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Author

  • Mauro Vallati
2014

Improved Features for Runtime Prediction of Domain-Independent Planners

Fawcett, C., Vallati, M., Hutter, F., Hoffmann, J., Hoos, H. H. & Leyton-Brown, K., Aug 2014, Proceedings of the 24th International Conference on Automated Planning and Scheduling (ICAPS 2014). Chien, S., Fern, A., Ruml, W. & Do, M. (eds.). AAAI press, p. 355-359 5 p.

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

Open Access
25 Citations (Scopus)

Information Retrieval in Medicine: An Extensive Experimental Study

Gatta, R., Vallati, M., De Bari, B., Pasinetti, N., Cappelli, C., Pirola, I., Salvetti, M., Buglione, M., Muiesan, M. L., Magrini, S. & Castellano, M., 2014, Proceedings of the International Conference on Health Informatics. Angers, France, Vol. 1. p. 447-452 6 p.

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

2 Citations (Scopus)
11 Citations (Scopus)

Planning through Automatic Portfolio Configuration: The PbP Approach

Gerevini, A. E., Saetti, A. & Vallati, M., Jul 2014, In : Journal of Artificial Intelligence Research. 50, p. 639-696 58 p.

Research output: Contribution to journalArticle

Open Access
16 Citations (Scopus)

The Impact of Different Training Sets on Medical Documents Classification

Gatta, R., Vallati, M., De Bari, B. & Ozsahin, M., 17 Aug 2014, In : CEUR Workshop Proceedings. 1213, p. 1-5 5 p.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)
2013

Autonomic system architecture: An automated planning perspective

Jimoh, F., Chrpa, L. & Vallati, M., 2013, Artificial Intelligence Applications and Innovations - 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Vol. 412. p. 121-130 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

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

2 Citations (Scopus)

Clinical Similarities: An Innovative Approach for Supporting Medical Decisions

Vallati, M., Gatta, R., De Bari, B. & Magrini, S. M., 1 Dec 2013, MEDINFO 2013: Proceedings of the 14th World Congress on Medical and Health Informatics. Ulrich Lehmann, C., Ammenwerth, E. & Nøhr, C. (eds.). IOS Press, p. 1114-1114 1 p. (Studies in Health Technology and Informatics; vol. 192).

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

Open Access
1 Citation (Scopus)

Determining linearity of optimal plans by operator schema analysis

Chrpa, L., Vallati, M. & McCluskey, T. L., 2013, Proceedings of the 10th Symposium on Abstraction, Reformulation, and Approximation, SARA 2013. p. 34-41 8 p.

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

2 Citations (Scopus)

Efficient planning through automatic configuration and machine learning

Vallati, M., 30 Sep 2013, In : AI Communications. 26, 3, p. 319-321 3 p.

Research output: Contribution to journalArticle

Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients

Vallati, M., De Bari, B., Gatta, R., Buglione, M., Magrini, S. M., Jereczek-Fossa, B. A. & Bertoni, F., 1 Dec 2013, Artificial Intelligence Applications and Innovations: 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Papadopoulos, H., Andreou, A. S., Iliadis, L. & Maglogiannis, I. (eds.). Springer Verlag, p. 61-70 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

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

1 Citation (Scopus)

Exploring knowledge engineering strategies in designing and modelling a road traffic accident management domain

Shah, M. M., Chrpa, L., Kitchin, D., McCluskey, T. L. & Vallati, M., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2373-2379 7 p.

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

8 Citations (Scopus)

Generating macro-operators by exploiting inner entanglements

Chrpa, L., Vallati, M., McCluskey, T. L. & Kitchin, D., 2013, Proceedings of the 10th Symposium on Abstraction, Reformulation, and Approximation, SARA 2013. p. 42-49 8 p.

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

2 Citations (Scopus)

Learnability of specific structural patterns of planning problems

Chrpa, L., Vallati, M. & Osborne, H., 2013, Proceedings - 25th International Conference on Tools with Artificial Intelligence, ICTAI 2013. p. 18-23 6 p. 6735225

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

3 Citations (Scopus)

Revisiting inner entanglements in classical planning

Chrpa, L. & Vallati, M., 2013, Twelfth Scandinavian Conference on Artificial Intelligence. SCAI 2013. Vol. 257. p. 75-84 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 257).

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

Underestimation vs. overestimation in SAT-based planning

Vallati, M., Chrpa, L. & Crampton, A., 2013, AI*IA 2013: Advances in Artificial Intelligence - XIIIth International Conference of the Italian Association for Artificial Intelligence, Proceedings. Vol. 8249 LNAI. p. 276-287 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8249 LNAI).

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

2012

A Guide to Portfolio-Based Planning

Vallati, M., 1 Dec 2012, Multi-Disciplinary Trends in Artificial Intelligence: 6th International Workshop, MIWAI 2012, Proceedings. Springer Verlag, p. 57-68 12 p. (Lecture Notes in Computer Science; vol. 7694).

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

1 Citation (Scopus)
2011

Exploiting Macro-actions and Predicting Plan Length in Planning as Satisfiability

Gerevini, A. E., Saetti, A. & Vallati, M., 26 Sep 2011, AI*IA 2011: Artificial Intelligence Around Man and Beyond - XIIth International Conference of the Italian Association for Artificial Intelligence, Proceedings. Pirrone, R. & Sorbello, F. (eds.). Springer Verlag, p. 189-200 12 p. (Lecture Notes in Computer Science; vol. 6934).

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

4 Citations (Scopus)