Search results for "Heikki Mannila"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Aleksi Kallio, Niko Vuokko, Markus Ojala, Niina Haiminen, Heikki Mannila	Randomization techniques for assessing the significance of gene periodicity results.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Gemma C. Garriga, Esa Junttila, Heikki Mannila	Banded structure in binary matrices.	Knowl. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Heikki Mannila	Permutation Structure in 0-1 Data.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila	Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival Times and Bootstrapping.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Panagiotis Papapetrou, Aristides Gionis, Heikki Mannila	A Shapley Value Approach for Influence Attribution.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Jaakko Hollmén, Heikki Mannila (eds.)	Discovery Science - 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings	Discovery Science	2011	DBLP DOI BibTeX RDF
1	Niina Haiminen, Heikki Mannila	Evaluation of BIC and Cross Validation for model selection on sequence segmentations.	IJDMB	2010	DBLP DOI BibTeX RDF
1	Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila	Evaluating Query Result Significance in Databases via Randomizations.	SDM	2010	DBLP BibTeX RDF
1	Tapio Elomaa, Heikki Mannila, Pekka Orponen (eds.)	Algorithms and Applications, Essays Dedicated to Esko Ukkonen on the Occasion of His 60th Birthday	Algorithms and Applications	2010	DBLP BibTeX RDF
1	Panu Luosto, Jyrki Kivinen, Heikki Mannila	Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle.	Discovery Science	2010	DBLP DOI BibTeX RDF
1	Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopulos, Heikki Mannila	Finding effectors in social networks.	KDD	2010	DBLP DOI BibTeX RDF	social networks, graph algorithms, information propagation
1	Ella Bingham, Heikki Mannila	Complexity control in a mixture model by the Hardy-Weinberg equilibrium.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Muhammed Miah, Gautam Das, Vagelis Hristidis, Heikki Mannila	Determining Attributes to Maximize Visibility of Objects.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
1	Antti Ukkonen, Kai Puolamäki, Aristides Gionis, Heikki Mannila	A randomized approximation algorithm for computing bucket orders.	Inf. Process. Lett.	2009	DBLP DOI BibTeX RDF
1	Tomás Feder, Heikki Mannila, Evimaria Terzi	Approximating the Minimum Chain Completion problem.	Inf. Process. Lett.	2009	DBLP DOI BibTeX RDF
1	Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, Heikki Mannila	Randomization methods for assessing data analysis results on real-valued matrices.	Statistical Analysis and Data Mining	2009	DBLP DOI BibTeX RDF
1	Heikki Mannila, Dimitrios Gunopulos	ACM TKDD special issue ACM SIGKDD 2007 and ACM SIGKDD 2008.	TKDD	2009	DBLP DOI BibTeX RDF
1	Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila	Query Significance in Databases via Randomizations	CoRR	2009	DBLP BibTeX RDF
1	Huseyin Hakkoymaz, Georgios Chatzimilioudis, Dimitrios Gunopulos, Heikki Mannila	Applying Electromagnetic Field Theory Concepts to Clustering with Constraints.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	User Constraints, Electromagnetic Field Theory, Data Clustering
1	Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, Heikki Mannila	Low-Entropy Set Selection.	SDM	2009	DBLP BibTeX RDF
1	Heikki Mannila, Evimaria Terzi	Finding Links and Initiators: A Graph-Reconstruction Problem.	SDM	2009	DBLP BibTeX RDF
1	Heikki Mannila	Randomization Methods for Assessing the Significance of Data Mining Results.	ISMIS	2009	DBLP DOI BibTeX RDF
1	Heikki Mannila	Randomization methods in data mining.	KDD	2009	DBLP DOI BibTeX RDF	empirical p-value, null model, data mining, randomization
1	Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti, Heikki Mannila	Tell me something I don't know: randomization strategies for iterative data mining.	KDD	2009	DBLP DOI BibTeX RDF	inverse frequent set mining, matrix randomization, statistical significance
1	Kai Puolamäki, Heikki Mannila, Alessio Bertone, Silvia Miksch (eds.)	Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, Paris, France, June 28, 2009	KDD Workshop on Visual Analytics and Knowledge Discovery	2009	DBLP BibTeX RDF
1	Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila	The Discrete Basis Problem.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF
1	Niina Haiminen, Heikki Mannila, Evimaria Terzi	Determining significance of pairwise co-occurrences of events in bursty sequences.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Robert Gwadera, Aristides Gionis, Heikki Mannila	Optimal segmentation using tree models.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Sequence segmentation, DNA segmentation, Sequence data mining, MDL
1	Heikki Mannila, Evimaria Terzi	Finding links and initiators: a graph reconstruction problem	CoRR	2008	DBLP BibTeX RDF
1	Bart Goethals, Wim Le Page, Heikki Mannila	Mining Association Rules of Simple Conjunctive Queries.	SDM	2008	DBLP BibTeX RDF
1	Arianna Gallo, Pauli Miettinen, Heikki Mannila	Finding Subgroups having Several Descriptions: Algorithms for Redescription Mining.	SDM	2008	DBLP BibTeX RDF
1	Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, Heikki Mannila	Randomization of real-valued matrices for assessing the significance of data mining results.	SDM	2008	DBLP BibTeX RDF
1	Muhammed Miah, Gautam Das, Vagelis Hristidis, Heikki Mannila	Standing Out in a Crowd: Selecting Attributes for Maximum Visibility.	ICDE	2008	DBLP DOI BibTeX RDF
1	Heikki Mannila	Finding Total and Partial Orders from Data for Seriation.	ALT	2008	DBLP DOI BibTeX RDF
1	Heikki Mannila	Finding Total and Partial Orders from Data for Seriation.	Discovery Science	2008	DBLP DOI BibTeX RDF
1	Gemma C. Garriga, Antti Ukkonen, Heikki Mannila	Feature Selection in Taxonomies with Applications to Paleontology.	Discovery Science	2008	DBLP DOI BibTeX RDF
1	Heikki Mannila	Randomization Techniques for Data Mining Methods.	ADBIS (local proceedings)	2008	DBLP BibTeX RDF
1	Heikki Mannila	Randomization Techniques for Data Mining Methods.	ADBIS	2008	DBLP DOI BibTeX RDF
1	Gemma C. Garriga, Esa Junttila, Heikki Mannila	Banded structure in binary matrices.	KDD	2008	DBLP DOI BibTeX RDF	0-1 data, consecutive ones property, banded matrices
1	Niina Haiminen, Heikki Mannila, Evimaria Terzi	Comparing segmentations by applying randomization techniques.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Niels Landwehr, Taneli Mielikäinen, Lauri Eronen, Hannu Toivonen, Heikki Mannila	Constrained hidden Markov models for population-based haplotyping.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas	Clustering aggregation.	TKDD	2007	DBLP DOI BibTeX RDF	clustering aggregation, clustering categorical data, Data clustering, correlation clustering
1	Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas	Assessing data mining results via swap randomization.	TKDD	2007	DBLP DOI BibTeX RDF	0-1 data, randomization tests, swaps, Significance testing
1	Alexander Hinneburg, Heikki Mannila, Samuli Kaislaniemi, Terttu Nevalainen, Helena Raumolin-Brunberg	How to Handle Small Samples: Bootstrap and Bayesian Methods in the Analysis of Linguistic Change.	LLC	2007	DBLP DOI BibTeX RDF
1	Antti Ukkonen, Heikki Mannila	Finding Outlying Items in Sets of Partial Rankings.	PKDD	2007	DBLP DOI BibTeX RDF
1	Arjun Dasgupta, Gautam Das, Heikki Mannila	A random walk approach to sampling hidden databases.	SIGMOD Conference	2007	DBLP DOI BibTeX RDF	top-k interfaces, sampling, random walk, hidden databases
1	Saara Hyvönen, Aristides Gionis, Heikki Mannila	Recurrent Predictive Models for Sequence Segmentation.	IDA	2007	DBLP DOI BibTeX RDF
1	Hannes Heikinheimo, Jouni K. Seppänen, Eino Hinkkanen, Heikki Mannila, Taneli Mielikäinen	Finding low-entropy sets and trees from binary data.	KDD	2007	DBLP DOI BibTeX RDF	pattern discovery, local models
1	Heikki Mannila, Evimaria Terzi	Nestedness and segmented nestedness.	KDD	2007	DBLP DOI BibTeX RDF	0-1 matrices, nestedness, presence/absence data
1	Kai Puolamäki, Mikael Fortelius, Heikki Mannila	Seriation in Paleontological Data Using Markov Chain Monte Carlo Methods.	PLoS Computational Biology	2006	DBLP DOI BibTeX RDF
1	Hannes Heikinheimo, Heikki Mannila, Jouni K. Seppänen	Finding Trees from Unordered 0-1 Data.	PKDD	2006	DBLP DOI BibTeX RDF
1	Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila	The Discrete Basis Problem.	PKDD	2006	DBLP DOI BibTeX RDF
1	Robert Gwadera, Aristides Gionis, Heikki Mannila	Optimal Segmentation Using Tree Models.	ICDM	2006	DBLP DOI BibTeX RDF
1	Nikolaj Tatti, Taneli Mielikäinen, Aristides Gionis, Heikki Mannila	What is the Dimension of Your Binary Data?	ICDM	2006	DBLP DOI BibTeX RDF
1	Heikki Mannila	Finding fragments of orders and total orders from 0-1 data.	EGC	2006	DBLP BibTeX RDF
1	Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisilä, Heikki Mannila, Evimaria Terzi	Segmentation and dimensionality reduction.	SDM	2006	DBLP BibTeX RDF
1	Antti Rasinen, Jaakko Hollmén, Heikki Mannila	Analysis of Linux Evolution Using Aligned Source Code Segments.	Discovery Science	2006	DBLP DOI BibTeX RDF
1	Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas	Assessing data mining results via swap randomization.	KDD	2006	DBLP DOI BibTeX RDF	0-1 data, randomization tests, swaps, significance testing
1	Aristides Gionis, Heikki Mannila, Kai Puolamäki, Antti Ukkonen	Algorithms for discovering bucket orders from data.	KDD	2006	DBLP DOI BibTeX RDF	bucket order, ranking, partial order, ordering
1	Marko Salmenkivi, Heikki Mannila	Using Markov chain Monte Carlo and dynamic programming for event sequence data.	Knowl. Inf. Syst.	2005	DBLP DOI BibTeX RDF	Data mining, Dynamic programming, MCMC, Event sequence
1	Marko Salmenkivi, Heikki Mannila	Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo.	Data Mining in Bioinformatics	2005	DBLP BibTeX RDF
1	Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, Risto A. Väisänen, Heikki Mannila, Christos Faloutsos	Parameter-Free Spatial Data Mining Using MDL.	ICDM	2005	DBLP DOI BibTeX RDF
1	Foto N. Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikäinen, Panayiotis Tsaparas	Mining Chains of Relations.	ICDM	2005	DBLP DOI BibTeX RDF
1	Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas	Clustering Aggregation.	ICDE	2005	DBLP DOI BibTeX RDF
1	Jean-François Boulicaut, Luc De Raedt, Heikki Mannila (eds.)	Constraint-Based Mining and Inductive Databases, European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers	Constraint-Based Mining and Inductive Databases	2005	DBLP BibTeX RDF
1	Pasi Rastas, Mikko Koivisto, Heikki Mannila, Esko Ukkonen	A Hidden Markov Technique for Haplotype Reconstruction.	WABI	2005	DBLP DOI BibTeX RDF
1	Antti Ukkonen, Mikael Fortelius, Heikki Mannila	Finding partial orders from unordered 0-1 data.	KDD	2005	DBLP DOI BibTeX RDF	hidden ordering, partial order, consecutive ones property
1	Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan	Editorial.	Data Min. Knowl. Discov.	2004	DBLP DOI BibTeX RDF
1	Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan	Editorial.	Data Min. Knowl. Discov.	2004	DBLP DOI BibTeX RDF
1	Aristides Gionis, Heikki Mannila, Jouni K. Seppänen	Geometric and Combinatorial Tiles in 0-1 Data.	PKDD	2004	DBLP DOI BibTeX RDF
1	Jouni K. Seppänen, Heikki Mannila	Boolean Formulas and Frequent Sets.	Constraint-Based Mining and Inductive Databases	2004	DBLP DOI BibTeX RDF
1	Floris Geerts, Heikki Mannila, Evimaria Terzi	Relational link-based ranking.	VLDB	2004	DBLP BibTeX RDF
1	Mikko Koivisto, Teemu Kivioja, Heikki Mannila, Pasi Rastas, Esko Ukkonen	Hidden Markov Modelling Techniques for Haplotype Analysis.	ALT	2004	DBLP DOI BibTeX RDF
1	Foto N. Afrati, Aristides Gionis, Heikki Mannila	Approximating a collection of frequent sets.	KDD	2004	DBLP DOI BibTeX RDF	foundations of data mining, mining frequent itemsets
1	Jouni K. Seppänen, Heikki Mannila	Dense itemsets.	KDD	2004	DBLP DOI BibTeX RDF	frequent itemsets, error tolerance
1	Dmitry Pavlov, Heikki Mannila, Padhraic Smyth	Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data.	IEEE Trans. Knowl. Data Eng.	2003	DBLP DOI BibTeX RDF	Binary transaction data, query approximation, ADTree, probabilistic model, maximum entropy, itemsets
1	Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm	Discovering all most specific sentences.	ACM Trans. Database Syst.	2003	DBLP DOI BibTeX RDF	learning with membership queries, maximal frequent sets, minimal keys, Data mining, association rules
1	Jouni K. Seppänen, Ella Bingham, Heikki Mannila	A Simple Algorithm for Topic Identification in 0-1 Data.	PKDD	2003	DBLP DOI BibTeX RDF
1	Antti Leino, Heikki Mannila, Ritva Liisa Pitkänen	Rule Discovery and Probabilistic Modeling for Onomastic Data.	PKDD	2003	DBLP DOI BibTeX RDF
1	Taneli Mielikäinen, Heikki Mannila	The Pattern Ordering Problem.	PKDD	2003	DBLP DOI BibTeX RDF
1	Mikko Koivisto, Markus Perola, T. Varilo, W. Hennah, J. Ekelund, Margus Lukk, L. Peltonen, Esko Ukkonen, Heikki Mannila	An MDL Method for Finding Haplotype Blocks and for Estimating the Strength of Haplotype Block Boundaries.	Pacific Symposium on Biocomputing	2003	DBLP BibTeX RDF
1	Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila	Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data.	SDM	2003	DBLP BibTeX RDF
1	Aristides Gionis, Heikki Mannila	Finding recurrent sources in sequences.	RECOMB	2003	DBLP DOI BibTeX RDF
1	Aristides Gionis, Teija Kujala, Heikki Mannila	Fragments of order.	KDD	2003	DBLP DOI BibTeX RDF	discovering hidden orderings, novel data mining algorithms, spectral analysis of data, consecutive ones property
1	Heikki Mannila, Anne Patrikainen, Jouni K. Seppänen, Juha Kere	Long-range control of expression in yeast.	Bioinformatics	2002	DBLP DOI BibTeX RDF
1	Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon	Emerging scientific applications in data mining.	Commun. ACM	2002	DBLP DOI BibTeX RDF
1	Tapio Elomaa, Heikki Mannila, Hannu Toivonen (eds.)	Principles of Data Mining and Knowledge Discovery, 6th European Conference, PKDD 2002, Helsinki, Finland, August 19-23, 2002, Proceedings	PKDD	2002	DBLP BibTeX RDF
1	Luc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila	A Theory of Inductive Query Answering.	ICDM	2002	DBLP DOI BibTeX RDF
1	Marko Salmenkivi, Juha Kere, Heikki Mannila	Genome segmentation using piecewise constant intensity models and reversible jump MCMC.	ECCB	2002	DBLP BibTeX RDF
1	Heikki Mannila	Local and Global Methods in Data Mining: Basic Techniques and Open Problems.	ICALP	2002	DBLP DOI BibTeX RDF
1	Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani (eds.)	Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002	SDM	2002	DBLP BibTeX RDF
1	Carson Kai-Sang Leung, Raymond T. Ng, Heikki Mannila	OSSM: A Segmentation Approach to Optimize Frequency Counting.	ICDE	2002	DBLP DOI BibTeX RDF	support counting, Data mining, performance analysis, data structure, frequent patterns
1	Tapio Elomaa, Heikki Mannila, Hannu Toivonen (eds.)	Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings	ECML	2002	DBLP BibTeX RDF
1	Heikki Mannila	Combining Pattern Discovery and Probabilistic Modeling in Data Mining.	SWAT	2002	DBLP DOI BibTeX RDF
1	Ella Bingham, Heikki Mannila, Jouni K. Seppänen	Topics in 0--1 data.	KDD	2002	DBLP DOI BibTeX RDF
1	Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila	Time-Series Similarity Problems and Well-Separated Geometric Sets.	Nord. J. Comput.	2001	DBLP BibTeX RDF
1	Heikki Mannila	Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining.	PKDD	2001	DBLP DOI BibTeX RDF
1	Johan Himberg, Kalle Korpiaho, Heikki Mannila, Johanna Tikanmäki, Hannu Toivonen	Time Series Segmentation for Context Recognition in Mobile Devices.	ICDM	2001	DBLP DOI BibTeX RDF
1	Heikki Mannila	Combining Discrete Algorithmic and Probabilistic Approaches in Data Mining.	ECML	2001	DBLP DOI BibTeX RDF
1	Ella Bingham, Heikki Mannila	Random projection in dimensionality reduction: applications to image and text data.	KDD	2001	DBLP DOI BibTeX RDF	text document data, dimensionality reduction, high-dimensional data, random projection, image data

Publications of "Heikki Mannila" ( http://dblp.L3S.de/Authors/Heikki_Mannila )