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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

2018

A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare

Gatta, R., Vallati, M., Lenkowicz, J., Casà, C., Cellini, F., Damiani, A. & Valentini, V., 13 Dec 2018, 30th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2018). IEEE, p. 647-654 8 p. 8576101

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

Open Access
File
2 Citations (Scopus)

A General Approach for Configuring PDDL Problem Models

Vallati, M. & Serina, I., 1 Jun 2018, Proceedings of the 28th International Conference on Automated Planning and Scheduling (ICAPS-18). AAAI press, Vol. 2018-June. p. 431-435 5 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

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

Open Access
File
2 Citations (Scopus)

An Innovative Heuristic for Planning-based Urban Traffic Control

Franco Aixela, S., Lindsay, A., Vallati, M. & McCluskey, T., 13 Jun 2018, Computational Science – ICCS 2018: 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I. Shi, Y., Fu, H., Tian, Y., Krzhizhanovskaya, V. V., Lees, M. H., Dongarra, J. & Sloot, P. M. A. (eds.). Cham: Springer Verlag, p. 181-193 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10860 LNCS).

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

Open Access
File

A Principled Analysis of the Interrelation Between Vehicular Communication and Reasoning Capabilities of Autonomous Vehicles

Vallati, M. & Chrpa, L., 7 Dec 2018, Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (ITSC). IEEE, p. 3761-3766 6 p. 8569953

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

Open Access
File

Determining Representativeness of Training Plans: A Case of Macro-operators

Chrpa, L. & Vallati, M., 13 Dec 2018, 30th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2018). IEEE, p. 488-492 5 p. 8576079

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

Open Access
File
1 Citation (Scopus)

Enumerating Preferred Extensions Using ASP Domain Heuristics: The ASPrMin Solver

Faber, W., Vallati, M., Cerutti, F. & Giacomin, M., 6 Sep 2018, Computational Models of Argument: Proceedings of COMMA 2018. Modgil, S., Budzynska, K. & Lawrence, J. (eds.). IOS Press, p. 459-460 2 p. (Frontiers in Artificial Intelligence and Applications).

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

Open Access
File
1 Citation (Scopus)
Open Access
File
2 Citations (Scopus)

KR&R Approaches for Robot Manipulation Tasks with Articulated Objects

Bertolucci, R., Capitanelli, A., Dodaro, C., Maratea, M., Mastrogiovanni, F. & Vallati, M., 11 Dec 2018, In : CEUR Workshop Proceedings. 2272, 8 p.

Research output: Contribution to journalConference article

Open Access

On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation

Vallati, M., Chrpa, L. & Kitchin, D., 12 Jun 2018, Computational Science – ICCS 2018: 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I. Shi, Y., Fu, H., Tian, Y., Krzhizanovskaya, V. V., Lees, M. H., Dongarra, J. & Sloot, P. M. A. (eds.). Springer Verlag, p. 15-27 13 p. (Lecture Notes in Computer Science; vol. 10860).

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

Open Access
File

On the Impact of Configuration on Abstract Argumentation Automated Reasoning

Cerutti, F., Vallati, M. & Giacomin, M., Jan 2018, In : International Journal of Approximate Reasoning. 92, p. 120-138 19 p.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

On the Manipulation of Articulated Objects in Human-Robot Cooperation Scenarios

Capitanelli, A., Maratea, M., Mastrogiovanni, F. & Vallati, M., 1 Nov 2018, In : Robotics and Autonomous Systems. 109, p. 139-155 17 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
Open Access
File
1 Citation (Scopus)

Performance Robustness of AI Planners in the 2014 International Planning Competition

Bocchese, A., Fawcett, C., Vallati, M., Gerevini, A. E. & Hoos, H. H., 21 Dec 2018, In : AI Communications. 31, 6, p. 445-463 19 p.

Research output: Contribution to journalArticle

Open Access
File

Unveiling the Oracle: Artificial intelligence for the 21st century

Cerutti, F., Grassi, A. & Vallati, M., 16 Dec 2018, In : Intelligent Decision Technologies. 12, 3, p. 371-379 9 p.

Research output: Contribution to journalArticle

Open Access
File
Open Access
4 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
9 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)

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. 7799286

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

Open Access
1 Citation (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 proceedingConference contribution

Open Access
3 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 proceedingConference contribution

1 Citation (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 proceedingConference contribution

Open Access
6 Citations (Scopus)