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ORCIDJonas Poelmans
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2010 – 2019
- 2016
[j12]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: 546-558 (2016)- 2014
- [j11]Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene:
Fuzzy and rough formal concept analysis: a survey. Int. J. Gen. Syst. 43(2): 105-134 (2014) - [c26]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: 287-292 - 2013
- [j10]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): 6538-6560 (2013) - [j9]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): 6601-6623 (2013) - [j8]Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans, Leonid E. Zhukov:
Can triconcepts become triclusters? Int. J. Gen. Syst. 42(6): 572-593 (2013) - [j7]Sergei O. Kuznetsov, Jonas Poelmans:
Knowledge representation and processing with formal concept analysis. WIREs Data Mining Knowl. Discov. 3(3): 200-215 (2013) - [c25]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: 173-192 - [c24]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: 228-233 - [c23]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: 433-439 - [e2]Heather D. Pfeiffer, Dmitry I. Ignatov, Jonas Poelmans, Nagarjuna Gadiraju:
Conceptual Structures for STEM Research and Education, 20th International Conference on Conceptual Structures, ICCS 2013, Mumbai, India, January 10-12, 2013. Proceedings. Lecture Notes in Computer Science 7735, Springer 2013, ISBN 978-3-642-35785-5 [contents] - 2012
- [j6]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): 8115-8135 (2012) - [j5]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): 774-804 (2012) - [c22]Dmitry I. Ignatov, Andrey V. Konstantinov, Sergey I. Nikolenko, Jonas Poelmans, Vasily Zaharchuk:
Online Recommender System for Radio Station Hosting. BIR 2012: 1-12 - [c21]Dmitry Gnatyshak, Dmitry I. Ignatov, Alexander Semenov, Jonas Poelmans:
Gaining Insight in Social Networks with Biclustering and Triclustering. BIR 2012: 162-171 - [c20]Sergei O. Kuznetsov, Alexey A. Neznanov, Jonas Poelmans:
A System for Knowledge Discovery in Big Dynamical Text Collections. FCA4AI@ECAI 2012: 81-87 - [c19]Paul Elzinga, Karl Erich Wolff, Jonas Poelmans:
Analyzing Chat Conversations of Pedophiles with Temporal Relational Semantic Systems. EISIC 2012: 242-249 - [c18]Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans:
Concept-Based Biclustering for Internet Advertisement. ICDM Workshops 2012: 123-130 - [c17]Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov:
Human-Centered Text Mining: A New Software System. ICDM 2012: 258-272 - [c16]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: 273-287 - [c15]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 - [c14]Dmitry I. Ignatov, Jonas Poelmans, Guido Dedene, Stijn Viaene:
A New Cross-Validation Technique to Evaluate Quality of Recommender Systems. PerMIn 2012: 195-202 - [e1]Florent Domenach, Dmitry I. Ignatov, Jonas Poelmans:
Formal Concept Analysis - 10th International Conference, ICFCA 2012, Leuven, Belgium, May 7-10, 2012. Proceedings. Lecture Notes in Computer Science 7278, Springer 2012, ISBN 978-3-642-29891-2 [contents] - [i2]Dmitry I. Ignatov, Jonas Poelmans, Vasily Zaharchuk:
Recommender System Based on Algorithm of Bicluster Analysis RecBi. CoRR abs/1202.2892 (2012) - [i1]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 abs/1202.2895 (2012) - 2011
- [j4]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): 3870-3876 (2011) - [j3]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene:
Formally analysing the concepts of domestic violence. Expert Syst. Appl. 38(4): 3116-3130 (2011) - [c13]Jonas Poelmans, Paul Elzinga, Guido Dedene, Stijn Viaene, Sergei O. Kuznetsov:
A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution. ICCS 2011: 201-214 - [c12]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: 82-96 - 2010
- [j2]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): 167-191 (2010) - [c11]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: 548-555 - [c10]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene:
Formal Concept Analysis in Knowledge Discovery: A Survey. ICCS 2010: 139-153 - [c9]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: 505-517 - [c8]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene:
Concept Discovery Innovations in Law Enforcement: A Perspective. INCoS 2010: 473-478 - [c7]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 - [c6]Paul Elzinga, Jonas Poelmans, Stijn Viaene, Guido Dedene, Shanti Morsing:
Terrorist threat assessment with formal concept analysis. ISI 2010: 77-82
2000 – 2009
- 2009
- [j1]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): 11864-11874 (2009) - [c5]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: 126-136 - [c4]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: 11-18 - [c3]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: 247-260 - [c2]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Marc M. Van Hulle:
Analyzing Domestic Violence with Topographic Maps: A Comparative Study. WSOM 2009: 246-254 - 2008
- [c1]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene:
An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis. ICDM 2008: 404-416
Coauthor Index
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