Journal papers:

 

Poelmans, J., Elzinga, P., Viaene, S., Van Hulle, M. & Dedene G. (2009). Gaining insight in domestic violence with emergent self organizing maps, Expert systems with applications, 36, (9), 11864 11874.

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. Formally analyzing the concepts of domestic violence. (submitted for) Expert systems with applications.

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. Curbing domestic violence: Instantiating C-K theory with Formal Concept Analysis and Emergent Self Organizing Maps. (submitted for) IEEE transactions on knowledge and data engineering.

Poelmans, J., Elzinga, P., Viaene, S., Van Hulle, M. & Dedene G. Text Mining with Emergent Self Organizing Maps: A case study on domestic violence. Submitted for International Journal of Neural Systems.

Conference proceedings:

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G., Van Hulle, M. (2009). Analyzing domestic violence with topographic maps: a comparative study, Lecture Notes in Computer Science, 5629, 246 254 (Advances in Self-organizing Maps, 7th International Workshop on Self-Organizing Maps (WSOM). St. Augustine, Florida (USA), 8-10 June 2009, Springer).

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. (2009). A case of using formal concept analysis in combination with emergent self organizing maps for detecting domestic violence, Lecture Notes in Computer Science, 5633, 247 260 (Advances in Data Mining. Applications and Theoretical Aspects, 9th Industrial Conference (ICDM), Leipzig, Germany, July 20-22, 2009, Springer)

 

Poelmans, J, Elzinga, P., Van Hulle, M., Viaene, S., and Dedene, G. (2009). How Emergent Self Organizing Maps can help counter domestic violence, World Congress on Computer Science and Information Engineering (CSIE 2009), Los Angeles (USA), Vol. 4, IEEE Computer Society Press ISBN 978-0-7695-3507-4, 126 136.

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. (2010). A method based on Temporal Concept Analysis for detecting and profiling human trafficking suspects. IASTED International Conference on Artificial Intelligence. Insbruck, Austria, 15-17 february 2010.

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. (2008). An exploration into the power of formal concept analysis for domestic violence analysis, Lecture Notes in Computer Science, 5077, 404 416 (Advances in Data Mining. Applications and Theoretical Aspects, 8th Industrial Conference (ICDM), Leipzig, Germany, July 16-18, 2008, Springer)

 

Elzinga, P., Poelmans, J., Viaene, S., Dedene, G. (2009), Detecting domestic violence Showcasing a Knowledge Browser based on Formal Concept Analysis and Emergent Self Organizing Maps, Proceedings of the 11th International Conference on Enterprise Information Systems ICEIS 2009, Volume AIDSS, , pp. 11 18, Milan, Italy, May 6-10, 2009.

 

Poelmans, J., Elzinga, P., Viaene, S., Dedene, G. Formal Concept Analysis in knowledge discovery: a survey. Submitted for 18th international conference on conceptual structures (ICCS 2010): from information to intelligence. 26th - 30th July 2010
Kuching, Sarawak, Malaysia

 

Elzinga, P., Poelmans, J., Viaene, S., Dedene, G., Morsing, S. Terrorist threat assessment with Formal Concept Analysis. Submitted for IEEE International Conference on Intelligence and Security Informatics. May 23-26, 2010 Vancouver, Canada

 

Book chapter:

 

Poelmans J, Van Hulle M, Elzinga P, Viaene S, Dedene G (2008) Topographic maps for domestic violence analysis. Self-organizing maps and the related tools, pp. 136 - 145.

 

Awards:

 

Nominated for best paper award at 8th Industrial Conference (ICDM), Leipzig, Germany, July 16-18, 2008

 

Winner of young professionals best paper award at 9th Industrial Conference (ICDM), Leipzig, Germany, July 20-22, 2009

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