PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Kai Puolamäki

Click here to see user's record.

Number of EPrints submitted by this user: 22

Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling
Kai Puolamäki and Samuel Kaski, ed. (2006) Laboratory of Computer and Information Science , Otaniemi, Finland . ISBN 951-22-8219-4

Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods
Kai Puolamäki, Mikael Fortelius and Heikki Mannila
PLoS Computational Biology Volume 2, Number 2, e6, 2006.

Algorithms for Discovering Bucket Orders from Data
Aristides Gionis, Heikki Mannila, Kai Puolamäki and Antti Ukkonen
In: ACM SIGKDD 2006, 20-23 Aug 2006, Philadelphia, PA, USA.

An Approximation Ratio for Biclustering
Kai Puolamäki, Sami Hanhijärvi and Gemma Garriga
Information Processing Letters Volume 108, Number 2, pp. 45-49, 2008.

A randomized approximation algorithm for computing bucket orders
Antti Ukkonen, Kai Puolamäki, Aristides Gionis and Heikki Mannila
Information Processing Letters Volume 109, Number 7, pp. 356-359, 2009.

Latent grouping models for user preference prediction
Eerika Savia, Kai Puolamäki and Samuel Kaski
Machine Learning Volume 74, Number 1, pp. 75-109, 2009.

Macadamia: Master's programme in machine learning and data mining
Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmen, Antti Honkela, Heikki Mannila, Erkki Oja and Olli Simula
Macadamia: Master's programme in machine learning and data mining 2008.

Randomization techniques for statistical significance testing on graphs
Sami Hanhijärvi, Gemma Garriga and Kai Puolamäki
In: 6th International Workshop on Mining and Learning with Graphs (MLG '08), 4-5 July 2008, Helsinki, Finland.

Can eyes reveal interest? Implicit queries from gaze patterns
Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki and John Shawe-Taylor
User Modeling and User-Adapted Interaction Volume 19, Number 4, pp. 307-339, 2009.

Bayesian solutions to the label switching problem
Kai Puolamäki and Samuel Kaski
Advances in Intelligent Data Analysis VIII pp. 381-392, 2009.

Two-way grouping by one-way topic models
Eerika Savia, Kai Puolamäki and Samuel Kaski
Advances in Intelligent Data Analysis VIII pp. 178-189, 2009.

Tell me something I don't know: Randomization strategies for iterative data mining
Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti and Heikki Mannila
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '09) pp. 378-388, 2009.

Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery
Kai Puolamäki, ed. (2009) ACM .

Visual analytics. Final report.
Paula Järvinen, Kai Puolamäki, Pekka Siltanen and Markus Ylikerälä
(2009) Technical Report. VTT Technical Research Centre of Finland.

Correlations and co-occurrences of taxa: the role of temporal, geographic and taxonomic restrictions
Aleksi Kallio, Kai Puolamäki, Mikael Fortelius and Heikki Mannila
Palaeontologia Electronica Volume 14, Number 1, 2011.

Precipitation and large herbivorous mammals, part I: Estimates from present-day communities
J.T. Eronen, Kai Puolamäki, L. Liu, K. Lintulaaksi, J. Damuth, C. Janis and M. Fortelius
Evolutionary Ecology Research Volume 12, Number 2, pp. 217-233, 2010.

Precipitation and large herbivorous mammals, part II: Application to fossil data
J.T. Eronen, Kai Puolamäki, L. Liu, K. Lintulaakso, J. Damut, C. Janis and M. Fortelius
Evolutionary Ecology Research Volume 12, Number 2, pp. 235-248, 2010.

Visually controllable data mining methods
Kai Puolamäki, Panagiotis Papapetrou and Jefrey Lijffijt
In: IEEE ICDM Workshop on Visual Analytics and Knowledge Discovery — VAKD '10(2010).

Canonical analysis of individual vocabulary profiling data
Tapio Lokki and Kai Puolamäki
In: 2010 Second International Workshop on Quality of Multimedia Experience (QoMEX)(2010).

Data Mining
Kai Puolamäki, Alessio Bertone, Roberto Théron, Otto Huisman, Jimmy Johansson, Silvia Miksch, Panagiotis Papapetrou and Salvo Rinzivillo
In: Mastering the Information Age Solving Problems with Visual Analytics (2010) Eurographics Association , pp. 39-56.

The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds
Jussi T. Eronen, Kai Puolamäki, Hannes Heikinheimo, Heikki Lokki, Ari Venäläinen, Heikki Mannila and Mikael Fortelius
Annales Zoologici Fennici Volume 48, Number 5, pp. 257-274, 2011.

Sound sample detection and numerosity estimation using auditory display
Hannes Gamper, Christina Dicke, Mark Billinghurst and Kai Puolamäki
ACM Transactions on Applied Perception 2012.