Ivan Serina
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
13
Active years
1999–2026
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Learning Heuristic Functions with Graph Neural Networks for Numeric Planning. | Valerio Borelli, Alfonso Gerevini, Enrico Scala, Ivan Serina |
| 2025 | ECAI | Improving Resilient Planning Through Landmarks and Regressed State Formulas. | Alberto Rovetta, Diego Aineto, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina |
| 2025 | EMNLP | Learning Trajectories of Figurative Language for Pre-Trained Language Models. | Nicola Arici, Luca Putelli, Ejdis Gjinika, Ivan Serina, Alfonso Gerevini |
| 2025 | ICANN | Regularised Loss Function for Goal Recognition as a Deep Learning Task. | Matteo Olivato, Mattia Chiari, Lorenzo Serina, Valerio Borelli, Massimiliano Tummolo, Ivan Serina, Nicholas Rossetti, Alfonso Emilio Gerevini |
| 2025 | ICAPS | On Planning Through LLMs. | Mattia Chiari, Luca Putelli, Nicholas Rossetti, Ivan Serina, Alfonso Emilio Gerevini |
| 2025 | ICTAI | Exploiting Macro-Actions in Learning GPT-Based General Planning Policies. | Massimiliano Tummolo, Nicholas Rossetti, Luks Chrpa, Ivan Serina, Alfonso Emilio Gerevini |
| 2025 | SoCS | Learning Heuristic Functions with Graph Neural Networks for Numeric Planning (Extended Abstract). | Valerio Borelli, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina |
| 2024 | ICAPS | Learning General Policies for Planning through GPT Models. | Nicholas Rossetti, Massimiliano Tummolo, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina, Mattia Chiari, Matteo Olivato |
| 2024 | NeSy | Enhancing GPT-Based Planning Policies by Model-Based Plan Validation. | Nicholas Rossetti, Massimiliano Tummolo, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Ivan Serina |
| 2023 | ECAI | Action-Failure Resilient Planning. | Diego Aineto, Alessandro Gaudenzi, Alfonso Gerevini, Alberto Rovetta, Enrico Scala, Ivan Serina |
| 2023 | KES | Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling. | Nicholas Rossetti, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Mattia Chiari, Ivan Serina, Davide Minisci, Emanuele Foca |
| 2022 | IJCAI | Explaining the Behaviour of Hybrid Systems with PDDL+ Planning. | Diego Aineto, Eva Onaindia, Miquel Ramrez, Enrico Scala, Ivan Serina |
| 2022 | KES | Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients. | Matteo Olivato, Nicholas Rossetti, Alfonso Emilio Gerevini, Mattia Chiari, Luca Putelli, Ivan Serina |
| 2022 | KES | Machine learning techniques for MRI feature-based detection of frontotemporal lobar degeneration. | Tatiana Pilipenko, Alessandro Gnutti, Andrea Silvestri, Ivan Serina, Riccardo Leonardi |
| 2022 | SoCS | On the Use of Width-Based Search for Multi Agent Privacy-Preserving Planning (Extended Abstract). | Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina |
| 2021 | AIME | An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy. | Mattia Chiari, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Nicholas Rossetti, Ivan Serina |
| 2021 | AIME | Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. | Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Roberto Maroldi, Ivan Serina |
| 2020 | ECAI | Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. | Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina |
| 2020 | ICPR | Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data. | Mattia Chiari, Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina |
| 2020 | ICTAI | Configurable Heuristic Adaptation for Improving Best First Search in AI Planning. | Ivan Serina, Mauro Vallati |
| 2020 | KES | Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition. | Tahir Mehmood, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina |
| 2020 | KES | Evaluation of Machine Learning Techniques for Inflow Prediction in Lake Como, Italy. | Michele Pini, Andrea Scalvini, Muhammad Usman Liaqat, Roberto Ranzi, Ivan Serina, Tahir Mehmood |
| 2020 | KES | Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. | Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina |
| 2020 | KES | Evaluating different Natural Language Understanding services in a real business case for the Italian language. | Matteo Zubani, Luca Sigalini, Ivan Serina, Alfonso Emilio Gerevini |
| 2019 | SoCS | Novelty Messages Filtering for Multi Agent Privacy-Preserving Plannin. | Alfonso Emilio Gerevini, Nir Lipovetzky, Nico Peli, Francesco Percassi, Alessandro Saetti, Ivan Serina |
| 2017 | AIME | Automatic Classification of Radiological Reports for Clinical Care. | Alfonso Emilio Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina, Guido Squassina |
| 2016 | SoCS | Partial Delete Relaxation, Unchained: On Intractable Red-Black Planning and Its Applications. | Daniel Gnad, Marcel Steinmetz, Mathus Jany, Jrg Hoffmann, Ivan Serina, Alfonso Gerevini |
| 2014 | ECAI | A Privacy-preserving Model for the Multi-agent Propositional Planning Problem. | Andrea Bonisoli, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina |
| 2013 | ICCBR | On the Plan-Library Maintenance Problem in a Case-Based Planner. | Alfonso Gerevini, Anna Roubckov, Alessandro Saetti, Ivan Serina |
| 2012 | ECAI | Case-based Planning for Problems with Real-valued Fluents: Kernel Functions for Effective Plan Retrieval. | Alfonso Gerevini, Alessandro Saetti, Ivan Serina |
| 2007 | IJCAI | Domain Independent Approaches for Finding Diverse Plans. | Biplav Srivastava, Tuan Anh Nguyen, Alfonso Gerevini, Subbarao Kambhampati, Minh Binh Do, Ivan Serina |
| 2005 | AAAI | MADbot: A Motivated and Goal Directed Robot. | Alexandra M. Coddington, Maria Fox, Jonathan Gough, Derek Long, Ivan Serina |
| 2005 | AAAI | Fast Planning in Domains with Derived Predicates: An Approach Based on Rule-Action Graphs and Local Search. | Alfonso Gerevini, Alessandro Saetti, Ivan Serina, Paolo Toninelli |
| 2005 | IJCAI | Integrating Planning and Temporal Reasoning for Domains with Durations and Time Windows. | Alfonso Gerevini, Alessandro Saetti, Ivan Serina |
| 2004 | ECAI | Planning with Numerical Expressions in LPG. | Alfonso Gerevini, Alessandro Saetti, Ivan Serina |
| 1999 | AAAI | Fast Planning through Greedy Action Graphs. | Alfonso Gerevini, Ivan Serina |