| 2026 | AAAI | Traffic Signal Plans Explorer: A General Framework for Visualising Traffic Evolution. | Francesco Doria, Francesco Percassi, Marco Maratea, Mauro Vallati |
| 2026 | AAAI | A Domain-specific Heuristic for PDDL+-based Traffic Signal Optimisation. | Francesco Doria, Francesco Percassi, Marco Maratea, Mauro Vallati |
| 2026 | AAAI | PPS: An Efficient Java-based Simulator for Time-Discrete PDDL+. | Enrico Scala, Francesco Percassi, Mauro Vallati |
| 2026 | ICAART | The MACB Problem: Definitions, Variants, and a PDDL+ Approach. | Dani G. Papamaximou, Rongge Guo, Francesco Percassi, Mauro Vallati |
| 2026 | ICAART | A Data-Driven Approach for Fibres Recognition via Spectrophotometry. | Megan Robinson, Saikat Ghosh, Chenyu Du, Parikshit Goswami, Mauro Vallati |
| 2025 | AIME | Towards Distributed Process Discovery in Healthcare: Testing and Proving the Feasibility of the Federated Alpha+ Algorithm. | Leonardo Nucciarelli, Roberto Gatta, Andrada Mihaela Tudor, Erica Tavazzi, Giovanni Arcuri, Mauro Vallati, Gema Ibez-Snchez, Zoe Valero-Ramon, Carlos Fernndez-Llatas, Andrea Damiani |
| 2025 | CP | Constraint-Based In-Station Train Dispatching. | Andreas Schutt, Matteo Cardellini, Jip J. Dekker, Daniel Harabor, Marco Maratea, Mauro Vallati |
| 2025 | FlAIRS | Automated Planning for Urban Traffic Control with LLM-Generated Configurations. | Francesco Percassi, Mauro Vallati |
| 2025 | ICAPS | Initial Condition Retrieving for Hybrid and Numeric Planning Problems. | Matteo Cardellini, Francesco Percassi, Marco Maratea, Mauro Vallati |
| 2025 | ICAPS | On the Notion of Plan Quality for PDDL+. | Francesco Percassi, Enrico Scala, Mauro Vallati |
| 2025 | ICAPS | Knowledge Engineering for Planning and Scheduling in the LLM Era. | Mauro Vallati, Roman Bartk, Luks Chrpa, Thomas L. McCluskey, Ronald P. A. Petrick |
| 2025 | ICLP | ASP and PDDL+ Applications in Urban Traffic Distribution and Control. | Mauro Vallati, Carmine Dodaro, Francesco Doria, Salvatore Fiorentino, Marco Maratea, Francesco Percassi, Alice Tarzariol |
| 2025 | IJCAI | A Survey on Model Repair in AI Planning. | Pascal Bercher, Sarath Sreedharan, Mauro Vallati |
| 2025 | IJCAI | An Approach to Quantify Plans Robustness in Real-world Applications. | Francesco Percassi, Sandra Castellanos-Paez, Romain Rombourg, Mauro Vallati |
| 2025 | SoCS | Exploring the Trade-off Between Flexible and Deployable Models for PDDL+ Urban Traffic Control (Extended Abstract). | Sandra Castellanos-Paez, Francesco Percassi, Mauro Vallati |
| 2025 | SoCS | Critical Section Macros - New Results (Extended Abstract). | Luks Chrpa, Mauro Vallati |
| 2024 | FlAIRS | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study. | Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Mauro Vallati |
| 2024 | ICAPS | Taming Discretised PDDL+ through Multiple Discretisations. | Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati |
| 2024 | ICAPS | PDDL+ Models for Deployable yet Effective Traffic Signal Optimisation. | Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati |
| 2024 | SoCS | Taming Discretised PDDL+ through Multiple Discretisations (Extended Abstract). | Matteo Cardellini, Marco Maratea, Francesco Percassi, Enrico Scala, Mauro Vallati |
| 2024 | SoCS | Deployable Yet Effective Traffic Signal Optimisation via Automated Planning (Extended Abstract). | Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati |
| 2023 | FlAIRS | On the Comparison of Markov Chains-based Models in Process Mining for Healthcare: A Case Study. | Mauro Vallati, Stefania Orini, Mariagrazia Lorusso, Mariachiara Savino, Roberto Gatta, Massimiliano Filosto |
| 2023 | IJCAI | Automated Planning for Generating and Simulating Traffic Signal Strategies. | Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas L. McCluskey, Francesco Percassi, Mauro Vallati |
| 2023 | ICTERI | The Power of Good Old-Fashioned AI for Urban Traffic Control. | Mauro Vallati |
| 2023 | JELIA | Comparing Planning Domain Models Using Answer Set Programming. | Luks Chrpa, Carmine Dodaro, Marco Maratea, Marco Mochi, Mauro Vallati |
| 2023 | SoCS | On the Notion of Fixability of PDDL+ Plans [Extended Abstract]. | Francesco Percassi, Enrico Scala, Mauro Vallati |
| 2022 | FlAIRS | Knowledge Reformulation and Deception as a Defense Against Automated Cyber Adversaries. | Ron Alford, Luks Chrpa, Mauro Vallati, Andy Applebaum |
| 2022 | ICAART | On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. | Saumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati |
| 2022 | SoCS | Urban Traffic Control via Planning with Global State Constraints (Extended Abstract). | Franc Ivankovic, Mauro Vallati, Luks Chrpa, Marco Roveri |
| 2022 | SoCS | On the Reformulation of Discretised PDDL+ to Numeric Planning (Extended Abstract). | Francesco Percassi, Enrico Scala, Mauro Vallati |
| 2021 | ESANN | In-Station Train Movements Prediction: from Shallow to Deep Multi Scale Models. | Gianluca Boleto, Luca Oneto, Matteo Cardellini, Marco Maratea, Mauro Vallati, Renzo Canepa, Davide Anguita |
| 2021 | ICAART | A Quality Framework for Automated Planning Knowledge Models. | Mauro Vallati, Thomas Leo McCluskey |
| 2021 | ICCS | An Efficient Hybrid Planning Framework for In-Station Train Dispatching. | Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto |
| 2021 | IJCAI | Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions. | Matthias Thimm, Federico Cerutti, Mauro Vallati |
| 2021 | SoCS | A Planning-based Approach for In-Station Train Dispatching. | Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto |
| 2020 | COMMA | On Computing the Set of Acceptable Arguments in Abstract Argumentation. | Matthias Thimm, Federico Cerutti, Mauro Vallati |
| 2020 | ICCS | An Empirical Analysis of Predictors for Workload Estimation in Healthcare. | Roberto Gatta, Mauro Vallati, Ilenia Pirola, Jacopo Lenkowicz, Luca Tagliaferri, Carlo Cappelli, Maurizio Castellano |
| 2020 | ICTAI | Collaborative Robotic Manipulation: A Use Case of Articulated Objects in Three-dimensions with Gravity. | Riccardo Bertolucci, Alessio Capitanelli, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati |
| 2020 | ICTAI | Exploiting Classical Planning Grounding in Hybrid PDDL+ Planning Engines. | Enrico Scala, Mauro Vallati |
| 2020 | ICTAI | Configurable Heuristic Adaptation for Improving Best First Search in AI Planning. | Ivan Serina, Mauro Vallati |
| 2019 | AAAI | Improving Domain-Independent Planning via Critical Section Macro-Operators. | Luks Chrpa, Mauro Vallati |
| 2019 | BPM | Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. | Roberto Gatta, Mauro Vallati, Carlos Fernndez-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 |
| 2019 | ICCS | Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation. | Santiago Franco, Mauro Vallati, Alan Lindsay, Thomas Lee McCluskey |
| 2019 | ICCS | On the Feasibility of Distributed Process Mining in Healthcare. | Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernndez-Llatas, Vincenzo Valentini, Andrea Damiani |
| 2019 | ICCS | How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning. | Mauro Vallati, Luks Chrpa, Diane E. Kitchin |
| 2019 | LPNMR | An ASP-Based Framework for the Manipulation of Articulated Objects Using Dual-Arm Robots. | Riccardo Bertolucci, Alessio Capitanelli, Carmine Dodaro, Nicola Leone, Marco Maratea, Fulvio Mastrogiovanni, Mauro Vallati |
| 2019 | SAC | Exploiting automated planning for efficient centralized vehicle routing and mitigating congestion in urban road networks. | Luks Chrpa, Mauro Vallati, Simon Parkinson |
| 2019 | SGAI | A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains. | Faizan Bhatti, Diane E. Kitchin, Mauro Vallati |
| 2018 | COMMA | Enumerating Preferred Extensions Using ASP Domain Heuristics: The ASPrMin Solver. | Wolfgang Faber, Mauro Vallati, Federico Cerutti, Massimiliano Giacomin |
| 2018 | ICCS | An Innovative Heuristic for Planning-Based Urban Traffic Control. | Santiago Franco, Alan Lindsay, Mauro Vallati, Thomas Lee McCluskey |
| 2018 | ICCS | On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation. | Mauro Vallati, Luks Chrpa, Diane E. Kitchin |
| 2018 | ICTAI | Determining Representativeness of Training Plans: A Case of Macro-Operators. | Luks Chrpa, Mauro Vallati |
| 2018 | ICTAI | A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare. | Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Calogero Cas, Francesco Cellini, Andrea Damiani, Vincenzo Valentini |
| 2018 | SMC | Automated Training Plan Generation for Athletes. | Toms Skerk, Luks Chrpa, Wolfgang Faber, Mauro Vallati |
| 2017 | AIME | pMineR: An Innovative R Library for Performing Process Mining in Medicine. | Roberto Gatta, Jacopo Lenkowicz, Mauro Vallati, Eric Rojas, Andrea Damiani, Lucia Sacchi, Berardino De Bari, Arianna Dagliati, Carlos Fernndez-Llatas, Matteo Montesi, Antonio Marchetti, Maurizio Castellano, Vincenzo Valentini |
| 2017 | IJCAI | Automated Planning for Urban Traffic Management. | Thomas Leo McCluskey, Mauro Vallati, Santiago Franco |
| 2017 | SoCS | Improving a Planner's Performance through Online Heuristic Configuration of Domain Models. | Mauro Vallati, Luks Chrpa, Thomas Leo McCluskey |
| 2016 | AAAI | Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach. | Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Luks Chrpa, Thomas Leo McCluskey |
| 2016 | COMMA | Generating Structured Argumentation Frameworks: AFBenchGen2. | Federico Cerutti, Massimiliano Giacomin, Mauro Vallati |
| 2016 | COMMA | On the Effectiveness of Automated Configuration in Abstract Argumentation Reasoning. | Federico Cerutti, Mauro Vallati, Massimiliano Giacomin |
| 2016 | COMMA | Where Are We Now? State of the Art and Future Trends of Solvers for Hard Argumentation Problems. | Federico Cerutti, Mauro Vallati, Massimiliano Giacomin |
| 2016 | COMMA | Efficient and Off-The-Shelf Solver: jArgSemSAT. | Federico Cerutti, Mauro Vallati, Massimiliano Giacomin |
| 2016 | ECAI | Solving Set Optimization Problems by Cardinality Optimization with an Application to Argumentation. | Wolfgang Faber, Mauro Vallati, Federico Cerutti, Massimiliano Giacomin |
| 2016 | KR | jArgSemSAT: An Efficient Off-the-Shelf Solver for Abstract Argumentation Frameworks. | Federico Cerutti, Mauro Vallati, Massimiliano Giacomin |
| 2015 | AAAI | Exploiting Parallelism for Hard Problems in Abstract Argumentation. | Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou |
| 2015 | AIME | Distributed Learning to Protect Privacy in Multi-centric Clinical Studies. | Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan van Soest, Andre Dekker, Vincenzo Valentini |
| 2015 | EPIA | On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments. | Roberto Gatta, Mauro Vallati, Nicola Mazzini, Diane E. Kitchin, Andrea Bonisoli, Alfonso Gerevini, Vincenzo Valentini |
| 2015 | EPIA | Discovering Interesting Trends in Real Medical Data: A Study in Diabetic Retinopathy. | Vassiliki Somaraki, Mauro Vallati, Thomas Leo McCluskey |
| 2015 | IJCAI | On the Online Generation of Effective Macro-Operators. | Luks Chrpa, Mauro Vallati, Thomas Leo McCluskey |
| 2015 | IJCAI | On the Effective Configuration of Planning Domain Models. | Mauro Vallati, Frank Hutter, Luks Chrpa, Thomas Leo McCluskey |
| 2015 | ICTAI | Portfolio Methods for Optimal Planning: An Empirical Analysis. | Mattia Rizzini, Chris Fawcett, Mauro Vallati, Alfonso Emilio Gerevini, Holger H. Hoos |
| 2015 | SoCS | Towards a Reformulation Based Approach for Efficient Numeric Planning: Numeric Outer Entanglements. | Luks Chrpa, Enrico Scala, Mauro Vallati |
| 2015 | SoCS | Exploring the Synergy between Two Modular Learning Techniques for Automated Planning. | Raquel Fuentetaja, Luks Chrpa, Thomas Leo McCluskey, Mauro Vallati |
| 2014 | COMMA | Algorithm Selection for Preferred Extensions Enumeration. | Federico Cerutti, Massimiliano Giacomin, Mauro Vallati |
| 2014 | COMMA | ArgSemSAT: Solving Argumentation Problems Using SAT. | Federico Cerutti, Massimiliano Giacomin, Mauro Vallati |
| 2014 | COMMA | Generating Challenging Benchmark AFs. | Federico Cerutti, Massimiliano Giacomin, Mauro Vallati |
| 2014 | COMMA | A Benchmark Framework for a Computational Argumentation Competition. | Federico Cerutti, Nir Oren, Hannes Strass, Matthias Thimm, Mauro Vallati |
| 2014 | ECAI | The impact of different training sets on medical documents classification. | Roberto Gatta, Mauro Vallati, Berardino De Bari, Mahmut Ozsahin |
| 2014 | ECAI | Argumentation Frameworks Features: an Initial Study. | Mauro Vallati, Federico Cerutti, Massimiliano Giacomin |
| 2014 | ECAI | Argumentation Extensions Enumeration as a Constraint Satisfaction Problem: a Performance Overview. | Mauro Vallati, Federico Cerutti, Massimiliano Giacomin |
| 2014 | KR | An SCC Recursive Meta-Algorithm for Computing Preferred Labellings in Abstract Argumentation. | Federico Cerutti, Massimiliano Giacomin, Mauro Vallati, Marina Zanella |
| 2013 | IJCAI | Exploring Knowledge Engineering Strategies in Designing and Modelling a Road Traffic Accident Management Domain. | Mohammad Munshi Shahin Shah, Luks Chrpa, Diane E. Kitchin, Thomas Leo McCluskey, Mauro Vallati |
| 2013 | ICTAI | Learnability of Specific Structural Patterns of Planning Problems. | Luks Chrpa, Mauro Vallati, Hugh Osborne |
| 2013 | ICTAI | An Automatic Algorithm Selection Approach for Planning. | Mauro Vallati, Luks Chrpa, Diane E. Kitchin |
| 2013 | SoCS | Automatic Generation of Efficient Domain-Optimized Planners from Generic Parametrized Planners. | Mauro Vallati, Chris Fawcett, Alfonso Gerevini, Holger H. Hoos, Alessandro Saetti |