Stefan Wrobel

Proceedings of the Scalable Visual Analytics, 21.11. - 26.11.2010, 2010

10471 Abstracts Collection - Scalable Visual Analytics.

[BibT_eX]

[DOI]

Daniel A. Keim

Proceedings of the Scalable Visual Analytics, 21.11. - 26.11.2010, 2010

Visit Potential: A Common Vocabulary for the Analysis of Entity-Location Interactions in Mobility Applications.

[BibT_eX]

[DOI]

Proceedings of the Geospatial Thinking, 2010

2009

Efficient discovery of interesting patterns based on strong closedness.

[BibT_eX]

[DOI]

Mario Boley

Stat. Anal. Data Min., 2009

Context-Based Clustering of Image Search Results.

[BibT_eX]

[DOI]

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

A Logic-Based Approach to Relation Extraction from Texts.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Metadata Extraction using Text Mining.

[BibT_eX]

[DOI]

Shivani Seth

Stefan Rüping

Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009

2008

Visual Analytics Methods for Movement Data.

[BibT_eX]

[DOI]

Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Support-Vector-Machine-Based Ranking Significantly Improves the Effectiveness of Similarity Searching Using 2D Fingerprints and Multiple Reference Compounds.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2008

Tight Optimistic Estimates for Fast Subgroup Discovery.

[BibT_eX]

[DOI]

Henrik Grosskreutz

Stefan Rüping

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Facilitating Clinico-Genomic Knowledge Discovery by Automatic Selection of KDD Processes.

[BibT_eX]

Natalja Punko

Stefan Rüping

Proceedings of the LWA 2008, 2008

2007

Visual analytics tools for analysis of movement data.

[BibT_eX]

[DOI]

Gennady L. Andrienko

Natalia V. Andrienko

SIGKDD Explor., 2007

Geovisual analytics for spatial decision support: Setting the research agenda.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2007

Efficient Closed Pattern Mining in Strongly Accessible Set Systems (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Semidefinite Ranking on Graphs.

[BibT_eX]

[DOI]

Shankar Vembu

Proceedings of the Mining and Learning with Graphs, 2007

Efficient Closed Pattern Mining in Strongly Accessible Set Systems.

[BibT_eX]

[DOI]

Proceedings of the Mining and Learning with Graphs, 2007

2006

Intelligenz ist Lernen - 50 Jahre Künstliche Intelligenz und Maschinelles Lernen.

[BibT_eX]

[DOI]

Künstliche Intell., 2006

Bias-free hypothesis evaluation in multirelational domains.

[BibT_eX]

[DOI]

Christine Körner

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Effective rule induction from labeled graphs.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Efficient co-regularised least squares regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Multi-class Ensemble-Based Active Learning.

[BibT_eX]

[DOI]

Christine Körner

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Kernels for Predictive Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004

Cyclic pattern kernels for predictive graph mining.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

2003

Multirelational data mining 2003: workshop report.

[BibT_eX]

[DOI]

Saso Dzeroski

Luc De Raedt

SIGKDD Explor., 2003

Comparative Evaluation of Approaches to Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Learning Minesweeper with Multirelational Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

On Graph Kernels: Hardness Results and Efficient Alternatives.

[BibT_eX]

[DOI]

Peter A. Flach

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Maschinelles Lernen und Data Mining.

[BibT_eX]

[DOI]

Katharina Morik

Thorsten Joachims

Proceedings of the Handbuch der Künstlichen Intelligenz, 4. Auflage, 2003

2002

Lerning Hidden Markov Models for Information Extraction Actively from Partially Labeled Text.

[BibT_eX]

Künstliche Intell., 2002

Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2002

A Scalable Constant-Memory Sampling Algorithm for Pattern Discovery in Large Databases.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning.

[BibT_eX]

[DOI]

Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Scaling Boosting by Margin-Based Inclusionof Features and Relations.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2002, 2002

Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2002, 2002

Feature Selection for Propositionalization.

[BibT_eX]

[DOI]

Mark-A. Krogel

Proceedings of the Discovery Science, 5th International Conference, 2002

2001

Relational Instance-Based Learning with Lists and Terms.

[BibT_eX]

[DOI]

Uta Bohnebeck

Mach. Learn., 2001

Scalability, Search, and Sampling: From Smart Algorithms to Active Discovery.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Transformation-Based Learning Using Multirelational Aggregation.

[BibT_eX]

[DOI]

Mark-A. Krogel

Proceedings of the Inductive Logic Programming, 11th International Conference, 2001

Relational Learning Using Constrained Confidence-Rated Boosting.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 11th International Conference, 2001

Active Hidden Markov Models for Information Extraction.

[BibT_eX]

[DOI]

Christian Decomain

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Incremental Maximization of Non-Instance-Averaging Utility Functions with Applications to Knowledge Discovery Problems.

[BibT_eX]

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Mining the Web with Active Hidden Markov Models.

[BibT_eX]

[DOI]

Christian Decomain

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

2000

A sequential sampling algorithm for a general class of utility criteria.

[BibT_eX]

[DOI]

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Extending K-Means Clustering to First-Order Representations.

[BibT_eX]

[DOI]

Mathias Kirsten

Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1999

Application of Different Learning Methods to Hungarian Part-of-Speech Tagging.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

1998

Data Mining Serviceteil.

[BibT_eX]

Künstliche Intell., 1998

Data Mining und Wissensentdeckung in Datenbanken.

[BibT_eX]

Künstliche Intell., 1998

Einsatz von Data Mining-Techniken zur Analyse ökologischer Standort- und Pflanzendaten.

[BibT_eX]

Mathias Kirsten

F. Wilhelm Dahmen

Hans-Christoph Dahmen

Künstliche Intell., 1998

Relational Distance-Based Clustering.

[BibT_eX]

[DOI]

Mathias Kirsten

Proceedings of the Inductive Logic Programming, 8th International Workshop, 1998

Term Comparisons in First-Order Similarity Measures.

[BibT_eX]

[DOI]

Uta Bohnebeck

Proceedings of the Inductive Logic Programming, 8th International Workshop, 1998

Measuring similarity of RNA structures by relational instance-based learning: A first step toward detecting RNA signal structures in silico.

[BibT_eX]

Proceedings of the German Conference on Bioinformatics, 1998

Scalability Issues in Inductive Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 9th International Conference, 1998

1997

Data Mining - Das aktuelle Schlagwort.

[BibT_eX]

Künstliche Intell., 1997

Interactive Configuration in KIKon.

[BibT_eX]

Proceedings of the Expertensysteme 97, 1997

An Algorithm for Multi-relational Discovery of Subgroups.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

1996

Induktive Logikprogrammierung - Grundlagen und Techniken.

[BibT_eX]

Nada Lavrac

Künstliche Intell., 1996

Extensibility in Data Mining Systems.

[BibT_eX]

[DOI]

Dietrich Wettschereck

Edgar Sommer

Werner Emde

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1994

Concept Formation During Interactive Theory Revision.

[BibT_eX]

[DOI]

Mach. Learn., 1994

Concept formation and knowledge revision: a demand driven approach to representation change.

[BibT_eX]

[DOI]

Kluwer, ISBN: 978-0-7923-9500-3, 1994

1993

On the Proper Definition of Minimality in Specialization and Theory Revision.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-93, 1993

1991

Die Umweltverankerung von Begriffsbildungsprozessen.

[BibT_eX]

Künstliche Intell., 1991

Towards a Model of Grounded Concept Formation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Panel: Evaluating and Changing Representation in Concept Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1991

1988

Design Goals for Sloppy Modeling Systems.

[BibT_eX]

[DOI]

Int. J. Man Mach. Stud., 1988

Automatic Representation Adjustment in an Observational Discovery System.

[BibT_eX]

Proceedings of the Third European Working Session on Learning, 1988

1987

Demand-Driven Concept Formation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Representation and Organization in Machine Learning [Workshop, 1987

Higher-order Concepts in a Tractable Knowledge Representation.

[BibT_eX]

[DOI]