Mannila, Heikki

13 publications

ECML-PKDD 2025 Sample and Expand: Discovering Low-Rank Submatrices with Quality Guarantees Martino Ciaperoni, Aristides Gionis, Heikki Mannila

ECML-PKDD 2011 A Shapley Value Approach for Influence Attribution Panagiotis Papapetrou, Aristides Gionis, Heikki Mannila

ECML-PKDD 2011 Analyzing Word Frequencies in Large Text Corpora Using Inter-Arrival Times and Bootstrapping Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila

ECML-PKDD 2011 Permutation Structure in 0-1 Data Heikki Mannila

ECML-PKDD 2009 Applying Electromagnetic Field Theory Concepts to Clustering with Constraints Huseyin Hakkoymaz, Georgios Chatzimilioudis, Dimitrios Gunopulos, Heikki Mannila

ALT 2008 Finding Total and Partial Orders from Data for Seriation Heikki Mannila

ALT 2004 Hidden Markov Modelling Techniques for Haplotype Analysis Mikko Koivisto, Teemu Kivioja, Heikki Mannila, Pasi Rastas, Esko Ukkonen

ECML-PKDD 2002 Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings Tapio Elomaa, Heikki Mannila, Hannu Toivonen

ECML-PKDD 2001 Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining Heikki Mannila

UAI 2000 Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets Dmitry Pavlov, Heikki Mannila, Padhraic Smyth

ICML 1996 Data Mining and Machine Learning (Abstract) Heikki Mannila

ECML-PKDD 1994 An ALgorithm for Learning Hierarchical Classifiers Jyrki Kivinen, Heikki Mannila, Esko Ukkonen, Jaak Vilo

COLT 1992 Learning Hierarchical Rule Sets Jyrki Kivinen, Heikki Mannila, Esko Ukkonen