Michael R. Berthold
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
51
Venues
19
Active years
1996–2025
Best venue rank
A*
Where they publish
Papers
51 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICINCO | Data Aware Agentic AI: Cognitive, Control, and Data Flows. | Michael R. Berthold |
| 2023 | IDA | Towards Data Science Design Patterns. | Michael R. Berthold, Dashiell Brookhart, Schalk Gerber, Satoru Hayasaka, Maarit Widmann |
| 2019 | ICMLA | Widened Learning of Index Tracking Portfolios. | Iuliia Gavriushina, Oliver Sampson, Michael R. Berthold, Winfried Pohlmeier, Christian Borgelt |
| 2018 | IDA | Communication-Free Widened Learning of Bayesian Network Classifiers Using Hashed Fiedler Vectors. | Oliver R. Sampson, Christian Borgelt, Michael R. Berthold |
| 2018 | IDA | Learned Feature Generation for Molecules. | Patrick Winter, Christian Borgelt, Michael R. Berthold |
| 2017 | IDA | Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening. | Alexander Fillbrunn, Leonard Wrteler, Michael Grossniklaus, Michael R. Berthold |
| 2016 | IDA | Widened Learning of Bayesian Network Classifiers. | Oliver R. Sampson, Michael R. Berthold |
| 2015 | ICDM | Automatic Taxonomy Extraction from Bipartite Graphs. | Tobias Ktter, Stephan Gnnemann, Michael R. Berthold, Christos Faloutsos |
| 2015 | IDA | Diversity-Driven Widening of Hierarchical Agglomerative Clustering. | Alexander Fillbrunn, Michael R. Berthold |
| 2015 | WWW | Extracting Taxonomies from Bipartite Graphs. | Tobias Ktter, Stephan Gnnemann, Christos Faloutsos, Michael R. Berthold |
| 2014 | IDA | Widened KRIMP: Better Performance through Diverse Parallelism. | Oliver Sampson, Michael R. Berthold |
| 2014 | MICCAI | Dementia-Related Features in Longitudinal MRI: Tracking Keypoints over Time. | Elisabeth Sthler, Michael R. Berthold |
| 2014 | PAKDD | Fault-Tolerant Concept Detection in Information Networks. | Tobias Ktter, Stephan Gnnemann, Michael R. Berthold, Christos Faloutsos |
| 2013 | ICIAP | Learning Precise Local Boundaries in Images from Human Tracings. | Martin Horn, Michael R. Berthold |
| 2013 | IDA | Detecting Events in Molecular Dynamics Simulations. | Iris Ad, Michael R. Berthold |
| 2013 | IDA | Diversity-Driven Widening. | Violeta N. Ivanova, Michael R. Berthold |
| 2013 | SC | The demand for consistent web-based workflow editors. | Sandra Gesing, Malcolm P. Atkinson, Iraklis A. Klampanos, Michelle Galea, Michael R. Berthold, Roberto Barbera, Diego Scardaci, Gbor Terstynszky, Tams Kiss, Pter Kacsuk |
| 2013 | SGAI | Pattern Graphs: Combining Multivariate Time Series and Labelled Interval Sequences for Classification. | Sebastian Peter, Frank Hppner, Michael R. Berthold |
| 2012 | IDA | Parallel Data Mining Revisited. Better, Not Faster. | Zaenal Akbar, Violeta N. Ivanova, Michael R. Berthold |
| 2012 | IDA | Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval. | Sebastian Peter, Frank Hppner, Michael R. Berthold |
| 2011 | ICDM | Unifying Change - Towards a Framework for Detecting the Unexpected. | Iris Ad, Michael R. Berthold |
| 2011 | IDA | Bisociative Knowledge Discovery. | Michael R. Berthold |
| 2011 | IDA | Bisociative Discovery of Interesting Relations between Domains. | Uwe Nagel, Kilian Thiel, Tobias Ktter, Dawid Piatek, Michael R. Berthold |
| 2011 | IDA | Supervised Learning in Parallel Universes Using Neighborgrams. | Bernd Wiswedel, Michael R. Berthold |
| 2010 | CIKM | Active learning in parallel universes. | Nicolas Cebron, Michael R. Berthold |
| 2010 | ICDM | Node Similarities from Spreading Activation. | Kilian Thiel, Michael R. Berthold |
| 2010 | IDA | Changing the Focus of the IDA Symposium. | Niall M. Adams, Paul R. Cohen, Michael R. Berthold |
| 2010 | KDD | The new iris data: modular data generators. | Iris Ad, Michael R. Berthold |
| 2010 | SMC | Distance aware tag clouds. | Iris Ad, Kilian Thiel, Michael R. Berthold |
| 2009 | CIKM | Pure spreading activation is pointless. | Michael R. Berthold, Ulrik Brandes, Tobias Ktter, Martin Mader, Uwe Nagel, Kilian Thiel |
| 2009 | EUSFLAT | Multi-Dimensional Scaling applied to Hierarchical Rule Systems. | Thomas R. Gabriel, Kilian Thiel, Michael R. Berthold |
| 2009 | GECCO | Crossover operators for multiobjective k-subset selection. | Thorsten Meinl, Michael R. Berthold |
| 2009 | KDD | Open standards and cloud computing: KDD-2009 panel report. | Michael Zeller, Robert Grossman, Christoph Lingenfelder, Michael R. Berthold, Erik Marcad, Rick Pechter, Mike Hoskins, Wayne Thompson, Rich Holada |
| 2008 | PAKDD | Supporting Creativity: Towards Associative Discovery of New Insights. | Michael R. Berthold, Fabian Dill, Tobias Ktter, Kilian Thiel |
| 2007 | SMC | Towards Visual Exploration of Topic Shifts. | Kilian Thiel, Fabian Dill, Tobias Ktter, Michael R. Berthold |
| 2006 | ICDM | Context-Aware Visual Exploration of Molecular Datab. | Giuseppe Di Fatta, Antonino Fiannaca, Riccardo Rizzo, Alfonso Urso, Michael R. Berthold, Salvatore Gaglio |
| 2006 | ISCC | Decentralized Load Balancing for Highly Irregular Search Problems. | Giuseppe Di Fatta, Michael R. Berthold |
| 2005 | ECSQARU | Molecular Fragment Mining for Drug Discovery. | Christian Borgelt, Michael R. Berthold, David E. Patterson |
| 2005 | HPCC | High Performance Subgraph Mining in Molecular Compounds. | Giuseppe Di Fatta, Michael R. Berthold |
| 2005 | IDA | Exploring Hierarchical Rule Systems in Parallel Coordinates. | Thomas R. Gabriel, A. Simona Pintilie, Michael R. Berthold |
| 2005 | SMC | Missing Values in Fuzzy Rule Induction. | Thomas R. Gabriel, Michael R. Berthold |
| 2004 | SMC | Advanced pruning strategies to speed up mining closed molecular fragments. | Christian Borgelt, Thorsten Meinl, Michael R. Berthold |
| 2004 | SMC | Hybrid fragment mining with MoFa and FSG. | Thorsten Meinl, Michael R. Berthold |
| 2003 | IDA | Constructing Hierarchical Rule Systems. | Thomas R. Gabriel, Michael R. Berthold |
| 2003 | IDA | Large Scale Mining of Molecular Fragments with Wildcards. | Heiko Hofer, Christian Borgelt, Michael R. Berthold |
| 2002 | ICDM | Neighborgram Clustering Interactive Exploration of Cluster Neighborhoods. | Michael R. Berthold, Bernd Wiswedel, David E. Patterson |
| 2002 | ICDM | Mining Molecular Fragments: Finding Relevant Substructures of Molecules. | Christian Borgelt, Michael R. Berthold |
| 2001 | SMC | Finding clusters in parallel universes. | David E. Patterson, Michael R. Berthold |
| 1999 | IDA | Discriminative Power of Input Features in a Fuzzy Model. | Rosaria Silipo, Michael R. Berthold |
| 1997 | IDA | Simulation Data Analysis Using Fuzzy Graphs. | Klaus-Peter Huber, Michael R. Berthold |
| 1996 | WSC | Fuzzy Graph Based Metamodeling. | Klaus-Peter Huber, Michael R. Berthold, Helena Szczerbicka |