Jonas Poelmans

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Conceptual Structures for STEM Research and Education

Heather D. Pfeiffer Dmitry I. Ignatov, Jonas Poelmans, Nagarjuna Gadiraju, 2013, Lecture Notes in Computer Science.

Detecting Domestic Violence - Showcasing a Knowledge Browser based on Formal Concept Analysis and Emergent Self Organizing Maps

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2009, ICEIS.

Gaining insight in domestic violence with Emergent Self Organizing Maps

Jonas Poelmans, Marc M. Van Hulle, Guido Dedene, 2009, Expert Syst. Appl..

Topographic maps for domestic violence analysis

Jonas Poelmans, Marc M. Van Hulle, Guido Dedene, 2008 .

Terrorist threat assessment with formal concept analysis

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2010, 2010 IEEE International Conference on Intelligence and Security Informatics.

Concept mining and discovery in clinical pathways

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2010 .

Semi-automated knowledge discovery: identifying and profiling human trafficking

Jonas Poelmans, Paul Elzinga, Sergei O. Kuznetsov, 2012, Int. J. Gen. Syst..

Empirical Discovery of Potential Value Leaks in Processes by Means of Formal Concept Analysis

Jonas Poelmans, Guido Dedene, Edward M. L. Peters, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

A New Cross-Validation Technique to Evaluate Quality of Recommender Systems

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2012, PerMIn.

Knowledge representation and processing with formal concept analysis

Jonas Poelmans, Sergei O. Kuznetsov, S. Kuznetsov, 2013, WIREs Data Mining Knowl. Discov..

An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2008, ICDM.

Online Recommender System for Radio Station Hosting

Sergey I. Nikolenko, Jonas Poelmans, Dmitry I. Ignatov, 2012, BIR.

Data mining of resource sharing systems: from triconcepts to triclusters

Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, 2011 .

Proceedings of the 10th international conference on Formal Concept Analysis

Jonas Poelmans, Dmitry I. Ignatov, Florent Domenach, 2012 .

FCA-Based Models and a Prototype Data Analysis System for Crowdsourcing Platforms

Jonas Poelmans, Dmitry I. Ignatov, Anastasya A. Bezzubtseva, 2013, ICCS.

Online recommender system for radio station hosting based on information fusion and adaptive tag-aware profiling

Sergey I. Nikolenko, Jonas Poelmans, Dmitry I. Ignatov, 2016, Expert Syst. Appl..

Fuzzy and rough formal concept analysis: a survey

Jonas Poelmans, Guido Dedene, Sergei O. Kuznetsov, 2014, Int. J. Gen. Syst..

Analyzing Domestic Violence with Topographic Maps: A Comparative Study

Jonas Poelmans, Marc M. Van Hulle, Guido Dedene, 2009, WSOM.

Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4

Jonas Poelmans, Marc M. Van Hulle, Rufin Vogels, 2010, ICAISC.

Formal Concept Analysis in Knowledge Discovery: A Survey

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2010, ICCS.

An iterative requirements engineering framework based on Formal Concept Analysis and C-K theory

Monique Snoeck, Jonas Poelmans, Guido Dedene, 2012, Expert Syst. Appl..

A System for Knowledge Discovery in Big Dynamical Text Collections

Jonas Poelmans, Sergei O. Kuznetsov, Alexey A. Neznanov, 2012, FCA4AI@ECAI.

Retrieval of criminal trajectories with an FCA-based approach

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2013, ECIR 2013.

Can triconcepts become triclusters?

Jonas Poelmans, Leonid Zhukov, Sergei O. Kuznetsov, 2013, Int. J. Gen. Syst..

A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2009, ICDM.

Gaining insight into clinical pathway with process discovery techniques

Jonas Poelmans, 2011 .

Using formal concept analysis for the verification of process-data matrices in conceptual domain models

Monique Snoeck, Jonas Poelmans, Guido Dedene, 2010, ICSE 2010.

Formally analysing the concepts of domestic violence

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2011, Expert Syst. Appl..

Formal Concept Analysis in knowledge processing: A survey on models and techniques

Jonas Poelmans, Guido Dedene, Sergei O. Kuznetsov, 2013, Expert Syst. Appl..

Detecting domestic violence

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2009, ICEIS 2009.

Gaining Insight in Social Networks with Biclustering and Triclustering

Jonas Poelmans, Dmitry Gnatyshak, Dmitry I. Ignatov, 2012, BIR.

Concept Discovery Innovations in Law Enforcement: A Perspective

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2010, 2010 International Conference on Intelligent Networking and Collaborative Systems.

Software requirements engineering: een iteratieve aanpak

Jonas Poelmans, Guido Dedene, Karel Dejaeger, 2011 .

Improving Quality of Service for Radio Station Hosting: An Online Recommender System Based on Information Fusion

Sergey I. Nikolenko, Jonas Poelmans, Dmitry I. Ignatov, 2014 .

A novel approach to the evaluation and improvement of data quality in the financial sector

Bart Baesens, Jonas Poelmans, Karel Dejaeger, 2010, ICIQ.

Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2010, ICDM.

How Emergent Self Organizing Maps Can Help Counter Domestic Violence

Jonas Poelmans, Marc M. Van Hulle, Guido Dedene, 2009, 2009 WRI World Congress on Computer Science and Information Engineering.

Text mining with emergent self organizing maps and multi-dimensional scaling: A comparative study on domestic violence

Jonas Poelmans, Marc M. Van Hulle, Guido Dedene, 2011, Appl. Soft Comput..

Analyzing Chat Conversations of Pedophiles with Temporal Relational Semantic Systems

Jonas Poelmans, Paul Elzinga, Karl Erich Wolff, 2012, 2012 European Intelligence and Security Informatics Conference.

Recommender System Based on Algorithm of Bicluster Analysis RecBi pdf

Jonas Poelmans, Dmitry I. Ignatov, Vasily Zaharchuk, 2012, ArXiv.

Extending formal concept analysis with a second ordering relationship on concepts: a software engineering case study

Monique Snoeck, Jonas Poelmans, Guido Dedene, 2011, ICFCA 2011.

Curbing domestic violence: instantiating C-K theory with formal concept analysis and emergent self-organizing maps

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2010, Intell. Syst. Account. Finance Manag..

CORDIET - Healthcare: Extracting knowledge from electronic patient record data

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2012, Nursing Informatics.

Formal Concept Analysis

Jonas Poelmans, Dmitry I. Ignatov, Florent Domenach, 2012, Lecture Notes in Computer Science.

FCA-Based Recommender Models and Data Analysis for Crowdsourcing Platform Witology

Jonas Poelmans, Dmitry I. Ignatov, Natalia Konstantinova, 2014, ICCS.

A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2011, ICCS.

Conceptual Structures for Discovering Knowledge: 20th International Conference on Conceptual Structures, ICCS 2013, Mumbay, India, January 10-12

Jonas Poelmans, Dmitry I. Ignatov, Heather D. Pfeiffer, 2013 .

Understanding Service Quality and Customer Churn by Process Discovery for a Multi-National Banking Contact Center

Jonas Poelmans, Guido Dedene, Edward M. L. Peters, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2012, Industrial Conference on Data Mining.

Human-Centered Text Mining: A New Software System

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2012, ICDM.

Concept relation discovery and innovation enabling technology

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2011 .

Concept-Based Biclustering for Internet Advertisement

Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

A method based on temporal concept analysis for detecting and profiling human trafficking suspects

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2010 .

Concept Relation Discovery and Innovation Enabling Technology (Cordiet)

Jonas Poelmans, Guido Dedene, Paul Elzinga, 2012, ArXiv.

Formal concept analysis in knowledge processing: A survey on applications

Jonas Poelmans, Guido Dedene, Sergei O. Kuznetsov, 2013, Expert Syst. Appl..

Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research

Jonas Poelmans, Guido Dedene, Stijn Viaene, 2012, ICDM.

Consumers online information search: a cross-cultural study between China and Western Europe

Bart Baesens, Jonas Poelmans, Alexander Vuylsteke, 2009 .

EEML 2012 – Experimental Economics in Machine Learning

Rustam Tagiew, Jonas Poelmans, Dmitry I. Ignatov, 2012 .

Consumers’ Search for Information on the Internet: How and Why China Differs from Western Europe

Bart Baesens, Jonas Poelmans, Alexander Vuylsteke, 2010 .