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Author

  • Mauro Vallati
Article

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)

ASAP: An automatic algorithm selection approach for planning

Vallati, M., Chrpa, L. & Kitchin, D., 29 Dec 2014, In : International Journal on Artificial Intelligence Tools. 23, 6, 1460032.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Automated planning for urban traffic control: Strategic vehicle routing to respect air quality limitations

Chrpa, L., Magazzeni, D., McCabe, K., McCluskey, T. L. & Vallati, M., 2015, In : CEUR Workshop Proceedings. 1493, p. 65-79 15 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Could Machine Learning Improve the Prediction of Pelvic Nodal Status of Prostate Cancer Patients? Preliminary Results of a Pilot Study

De Bari, B., Vallati, M., Gatta, R., Simeone, C., Girelli, G., Ricardi, U., Meattini, I., Gabriele, P., Bellavita, R., Krengli, M., Cafaro, I., Cagna, E., Bunkheila, F., Borghesi, S., Signor, M., Di Marco, A., Bertoni, F., Stefanacci, M., Pasinetti, N., Buglione, M. & 1 others, Magrini, S. M., 2015, In : Cancer Investigation. 33, 6, p. 232-240 9 p.

Research output: Contribution to journalArticle

3 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)

Discovering interesting trends in real medical data: A study in diabetic retinopathy

Somaraki, V., Vallati, M. & McCluskey, T. L., 1 Jan 2015, In : Lecture Notes in Computer Science. 9273, p. 134-140 7 p.

Research output: Contribution to journalArticle

1 Citation (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

Open Access
File

Exploiting macro-actions and predicting plan length in planning as satisfiability

Gerevini, A. E., Saetti, A. & Vallati, M., Apr 2015, In : AI Communications. 28, 2, p. 323-344 22 p.

Research output: Contribution to journalArticle

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

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

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)

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

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

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

11 Citations (Scopus)

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)

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

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

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)

Portfolio-based planning: State of the art, common practice and open challenges

Vallati, M., Chrpa, L. & Kitchin, D., 18 Sep 2015, In : AI Communications. 28, 4, p. 717-733 17 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

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

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)

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)

Symbolic melodic similarity: State of the art and future challenges

Velardo, V., Vallati, M. & Jan, S., 2016, In : Computer Music Journal. 40, 2, p. 70-83 14 p.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

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)

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)
Book

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

Chapter

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 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)
Conference article

Argumentation Extensions Enumeration as a Constraint Satisfaction Problem: A Performance Overview

Vallati, M., Cerutti, F. & Giacomin, M., 18 Aug 2014, In : CEUR Workshop Proceedings. 1212, 13 p.

Research output: Contribution to journalConference article

Open Access
1 Citation (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

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)
Open Access
Conference contribution

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 proceedingConference contribution

15 Citations (Scopus)

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)

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

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)

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)

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

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 proceedingConference contribution

10 Citations (Scopus)

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)

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

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 proceedingConference contribution

Open Access
21 Citations (Scopus)

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

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 proceedingConference contribution

34 Citations (Scopus)