIKM 2013). New York: ACM, s. 1759-1764 6 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Identifying fragments of natural speech from the listener's MEG signals

Koskinen, M., Viinikanoja, J., Kurimo, M., Klami, A., Kaski, S. & Hari, R., jun 2013, I : Human Brain Mapping. 34, 6, s. 1477-1489 13 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Information Retrieval Perspective to Interactive Data Visualization

Peltonen, J., Sandholm, M. & Kaski, S., 2013, Proceedings of the Eurographics Conference on Visualization (Eurovis 2013). Hlawitschka, M. & Weinkauf, T. (red.). The Eurographics Association, s. 49-53 5 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

SciNet: A System for Browsing Scientific Literature through Keyword Manipulation

Glowacka, D., Ruotsalo, T., Konyushkova, K., Athukorala, K., Kaski, S. & Jacucci, G., 2013, Proceedings of the International Conference on Intelligent User Interfaces (IUI'13 Companion). ACM, s. 61-62 2 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2012

Bayesian Group Factor Analysis

Virtanen, S., Klami, A., Khan, S. A. & Kaski, S., 2012, I : JMRL : Workshop and Conference Proceedings. 22, s. 1269-1277 9 s.

Forskningsoutput: TidskriftsbidragKonferensartikelVetenskapligPeer review

Focused multi-task learning in a Gaussian process framework

Leen, G., Peltonen, J. & Kaski, S., 1 okt 2012, I : Machine Learning. 89, 1-2, SI, s. 157-182 26 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

2011

An Augmented Reality Interface to Contextual Information

Ajanki, A., Billinghurst, M., Gamper, H., Järvenpää, T., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K., Ruokolainen, T. & Tossavainen, T., 2011, I : Virtual Reality. 15, 2-3, s. 161-173

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part I

Honkela, T. (red.), Duch, W. (red.), Girolami, M. A. (red.) & Kaski, S. (red.), 2011, Springer.

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part II

Honkela, T. (red.), Duch, W. (red.), Girolami, M. A. (red.) & Kaski, S. (red.), 2011, Springer.

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Artificial Neural Networks and Machine Learning Research - ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings

Honkela, T. (red.), Duch, W. (red.), Girolami, M. (red.) & Kaski, S. (red.), 2011, Springer-Verlag. (Lecture Notes in Computer Science; vol. 6971)

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Artificial Neural Networks and Machine Learning Research - ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings

Honkela, T., Duch, W., Girolami, M. & Kaski, S., 2011, Springer-Verlag. (Lecture Notes in Computer Science; vol. 6792)

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Bayesian CCA via Group Sparsity

Virtanen, S., Klami, A. & Kaski, S., 2011, I : Journal of Machine Learning Research. s. 457-464 8 s.

Forskningsoutput: TidskriftsbidragKonferensartikelVetenskapligPeer review

Biomarker discovery via dependency analysis of multi-view functional genomics data

Faisal, A., Louhimo, R., Lahti, L. M., Kaski, S. & Hautaniemi, S., dec 2011, Personalized medicine workshop, NIPS 2011. 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragProfessionell

Cross-Species Translation of Multi-way Biomarkers

Suvitaival, T., Huopaniemi, I., Oresic, M. & Kaski, S., 2011, Artificial neural networks and machine learning - ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings. Springer-Verlag, Vol. 1. s. 209-216 8 s. (Lecture Notes in Computer Science; vol. 6791).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Focused Multi-task Learning Using Gaussian Processes

Leen, G., Peltonen, J. & Kaski, S., 2011, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2011 Athens, Greece, September 5-9, 2011 Proceedings. Gunopulos, D., Hofmann, T., Malerba, D. & Vazirgiannis, M. (red.). Vol. 2. s. 310-325 16 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Generative Modeling for Maximizing Precision and Recall in Information Visualization

Peltonen, J. & Kaski, S., 2011, I : Journal of Machine Learning Research. 15, s. 597-587 9 s.

Forskningsoutput: TidskriftsbidragKonferensartikelVetenskapligPeer review

High Density Lipoprotein Structural Changes and Drug Response in Lipidomic Profiles following the Long-Term Fenofibrate Therapy in the FIELD Substudy

Yetukuri, L., Huopaniemi, I., Koivuniemi, A., Maranghi, M., Hiukka, A., Nygren, H., Kaski, S., Taskinen, M-R., Vattulainen, I., Jauhiainen, M. & Oresic, M., 2011, I : PLoS One. 6, s. e23589 12 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

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Introduction to the special issue on mining and learning with graphs

Vishwanathan, S. V. N., Kaski, S., Neville, J. & Wrobel, S., 2011, I : Machine Learning. 82, 2, s. 91-93 3 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskaplig

Machine learning: Special issue on mining and learning with graphs

Vishwanathan, S. V. N., Kaski, S., Neville, J. & Wrobel, S., 2011, Springer-Verlag. (Machine learning; vol. 82, nr. 2)

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

Multitask Learning Using Regularized Multiple Kernel Learning

Gönen, M., Kandemir, M. & Kaski, S., 2011, Neural Information Processing: 18th International Conference, ICONIP 2011 Shanghai, China, November 13-17, 2011 Proceedings. Lu, B-L., Zhang, L. & Kwok, J. (red.). Vol. 2. s. 500-509 10 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Probabilistic proactive timeline browser

Ajanki, A. & Kaski, S., 2011, Artificial neural networks and machine learning - ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (red.). Springer-Verlag, Vol. 2. s. 357-364 8 s. (Lecture Notes in Computer Science; vol. 6792).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2010

Graph Visualization With Latent Variable Models

Parkkinen, J., Nybo, K., Peltonen, J. & Kaski, S., 2010, Proceedings of the Eighth Workshop on Mining and Learning with Graphs: MLG-2010. ACM, s. 94-101

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Hierarchical generative biclustering for microRNA expression analysis

Caldas, J. & Kaski, S., 2010, Research in Computational Molecular Biology: Proceedings of 14th Annual International Conference RECOMB 2010, Lisbon, Portugal, April 25-28. Berger, B. (red.). Springer, s. 65-79 (Lecture Notes in Computer Science; vol. 6044).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2002

Exploratory Clustering Of Gene Expression Profiles Of Mutated Yeast Strains

Oja, M., Nikkilä, J., Törönen, P., Wong, G. & Kaski, S., 2002

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review

2001

Analysis and Visualization of Gene Expression Data Using Self-Organizing Maps

Kaski, S., Nikkilä, J., Törönen, P., Castrén, E. & Wong, G., 2001

Forskningsoutput: Bok/rapportAntologi eller special utgåvaVetenskapligPeer review