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  • Mauro Vallati
2020

A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains

Bhatti, F., Kitchin, D. & Vallati, M., 9 Jan 2020, Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings. Bramer, M. & Petridis, M. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, p. 139-145 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11927 LNAI).

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

Open Access
File

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare

Gatta, R., Vallati, M., Fernandez-Llatas, C., Martinez-Millana, A., Orini, S., Sacchi, L., Lenkowicz, J., Marcos, M., Munoz-Gama, J., Cuendet, M., de Bari, B., Marco-Ruiz, L., Stefanini, A. & Castellano, M., 3 Jan 2020, Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. Di Francescomarino, C., Dijkman, R. & Zdun, U. (eds.). 1 ed. Cham: Springer, Vol. 362. p. 545-556 12 p. (Lecture Notes in Business Information Processing; vol. 362 LNBIP).

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

Generating and Exploiting Cost Predictions in Heuristic State-Space Planning

Percassi, F., Gerevini, A. E., Scala, E., Serina, I. & Vallati, M., 20 Jan 2020, (Accepted/In press) Proceedings of The 30th International Conference on Automated Planning and Scheduling (ICAPS) . AAAI press, 5 p.

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

Knowledge Engineering Tools and Techniques for AI Planning

Vallati, M. (ed.) & Kitchin, D. (ed.), 2020, (Accepted/In press) 1st ed. Springer Nature Switzerland AG. 277 p.

Research output: Book/ReportBook

Maximising goals achievement through abstract argumentation frameworks: An optimal approach

Cohen, A., Gottifredi, S., Vallati, M., García, A. & Antoniou, G., 1 Mar 2020, In : Expert Systems with Applications. 141, p. 1-12 12 p., 112930.

Research output: Contribution to journalArticle

2019

AI to Facilitate Legal Analysis in the PESTLE Context

Vallati, M. & Grassi, A., Jul 2019, The EMerging Technology conference (EMiT) 2019. Bane, M. K. & Holmes, V. (eds.). IET, p. 66-68 3 p.

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

An ASP-Based Framework for the Manipulation of Articulated Objects using Dual-Arm Robots

Bertolucci, R., Capitanelli, A., Dodaro, C., Leone, N., Maratea, M., Mastrogiovanni, F. & Vallati, M., 13 Jul 2019, Logic Programming and Nonmonotonic Reasoning: 15th International Conference, LPNMR 2019, Philadelphia, PA, USA, June 3-7, 2019, Proceedings. Balduccini, M., Lierler, Y. & Woltran, S. (eds.). Springer International Publishing AG, Vol. LNAI 11481. p. 32-44 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11481 LNAI).

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

1 Citation (Scopus)

Automated Planning Encodings for the Manipulation of Articulated Objects in 3D with Gravity

Bertolucci, R., Capitanelli, A., Maratea, M., Mastrogiovanni, F. & Vallati, M., 17 Nov 2019, AI*IA 2019 – Advances in Artificial Intelligence: XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19–22, 2019, Proceedings. Alviano, M., Greco, G. & Scarcello, F. (eds.). 1st ed. Cham: Springer International Publishing AG, Vol. LNAI 11946. p. 135-150 16 p. (Lecture Notes in Computer Science).

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

Automated Training Plan Generation For Athletes

ŠkeřÍk, T., Chrpa, L., Faber, W. & Vallati, M., 17 Jan 2019, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018). IEEE, p. 3865-3870 6 p.

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

Open Access
File
Open Access
File

Exploiting Automated Planning for Efficient Centralized Vehicle Routing and Mitigating Congestion in Urban Road Networks

Chrpa, L., Vallati, M. & Parkinson, S., 8 Apr 2019, Proceedings of The 34th ACM/SIGAPP Symposium on Applied Computing (SAC-19). Association for Computing Machinery (ACM), p. 191-194 4 p.

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

Open Access
File
1 Citation (Scopus)

How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning

Vallati, M., Chrpa, L. & Kitchin, D., 13 Aug 2019, Computational Science - ICCS 2019: 19th International Conference, Faro, Portugal, June 12-14, 2019 Proceedings, Part V. Rodriques, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Dongarra, J. J. & Sloot, P. M. A. (eds.). 1st ed. Cham: Springer Verlag, Vol. LNCS11540. p. 453-460 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11540 LNCS).

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

Open Access
File

How we designed winning algorithms for abstract argumentation and which insight we attained

Cerutti, F., Giacomin, M. & Vallati, M., 1 Nov 2019, In : Artificial Intelligence. 276, p. 1-40 40 p.

Research output: Contribution to journalArticle

Improving Domain-Independent Planning via Critical Section Macro-Operators

Chrpa, L. & Vallati, M., 17 Jul 2019, Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence. AAAI press, Vol. 33. p. 7546-7553 8 p.

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

Open Access
File

Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation

Franco Aixela, S., Vallati, M., Lindsay, A. & McCluskey, T., 13 Aug 2019, Computational Science - ICCS 2019: 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part V. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Dongarra, J. J. & Sloot, P. M. A. (eds.). 1st ed. Cham: Springer Verlag, Vol. LNSC11540. p. 491-498 8 p. (Lecture Notes in Computer Science).

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

Open Access
File

Inner entanglements: Narrowing the search in classical planning by problem reformulation

Chrpa, L., Vallati, M. & McCluskey, T., May 2019, In : Computational Intelligence. 35, 2, p. 395-429 35 p.

Research output: Contribution to journalArticle

Open Access
File

MEvo: A framework for effective macro sets evolution

Vallati, M., Chrpa, L. & Serina, I., 30 Sep 2019, In : Journal of Experimental and Theoretical Artificial Intelligence.

Research output: Contribution to journalArticle

On the Configuration of SAT Formulae

Vallati, M. & Maratea, M., 17 Nov 2019, AI*IA 2019 – Advances in Artificial Intelligence: XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19–22, 2019, Proceedings. Alviano, M., Greco, G. & Scarcello, F. (eds.). 1st ed. Cham: Springer Verlag, Vol. LNAI 11946. p. 264-277 14 p. (Lecture Notes in Computer Science).

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

On the Feasibility of Distributed Process Mining in Healthcare

Gatta, R., Vallati, M., Lenkowicz, J., Masciocchi, C., Cellini, F., Boldrini, L., Fernandez-Llatas, C., Valentini, V. & Damiani, A., 13 Aug 2019, Computational Science - ICCS 2019: 19th International Conference Faro, Portugal, June 12-14, 2019 Proceedings, Part V. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Dongarra, J. J. & Sloot, P. M. A. (eds.). Cham: Springer Verlag, Vol. LNCS 11540. p. 445-452 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11540 LNCS).

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

Open Access
File

On the predictability of domain-independent temporal planners

Cenamor, I., Vallati, M. & Chrpa, L., 1 Nov 2019, In : Computational Intelligence. 35, 4, p. 745-773 29 p.

Research output: Contribution to journalArticle

On the Robustness of Domain-Independent Planning Engines: The Impact of Poorly-Engineered Knowledge

Vallati, M. & Chrpa, L., 23 Sep 2019, K-CAP 2019: Proceedings of the 10th International Conference on Knowledge Capture. Association for Computing Machinery (ACM), p. 197-204 8 p.

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

Predictive models and abstract argumentation: the case of high-complexity semantics

Vallati, M., Cerutti, F. & Giacomin, M., 2019, In : Knowledge Engineering Review. 34, p. 1-23 23 p., e6.

Research output: Contribution to journalArticle

Open Access

The International Competition on Knowledge Engineering for Planning and Scheduling: Food for Thoughts (and Call to Action)

Vallati, M. & Chrpa, L., 12 May 2019, (Accepted/In press) Proceedings of the Workshop on Knowledge Engineering for Planning and Scheduling (KEPS): ICAPS 2019 Workshop. 4 p.

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

Open Access
File

Towards a modular decision support system for radiomics: A case study on rectal cancer

Gatta, R., Vallati, M., Dinapoli, N., Masciocchi, C., Lenkowicz, J., Cusumano, D., Casà, C., Farchione, A., Damiani, A., van Soest, J., Dekker, A. & Valentini, V., May 2019, In : Artificial Intelligence in Medicine. 96, p. 145-153 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
2017

A Hypercat-Enabled Semantic Internet of Things Data Hub

Tachmazidis, I., Batsakis, S., Davies, J., Duke, A., Vallati, M., Antoniou, G. & Clarke, S. S., 2017, The Semantic Web - 14th International Conference, ESWC 2017, Proceedings. Springer Verlag, Vol. 10250 LNCS. p. 125-137 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10250 LNCS).

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

6 Citations (Scopus)

An Efficient Java-Based Solver for Abstract Argumentation Frameworks: jArgSemSAT

Cerutti, F., Vallati, M. & Giacomin, M., 12 Apr 2017, In : International Journal on Artificial Intelligence Tools. 26, 02, 26 p., 1750002.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

Automated planning for urban traffic management

McCluskey, T., Vallati, M. & Franco Aixela, S., Aug 2017, Proceedings of the 2017 International Joint Conference on Artificial Intelligence. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 5238-5240 3 p.

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

Open Access

Automated Planning Techniques for Robot Manipulation Tasks Involving Articulated Objects

Capitanelli, A., Maratea, M., Matrogiovanni, F. & Vallati, M., 7 Nov 2017, AI*IA 2017 Advances in Artificial Intelligence: XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings.. Springer Verlag, p. 483-497 15 p. (Lecture Notes in Artificial Intelligence).

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

Open Access
4 Citations (Scopus)

Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: A preliminary report

De Bari, B., Vallati, M., Gatta, R., Lestrade, L., Manfrida, S., Carrie, C. & Valentini, V., 21 Jul 2017, In : Oncotarget. 8, 65, p. 108509-108521 13 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Embedding Automated Planning within Urban Traffic Management Operations

McCluskey, T. & Vallati, M., 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 proceedingConference contribution

Open Access
11 Citations (Scopus)

Engineering Knowledge for Automated Planning: Towards a Notion of Quality

McCluskey, T., Vaquero, T. & Vallati, M., 4 Dec 2017, Proceedings of the 9th International Conference on Knowledge Capture (K-CAP), (Austin, TX: 4-6 December 2017). Association for Computing Machinery (ACM), 8 p. 14

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
3 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. 36

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

2 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 proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

1 Citation (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 proceedingConference contribution

1 Citation (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., 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 proceedingConference contribution

Open Access
1 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 proceedingConference contribution

Open Access
10 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 proceedingConference contribution

Open Access

PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE

Alitto, A. R., Gatta, R., Vanneste, B. G. L., Vallati, M., Meldolesi, E., Damiani, A., Lanzotti, V., Mattiucci, G. C., Frascino, V., Masciocchi, C., Catucci, F., Dekker, A., Lambin, P., Valentini, V. & Mantini, G., 1 Oct 2017, In : Future Oncology. 13, 24

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

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. a191

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

1 Citation (Scopus)

Static and Dynamic Portfolio Methods for Optimal Planning: An Empirical Analysis

Rizzini, M., Fawcett, C., Vallati, M., Gerevini, A. E. & Hoos, H. H., 23 Feb 2017, In : International Journal on Artificial Intelligence Tools. 26, 01, 27 p., 1760006.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

The Fifth International competition on knowledge engineering for planning and scheduling: Summary and trends

Chrpa, L., McCluskey, T. L., Vallati, M. & Vaquero, T., 2 Apr 2017, In : AI Magazine. 38, 1, p. 104-106 3 p.

Research output: Contribution to journalReview article

Open Access
4 Citations (Scopus)
Open Access
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 proceedingConference contribution

1 Citation (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 proceedingConference contribution

Open Access
28 Citations (Scopus)

Generating structured argumentation frameworks: Afbenchgen2

Cerutti, F., Giacomin, M. & Vallati, M., 1 Jan 2016, Computational Models of Argument : Proceedings of COMMA 2016 . Baroni, P., Gordon, T. F., Scheffler, T. & Stede, M. (eds.). Vol. 287. p. 467-468 2 p. (Frontiers in Artificial Intelligence and Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
4 Citations (Scopus)

Identifying and Exploiting Features for Effective Plan Retrieval in Case-Based Planning

Vallati, M., Serina, I., Saetti, A. & Gerevini, A. E., 24 Dec 2016, In : Fundamenta Informaticae. 149, 1-2, p. 209-240 32 p.

Research output: Contribution to journalArticle

1 Citation (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 proceedingConference contribution

3 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 proceedingConference contribution

Open Access
2 Citations (Scopus)