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Research Output

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Conference contribution
2019

Mitplan: A planning approach to mitigating concurrently applied clinical practice guidelines

Michalowski, M., Wilk, S., Michalowski, W. & Carrier, M., Jan 1 2019, Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Proceedings. Wilk, S., ten Teije, A. & Riaño, D. (eds.). Springer- Verlag, p. 93-103 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2017

AFGuide system to support personalized management of atrial fibrillation

Michalowski, W., Michalowski, M., O'Sullivan, D., Wilk, S. & Carrier, M., Jan 1 2017, AAAI Workshop - Technical Report: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, p. 562-567 6 p. (AAAI Workshop - Technical Report; vol. WS-17-01 -).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Using first-order logic to represent clinical practice guidelines and to mitigate adverse interactions

Wilk, S., Michalowski, M., Tan, X. & Michalowski, W., Jan 1 2014, Knowledge Representation for Health Care - 6th International Workshop, KR4HC 2014, Revised Selected Papers: Making Personalized and Participatory Medicine a Reality - Papers from the AAAI Fall Symposium, Technical Report. Teije, A. T., Miksch, S. & Riaño, D. (eds.). Springer Verlag, Vol. 8903. p. 45-61 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8903).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2013

Clinical practice guidelines and comorbid diseases: A minizinc representation of guideline models for mitigating adverse interactions

Wilk, S., Michalowski, M., Michalowski, W., Farion, K., Lin, D., Hing, M. M. & Mohapatra, S., Jan 1 2013, MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 ed. IOS Press, p. 352-356 5 p. (Studies in Health Technology and Informatics; vol. 192, no. 1-2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Procedural approach to mitigating concurrently applied clinical practice guidelines

Michalowski, M., Wilk, S., Lin, D., Michalowski, W., Tan, X. & Mohapatra, S., Jan 1 2013, Expanding the Boundaries of Health Informatics Using Artificial Intelligence - Papers from the 2013 AAAI Workshop, Technical Report. AI Access Foundation, p. 47-52 6 p. (AAAI Workshop - Technical Report; vol. WS-13-09).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Using constraint logic programming to implement iterative actions and numerical measures during mitigation of concurrently applied clinical practice guidelines

Michalowski, M., Wilk, S., Michalowski, W., Lin, D., Farion, K. & Mohapatra, S., Jan 1 2013, Artificial Intelligence in Medicine - 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Proceedings. Springer- Verlag, p. 17-22 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7885 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Scopus citations
2011

A constraint logic programming approach to identifying inconsistencies in clinical practice guidelines for patients with comorbidity

Michalowski, M., Mainegra Hing, M., Wilk, S., Michalowski, W. & Farion, K., Sep 26 2011, Artificial Intelligence in Medicine - 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Proceedings. p. 296-301 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6747 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Bayesian learning of generalized board positions for improved move prediction in computer go

Michalowski, M., Boddy, M. & Neilsen, M., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 815-820 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Reconciliation of concurrently applied clinical practice guidelines using constraint logic programming

Wilk, S., Michalowski, M., Hing, M. M., Michalowski, W. & Farion, K., Dec 1 2011, Proceedings of the 6th International Symposium on Health Informatics and Bioinformatics, HIBIT 2011. p. 33-40 8 p. 6450805. (Proceedings of the 6th International Symposium on Health Informatics and Bioinformatics, HIBIT 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2010

Experienced physicians and automatic generation of decision rules from clinical data

Klement, W., Wilk, S., Michalowski, M. & Farion, K., Dec 1 2010, Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Proceedings. p. 207-216 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6086 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity

Hing, M. M., Michalowski, M., Wilk, S., Michalowski, W. & Farion, K., Dec 1 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 447-452 6 p. 5703843

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library

O'Sullivan, D., Michalowski, W., Michalowski, M., Wilk, S. & Farion, K., Dec 1 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 461-466 6 p. 5703845

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2007

Exploiting automatically inferred constraint-models for building identification in satellite imagery

Michalowski, M., Knoblock, C. A., Bayer, K. & Choueiry, B. Y., Dec 1 2007, Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems, GIS 2007. p. 35-42 8 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Reformulating constraint models using input data

Michalowski, M., Knoblock, C. A. & Choueiry, B. Y., 2007, Abstraction, Reformulation, and Approximation - 7th International Symposium, SARA 2007 Proceedings. Springer Verlag, p. 402-404 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4612 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reformulating constraint satisfaction problems to improve scalability

Bayer, K. M., Michalowski, M., Choueiry, B. Y. & Knoblock, C. A., 2007, Abstraction, Reformulation, and Approximation - 7th International Symposium, SARA 2007 Proceedings. Springer Verlag, p. 64-79 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4612 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Reformulating CSPs for scalability with application to geospatial reasoning

Bayer, K. M., Michalowski, M., Choueiry, B. Y. & Knoblock, C. A., Dec 1 2007, Principles and Practice of Constraint Programming - CP 2007 - 13th International Conference, CP 2007, Proceedings. p. 164-179 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4741 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2006

A generalized query framework for geospatial reasoning

Michalowski, M. & Knoblock, C. A., Nov 13 2006, Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. p. 1922-1923 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2005

A constraint satisfaction approach to geospatial reasoning

Michalowski, M. & Knoblock, C. A., Dec 1 2005, Proceedings of the 20th National Conference on Artificial Intelligence and the 17th Innovative Applications of Artificial Intelligence Conference, AAAI-05/IAAI-05. Vol. 1. p. 423-429 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

A heterogeneous field matching method for record linkage

Minton, S. N., Nanjo, C., Knoblock, C. A., Michalowski, M. & Michelson, M., Dec 1 2005, Proceedings - Fifth IEEE International Conference on Data Mining, ICDM 2005. p. 314-321 8 p. 1565694. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

47 Scopus citations