Projects per year
Personal profile
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18 Last checked 30 June 2020
Biography
I received my PhD in March 2012 from the University of Brescia, Italy. My supervisor was Alfonso Gerevini, co-supervisor Alessandro Saetti.
I worked at the planning group of the University of Brescia, as a postdoctoral research fellow, till September 2012.
In October 2012 I joined the PARK research group at the University of Huddersfield, as a research fellow in areas of automated planning. I then got a Senior Lecturership in May 2016.
Research Expertise and Interests
My main research interests are in Artificial Intelligence Planning and Argumentation. In particular I work on domain-independent planning, SAT-based planning, machine learning, abstract argumentation, portfolio approaches, heuristic search, genetic algorithms, and automatic algorithm configuration. I am also interested in the fields of innovative applications of AI in Medicine, and Computational Creativity.
For more up to date info, please check my website.
Research Degree Supervision
Click Here to see all postgraduate research opportunities with Dr Mauro Vallati
I am happy to supervise Ph.D. students willing to research in AI Planning, particulary in learning approaches for improving planning performance, and reformulation.
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Projects
AI4ME: AI for maximising Exploitation of Urban Networks via Personalised AVs Route Generation
1/03/18 → 28/02/21
Project: Research
MIREL: MIning and REasoning with Legal texts
Antoniou, G., Vallati, M., Tachmazidis, I., Mantle, M. & Bargiannis, G.
1/01/16 → 31/12/19
Project: Research
Research Output
A Centralised Framework for Maximising the Utilisation of Urban Road Networks by Leveraging on Connected Vehicles
Vallati, M. & Saigol, Z., 14 Apr 2020, (Accepted/In press) Proceedings of the 27th Intelligent Transportation Systems World Congress (ITS 2020). 18056Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
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
Centralised versus Decentralised Traffic Optimisation of Urban Road Networks: A Simulation Study
Vallati, M., 20 Jun 2020, (Accepted/In press) 2020 5th International Conference on Intelligent Transportation Engineering: (ICITE 2020). IEEE, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
Activities
16th International Conference on ICT in Education, Research and Industrial Applications (Event)
Mauro Vallati (Programme Committee Member)Jun 2020 → Oct 2020
Activity: Publication peer-review and editorial work types › Conference Peer-review
15th International Conference on ICT in Education, Research and Industrial Applications (Event)
Mauro Vallati (Programme Committee Member)Jun 2019
Activity: Publication peer-review and editorial work types › Conference Peer-review
Planning Machine Activity Between Manufacturing Operations: Maintaining Accuracy While Reducing Energy Consumption
Simon Parkinson (Speaker), Mauro Vallati (Speaker), Andrew Longstaff (Speaker), Simon Fletcher (Speaker), Lukas Chrpa (Speaker)14 Jun 2016
Activity: Talk or presentation types › Oral presentation
Towards a Reformulation Based Approach for Efficient Numeric Planning: Numeric Outer Entanglements
Mauro Vallati (Speaker), Lukáš Chrpa (Speaker)11 Jun 2015
Activity: Talk or presentation types › Oral presentation
Towards a Protocol for Benchmark Selection in IPC
Mauro Vallati (Speaker), Tiago Vaquero (Speaker)8 Jun 2015
Activity: Talk or presentation types › Oral presentation