Search results for "Samuel Kaski"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	José Caldas, Nils Gehlenborg, Eeva Kettunen, Ali Faisal, Mikko Rönty, Andrew G. Nicholson, Sakari Knuutila, Alvis Brazma, Samuel Kaski	Data-driven information retrieval in heterogeneous collections of transcriptomics data links SIM2s to malignant pleural mesothelioma.	Bioinformatics	2012	DBLP DOI BibTeX RDF
1	Seppo Virtanen, Arto Klami, Suleiman Khan, Samuel Kaski	Bayesian Group Factor Analysis.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Leo Lahti, Juha E. A. Knuuttila, Samuel Kaski	Global modeling of transcriptional responses in interaction networks	CoRR	2012	DBLP BibTeX RDF
1	Arto Klami, Seppo Virtanen, Samuel Kaski	Bayesian exponential family projections for coupled data sources	CoRR	2012	DBLP BibTeX RDF
1	Jaakko Peltonen, Tapani Raiko, Samuel Kaski	Machine learning for signal processing 2010.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Samuel Kaski, Jaakko Peltonen	Dimensionality Reduction for Data Visualization [Applications Corner].	IEEE Signal Process. Mag.	2011	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Samuel Kaski	Generative Modeling for Maximizing Precision and Recall in Information Visualization.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	S. V. N. Vishwanathan, Samuel Kaski, Jennifer Neville, Stefan Wrobel	Introduction to the special issue on mining and learning with graphs.	Machine Learning	2011	DBLP DOI BibTeX RDF
1	Marko Sysi-Aho, Andrey Ermolov, Peddinti V. Gopalacharyulu, Abhishek Tripathi, Tuulikki Seppänen-Laakso, Johanna Maukonen, Ismo Mattila, Suvi T. Ruohonen, Laura Vähätalo, Laxman Yetukuri, Taina Härkönen, Erno Lindfors, Janne Nikkilä, Jorma Ilonen, Olli Simell, Maria Saarela, Mikael Knip, Samuel Kaski, Eriika Savontaus, Matej Oresic	Metabolic Regulation in Progression to Autoimmune Diabetes.	PLoS Computational Biology	2011	DBLP DOI BibTeX RDF
1	Abhishek Tripathi, Arto Klami, Matej Oresic, Samuel Kaski	Matching samples of multiple views.	Data Min. Knowl. Discov.	2011	DBLP DOI BibTeX RDF
1	Leo Lahti, Laura Elo, Tero Aittokallio, Samuel Kaski	RPA: Probabilistic analysis of probe performance and robust summarization	CoRR	2011	DBLP BibTeX RDF
1	Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, Timo Tossavainen	An augmented reality interface to contextual information.	Virtual Reality	2011	DBLP DOI BibTeX RDF
1	Leo Lahti, Laura Elo, Tero Aittokallio, Samuel Kaski	Probabilistic Analysis of Probe Reliability in Differential Gene Expression Studies with Short Oligonucleotide Arrays.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Gayle Leen, Jaakko Peltonen, Samuel Kaski	Focused Multi-task Learning Using Gaussian Processes.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Antti Ajanki, Samuel Kaski	Probabilistic Proactive Timeline Browser.	ICANN	2011	DBLP DOI BibTeX RDF
1	Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski (eds.)	Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I	ICANN	2011	DBLP DOI BibTeX RDF
1	Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski (eds.)	Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II	ICANN	2011	DBLP DOI BibTeX RDF
1	Tommi Suvitaival, Ilkka Huopaniemi, Matej Oresic, Samuel Kaski	Cross-Species Translation of Multi-way Biomarkers.	ICANN	2011	DBLP DOI BibTeX RDF
1	Mehmet Gönen, Melih Kandemir, Samuel Kaski	Multitask Learning Using Regularized Multiple Kernel Learning.	ICONIP	2011	DBLP DOI BibTeX RDF
1	Seppo Virtanen, Arto Klami, Samuel Kaski	Bayesian CCA via Group Sparsity.	ICML	2011	DBLP BibTeX RDF
1	Leo Lahti, Juha E. A. Knuuttila, Samuel Kaski	Global modeling of transcriptional responses in interaction networks.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic, Samuel Kaski	Multivariate multi-way analysis of multi-source data.	Bioinformatics [ISMB]	2010	DBLP DOI BibTeX RDF
1	Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Helena Aidos, Samuel Kaski	Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization.	Journal of Machine Learning Research	2010	DBLP DOI BibTeX RDF
1	Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor	Pinview: Implicit Feedback in Content-Based Image Retrieval.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Simon Rogers, Arto Klami, Janne Sinkkonen, Mark Girolami, Samuel Kaski	Infinite factorization of multiple non-parametric views.	Machine Learning	2010	DBLP BibTeX RDF
1	Jaakko Peltonen, Yusuf Yaslan, Samuel Kaski	Relevant subtask learning by constrained mixture models.	Intell. Data Anal.	2010	DBLP DOI BibTeX RDF
1	Samuel Kaski	Self-Organizing Maps.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Samuel Kaski	Three Paths to Relevance.	Brain-Inspired Information Technology	2010	DBLP DOI BibTeX RDF
1	Jaakko Viinikanoja, Arto Klami, Samuel Kaski	Variational Bayesian Mixture of Robust CCA Models.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Ilkka Huopaniemi, Tommi Suvitaival, Matej Oresic, Samuel Kaski	Graphical Multi-way Models.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma, Samuel Kaski	An information retrieval perspective on visualization of gene expression data with ontological annotation.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Melih Kandemir, Veli-Matti Saarinen, Samuel Kaski	Inferring object relevance from gaze in dynamic scenes.	ETRA	2010	DBLP DOI BibTeX RDF	ordinal logistic regression, machine learning, information retrieval, augmented reality, intelligent user interfaces, gaze tracking
1	Arto Klami, Seppo Virtanen, Samuel Kaski	Bayesian exponential family projections for coupled data sources.	UAI	2010	DBLP BibTeX RDF
1	José Caldas, Samuel Kaski	Hierarchical Generative Biclustering for MicroRNA Expression Analysis.	RECOMB	2010	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Jarkko Venna, Samuel Kaski	Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Antti Ajanki, David R. Hardoon, Samuel Kaski, Kai Puolamäki, John Shawe-Taylor	Can eyes reveal interest? Implicit queries from gaze patterns.	User Model. User-Adapt. Interact.	2009	DBLP DOI BibTeX RDF	Machine learning, Information retrieval, Support vector machines, Eye movements, Implicit relevance feedback
1	José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma, Samuel Kaski	Probabilistic retrieval and visualization of biologically relevant microarray experiments.	BMC Bioinformatics	2009	DBLP BibTeX RDF
1	José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma, Samuel Kaski	Probabilistic retrieval and visualization of biologically relevant microarray experiments.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Eerika Savia, Kai Puolamäki, Samuel Kaski	Latent grouping models for user preference prediction.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic, Samuel Kaski	Two-way analysis of high-dimensional collinear data.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF
1	Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Oresic, Samuel Kaski	Two-Way Analysis of High-Dimensional Collinear Data.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	multi-way analysis, factor analysis, hierarchical model, ANOVA, small sample-size, metabolomics
1	Jaakko Peltonen, Helena Aidos, Samuel Kaski	Supervised nonlinear dimensionality reduction by Neighbor Retrieval.	ICASSP	2009	DBLP DOI BibTeX RDF
1	Eerika Savia, Arto Klami, Samuel Kaski	Fast dependent components for fMRI analysis.	ICASSP	2009	DBLP DOI BibTeX RDF
1	Abhishek Tripathi, Arto Klami, Samuel Kaski	Using dependencies to pair samples for multi-view learning.	ICASSP	2009	DBLP DOI BibTeX RDF
1	László Kozma, Arto Klami, Samuel Kaski	GaZIR: gaze-based zooming interface for image retrieval.	ICMI	2009	DBLP DOI BibTeX RDF	gaze-based interface, image retrieval, implicit feedback, zooming interface
1	Gayle Leen, David R. Hardoon, Samuel Kaski	Automatic Choice of Control Measurements.	ACML	2009	DBLP DOI BibTeX RDF
1	Kai Puolamäki, Samuel Kaski	Bayesian Solutions to the Label Switching Problem.	IDA	2009	DBLP DOI BibTeX RDF
1	Eerika Savia, Kai Puolamäki, Samuel Kaski	Two-Way Grouping by One-Way Topic Models.	IDA	2009	DBLP DOI BibTeX RDF
1	Abhishek Tripathi, Arto Klami, Samuel Kaski	Simple integrative preprocessing preserves what is shared in data sources.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Arto Klami, Samuel Kaski	Probabilistic approach to detecting dependencies between data sets.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Keisuke Yamazaki, Samuel Kaski	An Analysis of Generalization Error in Relevant Subtask Learning.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Arto Klami, Craig Saunders, Teófilo Emídio de Campos, Samuel Kaski	Can relevance of images be inferred from eye movements?	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	image retrieval, eye movements, relevance, implicit feedback
1	Kai Puolamäki, Antti Ajanki, Samuel Kaski	Learning to learn implicit queries from gaze patterns.	ICML	2008	DBLP DOI BibTeX RDF
1	Merja Oja, Jaakko Peltonen, Jonas Blomberg, Samuel Kaski	Methods for estimating human endogenous retrovirus activities from EST databases.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Samuel Kaski, Juho Rousu, Esko Ukkonen	Probabilistic modeling and machine learning in structural and systems biology.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	David R. Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki, Samuel Kaski	Information Retrieval by Inferring Implicit Queries from Eye Movements.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Jarkko Venna, Samuel Kaski	Nonlinear Dimensionality Reduction as Information Retrieval.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Jarkko Venna, Samuel Kaski	Comparison of visualization methods for an atlas of gene expression data sets.	Information Visualization	2007	DBLP DOI BibTeX RDF
1	Samuel Kaski, Jaakko Peltonen	Learning from Relevant Tasks Only.	ECML	2007	DBLP DOI BibTeX RDF	relevant subtask learning, multi-task learning
1	Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário, Samuel Kaski	Functional elements and networks in fMRI.	ESANN	2007	DBLP BibTeX RDF
1	Arto Klami, Samuel Kaski	Local dependent components.	ICML	2007	DBLP DOI BibTeX RDF
1	Janne Sinkkonen, Janne Aukia, Samuel Kaski	Inferring Vertex Properties from Topology in Large Networks.	MLG	2007	DBLP BibTeX RDF
1	Jarkko Venna, Samuel Kaski	Local multidimensional scaling.	Neural Networks	2006	DBLP DOI BibTeX RDF
1	Jarkko Venna, Samuel Kaski	Visualizing gene interaction graphs with local multidimensional scaling.	ESANN	2006	DBLP BibTeX RDF
1	Udo Seiffert, Barbara Hammer, Samuel Kaski, Thomas Villmann	Neural networks and machine learning in bioinformatics - theory and applications.	ESANN	2006	DBLP BibTeX RDF
1	Merja Oja, Göran O. Sperber, Jonas Blomberg, Samuel Kaski	Self-organizing map-based discovery and visualization of human endogenous retroviral sequence groups.	Int. J. Neural Syst.	2005	DBLP DOI BibTeX RDF
1	Janne Nikkilä, Christophe Roos, Eerika Savia, Samuel Kaski	Exploratory modeling of yeast stress response and its regulation with gcca and associative clustering.	Int. J. Neural Syst.	2005	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Samuel Kaski	Discriminative components of data.	IEEE Transactions on Neural Networks	2005	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Nikkilä, Janne Sinkkonen, Leo Lahti, Juha E. A. Knuuttila, Christophe Roos	Associative Clustering for Exploring Dependencies between Functional Genomics Data Sets.	IEEE/ACM Trans. Comput. Biology Bioinform.	2005	DBLP DOI BibTeX RDF	contingency table analysis, clustering, machine learning, Biology and genetics, multivariate statistics
1	Samuel Kaski, Janne Sinkkonen, Arto Klami	Discriminative clustering.	Neurocomputing	2005	DBLP DOI BibTeX RDF
1	Jarkko Salojärvi, Kai Puolamäki, Samuel Kaski	Implicit Relevance Feedback from Eye Movements.	ICANN	2005	DBLP DOI BibTeX RDF
1	Jarkko Salojärvi, Kai Puolamäki, Samuel Kaski	On Discriminative Joint Density Modeling.	ECML	2005	DBLP DOI BibTeX RDF
1	Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola, Samuel Kaski	Combining eye movements and collaborative filtering for proactive information retrieval.	SIGIR	2005	DBLP DOI BibTeX RDF	proactive information retrieval, hidden Markov model, collaborative filtering, relevance feedback, mixture model, eye movements, latent variable model
1	Jarkko Salojärvi, Kai Puolamäki, Samuel Kaski	Expectation maximization algorithms for conditional likelihoods.	ICML	2005	DBLP DOI BibTeX RDF
1	Eerika Savia, Kai Puolamäki, Janne Sinkkonen, Samuel Kaski	Two-Way Latent Grouping Model for User Preference Prediction.	UAI	2005	DBLP BibTeX RDF
1	Krista Lagus, Samuel Kaski, Teuvo Kohonen	Mining massive document collections by the WEBSOM method.	Inf. Sci.	2004	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Arto Klami, Samuel Kaski	Improved learning of Riemannian metrics for exploratory analysis.	Neural Networks	2004	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Sinkkonen	Principle of Learning Metrics for Exploratory Data Analysis.	VLSI Signal Processing	2004	DBLP DOI BibTeX RDF	discriminative clustering, Fisher information matrix, information metric, Hebbian learning metrics, exploratory data analysis
1	Janne Sinkkonen, Janne Nikkilä, Leo Lahti, Samuel Kaski	Associative Clustering.	ECML	2004	DBLP DOI BibTeX RDF
1	Janne Nikkilä, Christophe Roos, Samuel Kaski	Exploring Dependencies Between Yeast Stress Genes and Their Regulators.	IDEAL	2004	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Janne Sinkkonen, Samuel Kaski	Sequential information bottleneck for finite data.	ICML	2004	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Nikkilä, Merja Oja, Jarkko Venna, Petri Törönen, Eero Castrén	Trustworthiness and metrics in visualizing similarity of gene expression.	BMC Bioinformatics	2003	DBLP DOI BibTeX RDF
1	Jarkko Venna, Samuel Kaski, Jaakko Peltonen	Visualizations for Assessing Convergence and Mixing of MCMC.	ECML	2003	DBLP DOI BibTeX RDF
1	Samuel Kaski, Jaakko Peltonen	Informative Discriminant Analysis.	ICML	2003	DBLP BibTeX RDF
1	Janne Nikkilä, Petri Törönen, Samuel Kaski, Jarkko Venna, Eero Castrén, Garry Wong	Analysis and visualization of gene expression data using Self-Organizing Maps.	Neural Networks	2002	DBLP DOI BibTeX RDF
1	Janne Sinkkonen, Samuel Kaski	Clustering Based on Conditional Distributions in an Auxiliary Space.	Neural Computation	2002	DBLP DOI BibTeX RDF
1	Ville Ollikainen, Christer Bäckström, Samuel Kaski	Electronic editor: automatic content-based sequential compilation of newspaper articles.	Neurocomputing	2002	DBLP DOI BibTeX RDF
1	Jaakko Peltonen, Arto Klami, Samuel Kaski	Learning More Accurate Metrics for Self-Organizing Maps.	ICANN	2002	DBLP DOI BibTeX RDF
1	Janne Sinkkonen, Samuel Kaski, Janne Nikkilä	Discriminative Clustering: Optimal Contingency Tables by Learning Metrics.	ECML	2002	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen	Bankruptcy analysis with self-organizing maps in learning metrics.	IEEE Transactions on Neural Networks	2001	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen	Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics.	DaWaK	2001	DBLP DOI BibTeX RDF
1	Jarkko Venna, Samuel Kaski	Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study.	ICANN	2001	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Sinkkonen, Janne Nikkilä	Clustering Gene Expression Data by Mutual Information with Gene Function.	ICANN	2001	DBLP DOI BibTeX RDF
1	Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela	Self organization of a massive document collection.	IEEE Trans. Neural Netw. Learning Syst.	2000	DBLP DOI BibTeX RDF
1	Janne Sinkkonen, Samuel Kaski	Clustering by Similarity in an Auxiliary Space.	IDEAL	2000	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Sinkkonen	Metrics that Learn Relevance.	IJCNN	2000	DBLP DOI BibTeX RDF
1	Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen	Websom for Textual Data Mining.	Artif. Intell. Rev.	1999	DBLP DOI BibTeX RDF
1	Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen	WEBSOM - Self-organizing maps of document collections.	Neurocomputing	1998	DBLP DOI BibTeX RDF
1	Samuel Kaski, Janne Nikkilä, Teuvo Kohonen	Methods for interpreting a self-organized map in data analysis.	ESANN	1998	DBLP BibTeX RDF
1	Teuvo Kohonen, Samuel Kaski, Harri Lappalainen	Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOM.	Neural Computation	1997	DBLP DOI BibTeX RDF

Publications of "Samuel Kaski" ( http://dblp.L3S.de/Authors/Samuel_Kaski )