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ORCIDMauro Vallati
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- affiliation: University of Huddersfield, UK
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2020 – today
- 2024
[j44]Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli
, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani:
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics. BMC Medical Informatics Decis. Mak. 24(1): 170 (2024)- [j43]Rongge Guo, Mauro Vallati, Yutong Wang, Hui Zhang, Yuanyuan Chen, Fei-Yue Wang:
Sustainability Opportunities and Ethical Challenges of AI-Enabled Connected Autonomous Vehicles Routing in Urban Areas. IEEE Trans. Intell. Veh. 9(1): 55-58 (2024) - [c135]Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Mauro Vallati:
The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study. FLAIRS 2024 - [c134]Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati:
Taming Discretised PDDL+ through Multiple Discretisations. ICAPS 2024: 59-67 - [c133]Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati:
PDDL+ Models for Deployable yet Effective Traffic Signal Optimisation. ICAPS 2024: 168-177 - [c132]Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati:
Taming Discretised PDDL+ through Multiple Discretisations (Extended Abstract). SOCS 2024: 263-264 - [c131]Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati:
Deployable Yet Effective Traffic Signal Optimisation via Automated Planning (Extended Abstract). SOCS 2024: 269-270 - [e17]Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I. Communications in Computer and Information Science 1947, Springer 2024, ISBN 978-3-031-50395-5 [contents] - [e16]Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part II. Communications in Computer and Information Science 1948, Springer 2024, ISBN 978-3-031-50484-6 [contents] - [i15]Matteo Cardellini, Carmine Dodaro, Marco Maratea, Mauro Vallati:
Optimising Dynamic Traffic Distribution for Urban Networks with Answer Set Programming. CoRR abs/2408.07521 (2024) - 2023
- [j42]Francesco Percassi, Enrico Scala, Mauro Vallati:
A Practical Approach to Discretised PDDL+ Problems by Translation to Numeric Planning. J. Artif. Intell. Res. 76: 115-162 (2023) - [j41]Francesco Percassi, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati:
Improving Domain-Independent Heuristic State-Space Planning via plan cost predictions. J. Exp. Theor. Artif. Intell. 35(6): 849-875 (2023) - [j40]Diaeddin Alarnaouti, George Baryannis, Mauro Vallati:
Reformulation techniques for automated planning: a systematic review. Knowl. Eng. Rev. 38 (2023) - [j39]Rongge Guo, Wei Guan, Mauro Vallati, Wenyi Zhang:
Modular Autonomous Electric Vehicle Scheduling for Customized On-Demand Bus Services. IEEE Trans. Intell. Transp. Syst. 24(9): 10055-10066 (2023) - [j38]Xingyuan Dai, Mauro Vallati, Rongge Guo, Yutong Wang, Shuangshuang Han, Yilun Lin:
The Road Ahead: DAO-Secured V2X Infrastructures for Safe and Smart Vehicular Management. IEEE Trans. Intell. Veh. 8(12): 4674-4677 (2023) - [j37]Carmine Dodaro, Marco Maratea, Mauro Vallati:
On the Configuration of More and Less Expressive Logic Programs. Theory Pract. Log. Program. 23(2): 415-443 (2023) - [c130]Francesco Percassi, Enrico Scala, Mauro Vallati:
A Structure-Sensitive Translation from Hybrid to Numeric Planning. AI*IA 2023: 105-118 - [c129]Francesco Percassi, Enrico Scala, Mauro Vallati:
Fixing Plans for PDDL+ Problems: Theoretical and Practical Implications. ICAPS 2023: 324-333 - [c128]Mauro Vallati, Stefania Orini, Mariagrazia Lorusso, Mariachiara Savino, Roberto Gatta, Massimiliano Filosto:
On the Comparison of Markov Chains-based Models in Process Mining for Healthcare: A Case Study. FLAIRS 2023 - [c127]Mauro Vallati:
The Power of Good Old-Fashioned AI for Urban Traffic Control. ICTERI 2023: 3-10 - [c126]Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Francesco Percassi, Mauro Vallati:
Automated Planning for Generating and Simulating Traffic Signal Strategies. IJCAI 2023: 7119-7122 - [c125]Rongge Guo, Xiaoyu Liu, Saumya Bhatnagar, Mauro Vallati:
Real-time Routing and Scheduling of On-demand Autonomous Customized Bus Systems. ITSC 2023: 1536-1541 - [c124]Mauro Vallati, Lukás Chrpa:
In Defence of Good Old-Fashioned Artificial Intelligence Approaches in Intelligent Transportation Systems. ITSC 2023: 4913-4918 - [c123]Matteo Cardellini, Carmine Dodaro, Marco Maratea, Mauro Vallati:
A Framework for Risk-Aware Routing of Connected Vehicles via Artificial Intelligence. ITSC 2023: 5008-5013 - [c122]Rongge Guo, Alexandros Nikitas, Simon Parkinson, Mauro Vallati:
One Bus is All it Takes: The Impact of Cyber Attacks in Customised Bus Services. ITSC 2023: 5784-5789 - [c121]Lukás Chrpa, Mauro Vallati:
Centralised Vehicle Routing for Optimising Urban Traffic: A Scalability Perspective. IV 2023: 1-6 - [c120]Lukás Chrpa, Carmine Dodaro, Marco Maratea, Marco Mochi, Mauro Vallati:
Comparing Planning Domain Models Using Answer Set Programming. JELIA 2023: 227-242 - [c119]Francesco Percassi, Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
An Efficient Heuristic for AI-based Urban Traffic Control. MT-ITS 2023: 1-6 - [c118]Matyás Svadlenka, Lukás Chrpa, Mauro Vallati:
Improving the Scalability of Automated Planning-based Vehicle Routing via Smart Routes Identification. MT-ITS 2023: 1-6 - [c117]Francesco Percassi, Enrico Scala, Mauro Vallati:
On the Notion of Fixability of PDDL+ Plans [Extended Abstract]. SOCS 2023: 177-178 - [e15]Riccardo De Benedictis, Nicola Gatti, Marco Maratea, Andrea Micheli, Aniello Murano, Enrico Scala, Luciano Serafini, Ivan Serina, Alessandro Umbrico, Mauro Vallati:
Proceedings of the 10th Italian workshop on Planning and Scheduling (IPS 2022), RCRA Incontri E Confronti (RiCeRcA 2022), and the workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (SPIRIT 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), November 28 - December 2, 2022, University of Udine, Udine, Italy. CEUR Workshop Proceedings 3345, CEUR-WS.org 2023 [contents] - [e14]Riccardo De Benedictis, Matteo Castiglioni, Diodato Ferraioli, Vadim Malvone, Marco Maratea, Enrico Scala, Luciano Serafini, Ivan Serina, Elisa Tosello, Alessandro Umbrico, Mauro Vallati:
Proceedings of the the Italian Workshop on Planning and Scheduling, RCRA Workshop on Experimental evaluation of algorithms for solving problems with combinatorial explosion, and SPIRIT Workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (IPS-RCRA-SPIRIT 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence AIxIA 2023, November 7-9th, 2023, Rome, Italy. CEUR Workshop Proceedings 3585, CEUR-WS.org 2023 [contents] - [e13]Sven Koenig, Roni Stern, Mauro Vallati:
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, Prague, Czech Republic, July 8-13, 2023. AAAI Press 2023 [contents] - [i14]Diaeddin Alarnaouti, George Baryannis, Mauro Vallati:
Reformulation Techniques for Automated Planning: A Systematic Review. CoRR abs/2301.10079 (2023) - [i13]Chris Fawcett, Mauro Vallati, Holger H. Hoos, Alfonso Emilio Gerevini:
Competitions in AI - Robustly Ranking Solvers Using Statistical Resampling. CoRR abs/2308.05062 (2023) - 2022
- [j36]Lukás Chrpa, Mauro Vallati:
Planning with Critical Section Macros: Theory and Practice. J. Artif. Intell. Res. 74: 691-732 (2022) - [j35]Erica Tavazzi, Roberto Gatta, Mauro Vallati, Stefano Cotti Piccinelli, Massimiliano Filosto, Alessandro Padovani, Maurizio Castellano, Barbara Di Camillo:
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis. BMC Medical Informatics Decis. Mak. 22-S(6): 346 (2022) - [c116]Enrico Scala, Thomas L. McCluskey, Mauro Vallati:
Verification of Numeric Planning Problems Through Domain Dynamic Consistency. AI*IA 2022: 171-183 - [c115]Francesco Percassi, Enrico Scala, Mauro Vallati:
The Power of Reformulation: From Validation to Planning in PDDL+. ICAPS 2022: 288-296 - [c114]Ron Alford, Lukás Chrpa, Mauro Vallati, Andy Applebaum:
Knowledge Reformulation and Deception as a Defense Against Automated Cyber Adversaries. FLAIRS 2022 - [c113]Saumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati:
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. ICAART (2) 2022: 387-397 - [c112]Rongge Guo, Wei Guan, Saumya Bhatnagar, Mauro Vallati:
A Two-Phase Optimization Model for Autonomous Electric Customized Bus Service Design. ITSC 2022: 383-388 - [c111]Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Enrico Scala, Mauro Vallati:
Leveraging Artificial Intelligence for Simulating Traffic Signal Strategies. ITSC 2022: 607-612 - [c110]Franc Ivankovic, Mauro Vallati, Lukás Chrpa, Marco Roveri:
Urban Traffic Control via Planning with Global State Constraints (Extended Abstract). SOCS 2022: 291-293 - [c109]Francesco Percassi, Enrico Scala, Mauro Vallati:
On the Reformulation of Discretised PDDL+ to Numeric Planning (Extended Abstract). SOCS 2022: 314-316 - [e12]Riccardo De Benedictis, Marco Maratea, Andrea Micheli, Enrico Scala, Ivan Serina, Mauro Vallati, Alessandro Umbrico:
Proceedings of the 9th Italian workshop on Planning and Scheduling (IPS'21) and the 28th International Workshop on "Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion" (RCRA'21) with CEUR-WS co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), Milan, Italy (virtual), November 29th-30th, 2021. CEUR Workshop Proceedings 3065, CEUR-WS.org 2022 [contents] - [e11]Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Marco Maratea, Giorgio Terracina, Mauro Vallati:
Joint Proceedings of the 1st International Workshop on HYbrid Models for Coupling Deductive and Inductive ReAsoning (HYDRA 2022) and the 29th RCRA Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion (RCRA 2022) co-located with the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), Genova Nervi, Italy, September 5, 2022. CEUR Workshop Proceedings 3281, CEUR-WS.org 2022 [contents] - [i12]Carmine Dodaro, Marco Maratea, Mauro Vallati:
On the Configuration of More and Less Expressive Logic Programs. CoRR abs/2203.01024 (2022) - 2021
- [j34]Daniel Harabor, Mauro Vallati:
Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search. AI Mag. 42(1): 76-82 (2021) - [j33]Alessia Grassi, Mauro Vallati:
An Exploratory Study on the Use of Artificial Intelligence to Initiate Legal Understanding for Business Development. FLAP 8(4): 1065-1082 (2021) - [j32]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter:
On the Importance of Domain Model Configuration for Automated Planning Engines. J. Autom. Reason. 65(6): 727-773 (2021) - [j31]Enrico Scala, Mauro Vallati:
Effective grounding for hybrid planning problems represented in PDDL+. Knowl. Eng. Rev. 36: e9 (2021) - [j30]Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
Manipulation of Articulated Objects Using Dual-arm Robots via Answer Set Programming. Theory Pract. Log. Program. 21(3): 372-401 (2021) - [c108]Francesco Percassi, Enrico Scala, Mauro Vallati:
A Sound (But Incomplete) Polynomial Translation from Discretised PDDL+ to Numeric Planning. AI*IA 2021: 18-31 - [c107]Francesco Percassi, Enrico Scala, Mauro Vallati:
Translations from Discretised PDDL+ to Numeric Planning. ICAPS 2021: 252-261 - [c106]Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto:
In-Station Train Dispatching: A PDDL+ Planning Approach. ICAPS 2021: 450-458 - [c105]Gianluca Boleto, Luca Oneto, Matteo Cardellini, Marco Maratea, Mauro Vallati, Renzo Canepa, Davide Anguita:
In-Station Train Movements Prediction: from Shallow to Deep Multi Scale Models. ESANN 2021 - [c104]Mauro Vallati, Thomas Leo McCluskey:
A Quality Framework for Automated Planning Knowledge Models. ICAART (2) 2021: 635-644 - [c103]Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto:
An Efficient Hybrid Planning Framework for In-Station Train Dispatching. ICCS (1) 2021: 168-182 - [c102]Matthias Thimm, Federico Cerutti, Mauro Vallati:
Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions. IJCAI 2021: 2069-2075 - [c101]Mauro Vallati, Enrico Scala, Lukás Chrpa:
A Hybrid Automated Planning Approach for Urban Real-time Routing of Connected Vehicles. ITSC 2021: 3821-3826 - [c100]Mauro Vallati, Lukás Chrpa:
Effective Real-Time Urban Traffic Routing: An Automated Planning Approach. MT-ITS 2021: 1-6 - [c99]Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto:
A Planning-based Approach for In-Station Train Dispatching. SOCS 2021: 156-158 - [i11]Matthias Thimm, Federico Cerutti, Mauro Vallati:
Fudge: A light-weight solver for abstract argumentation based on SAT reductions. CoRR abs/2109.03106 (2021) - 2020
- [j29]Federico Cerutti, Matthias Thimm, Mauro Vallati:
An experimental analysis on the similarity of argumentation semantics. Argument Comput. 11(3): 269-304 (2020) - [j28]Andrea Cohen, Sebastian Gottifredi, Mauro Vallati, Alejandro Javier García, Grigoris Antoniou:
Maximising goals achievement through abstract argumentation frameworks: An optimal approach. Expert Syst. Appl. 141 (2020) - [j27]Thomas Eiter, Marco Maratea, Mauro Vallati:
Preface. Fundam. Informaticae 174(3-4) (2020) - [j26]Mauro Vallati, Lukás Chrpa, Ivan Serina:
MEvo: a framework for effective macro sets evolution. J. Exp. Theor. Artif. Intell. 32(4): 685-703 (2020) - [c98]Mauro Vallati, Thomas Leo McCluskey:
In Defence of Design Patterns for AI Planning Knowledge Models (short paper). IPS-RCRA@AI*IA 2020 - [c97]Tobia Zanetti, Massimiliano Giacomin, Mauro Vallati, Federico Cerutti:
An Efficient Algorithm for Admissible Argumentation Stages. AI³@AI*IA 2020: 45-59 - [c96]Federico Cerutti, Massimiliano Giacomin, Mauro Vallati, Tobia Zanetti:
An Efficient Algorithm for Semi-stable Extensions. AI*IA 2020: 117-135 - [c95]Mauro Vallati, Thomas Leo McCluskey:
In Defence of Design Patterns for AI Planning Knowledge Models. AI*IA 2020: 191-203 - [c94]Francesco Percassi, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati:
Generating and Exploiting Cost Predictions in Heuristic State-Space Planning. ICAPS 2020: 569-573 - [c93]Mauro Vallati, Lukás Chrpa:
Reducing Traffic Congestion in Urban Areas via Real-Time Re-Routing: A Simulation Study. Australasian Conference on Artificial Intelligence 2020: 69-81 - [c92]Mauro Vallati, Lukás Chrpa:
A Mixed-Integer Programming Approach for Scheduling Roadworks in Urban Regions. Australasian Conference on Artificial Intelligence 2020: 82-93 - [c91]Matthias Thimm, Federico Cerutti, Mauro Vallati:
On Computing the Set of Acceptable Arguments in Abstract Argumentation. COMMA 2020: 363-370 - [c90]Roberto Gatta, Mauro Vallati, Ilenia Pirola, Jacopo Lenkowicz, Luca Tagliaferri, Carlo Cappelli, Maurizio Castellano:
An Empirical Analysis of Predictors for Workload Estimation in Healthcare. ICCS (1) 2020: 304-311 - [c89]Mauro Vallati:
Centralised Versus Decentralised Traffic Optimisation of Urban Road Networks: A Simulation Study. ICITE 2020: 319-325 - [c88]Enrico Scala, Mauro Vallati:
Exploiting Classical Planning Grounding in Hybrid PDDL+ Planning Engines. ICTAI 2020: 85-92 - [c87]Ivan Serina, Mauro Vallati:
Configurable Heuristic Adaptation for Improving Best First Search in AI Planning. ICTAI 2020: 93-100 - [c86]Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity. ICTAI 2020: 1167-1174 - [e10]Mauro Vallati, Diane E. Kitchin:
Knowledge Engineering Tools and Techniques for AI Planning. Springer 2020, ISBN 978-3-030-38560-6 [contents] - [e9]Marco Maratea, Mauro Vallati:
Joint Proceedings of the RCRA International Workshop and of the RCRA Incontri e Confronti Workshop co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AIIA 2019), Rende, Italy, November 19-20, 2019. CEUR Workshop Proceedings 2538, CEUR-WS.org 2020 [contents] - [e8]Riccardo De Benedictis, Marco Maratea, Andrea Micheli, Enrico Scala, Ivan Serina, Alessandro Umbrico, Mauro Vallati:
Joint Proceedings of the 8th Italian Workshop on Planning and Scheduling and the 27th International Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion co-located with AIxIA 2020, Online Event, November 25-27, 2020. CEUR Workshop Proceedings 2745, CEUR-WS.org 2020 [contents] - [e7]Sarah Alice Gaggl, Matthias Thimm, Mauro Vallati:
Proceedings of the Third International Workshop on Systems and Algorithms for Formal Argumentation co-located with the 8th International Conference on Computational Models of Argument (COMMA 2020), September 8, 2020. CEUR Workshop Proceedings 2672, CEUR-WS.org 2020 [contents] - [e6]Daniel Harabor, Mauro Vallati:
Proceedings of the Thirteenth International Symposium on Combinatorial Search, SOCS 2020, Online Conference [Vienna, Austria], 26-28 May 2020. AAAI Press 2020, ISBN 978-1-57735-822-0 [contents] - [i10]Daniel Harabor, Mauro Vallati:
Organising a Successful AI Online Conference: Lessons from SoCS 2020. CoRR abs/2006.12129 (2020) - [i9]Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
Manipulation of Articulated Objects using Dual-arm Robots via Answer Set Programming. CoRR abs/2010.01164 (2020) - [i8]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter:
On the Importance of Domain Model Configuration for Automated Planning Engines. CoRR abs/2010.07710 (2020) - [i7]Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity. CoRR abs/2011.06865 (2020)
2010 – 2019
- 2019
- [j25]Federico Cerutti, Massimiliano Giacomin, Mauro Vallati:
How we designed winning algorithms for abstract argumentation and which insight we attained. Artif. Intell. 276: 1-40 (2019) - [j24]Roberto Gatta, Mauro Vallati, Nicola Dinapoli, Carlotta Masciocchi, Jacopo Lenkowicz, Davide Cusumano, Calogero Casà, Alessandra Farchione, Andrea Damiani, Johan van Soest, Andre Dekker, Vincenzo Valentini:
Towards a modular decision support system for radiomics: A case study on rectal cancer. Artif. Intell. Medicine 96: 145-153 (2019) - [j23]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
Inner entanglements: Narrowing the search in classical planning by problem reformulation. Comput. Intell. 35(2): 395-429 (2019) - [j22]Isabel Cenamor, Mauro Vallati, Lukás Chrpa:
On the predictability of domain-independent temporal planners. Comput. Intell. 35(4): 745-773 (2019) - [j21]Mauro Vallati, Federico Cerutti, Massimiliano Giacomin:
Predictive models and abstract argumentation: the case of high-complexity semantics. Knowl. Eng. Rev. 34: e6 (2019) - [c85]Lukás Chrpa, Mauro Vallati:
Improving Domain-Independent Planning via Critical Section Macro-Operators. AAAI 2019: 7546-7553 - [c84]Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
Automated Planning Encodings for the Manipulation of Articulated Objects in 3D with Gravity. AI*IA 2019: 135-150 - [c83]Mauro Vallati, Marco Maratea:
On the Configuration of SAT Formulae. AI*IA 2019: 264-277 - [c82]Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano:
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops 2019: 545-556 - [c81]Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani:
On the Feasibility of Distributed Process Mining in Healthcare. ICCS (5) 2019: 445-452 - [c80]Mauro Vallati, Lukás Chrpa, Diane E. Kitchin:
How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning. ICCS (5) 2019: 453-460 - [c79]Santiago Franco, Mauro Vallati, Alan Lindsay, Thomas Lee McCluskey:
Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation. ICCS (5) 2019: 491-498 - [c78]Mauro Vallati, Lukás Chrpa:
On the Robustness of Domain-Independent Planning Engines: The Impact of Poorly-Engineered Knowledge. K-CAP 2019: 197-204 - [c77]Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati:
An ASP-Based Framework for the Manipulation of Articulated Objects Using Dual-Arm Robots. LPNMR 2019: 32-44 - [c76]Lukás Chrpa, Mauro Vallati, Simon Parkinson:
Exploiting automated planning for efficient centralized vehicle routing and mitigating congestion in urban road networks. SAC 2019: 191-194 - [c75]Faizan Bhatti, Diane E. Kitchin, Mauro Vallati:
A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains. SGAI Conf. 2019: 139-145 - 2018
- [j20]Andrea F. Bocchese, Chris Fawcett, Mauro Vallati, Alfonso Emilio Gerevini, Holger H. Hoos:
Performance robustness of AI planners in the 2014 International Planning Competition. AI Commun. 31(6): 445-463 (2018) - [j19]Simon Parkinson, Mauro Vallati, Andrew Crampton, Shirin Sohrabi:
GraphBAD: A general technique for anomaly detection in security information and event management. Concurr. Comput. Pract. Exp. 30(16) (2018) - [j18]Federico Cerutti, Alessia Grassi, Mauro Vallati:
Unveiling the oracle: Artificial intelligence for the 21st century. Intell. Decis. Technol. 12(3): 371-379 (2018) - [j17]Federico Cerutti, Mauro Vallati, Massimiliano Giacomin:
On the impact of configuration on abstract argumentation automated reasoning. Int. J. Approx. Reason. 92: 120-138 (2018) - [j16]Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey:
Outer entanglements: a general heuristic technique for improving the efficiency of planning algorithms. J. Exp. Theor. Artif. Intell. 30(6): 831-856 (2018) - [j15]Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey:
What you always wanted to know about the deterministic part of the International Planning Competition (IPC) 2014 (but were too afraid to ask). Knowl. Eng. Rev. 33: e3 (2018)