Jonas Poelmans

Publication Activity (10 Years)

Years Active: 2008-2016
Publications (10 Years): 1

Top Topics

Galois Lattices

Conceptual Clustering

Recommender Systems

Formal Concept Analysis

Top Venues

Expert Syst. Appl.

Int. J. Gen. Syst.

Publications

Dmitry I. Ignatov, Sergey I. Nikolenko, Taimuraz Abaev, Jonas Poelmans
Online recommender system for radio station hosting based on information fusion and adaptive tag-aware profiling. Expert Syst. Appl. 55 (2016)
Dmitry I. Ignatov, Alexandra Yu. Kaminskaya, Natalia Konstantinova, Alexander Malyukov, Jonas Poelmans
FCA-Based Recommender Models and Data Analysis for Crowdsourcing Platform Witology. ICCS (2014)
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
Fuzzy and rough formal concept analysis: a survey. Int. J. Gen. Syst. 43 (2) (2014)
Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
Formal concept analysis in knowledge processing: A survey on applications. Expert Syst. Appl. 40 (16) (2013)
Edward M. L. Peters, Guido Dedene, Jonas Poelmans
Understanding Service Quality and Customer Churn by Process Discovery for a Multi-National Banking Contact Center. ICDM Workshops (2013)
Sergei O. Kuznetsov, Jonas Poelmans
Knowledge representation and processing with formal concept analysis. WIREs Data Mining Knowl. Discov. 3 (3) (2013)
Edward M. L. Peters, Guido Dedene, Jonas Poelmans
Empirical Discovery of Potential Value Leaks in Processes by Means of Formal Concept Analysis. ICDM Workshops (2013)
Dmitry I. Ignatov, Alexandra Yu. Kaminskaya, Anastasya A. Bezzubtseva, Andrey V. Konstantinov, Jonas Poelmans
FCA-Based Models and a Prototype Data Analysis System for Crowdsourcing Platforms. ICCS (2013)
Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene
Formal Concept Analysis in knowledge processing: A survey on models and techniques. Expert Syst. Appl. 40 (16) (2013)
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans, Leonid E. Zhukov
Can triconcepts become triclusters? Int. J. Gen. Syst. 42 (6) (2013)
Dmitry I. Ignatov, Andrey V. Konstantinov, Sergey I. Nikolenko, Jonas Poelmans, Vasily Zaharchuk
Online Recommender System for Radio Station Hosting. BIR (2012)
Dmitry Gnatyshak, Dmitry I. Ignatov, Alexander Semenov, Jonas Poelmans
Gaining Insight in Social Networks with Biclustering and Triclustering. BIR (2012)
Jonas Poelmans, Guido Dedene, Monique Snoeck, Stijn Viaene
An iterative requirements engineering framework based on Formal Concept Analysis and C-K theory. Expert Syst. Appl. 39 (9) (2012)
Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans
Concept-Based Biclustering for Internet Advertisement. ICDM Workshops (2012)
Dmitry I. Ignatov, Jonas Poelmans, Vasily Zaharchuk
Recommender System Based on Algorithm of Bicluster Analysis RecBi CoRR (2012)
Sergei O. Kuznetsov, Alexey A. Neznanov, Jonas Poelmans
A System for Knowledge Discovery in Big Dynamical Text Collections. FCA4AI@ECAI (2012)
Paul Elzinga, Karl Erich Wolff, Jonas Poelmans
Analyzing Chat Conversations of Pedophiles with Temporal Relational Semantic Systems. EISIC (2012)
Jonas Poelmans, Paul Elzinga, Dmitry I. Ignatov, Sergei O. Kuznetsov
Semi-automated knowledge discovery: identifying and profiling human trafficking. Int. J. Gen. Syst. 41 (8) (2012)
Jonas Poelmans, Dmitry I. Ignatov, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov
Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research. ICDM (2012)
Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Stijn Viaene, Sergei O. Kuznetsov, Dmitry I. Ignatov, Guido Dedene
Concept Relation Discovery and Innovation Enabling Technology (CORDIET) CoRR (2012)
Dmitry I. Ignatov, Jonas Poelmans, Guido Dedene, Stijn Viaene
A New Cross-Validation Technique to Evaluate Quality of Recommender Systems. PerMIn (2012)
Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov
Human-Centered Text Mining: A New Software System. ICDM (2012)
Jonas Poelmans, Herman Van der Mussele, Gerda Verheyden, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov, Alexey Neznanov
CORDIET - Healthcare: Extracting knowledge from electronic patient record data. Nursing Informatics (2012)
Jonas Poelmans, Paul Elzinga, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov
A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution. ICCS (2011)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
Formally analysing the concepts of domestic violence. Expert Syst. Appl. 38 (4) (2011)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Sergei O. Kuznetsov
Text Mining Scientific Papers: a Survey on FCA-based Information Retrieval Research. ICDM (Poster and Industry Proceedings) (2011)
Jonas Poelmans, Marc M. Van Hulle, Stijn Viaene, Paul Elzinga, Guido Dedene
Text mining with emergent self organizing maps and multi-dimensional scaling: A comparative study on domestic violence. Appl. Soft Comput. 11 (4) (2011)
Paul Elzinga, Jonas Poelmans, Stijn Viaene, Guido Dedene, Shanti Morsing
Terrorist threat assessment with formal concept analysis. ISI (2010)
Nikolay V. Manyakov, Jonas Poelmans, Rufin Vogels, Marc M. Van Hulle
Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4. ICAISC (2) (2010)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
Concept Discovery Innovations in Law Enforcement: A Perspective. INCoS (2010)
Karel Dejaeger, Bart Hamers, Jonas Poelmans, Bart Baesens
A novel approach to the evaluation and improvement of data quality in the financial sector. ICIQ (2010)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
Formal Concept Analysis in Knowledge Discovery: A Survey. ICCS (2010)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
Curbing domestic violence: instantiating C-K theory with formal concept analysis and emergent self-organizing maps. Intell. Syst. Account. Finance Manag. 17 (3-4) (2010)
Jonas Poelmans, Guido Dedene, Gerda Verheyden, Herman Van der Mussele, Stijn Viaene, Edward M. L. Peters
Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. ICDM (2010)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene
How Emergent Self Organizing Maps Can Help Counter Domestic Violence. CSIE (4) (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Marc M. Van Hulle
Analyzing Domestic Violence with Topographic Maps: A Comparative Study. WSOM (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene
Gaining insight in domestic violence with Emergent Self Organizing Maps. Expert Syst. Appl. 36 (9) (2009)
Paul Elzinga, Jonas Poelmans, Stijn Viaene, Guido Dedene
Detecting Domestic Violence - Showcasing a Knowledge Browser based on Formal Concept Analysis and Emergent Self Organizing Maps. ICEIS (2) (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence. ICDM (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene
An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis. ICDM (2008)