Kai Puolamäki
Professor, Professor of Practice at Aalto University School of Business
Schools
- Aalto University School of Business
Links
Biography
Aalto University School of Business
Peer-reviewed scientific articles
Journal article-refereed, Original researchSignificance testing of word frequencies in corpora
Lijffijt, Jefrey; Nevalainen, Terttu; Säily, Tanja; Papapetrou, Panagiotis; Puolamäki, Kai; Mannila, Heikki2016 in Digital Scholarship in the Humanities (Oxford University Press)ISSN: 2055-7671Confidence bands for time series data
Korpela, Jussi; Puolamäki, Kai; Gionis, Aristides2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Size matters: choosing the most informative set of window lengths for mining patterns in event sequences
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810A statistical significance testing approach to mining the most informative set of patterns
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810Sound sample detection and numerosity estimation using auditory display
Gamper, Hannes; Dicke, Christina; Billinghurst, Mark; Puolamäki, Kai2013 in ACM TRANSACTIONS ON APPLIED PERCEPTION (Association for Computing Machinery (ACM))ISSN: 1544-3558Exploring the mammalian sensory space Co-operations and trade-offs among senses
Nummela, Sirpa; Pihlström, Henry; Puolamäki, Kai; Fortelius, Mikael; Hemilä, Simo; Reuter, Tom2013 in JOURNAL OF COMPARATIVE PHYSIOLOGY A: NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY (Springer Verlag)ISSN: 0340-7594Neogene Aridification of the Northern Hemisphere
Eronen, Jussi T.; Fortelius, M.; Portmann, F.T.; Puolamäki, K.; Janis, Christine M.2012 in GEOLOGY (Geological Society of America)ISSN: 0091-7613Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present
Liu, Liping; Puolamäki, Kai; Eronen, Jussi T.; Ataabadi, Majid M.; Hernesniemi, Elina; Fortelius, Mikael2012 in PROCEEDINGS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES (Royal Society of London)ISSN: 0962-8452An Augmented Reality Interface to Contextual Information
Ajanki, Antti; Billinghurst, Mark; Gamper, Hannes; Järvenpää, Toni; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Ruokolainen, Teemu; Tossavainen, Timo2011 in VIRTUAL REALITY (Springer London)ISSN: 1359-4338The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds
Eronen, Jussi T.; Puolamäki, Kai; Heikinheimo, Hannes; Lokki, Heikki; Venäläinen, Ari; Mannila, Heikki; Fortelius, Mikael2011 in ANNALES ZOOLOGICI FENNICI (Finnish Zoological and Botanical Publishing Board)ISSN: 0003-455XCorrelations and Co-Occurrences of Taxa: the Role of Temporal, Geographic and Taxonomic Restrictions
Kallio, Aleksi; Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki2011 in PALAEONTOLOGIA ELECTRONICA (Texas A & M University)ISSN: 1935-3952Precipitation and large herbivorous mammals, part I: Estimates from present-day communities
Eronen, J.T.; Puolamäki, K.; Liu, L.; Lintulaakso, K.; Damuth, J.; Janis, C.; Fortelius, M.2010 in EVOLUTIONARY ECOLOGY (Springer Netherlands)ISSN: 0269-7653Precipitation and large herbivorous mammals, part II: Application to fossil data
Eronen, J.T.; Puolamäki, K.; Liu, L.; Lintulaakso, K.; Damuth, J.; Janis, C.; Fortelius, M.2010 in EVOLUTIONARY ECOLOGY (Springer Netherlands)ISSN: 0269-7653Can Eyes Reveal Interest?-Implicit Queries from Gaze Patterns
Ajanki, Antti; Hardoon, David R.; Kaski, Samuel; Puolamäki, Kai; Shawe-Taylor, John2009 in User Modeling and User-Adapted Interaction: The Journal of Personalization Research (Springer Netherlands)Latent Grouping Models for User Preference Prediction
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel2009 in MACHINE LEARNING (Springer Netherlands)A Randomized Approximation Algorithm for Computing Bucket Orders
Ukkonen, Antti; Puolamäki, Kai; Gionis, Aristides; Mannila, Heikki2009 in INFORMATION PROCESSING LETTERS (Elsevier)An approximation ratio for biclustering
Puolamäki, Kai; Hanhijärvi, Sami; Garriga, Gemma C.2008 in INFORMATION PROCESSING LETTERS (Elsevier)Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods
Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki2006 in PLOS COMPUTATIONAL BIOLOGY (Public Library of Science)Review article, Literature review, Systematic reviewEvolution of neogene mammals in Eurasia Environmental forcing and biotic interactions
Fortelius, Mikael; Eronen, Jussi T.; Kaya, Ferhat; Tang, Hui; Raia, Pasquale; Puolamäki, Kai2014 in ANNUAL REVIEW OF EARTH AND PLANETARY SCIENCES (Annual Reviews Inc.)ISSN: 0084-6597Conference proceedingsSize Matters: Finding the Most Informative Set of Window Lengths
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai2012 ISBN: 978-3-642-33485-6ISSN: 0302-9743Analyzing Word Frequencies in Large Text Corpora using Inter-arrival Times and Bootstrapping
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai; Mannila, Heikki2011 ISBN: 978-3-642-23783-6ISSN: 0302-9743Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo2010 Contextual Information Access with Augmented Reality
Ajanki, Antti; Billinghurst, Mark; Järvenpää, Toni; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Ruokolainen, Teemu; Tossavainen, Timo2010 Canonical analysis of individual vocabulary profiling data
Lokki, Tapio; Puolamäki, Kai2010 Visually Controllable Data Mining Methods
Puolamäki, Kai; Papapetrou, Panagiotis; Lijffijt, Jefrey2010 Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining
Hanhijärvi, Sami; Ojala, Markus; Vuokko, Niko; Puolamäki, Kai; Tatti, Nikolaj; Mannila, Heikki2009 Randomization Techniques for Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai2009 Bayesian Solutions to the Label Switching Problem
Puolamäki, Kai; Kaski, Samuel2009 Two-Way Grouping by One-Way Topic Models
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel2009 Randomization Techniques for Statistical Significance Testing on Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai2008 Learning to learn implicit queries from gaze patterns
Puolamäki, Kai; Ajanki, Antti; Kaski, Samuel2008 Macadamia: Master's Programme in Machine Learning and Data Mining
Raiko, Tapani; Puolamäki, Kai; Karhunen, Juha; Hollmén, Jaakko; Honkela, Antti; Kaski, Samuel; Mannila, Heikki; Oja, Erkki; Simula, Olli2008 Information Retrieval by Inferring Implicit Queries from Eye Movements
Hardoon, David R.; Shawe-Taylor, John; Ajanki, Antti; Puolamäki, Kai; Kaski, Samuel2007 Algorithms for Discovering Bucket Orders from Data
Gionis, Aristides; Mannila, Heikki; Puolamäki, Kai; Ukkonen, Antti2006 Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval
Puolamäki, K.; Salojärvi, J.; Savia, Eerika; Simola, Jaana; Kaski, S.2005 Implicit Relevance Feedback From Eye Movements
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Expectation Maximization Algorithms for Conditional Likelihoods
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 On Discriminative Joint Density Modeling
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Two-Way Latent Grouping Model for User Preference Prediction
Savia, E.; Puolamäki, K.; Sinkkonen, J.; Kaski, S.2005 Relevance Feedback from Eye Movements for Proactive Information Retrieval
Salojärvi, J.; Puolamäki, K.; Kaski, S.2004 Non-refereed scientific articles
Book sectionData Mining
Puolamäki, Kai; Therón, Roberto; Huisman, Otto; Johansson, Jimmy; Miksch, Silvia; Papapetrou, Panagiotis; Rinzivillo, Salvo2010 Scientific books (monographs)
Book (editor)Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery
Puolamäki, Kai2009 Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling
Puolamäki, Kai; Kaski, Samuel2006 ISBN: 951-22-8219-4Publications intended for professional communities
Published development or research reportRe: Know Ecosystem Plan
Lehtiniemi, Tuukka; Poikola, Antti; Kuikkaniemi, Kai; Floréen, Patrik; Turpeinen, Marko; Cowley, Ben; Lukander, Kristian; Puolamäki, Kai2015 The Smallest Set of Constraints that Explains the Data: a Randomization Approach
Lijffijt, Jefrey; Papapetrou, Panagiotis; Vuokko, Niko; Puolamäki, Kai2010 Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo2009 Multiple Hypothesis Testing in Pattern Discovery
Hanhijärvi, Sami; Puolamäki, Kai; Garriga, Gemma C.2009 Visual Analytics.Final Report
Järvinen, Paula; Puolamäki, Kai; Siltanen, Pekka; Ylikerälä, Markus2009 On Two-Way Grouping by One-Way Topic Models
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel2009 Bayesian Solutions to the Label Switching Problem
Puolamäki, Kai; Kaski, Samuel2008 An Approximation Ratio for Biclustering
Puolamäki, Kai; Hanhijärvi, Sami; Garriga, Gemma C.2007 Discriminative MCMC
Puolamäki, Kai; Salojärvi, Jarkko; Savia, Eerika; Kaski, Samuel2006 Expectation Maximization Algorithms for Conditional Likelihoods
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Inferring Relevance from Eye Movements: Feature Extraction
Salojärvi, Jarkko; Puolamäki, Kai; Simola, Jaana; Kovanen, L.; Kojo, Ilpo; Kaski, Samuel2005 Two-Way Latent Grouping Model for User Preference Prediction
Puolamäki, K.; Savia, E.; Sinkkonen, J.; Kaski, S.2004 Relevance Feedback from Eye Movements for Proactive Information Retrieval
Salojärvi, Jarkko; Puolamäki, K.; Kaski, S.2003 Audiovisual material, ICT software
ICT programs or applicationsSeriation in paleontological data using Markov chain Monte Carlo methods
Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki2006
Significance testing of word frequencies in corpora
Lijffijt, Jefrey; Nevalainen, Terttu; Säily, Tanja; Papapetrou, Panagiotis; Puolamäki, Kai; Mannila, Heikki
2016 in Digital Scholarship in the Humanities (Oxford University Press)ISSN: 2055-7671
Confidence bands for time series data
Korpela, Jussi; Puolamäki, Kai; Gionis, Aristides
2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Size matters: choosing the most informative set of window lengths for mining patterns in event sequences
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
A statistical significance testing approach to mining the most informative set of patterns
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
2014 in DATA MINING AND KNOWLEDGE DISCOVERY (SPRINGER)ISSN: 1384-5810
Sound sample detection and numerosity estimation using auditory display
Gamper, Hannes; Dicke, Christina; Billinghurst, Mark; Puolamäki, Kai
2013 in ACM TRANSACTIONS ON APPLIED PERCEPTION (Association for Computing Machinery (ACM))ISSN: 1544-3558
Exploring the mammalian sensory space Co-operations and trade-offs among senses
Nummela, Sirpa; Pihlström, Henry; Puolamäki, Kai; Fortelius, Mikael; Hemilä, Simo; Reuter, Tom
2013 in JOURNAL OF COMPARATIVE PHYSIOLOGY A: NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY (Springer Verlag)ISSN: 0340-7594
Neogene Aridification of the Northern Hemisphere
Eronen, Jussi T.; Fortelius, M.; Portmann, F.T.; Puolamäki, K.; Janis, Christine M.
2012 in GEOLOGY (Geological Society of America)ISSN: 0091-7613
Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present
Liu, Liping; Puolamäki, Kai; Eronen, Jussi T.; Ataabadi, Majid M.; Hernesniemi, Elina; Fortelius, Mikael
2012 in PROCEEDINGS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES (Royal Society of London)ISSN: 0962-8452
An Augmented Reality Interface to Contextual Information
Ajanki, Antti; Billinghurst, Mark; Gamper, Hannes; Järvenpää, Toni; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Ruokolainen, Teemu; Tossavainen, Timo
2011 in VIRTUAL REALITY (Springer London)ISSN: 1359-4338
The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds
Eronen, Jussi T.; Puolamäki, Kai; Heikinheimo, Hannes; Lokki, Heikki; Venäläinen, Ari; Mannila, Heikki; Fortelius, Mikael
2011 in ANNALES ZOOLOGICI FENNICI (Finnish Zoological and Botanical Publishing Board)ISSN: 0003-455X
Correlations and Co-Occurrences of Taxa: the Role of Temporal, Geographic and Taxonomic Restrictions
Kallio, Aleksi; Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki
2011 in PALAEONTOLOGIA ELECTRONICA (Texas A & M University)ISSN: 1935-3952
Precipitation and large herbivorous mammals, part I: Estimates from present-day communities
Eronen, J.T.; Puolamäki, K.; Liu, L.; Lintulaakso, K.; Damuth, J.; Janis, C.; Fortelius, M.
2010 in EVOLUTIONARY ECOLOGY (Springer Netherlands)ISSN: 0269-7653
Precipitation and large herbivorous mammals, part II: Application to fossil data
Eronen, J.T.; Puolamäki, K.; Liu, L.; Lintulaakso, K.; Damuth, J.; Janis, C.; Fortelius, M.
2010 in EVOLUTIONARY ECOLOGY (Springer Netherlands)ISSN: 0269-7653
Can Eyes Reveal Interest?-Implicit Queries from Gaze Patterns
Ajanki, Antti; Hardoon, David R.; Kaski, Samuel; Puolamäki, Kai; Shawe-Taylor, John
2009 in User Modeling and User-Adapted Interaction: The Journal of Personalization Research (Springer Netherlands)Latent Grouping Models for User Preference Prediction
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel
2009 in MACHINE LEARNING (Springer Netherlands)A Randomized Approximation Algorithm for Computing Bucket Orders
Ukkonen, Antti; Puolamäki, Kai; Gionis, Aristides; Mannila, Heikki
2009 in INFORMATION PROCESSING LETTERS (Elsevier)An approximation ratio for biclustering
Puolamäki, Kai; Hanhijärvi, Sami; Garriga, Gemma C.
2008 in INFORMATION PROCESSING LETTERS (Elsevier)Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods
Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki
2006 in PLOS COMPUTATIONAL BIOLOGY (Public Library of Science)Evolution of neogene mammals in Eurasia Environmental forcing and biotic interactions
Fortelius, Mikael; Eronen, Jussi T.; Kaya, Ferhat; Tang, Hui; Raia, Pasquale; Puolamäki, Kai
2014 in ANNUAL REVIEW OF EARTH AND PLANETARY SCIENCES (Annual Reviews Inc.)ISSN: 0084-6597
Conference proceedingsSize Matters: Finding the Most Informative Set of Window Lengths
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai2012 ISBN: 978-3-642-33485-6ISSN: 0302-9743Analyzing Word Frequencies in Large Text Corpora using Inter-arrival Times and Bootstrapping
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai; Mannila, Heikki2011 ISBN: 978-3-642-23783-6ISSN: 0302-9743Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo2010 Contextual Information Access with Augmented Reality
Ajanki, Antti; Billinghurst, Mark; Järvenpää, Toni; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Ruokolainen, Teemu; Tossavainen, Timo2010 Canonical analysis of individual vocabulary profiling data
Lokki, Tapio; Puolamäki, Kai2010 Visually Controllable Data Mining Methods
Puolamäki, Kai; Papapetrou, Panagiotis; Lijffijt, Jefrey2010 Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining
Hanhijärvi, Sami; Ojala, Markus; Vuokko, Niko; Puolamäki, Kai; Tatti, Nikolaj; Mannila, Heikki2009 Randomization Techniques for Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai2009 Bayesian Solutions to the Label Switching Problem
Puolamäki, Kai; Kaski, Samuel2009 Two-Way Grouping by One-Way Topic Models
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel2009 Randomization Techniques for Statistical Significance Testing on Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai2008 Learning to learn implicit queries from gaze patterns
Puolamäki, Kai; Ajanki, Antti; Kaski, Samuel2008 Macadamia: Master's Programme in Machine Learning and Data Mining
Raiko, Tapani; Puolamäki, Kai; Karhunen, Juha; Hollmén, Jaakko; Honkela, Antti; Kaski, Samuel; Mannila, Heikki; Oja, Erkki; Simula, Olli2008 Information Retrieval by Inferring Implicit Queries from Eye Movements
Hardoon, David R.; Shawe-Taylor, John; Ajanki, Antti; Puolamäki, Kai; Kaski, Samuel2007 Algorithms for Discovering Bucket Orders from Data
Gionis, Aristides; Mannila, Heikki; Puolamäki, Kai; Ukkonen, Antti2006 Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval
Puolamäki, K.; Salojärvi, J.; Savia, Eerika; Simola, Jaana; Kaski, S.2005 Implicit Relevance Feedback From Eye Movements
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Expectation Maximization Algorithms for Conditional Likelihoods
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 On Discriminative Joint Density Modeling
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Two-Way Latent Grouping Model for User Preference Prediction
Savia, E.; Puolamäki, K.; Sinkkonen, J.; Kaski, S.2005 Relevance Feedback from Eye Movements for Proactive Information Retrieval
Salojärvi, J.; Puolamäki, K.; Kaski, S.2004 Non-refereed scientific articles
Book sectionData Mining
Puolamäki, Kai; Therón, Roberto; Huisman, Otto; Johansson, Jimmy; Miksch, Silvia; Papapetrou, Panagiotis; Rinzivillo, Salvo2010 Scientific books (monographs)
Book (editor)Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery
Puolamäki, Kai2009 Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling
Puolamäki, Kai; Kaski, Samuel2006 ISBN: 951-22-8219-4Publications intended for professional communities
Published development or research reportRe: Know Ecosystem Plan
Lehtiniemi, Tuukka; Poikola, Antti; Kuikkaniemi, Kai; Floréen, Patrik; Turpeinen, Marko; Cowley, Ben; Lukander, Kristian; Puolamäki, Kai2015 The Smallest Set of Constraints that Explains the Data: a Randomization Approach
Lijffijt, Jefrey; Papapetrou, Panagiotis; Vuokko, Niko; Puolamäki, Kai2010 Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo2009 Multiple Hypothesis Testing in Pattern Discovery
Hanhijärvi, Sami; Puolamäki, Kai; Garriga, Gemma C.2009 Visual Analytics.Final Report
Järvinen, Paula; Puolamäki, Kai; Siltanen, Pekka; Ylikerälä, Markus2009 On Two-Way Grouping by One-Way Topic Models
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel2009 Bayesian Solutions to the Label Switching Problem
Puolamäki, Kai; Kaski, Samuel2008 An Approximation Ratio for Biclustering
Puolamäki, Kai; Hanhijärvi, Sami; Garriga, Gemma C.2007 Discriminative MCMC
Puolamäki, Kai; Salojärvi, Jarkko; Savia, Eerika; Kaski, Samuel2006 Expectation Maximization Algorithms for Conditional Likelihoods
Salojärvi, J.; Puolamäki, K.; Kaski, S.2005 Inferring Relevance from Eye Movements: Feature Extraction
Salojärvi, Jarkko; Puolamäki, Kai; Simola, Jaana; Kovanen, L.; Kojo, Ilpo; Kaski, Samuel2005 Two-Way Latent Grouping Model for User Preference Prediction
Puolamäki, K.; Savia, E.; Sinkkonen, J.; Kaski, S.2004 Relevance Feedback from Eye Movements for Proactive Information Retrieval
Salojärvi, Jarkko; Puolamäki, K.; Kaski, S.2003 Audiovisual material, ICT software
ICT programs or applicationsSeriation in paleontological data using Markov chain Monte Carlo methods
Puolamäki, Kai; Fortelius, Mikael; Mannila, Heikki2006
Size Matters: Finding the Most Informative Set of Window Lengths
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
2012 ISBN: 978-3-642-33485-6
ISSN: 0302-9743
Analyzing Word Frequencies in Large Text Corpora using Inter-arrival Times and Bootstrapping
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai; Mannila, Heikki
2011 ISBN: 978-3-642-23783-6
ISSN: 0302-9743
Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo
2010 Contextual Information Access with Augmented Reality
Ajanki, Antti; Billinghurst, Mark; Järvenpää, Toni; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Ruokolainen, Teemu; Tossavainen, Timo
2010 Canonical analysis of individual vocabulary profiling data
Lokki, Tapio; Puolamäki, Kai
2010 Visually Controllable Data Mining Methods
Puolamäki, Kai; Papapetrou, Panagiotis; Lijffijt, Jefrey
2010 Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining
Hanhijärvi, Sami; Ojala, Markus; Vuokko, Niko; Puolamäki, Kai; Tatti, Nikolaj; Mannila, Heikki
2009 Randomization Techniques for Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai
2009 Bayesian Solutions to the Label Switching Problem
Puolamäki, Kai; Kaski, Samuel
2009 Two-Way Grouping by One-Way Topic Models
Savia, Eerika; Puolamäki, Kai; Kaski, Samuel
2009 Randomization Techniques for Statistical Significance Testing on Graphs
Hanhijärvi, Sami; Garriga, Gemma C.; Puolamäki, Kai
2008 Learning to learn implicit queries from gaze patterns
Puolamäki, Kai; Ajanki, Antti; Kaski, Samuel
2008 Macadamia: Master's Programme in Machine Learning and Data Mining
Raiko, Tapani; Puolamäki, Kai; Karhunen, Juha; Hollmén, Jaakko; Honkela, Antti; Kaski, Samuel; Mannila, Heikki; Oja, Erkki; Simula, Olli
2008 Information Retrieval by Inferring Implicit Queries from Eye Movements
Hardoon, David R.; Shawe-Taylor, John; Ajanki, Antti; Puolamäki, Kai; Kaski, Samuel
2007 Algorithms for Discovering Bucket Orders from Data
Gionis, Aristides; Mannila, Heikki; Puolamäki, Kai; Ukkonen, Antti
2006 Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval
Puolamäki, K.; Salojärvi, J.; Savia, Eerika; Simola, Jaana; Kaski, S.
2005 Implicit Relevance Feedback From Eye Movements
Salojärvi, J.; Puolamäki, K.; Kaski, S.
2005 Expectation Maximization Algorithms for Conditional Likelihoods
Salojärvi, J.; Puolamäki, K.; Kaski, S.
2005 On Discriminative Joint Density Modeling
Salojärvi, J.; Puolamäki, K.; Kaski, S.
2005 Two-Way Latent Grouping Model for User Preference Prediction
Savia, E.; Puolamäki, K.; Sinkkonen, J.; Kaski, S.
2005 Relevance Feedback from Eye Movements for Proactive Information Retrieval
Salojärvi, J.; Puolamäki, K.; Kaski, S.
2004 Data Mining
Puolamäki, Kai; Therón, Roberto; Huisman, Otto; Johansson, Jimmy; Miksch, Silvia; Papapetrou, Panagiotis; Rinzivillo, Salvo
2010 Scientific books (monographs)
Book (editor)Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery
Puolamäki, Kai2009 Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling
Puolamäki, Kai; Kaski, Samuel2006 ISBN: 951-22-8219-4Publications intended for professional communities
Published development or research reportRe: Know Ecosystem Plan
Lehtiniemi, Tuukka; Poikola, Antti; Kuikkaniemi, Kai; Floréen, Patrik; Turpeinen, Marko; Cowley, Ben; Lukander, Kristian; Puolamäki, Kai2015 The Smallest Set of Constraints that Explains the Data: a Randomization Approach
Lijffijt, Jefrey; Papapetrou, Panagiotis; Vuokko, Niko; Puolamäki, Kai2010 Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation
Ajanki, Antti; Billinghurst, Mark; Kandemir, Melih; Kaski, Samuel; Koskela, Markus; Kurimo, Mikko; Laaksonen, Jorma; Puolamäki, Kai; Tossavainen, Timo2009 Multiple Hypothesis Testing in Pattern Discovery
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2006 ISBN: 951-22-8219-4
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2009 On Two-Way Grouping by One-Way Topic Models
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2006 Read about executive education
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