Research output per year
Research output per year
Research output
- 50 - 100 out of 104 results
Search results
-
2017
Embedding Automated Planning within Urban Traffic Management Operations
McCluskey, T. & Vallati, M., 18 Jun 2017, Proceedings of the 27th International Conference on Automated Planning and Scheduling: (ICAPS 2017). Barbulescu, L., Frank, J., M. & Smith, S. F. (eds.). Association for the Advancement of Artificial Intelligence, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access29 Citations (Scopus) -
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR
Gatta, R., Vallati, M., Lenkowicz, J., Rojas, E., Damiani, A., Sacchi, L., De Bari, B., Dagliati, A., Fernandez-Llatas, C., Montesi, M., Marchetti, A., Castellano, M. & Valentini, V., 4 Dec 2017, Proceedings of the Ninth Conference on Knowledge Capture (K-CAP), (Austin, TX, 4-6 December 2017). Association for Computing Machinery (ACM), 4 p. 36Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
10 Citations (Scopus) -
Have a little patience: Let planners play cards
Jilani, R., Crampton, A., Kitchin, D. & Vallati, M., 2017, Proceedings of the 34th Workshop of the UK Planning and Scheduling Special Interest Group: (PlanSIG 2016). Chrpa, L., Parkinson, S. & Vallati, M. (eds.). Vol. 1782. 7 p. (UK Planning and Scheduling Special Interest Group 2016.).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Improving a planner’s performance through online heuristic configuration of domain models
Vallati, M., Chrpa, L. & McCluskey, T., 15 Jun 2017, Proceedings of the Tenth International Symposium on Combinatorial Search (SoCS 2017). Fukunaga, A. & Kishimoto, A. (eds.). AAAI press, 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
On the Combination of Argumentation Solvers into Parallel Portfolios
Vallati, M., Cerutti, F. & Giacomin, M., 9 Jul 2017, AI 2017: Advances in Artificial Intelligence: 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19–20, 2017, Proceedings. Peng, W., Alahakoon, D. & Li, X. (eds.). 1st ed. Springer Verlag, p. 315-327 13 p. (Lecture Notes in Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
On the Evolution of Planner-Specific Macro Sets
Vallati, M., Chrpa, L. & Serina, I., 7 Nov 2017, AI*AI 2017 Advances in Artificial Intelligence: XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings. Esposito, F., Basili, R., Ferilli, S. & Lisi, F. A. (eds.). Springer Verlag, p. 443-454 12 p. (Lecture Notes in Artificial Intelligence (LNAI); vol. 10640).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
On the Exploitation of Automated Planning for Reducing Machine Tools Energy Consumption Between Manufacturing Operations
Parkinson, S., Longstaff, A., Fletcher, S., Vallati, M. & Chrpa, L., 18 Jun 2017, 27th International Conference on Automated Planning and Scheduling: (ICAPS 2017). Barbulescu, L., Frank, J., M. & Smith, S. F. (eds.). Association for the Advancement of Artificial Intelligence, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
pMineR: An Innovative R Library for Performing Process Mining in Medicine
Gatta, R., Lenkowicz[, J., Vallati, M., Rojas, E., Damiani, A., Sacchi, L., De Bari, B., Dagliati, A., Fernandez-Llatas, C., Montesi, M., Marchetti, A., Castellano, M. & Valentini, V., Jun 2017, Artificial Intelligence in Medicine: Proceedings of the 16th Conference on Artificial Intelligence in Medicine. Springer International Publishing AG, p. 351-355 5 p. (Lecture Notes in Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access23 Citations (Scopus) -
Preface
Chrpa, L., Parkinson, S. & Vallati, M., 2017, Proceedings of the 34th Workshop of the UK Planning and Scheduling Special Interest Group : PlanSIG 2016. Vol. 1782. 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Security Auditing in the Fog
Parkinson, S., Qin, Y., Khan, S. & Vallati, M., 2017, Proceedings of the Second International Conference on Internet of Things: Data and Cloud Computing (ICC 2017). New York: Association for Computing Machinery (ACM), 9 p. a191Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
2016
Bridging the Gap Between Knowledge Representation and Electronic Health Records
Gatta, R., Vallati, M., Cappelli, C., De Bari, B., Salvetti, M., Finardi, S., Muiesan, M. L., Valentini, V. & Castellano, M., 2016, Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies. Portugal: Science and Technology Publications, p. 159-165 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
Efficient macroscopic urban traffic models for reducing congestion: A PDDL+ planning approach
Vallati, M., Magazzeni, D., Schutter, B. D., Chrpa, L. & McCluskey, T. L., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3188-3194 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access54 Citations (Scopus) -
jArgSemSAT: An Efficient Off-The-Shelf Solver for Abstract Argumentation Frameworks
Cerutti, F., Vallati, M. & Giacomin, M., 2016, Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning. AAAI press, p. 541-544 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
On the Effectiveness of Automated Configuration in Abstract Argumentation Reasoning
Cerutti, F., Vallati, M. & Giacomin, M., Sep 2016, Computational Models of Argument: Proceedings of COMMA 2016. Netherlands: IOS Press, Vol. 287. p. 199-206 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 287).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Citations (Scopus) -
On the exploitation of Automated Planning for efficient decision making in road traffic accident management
Chrpa, L. & Vallati, M., 27 Dec 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 6607-6612 6 p. 7799286Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Citations (Scopus) -
Portfolio Methods for Optimal Planning: An Empirical Analysis
Rizzini, M., Fawcett, C., Vallati, M., Gerevini, A. E. & Hoos, H. H., 7 Jan 2016, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence . IEEE, p. 494-501 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Citations (Scopus) -
RadioBio data: A Moddicom Module to Predict Tumor Control Probability and Normal Tissue Complication Probability in Radiotherapy
Dinapoli, N., Alitto, A. R., Vallati, M., Autorino, R., Gatta, R., Boldrini, L., Damiani, A., Mantini, G. & Valentini, V., 2016, Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies. Portugal: Science and Technology Publications, p. 277-281 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
Solving set Optimization problems by cardinality Optimization with an application to argumentation
Faber, W., Vallati, M., Cerutti, F. & Giacomin, M., 2016, Frontiers in Artificial Intelligence and Applications. IOS Press, Vol. 285. p. 966-973 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access11 Citations (Scopus) -
Where Are We Now? State of the Art and Future Trends of Solvers for Hard Argumentation Problems
Cerutti, F., Vallati, M. & Giacomin, M., 2016, Computational Models of Argument: Proceedings of COMMA 2016. Netherlands: IOS Press, Vol. 287. p. 207-218 12 p. (Frontiers in Artificial Intelligence and Applications; vol. 287).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access12 Citations (Scopus) -
2015
Ascol: A tool for improving automatic planning domain model acquisition
Jilani, R., Crampton, A., Kitchin, D. & Vallati, M., 2015, AIIA 2015 - Advances in Artificial Intelligence - XIVth International Conference of the Italian Association for Artificial Intelligence, Proceedings. Springer Verlag, Vol. 9336. p. 438-451 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9336).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Citations (Scopus) -
Distributed Learning to Protect Privacy in Multi-centric Clinical Studies
Damiani, A., Vallati, M., Gatta, R., Dinapoli, N., Jochems, A., Deist, T., van Soest, J., Dekker, A. & Valentini, V., 2015, Artificial Intelligence in Medicine: 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Holmes, J. H., Bellazzi, R., Sacchi, L. & Peek, N. (eds.). Springer, Cham, Vol. 9105. p. 65-75 11 p. (Lecture Notes in Computer Science; vol. 9105).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Citations (Scopus) -
Exploiting parallelism for hard problems in abstract argumentation
Cerutti, F., Tachmazidis, I., Vallati, M., Batsakis, S., Giacomin, M. & Antoniou, G., 1 Jun 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, Vol. 2. p. 1475-1481 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access9 Citations (Scopus) -
Exploring the Synergy between Two Modular Learning Techniques for Automated Planning
Fuentetaja, R., Chrpa, L., McCluskey, T. L. & Vallati, M., 13 May 2015, Proceedings of the 8th Annual Symposium on Combinatorial Search, SoCS 2015. AAAI press, p. 35-43 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Identifying and exploiting features for effective plan retrieval in case-based planning
Vallati, M., Serina, I., Saetti, A. & Gerevini, A. E., Apr 2015, Proceedings of the 25th International Conference on Automated Planning and Scheduling (ICAPS 2015). Brafman, R., Domshlak, C., Haslum, P. & Zilberstein, S. (eds.). AAAI press, p. 239-243 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Citations (Scopus) -
Moddicom: A complete and easily accessible library for prognostic evaluations relying on image features
Dinapoli, N., Alitto, A. R., Vallati, M., Gatta, R., Autorino, R., Boldrini, L., Damiani, A. & Valentini, V., 5 Nov 2015, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : EMBC. p. 771-774 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
38 Citations (Scopus) -
On the effective configuration of planning domain models
Vallati, M., Hutter, F., Chrpa, L. & McCluskey, T. L., 25 Jul 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 1704-1711 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access30 Citations (Scopus) -
On the efficient allocation of diagnostic activities in modern imaging departments
Gatta, R., Vallati, M., Mazzini, N., Kitchin, D., Bonisoli, A., Gerevini, A. E. & Valentini, V., 2015, Progress in Artificial Intelligence - 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Proceedings. Springer Verlag, Vol. 9273. p. 103-109 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9273).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
On the online generation of effective macro-operators
Chrpa, L., Vallati, M. & McCluskey, T. L., 25 Jul 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 1544-1550 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access9 Citations (Scopus) -
On the Stylistic Evolution of a Society of Virtual Melody Composers
Velardo, V. & Vallati, M., 15 Mar 2015, Evolutionary and Biologically Inspired Music, Sound, Art and Design: Proceedings of the 4th International Conference, EvoMUSART 2015. Johnson, C., Carballal, A. & Correia, J. (eds.). Switzerland: Springer International Publishing AG, p. 249-260 12 p. (Lecture notes in Computer Science; vol. 9027).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
The Effect of Repetition and Expertise on Liking and Complexity in Contemporary Music
Velardo, V. & Vallati, M., 2015, Proceedings of the Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music. Ginsborg, J., Lamont, A. & Bramleu, S. (eds.). p. 810-815 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Towards a Reformulation Based Approach for Efficient Numeric Planning: Numeric Outer Entanglements
Chrpa, L., Scala, E. & Vallati, M., 14 May 2015, Proceedings of the 8th Annual Symposium on Combinatorial Search, SoCS 2015. AAAI press, p. 166-170 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Citations (Scopus) -
2014
A Benchmark Framework for a Computational Argumentation Competition
Cerutti, F., Oren, N., Strass, H., Thimm, M. & Vallati, M., 2014, Computational Models of Argument: Proceedings of COMMA 2014. IOS Press, Vol. 266. p. 459-460 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 266).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
19 Citations (Scopus) -
Algorithm selection for preferred extensions enumeration
Giacomin, M., Cerutti, F. & Vallati, M., 2014, Computational Models of Argument: Proceedings of COMMA 2014. IOS Press, Vol. 266. p. 221-232 12 p. (Frontiers in Artificial Intelligence and Applications; vol. 266).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Citations (Scopus) -
An SCC Recursive Meta-Algorithm for Computing Preferred Labellings in Abstract Argumentation
Cerutti, F., Giacomin, M., Vallati, M. & Zanella, M., 4 May 2014, 14th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2014. AAAI press, p. 42-51 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access30 Citations (Scopus) -
ArgSemSAT: Solving argumentation problems using SAT
Giacomin, M., Cerutti, F. & Vallati, M., 2014, Computational Models of Argument: Proceedings of COMMA 2014. IOS Press, Vol. 266. p. 455-456 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 266).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
39 Citations (Scopus) -
Argumentation Frameworks Features: an Initial Study
Vallati, M., Cerutti, F. & Giacomin, M., 1 Jan 2014, ECAI 2014: 21st European Conference on Artificial Intelligence, Including Prestigious Applications of Intelligent Systems, PAIS 2014, Proceedings. Schaub, T., Friedrich, G. & O'Sullivan, B. (eds.). IOS Press, p. 1117-1118 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 263).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Citations (Scopus) -
Computing Preferred Extensions in Abstract Argumentation: A SAT-Based Approach
Cerutti, F., Dunne, P. E., Giacomin, M. & Vallati, M., 2014, Theory and Applications of Formal Argumentation: Second International Workshop, TAFA 2013, Beijing, China, August 3-5, 2013, Revised Selected Papers. Black, E., Modgil, S. & Oren, N. (eds.). Berlin: Springer Verlag, p. 176-193 18 p. Chapter 12. (Theory and Applications of Formal Argumentation; vol. 8306).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access51 Citations (Scopus) -
Generating challenging benchmark AFs
Giacomin, M., Cerutti, F. & Vallati, M., 2014, Computational Models of Argument: Proceedings of COMMA 2014. IOS Press, Vol. 266. p. 457-458 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 266).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
GenoMeMeMusic: A Memetic-based Framework for Discovering the Musical Genome
Velardo, V. & Vallati, M., 2014, Proceedings ICMC 2014. Schaub, T., Friedrich, G. & O'Sullivan, B. (eds.). IOS Press, Vol. 2014. p. 1558-1564 7 p. ( Frontiers in artificial intelligence and applications; vol. 263).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
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 proceeding › Conference contribution › peer-review
Open Access33 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 proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
MUM: A technique for maximising the utility of macro-operators by constrained generation and use
Chrpa, L., Vallati, M. & McCluskey, T. L., 10 May 2014, Proceedings Of The Twenty-Fourth International Conference On Automated Planning And Scheduling: ICAPS 2014. Chien, S., Do, M., Fern, A. & Ruml, W. (eds.). AAAI press, p. 65-73 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access20 Citations (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 proceeding › Conference contribution › peer-review
3 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 proceeding › Conference contribution › peer-review
Open Access1 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 proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
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 proceeding › Conference contribution › peer-review
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 proceeding › Conference contribution › peer-review
13 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 proceeding › Conference contribution › peer-review
3 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. 6735225Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 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 proceeding › Conference contribution › peer-review