Mauro Vallati
   

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Mauro Vallati

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 https://orcid.org/0000-0002-8429-3570

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20092023

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  • 2023

    An Efficient Heuristic for AI-based Urban Traffic Control

    Percassi, F., Bhatnagar, S., Guo, R., McCabe, K., McCluskey, L. & Vallati, M., 18 Feb 2023, (Accepted/In press) Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fixing Plans for PDDL+ Problems: Theoretical and Practical Implications

    Percassi, F., Scala, E. & Vallati, M., 3 Feb 2023, (Accepted/In press) Proceedings of the 33rd International Conference on Automated Planning and Scheduling. AAAI press

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Improving the Scalability of Automated Planning-based Vehicle Routing via Smart Routes Identification

    Švadlenka, M., Chrpa, L. & Vallati, M., 18 Feb 2023, (Accepted/In press) Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    A Sound (But Incomplete) Polynomial Translation from Discretised PDDL+ to Numeric Planning

    Percassi, F., Scala, E. & Vallati, M., 20 Jul 2022, AIxIA 2021 – Advances in Artificial Intelligence: 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1–3, 2021, Revised Selected Papers. Bandini, S., Gasparini, F., Mascardi, V., Palmonari, M. & Vizzari, G. (eds.). 1st ed. Springer, Cham, Vol. LNCS/LNAI 13196. p. 18-31 14 p. (Lecture Notes in Computer Science; vol. LNCS/LNAI 13196).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • A Two-phase Optimization Model for Autonomous Electric Customized Bus Service Design

    Guo, R., Guan, W., Bhatnagar, S. & Vallati, M., 1 Nov 2022, 25th IEEE International Conference on Intelligent Transportation Systems: ITSC 2022. IEEE, p. 383-388 6 p. 9921783

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies

    Bhatnagar, S., Guo, R., McCabe, K., McCluskey, L., Scala, E. & Vallati, M., 1 Nov 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE, p. 607-612 6 p. 9922231

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt

    Bhatnagar, S., Mund, S., Scala, E., McCabe, K., McCluskey, L. & Vallati, M., 3 Feb 2022, Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2 of 3. p. 387-397 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • On the Reformulation of Discretised PDDL+ to Numeric Planning (Extended Abstract)

    Percassi, F., Scala, E. & Vallati, M., 17 Jul 2022, Proceedings of 15th International Symposium on Combinatorial Search, SoCS 2022. 1 ed. AAAI press, Vol. 15. p. 314-316 3 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • The Power of Reformulation: From Validation to Planning in PDDL+

    Percassi, F., Scala, E. & Vallati, M., 13 Jun 2022, Proceedings of the Thirty-second International Conference on Automated Planning and Scheduling: (ICAPS 2022). Kumar, A., Thiébaux, S., Varakantham, P. & Yeoh, W. (eds.). Association for the Advancement of Artificial Intelligence, Vol. 32. p. 288-296 9 p. (Proceedings of the International Conference on Automated Planning and Scheduling).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Verification of Numeric Planning Problems through Domain Dynamic Consistency

    Scala, E., McCluskey, L. & Vallati, M., 17 Oct 2022, (Accepted/In press) Proceedings of the 21st International Conference of the Italian Association for Artificial Intelligence. Springer, Cham, 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    A Hybrid Automated Planning Approach for Urban Real-time Routing of Connected Vehicles

    Vallati, M., Scala, E. & Chrpa, L., 25 Oct 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. IEEE, p. 3821-3826 6 p. 9564838

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • An Efficient Algorithm for Semi-stable Extensions

    Cerutti, F., Giacomin, M., Vallati, M. & Zanetti, T., 22 May 2021, AIxIA 2020 – Advances in Artificial Intelligence: XIXth International Conference of the Italian Association for Artificial Intelligence, Revised Selected Papers. Baldoni, M. & Bandini, S. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. LNCS/LNAI 12414. p. 117-135 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12414 LNAI/LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An Efficient Hybrid Planning Framework for In-Station Train Dispatching

    Cardellini, M., Maratea, M., Vallati, M., Boleto, G. & Oneto, L., 16 Jun 2021, Computational Science – ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part I. Paszynski, M., Kranzlmüller, D., Krzhizhanovskaya, V. V., Dongarra, J. J. & Sloot, P. M. A. (eds.). Cham: Springer Nature Switzerland AG, Vol. LNCS/LNTCS 12742. p. 168-182 15 p. (Lecture Notes in Computer Science; vol. LNCS/LNTCS 12742).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • A Planning-based Approach for In-Station Train Dispatching

    Cardellini, M., Maratea, M., Vallati, M., Boleto, G. & Oneto, L., 22 Jul 2021, 14th International Symposium on Combinatorial Search, SoCS 2021. Ma, H. & Serina, I. (eds.). Association for the Advancement of Artificial Intelligence, Vol. 12. p. 156-158 3 p. (14th International Symposium on Combinatorial Search, SoCS 2021; vol. 12, no. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • A Quality Framework for Automated Planning Knowledge Models

    Vallati, M. & McCluskey, L., 19 Apr 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: ICAART 2021. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2. p. 635-644 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Effective Real-Time Urban Traffic Routing: An Automated Planning Approach

    Vallati, M. & Chrpa, L., 7 Sep 2021, Proceedings of the 7th International IEEE Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2021). IEEE Computer Society, 6 p. 9529329

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • In Defence of Design Patterns for AI Planning Knowledge Models

    Vallati, M. & McCluskey, T. L., 22 May 2021, AIxIA 2020 – Advances in Artificial Intelligence: XIXth International Conference of the Italian Association for Artificial Intelligence, Virtual Event, November 25–27, 2020, Revised Selected Papers. Baldoni, M. & Bandini, S. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. LNCS/LNAI 12414. p. 191-203 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12414 LNCS/LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • In-Station Train Dispatching: A PDDL+ Planning Approach

    Cardellini, M., Maratea, M., Vallati, M., Boleto, G. & Oneto, L., 18 May 2021, Proceedings of the 31st International Conference on Automated Planning and Scheduling: ICAPS 2021. Biundo, S., Do, M., Goldman, R., Katz, M., Yang, Q. & Zhou, H. H. (eds.). AAAI press, Vol. 31. p. 450-458 9 p. (Proceedings of the International Conference on Automated Planning and Scheduling; vol. 31).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • In-Station Train Movements Prediction: from Shallow to Deep Multi Scale Models

    Boleto, G., Oneto, L., Cardellini, M., Maratea, M., Vallati, M., Canepa, R. & Anguita, D., 6 Oct 2021, ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 475-480 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions

    Thimm, M., Cerutti, F. & Vallati, M., 19 Aug 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence: IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 2069-2075 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Translations from Discretised PDDL+ to Numeric Planning

    Percassi, F., Scala, E. & Vallati, M., 17 May 2021, Proceedings of the 31st International Conference on Automated Planning and Scheduling: ICAPS 2021. Biundo, S., Do, M., Goldman, R., Katz, M., Yang, Q. & Hankui Zhou, H. (eds.). AAAI press, Vol. 31. p. 252-261 9 p. 15969. (Proceedings of the International Conference on Automated Planning and Scheduling.; vol. 31).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Citations (Scopus)
  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File

  • A Mixed-Integer Programming Approach for Scheduling Roadworks in Urban Regions

    Vallati, M. & Chrpa, L., 27 Nov 2020, Proceedings of the 33rd Australasian Joint Conference on Artificial Intelligence: (AI2020). Gallagher, M., Moustafa, N. & Lakshika, E. (eds.). Cham: Springer Nature Switzerland AG, Vol. 12576 LNCS/LNAI. p. 82-93 12 p. (Lecture Notes in Computer Science; vol. 12576 LNCS/LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File

  • An Empirical Analysis of Predictors for Workload Estimation in Healthcare

    Gatta, R., Vallati, M., Pirola, I., Lenkowicz, J., Tagliaferri, L., Cappelli, C. & Castellano, M., 19 Jun 2020, Computational Science - ICCS 2020: 20th International Conference Amsterdam, The Netherlands, June 3-5, 2020, . Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Dongarra, J. J., Sloot, P. M. A., Brissos, S. & Teixeira, J. (eds.). Part 1 ed. Springer, Vol. LNCS 12137. p. 304-311 8 p. (Theoretical Computer Science and General Issues; vol. LNCS 12137, no. Part 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File

  • Centralised V ersus Decentralised Traffic Optimisation of Urban Road Networks: A Simulation Study

    Vallati, M., 20 Oct 2020, 2020 IEEE 5th International Conference on Intelligent Transportation Engineering: (ICITE 2020). IEEE, p. 319-325 7 p. 9231396

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    15 Citations (Scopus)

  • Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity

    Bertolucci, R., Capitanelli, A., Maratea, M., Mastrogiovanni, F. & Vallati, M., 24 Dec 2020, The 32th International Conference on Tools with Artificial Intelligence (ICTAI) 2020. Alamaniotis, M. & Pan, S. (eds.). IEEE, p. 1167-1174 8 p. 9288333. (International Conference on Tools with Artificial Intelligence Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File

  • Configurable Heuristic Adaptation for Improving Best First Search in AI Planning

    Serina, I. & Vallati, M., 24 Dec 2020, Proceedings - IEEE 32nd International Conference on Tools with Artificial Intelligence, ICTAI 2020. Alamaniotis, M. & Pan, S. (eds.). IEEE, p. 93-100 8 p. 9288343. (International Conference on Tools with Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • Exploiting Classical Planning Grounding in Hybrid PDDL+ Planning Engines

    Scala, E. & Vallati, M., 24 Dec 2020, Proceedings - IEEE 32nd International Conference on Tools with Artificial Intelligence, ICTAI 2020. Alamaniotis, M. & Pan, S. (eds.). IEEE Computer Society, p. 85-92 8 p. 9288340. (International Conference on Tools with Artificial Intelligence, ICTAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    3 Citations (Scopus)

  • Generating and Exploiting Cost Predictions in Heuristic State-Space Planning

    Percassi, F., Gerevini, A. E., Scala, E., Serina, I. & Vallati, M., 29 May 2020, Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling: (ICAPS 2020). Beck, J. C., Buffet, O., Hoffmann, J., Karpas, E. & Sohrabi, S. (eds.). AAAI press, Vol. 30. p. 569-573 5 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 30).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • On Computing the Set of Acceptable Arguments in Abstract Argumentation

    Thimm, M., Cerutti, F. & Vallati, M., 31 Aug 2020, Proceedings of the 8th International Conference on Models of Argument : (COMMA 2020). Prakken, H., Bistarelli, S., Santini, F. & Taticchi, C. (eds.). IOS Press, p. 363-370 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 326).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Reducing Traffic Congestion in Urban Areas via Real-Time Re-Routing: A Simulation Study

    Vallati, M. & Chrpa, L., 27 Nov 2020, Proceedings of the 33rd Australasian Joint Conference on Artificial Intelligence: (AI2020). Gallegher, M., Moustafa, N. & Lakshika, E. (eds.). Cham: Springer Nature Switzerland AG, Vol. 12576 LNCS/LNAI. p. 69-81 12 p. (Lecture Notes in Computer Science; vol. 12576 LNCS/LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

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

    Vallati, M. & Chrpa, L., 7 May 2020, Proceedings of the Workshop on Knowledge Engineering for Planning and Scheduling (KEPS): ICAPS 2019 Workshop. OpenReview, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    File
  • 2019

    AI to Facilitate Legal Analysis in the PESTLE Context

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    3 Citations (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 proceeding › Conference contribution › peer-review

    Open Access
    File
    6 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    4 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    4 Citations (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 proceeding › Conference contribution › peer-review

    Open Access
    File
    2 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    6 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    9 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    2 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    4 Citations (Scopus)
  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    10 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    7 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    1 Citation (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 proceeding › Conference contribution › peer-review

    Open Access
    File
    5 Citations (Scopus)

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    File
    2 Citations (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 proceeding › Conference contribution › peer-review

    Open Access
    File
    2 Citations (Scopus)