Search results for "subgroup discovery"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Cristóbal J. Carmona, Pedro González, María José del Jesús, Francisco Herrera	Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery.	HAIS	2009	DBLP DOI BibTeX RDF	Data mining, Fuzzy Rules, Multi-Objective Evolutionary Algorithms, Subgroup Discovery, Genetic Fuzzy Systems
3	Katherine Moreland, Klaus Truemper	Discretization of Target Attributes for Subgroup Discovery.	MLDM	2009	DBLP DOI BibTeX RDF	Classification, Feature Selection, Logic, Subgroup Discovery
3	Joel P. Lucas, Alípio Mário Jorge, Fernando Pereira 0002, Ana M. Pernas, Amauri A. Machado	A Tool for Interactive Subgroup Discovery Using Distribution Rules.	EPIA Workshops	2007	DBLP DOI BibTeX RDF	Data Mining, Visualization, Association Rules, Distributions, Post-processing, Subgroup Discovery
3	Martin Atzmüller, Peter Klügl, Joachim Baumeister, Frank Puppe	Rapid knowledge capture using subgroup discovery with incremental refinement.	K-CAP	2007	DBLP DOI BibTeX RDF	diagnostic scores, subgroup discovery, knowledge capture
3	Filip Zelezný, Nada Lavrac	Propositionalization-based relational subgroup discovery with RSD.	Machine Learning	2006	DBLP DOI BibTeX RDF	Feature construction, Subgroup discovery, Relational data mining, Propositionalization
3	Francisco José Berlanga, María José del Jesús, Pedro González, Francisco Herrera, Mikel Mesonero	Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing.	Industrial Conference on Data Mining	2006	DBLP DOI BibTeX RDF	descriptive induction, Data mining, subgroup discovery, genetic fuzzy systems, multiobjective evolutionary algorithms
3	Nada Lavrac, Bojan Cestnik, Dragan Gamberger, Peter A. Flach	Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned.	Machine Learning	2004	DBLP DOI BibTeX RDF	data mining, decision support, actionability, lessons learned, subgroup discovery
3	Albrecht Zimmermann, Luc De Raedt	Cluster-Grouping: From Subgroup Discovery to Clustering.	ECML	2004	DBLP DOI BibTeX RDF	correlated pattern mining, clustering, subgroup discovery
3	Michael May, Lemonia Ragia	Spatial Subgroup Discovery Applied to the Analysis of Vegetation Data.	PAKM	2002	DBLP DOI BibTeX RDF	Vegetation Ecology, Data Mining, Geographic Information Systems, Spatial Analysis, Subgroup Discovery
2	Henrik Grosskreutz, Stefan Rüping	On Subgroup Discovery in Numerical Domains.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Tarek Abudawood, Peter A. Flach	Evaluation Measures for Multi-class Subgroup Discovery.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Mario Boley, Henrik Grosskreutz	Non-redundant Subgroup Discovery Using a Closure System.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Martin Atzmüller, Florian Lemmerich	Fast Subgroup Discovery for Continuous Target Concepts.	ISMIS	2009	DBLP DOI BibTeX RDF
2	Lan Umek, Blaz Zupan, Marko Toplak, Annie Morin, Jean-Hugues Chauchat, Gregor Makovec, Dragica Smrke	Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology.	AIME	2009	DBLP DOI BibTeX RDF	multi-label prediction, k-medoids clustering, ? 2 statistics, femoral neck fracture, subgroup discovery
2	Beatriz López, Víctor Barrera, Joaquím Meléndez, Carles Pous, Joan Brunet, Judit Sanz	Subgroup Discovery for Weight Learning in Breast Cancer Diagnosis.	AIME	2009	DBLP DOI BibTeX RDF
2	María José del Jesús, Pedro González, Francisco Herrera	Subgroup Discovery with Linguistic Rules.	Fuzzy Sets and Their Extensions: Representation, Aggregation and Models	2008	DBLP DOI BibTeX RDF
2	Henrik Grosskreutz, Stefan Rüping, Stefan Wrobel	Tight Optimistic Estimates for Fast Subgroup Discovery.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	Dragan Gamberger, Nada Lavrac, Antonija Krstacic, Goran Krstacic	Clinical data analysis based on iterative subgroup discovery: experiments in brain ischaemia data analysis.	Appl. Intell.	2007	DBLP DOI BibTeX RDF
2	María José del Jesús, Pedro González, Francisco Herrera, Mikel Mesonero	Evolutionary Fuzzy Rule Induction Process for Subgroup Discovery: A Case Study in Marketing.	IEEE T. Fuzzy Systems	2007	DBLP DOI BibTeX RDF
2	Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic	Contrast Set Mining Through Subgroup Discovery Applied to Brain Ischaemina Data.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Martin Atzmüller, Frank Puppe, Hans-Peter Buscher	Onto Confounding-Aware Subgroup Discovery.	ICTAI	2007	DBLP DOI BibTeX RDF
2	Qingyang Xu, Wanli Zuo	First-order focused crawling.	WWW	2007	DBLP DOI BibTeX RDF	relational subgroup discovery, focused crawling
2	Martin Atzmüller, Frank Puppe	SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery.	PKDD	2006	DBLP DOI BibTeX RDF
2	Igor Trajkovski, Filip Zelezný, Jakub Tolar, Nada Lavrac	Relational Subgroup Discovery for Descriptive Analysis of Microarray Data.	CompLife	2006	DBLP DOI BibTeX RDF
2	Alípio Mário Jorge, Fernando Pereira 0002, Paulo J. Azevedo	Visual Interactive Subgroup Discovery with Numerical Properties of Interest.	Discovery Science	2006	DBLP DOI BibTeX RDF
2	Martin Atzmüller, Frank Puppe	A Methodological View on Knowledge-Intensive Subgroup Discovery.	EKAW	2006	DBLP DOI BibTeX RDF
2	Nada Lavrac	Subgroup Discovery Techniques and Applications.	PAKDD	2005	DBLP DOI BibTeX RDF
2	Martin Scholz	Sampling-based sequential subgroup mining.	KDD	2005	DBLP DOI BibTeX RDF	sampling, prior knowledge, subgroup discovery
2	Martin Scholz	Knowledge-Based Sampling for Subgroup Discovery.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
2	Nada Lavrac, Filip Zelezný, Saso Dzeroski	Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
2	Nada Lavrac, Dragan Gamberger	Relevancy in Constraint-Based Subgroup Discovery.	Constraint-Based Mining and Inductive Databases	2004	DBLP DOI BibTeX RDF
2	Albrecht Zimmermann, Luc De Raedt	Inductive Querying for Discovering Subgroups and Clusters.	Constraint-Based Mining and Inductive Databases	2004	DBLP DOI BibTeX RDF	correlated pattern mining, inductive querying, clustering, subgroup discovery, constraint-based mining
2	Branko Kavsek, Nada Lavrac, Viktor Jovanoski	APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery.	IDA	2003	DBLP DOI BibTeX RDF
2	Dragan Gamberger, Nada Lavrac	Generating Actionable Knowledge by Expert-Guided Subgroup Discovery.	PKDD	2002	DBLP DOI BibTeX RDF
2	Nada Lavrac, Peter A. Flach, Branko Kavsek, Ljupco Todorovski	Adapting classification rule induction to subgroup discovery.	ICDM	2002	DBLP DOI BibTeX RDF
2	Nada Lavrac, Filip Zelezný, Peter A. Flach	RSD: Relational Subgroup Discovery through First-Order Feature Construction.	ILP	2002	DBLP DOI BibTeX RDF
1	Daniel Rodríguez, R. Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz	Searching for rules to detect defective modules: A subgroup discovery approach.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping	Secure Distributed Subgroup Discovery in Horizontally Partitioned Data.	Transactions on Data Privacy	2011	DBLP BibTeX RDF
1	Cristóbal J. Carmona, Pedro González, M. J. del Jesus, M. Navío-Acosta, L. Jiménez-Trevino	Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department.	Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Francisco Herrera, Cristóbal J. Carmona, Pedro González, María José del Jesús	An overview on subgroup discovery: foundations and applications.	Knowl. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Dragan Gamberger, Nada Lavrac	Expert-Guided Subgroup Discovery: Methodology and Application	CoRR	2011	DBLP BibTeX RDF
1	Lan Umek, Blaz Zupan	Subgroup discovery in data sets with multi-dimensional responses.	Intell. Data Anal.	2011	DBLP DOI BibTeX RDF
1	Matthijs van Leeuwen, Arno J. Knobbe	Non-redundant Subgroup Discovery in Large and Complex Data.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Wouter Duivesteijn, Arno J. Knobbe	Exploiting False Discoveries - Statistical Validation of Patterns and Quality Measures in Subgroup Discovery.	ICDM	2011	DBLP DOI BibTeX RDF
1	Florian Lemmerich, Frank Puppe	Local Models for Expectation-Driven Subgroup Discovery.	ICDM	2011	DBLP DOI BibTeX RDF
1	Victoria Pachón, Jacinto Mata Vázquez, Juan Luis Domínguez, Manuel J. Maña López	Multi-objective Evolutionary Approach for Subgroup Discovery.	HAIS	2011	DBLP DOI BibTeX RDF
1	Talha Anwar, Sohail Asghar, Simon Fong	Bayesian based subgroup discovery.	ICDIM	2011	DBLP DOI BibTeX RDF
1	Daniel Rodríguez, R. Ruiz, José C. Riquelme, Rachel Harrison	Subgroup Discovery for Defect Prediction.	SSBSE	2011	DBLP DOI BibTeX RDF
1	Florian Lemmerich, Marianus Ifland, Frank Puppe	Identifying Influence Factors on Students Success by Subgroup Discovery.	EDM	2011	DBLP BibTeX RDF
1	Lan Umek, Petra Kaferle, Mojca Mattiazzi, Ales Erjavec, Crtomir Gorup, Tomaz Curk, Uros Petrovic, Blaz Zupan	A Subgroup Discovery Approach for Relating Chemical Structure and Phenotype Data in Chemical Genomics.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Ameen Abu-Hanna, Barry Nannings, Dave Dongelmans, Arie Hasman	PRIM versus CART in subgroup discovery: When patience is harmful.	Journal of Biomedical Informatics	2010	DBLP DOI BibTeX RDF
1	Cristóbal J. Carmona, Pedro González, María José del Jesús, Francisco Herrera	NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery.	IEEE T. Fuzzy Systems	2010	DBLP DOI BibTeX RDF
1		Subgroup Discovery.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping	Secure Top-k Subgroup Discovery.	PSDML	2010	DBLP DOI BibTeX RDF
1	Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, Matthijs van Leeuwen	Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach.	ICDM	2010	DBLP DOI BibTeX RDF
1	Tarek Abudawood, Peter A. Flach	First-Order Multi-class Subgroup Discovery.	STAIRS	2010	DBLP DOI BibTeX RDF
1	Tarek Abudawood, Peter A. Flach	The Advantages of Seed Examples in First-Order Multi-class Subgroup Discovery.	ECAI	2010	DBLP DOI BibTeX RDF
1	Nicholas Callegari, Dragoljub Gagi Drmanac, Li-C. Wang, Magdy S. Abadir	Classification rule learning using subgroup discovery of cross-domain attributes responsible for design-silicon mismatch.	DAC	2010	DBLP DOI BibTeX RDF	data mining, learning, timing analysis, delay test
1	Jeroen S. de Bruin, Joost N. Kok	Combining Subgroup Discovery and Permutation Testing to Reduce Reduncancy.	ISoLA	2010	DBLP DOI BibTeX RDF
1	Henrik Grosskreutz, Mario Boley, Maike Krause-Traudes	Subgroup Discovery for Election Analysis: A Case Study in Descriptive Data Mining.	Discovery Science	2010	DBLP DOI BibTeX RDF
1	Martin Atzmüller, Frank Puppe, Hans-Peter Buscher	A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery.	International Journal on Artificial Intelligence Tools	2009	DBLP DOI BibTeX RDF
1	Cristóbal Romero, Pedro González, Sebastián Ventura, María José del Jesús, Francisco Herrera	Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Albrecht Zimmermann, Luc De Raedt	Cluster-grouping: from subgroup discovery to clustering.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Petra Kralj Novak, Nada Lavrac, Dragan Gamberger, Antonija Krstacic	CSM-SD: Methodology for contrast set mining through subgroup discovery.	Journal of Biomedical Informatics	2009	DBLP DOI BibTeX RDF
1	Henrik Grosskreutz, Stefan Rüping	On subgroup discovery in numerical domains.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF
1	Cristóbal J. Carmona, Pedro González, María José del Jesús, Francisco Herrera	An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery.	FUZZ-IEEE	2009	DBLP DOI BibTeX RDF
1	Marianne Mueller, Rómer Rosales, Harald Steck, Sriram Krishnan, Bharat Rao, Stefan Kramer	Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis.	IDA	2009	DBLP DOI BibTeX RDF
1	Axel Blumenstock, Franz Schweiggert, Markus Müller, Carsten Lanquillon	Rule cubes for causal investigations.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Rule cubes, Descriptive induction, Interactivity, Subgroup discovery, Causal analysis
1	Stefan Rueping	Ranking interesting subgroups.	ICML	2009	DBLP DOI BibTeX RDF
1	José Ramón Cano, Francisco Herrera, Manuel Lozano, Salvador García	Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection.	Expert Syst. Appl.	2008	DBLP DOI BibTeX RDF
1	Víctor Barrera, Beatriz López, Joaquím Meléndez, Jorge Sánchez	Voltage Sag Source Location From Extracted Rules Using Subgroup Discovery.	CCIA	2008	DBLP DOI BibTeX RDF
1	Andreas Hapfelmeier, Jana Schmidt, Marianne Mueller, Stefan Kramer, Robert Perneczky, Alexander Kurz 0002, Alexander Drzezga	Interpreting PET Scans by Structured Patient Data: A Data Mining Case Study in Dementia Research.	ICDM	2008	DBLP DOI BibTeX RDF
1	Igor Trajkovski, Filip Zelezný, Nada Lavrac, Jakub Tolar	Learning Relational Descriptions of Differentially Expressed Gene Groups.	IEEE Transactions on Systems, Man, and Cybernetics, Part C	2008	DBLP DOI BibTeX RDF
1	Dennis Leman, Ad Feelders, Arno J. Knobbe	Exceptional Model Mining.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
1	Claudio Lottaz, Joern Toedling, Rainer Spang	Annotation-based distance measures for patient subgroup discovery in clinical microarray studies.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Martin Atzmüller, Frank Puppe	Towards Confounding-Aware Subgroup Discovery.	LWA	2007	DBLP BibTeX RDF
1	Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic	Contrast Set Mining for Distinguishing Between Similar Diseases.	AIME	2007	DBLP DOI BibTeX RDF
1	Branko Kavsek, Nada Lavrac	APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery.	Applied Artificial Intelligence	2006	DBLP DOI BibTeX RDF
1	Claudio Lottaz, Joern Toedling, Rainer Spang	Annotation-based Distance Measures for Patient Subgroup Discovery in Clinical Microarray Studies.	German Conference on Bioinformatics	2006	DBLP BibTeX RDF
1	Arno J. Knobbe, Eric K. Y. Ho	Maximally informative k-itemsets and their efficient discovery.	KDD	2006	DBLP DOI BibTeX RDF	joint entropy, maximally informative k-itemsets, feature selection, information theory, subgroup discovery, binary data
1	Gemma C. Garriga, Petra Kralj, Nada Lavrac	Closed Sets for Labeled Data.	PKDD	2006	DBLP DOI BibTeX RDF
1	Michael Wurst, Martin Scholz	Distributed Subgroup Mining.	PKDD	2006	DBLP DOI BibTeX RDF
1	Simon Colton, Stephen Muggleton	Mathematical applications of inductive logic programming.	Machine Learning	2006	DBLP DOI BibTeX RDF
1		Subgroup Discovery.	KI	2005	DBLP BibTeX RDF
1	Martin Atzmüller, Frank Puppe, Hans-Peter Buscher	Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery.	IJCAI	2005	DBLP BibTeX RDF
1	Nada Lavrac, Branko Kavsek, Peter A. Flach, Ljupco Todorovski	Subgroup Discovery with CN2-SD.	Journal of Machine Learning Research	2004	DBLP BibTeX RDF
1	Dragan Gamberger, Nada Lavrac, Filip Zelezný, Jakub Tolar	Induction of comprehensible models for gene expression datasets by subgroup discovery methodology.	Journal of Biomedical Informatics	2004	DBLP DOI BibTeX RDF
1	Branko Kavsek, Nada Lavrac, Ljupco Todorovski	ROC Analysis of Example Weighting in Subgroup Discovery.	ROCAI	2004	DBLP BibTeX RDF
1	Martin Atzmüller, Frank Puppe, Hans-Peter Buscher	Towards Knowledge-Intensive Subgroup Discovery.	LWA	2004	DBLP BibTeX RDF
1	Stefan Rüping	Learning with Local Models.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
1	Toyohisa Nakada, Susumu Kunifuji	Subgroup Discovery among Personal Homepages.	Discovery Science	2003	DBLP DOI BibTeX RDF
1	Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi	Quality Assessment of Hemodialysis Services through Temporal Data Mining.	AIME	2003	DBLP DOI BibTeX RDF
1	Simon Colton, Stephen Muggleton	ILP for Mathematical Discovery.	ILP	2003	DBLP DOI BibTeX RDF
1	Dragan Gamberger, Nada Lavrac	Expert-Guided Subgroup Discovery: Methodology and Application.	J. Artif. Intell. Res. (JAIR)	2002	DBLP DOI BibTeX RDF
1	Dragan Gamberger, Nada Lavrac	Descriptive Induction through Subgroup Discovery: A Case Study in a Medical Domain.	ICML	2002	DBLP BibTeX RDF
1	Peter A. Flach	Multi-relational Data Mining: a perspective.	EPIA	2001	DBLP DOI BibTeX RDF
1	Nada Lavrac, Peter A. Flach, Blaz Zupan	Rule Evaluation Measures: A Unifying View.	ILP	1999	DBLP DOI BibTeX RDF
1	Stefan Wrobel	Scalability Issues in Inductive Logic Programming.	ALT	1998	DBLP DOI BibTeX RDF