Ivan Serina

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 65

Top Venues

ICAPS

KES

AI*IA

J. Exp. Theor. Artif. Intell.

Publications

Mattia Chiari, Alfonso Emilio Gerevini, Andrea Loreggia, Luca Putelli, Ivan Serina
Fast and Slow Goal Recognition. AAMAS (2024)
Nicholas Rossetti, Massimiliano Tummolo, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina, Mattia Chiari, Matteo Olivato
Learning General Policies for Planning through GPT Models. ICAPS (2024)
Matteo Olivato, Luca Putelli, Nicola Arici, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4. IEEE Access 12 (2024)
Tahir Mehmood, Ivan Serina, Alberto Lavelli, Luca Putelli, Alfonso Gerevini
On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition. Future Internet 15 (2) (2023)
Nicholas Rossetti, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Mattia Chiari, Ivan Serina, Davide Minisci, Emanuele Foca
Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling. KES (2023)
Tahir Mehmood, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina
Distilling Knowledge with a Teacher's Multitask Model for Biomedical Named Entity Recognition. Inf. 14 (5) (2023)
Nicola Arici, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Luca Sigalini, Ivan Serina
Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian. Future Internet 15 (8) (2023)
Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina
Goal Recognition with Deep Learning and Embedded Representation of State Traces. IPS-RCRA-SPIRIT@AI*IA (2023)
Diego Aineto, Enrico Scala, Eva Onaindia, Ivan Serina
Falsification of Cyber-Physical Systems Using PDDL+ Planning. ICAPS (2023)
Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
Width-based search for multi agent privacy-preserving planning. Artif. Intell. 318 (2023)
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) (2023)
Diego Aineto, Alessandro Gaudenzi, Alfonso Gerevini, Alberto Rovetta, Enrico Scala, Ivan Serina
Action-Failure Resilient Planning. ECAI (2023)
Lorenzo Serina, Luca Putelli, Alfonso Emilio Gerevini, Ivan Serina
Synonyms, Antonyms and Factual Knowledge in BERT Heads. Future Internet 15 (7) (2023)
Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina, Andrea Loreggia, Luca Putelli, Anna Roubícková
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies. J. Artif. Intell. Res. 78 (2023)
Mattia Chiari, Alfonso Emilio Gerevini, Francesco Percassi, Luca Putelli, Ivan Serina, Matteo Olivato
Goal Recognition as a Deep Learning Task: The GRNet Approach. ICAPS (2023)
Michele Dusi, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina
Supervised Bias Detection in Transformers-based Language Models (Short paper). DC@AI*IA (2023)
Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina
Machine Learning Techniques for Prognosis Estimation and Knowledge Discovery From Lab Test Results With Application to the COVID-19 Emergency. IEEE Access 11 (2023)
Nicola Arici, Luca Putelli, Alfonso Emilio Gerevini, Luca Sigalini, Ivan Serina
LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application. NL4AI@AI*IA (2023)
Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
On the Use of Width-Based Search for Multi Agent Privacy-Preserving Planning (Extended Abstract). SOCS (2022)
Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Francesco Percassi, Ivan Serina
Goal Recognition as a Deep Learning Task: the GRNet Approach. CoRR (2022)
Michele Dusi, Nicola Arici, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina
Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach. NL4AI@AI*IA (2022)
Tatiana Pilipenko, Alessandro Gnutti, Andrea Silvestri, Ivan Serina, Riccardo Leonardi
Machine learning techniques for MRI feature-based detection of frontotemporal lobar degeneration. KES (2022)
Nicola Arici, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina, Luca Sigalini
A BERT-Based Scoring System for Workplace Safety Courses in Italian. AI*IA (2022)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Tahir Mehmood, Ivan Serina
On the Behaviour of BERT's Attention for the Classification of Medical Reports. XAI.it@AI*IA (2022)
Lorenzo Serina, Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina
A Preliminary Study on BERT applied to Automated Planning. IPS/RiCeRcA/SPIRIT@AI*IA (2022)
Matteo Zubani, Luca Sigalini, Ivan Serina, Luca Putelli, Alfonso Emilio Gerevini, Mattia Chiari
A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform. Future Internet 14 (2) (2022)
Diego Aineto, Eva Onaindia, Miquel Ramírez, Enrico Scala, Ivan Serina
Explaining the Behaviour of Hybrid Systems with PDDL+ Planning. IJCAI (2022)
Matteo Olivato, Nicholas Rossetti, Alfonso Emilio Gerevini, Mattia Chiari, Luca Putelli, Ivan Serina
Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients. KES (2022)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Roberto Maroldi, Ivan Serina
Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. AIME (2021)
Mattia Chiari, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Nicholas Rossetti, Ivan Serina
An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy. AIME (2021)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina
Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. KES (2020)
Matteo Zubani, Luca Sigalini, Ivan Serina, Alfonso Emilio Gerevini
Evaluating different Natural Language Understanding services in a real business case for the Italian language. KES (2020)
Ivan Serina, Mauro Vallati
Configurable Heuristic Adaptation for Improving Best First Search in AI Planning. ICTAI (2020)
Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. CoRR (2020)
Mattia Chiari, Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina
Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data. ICPR Workshops (1) (2020)
Diego Aineto, Eva Onaindia, Miquel Ramírez, Enrico Scala, Ivan Serina
Towards Plan Recognition in Hybrid Systems. IPS-RCRA@AI*IA (2020)
Francesco Percassi, Alfonso Emilio Gerevini, Enrico Scala, Ivan Serina, Mauro Vallati
Generating and Exploiting Cost Predictions in Heuristic State-Space Planning. ICAPS (2020)
Enrico Scala, Alessandro Saetti, Ivan Serina, Alfonso Emilio Gerevini
Search-Guidance Mechanisms for Numeric Planning Through Subgoaling Relaxation. ICAPS (2020)
Tahir Mehmood, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition. KES (2020)
Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. KDH@ECAI (2020)
Michele Pini, Andrea Scalvini, Muhammad Usman Liaqat, Roberto Ranzi, Ivan Serina, Tahir Mehmood
Evaluation of Machine Learning Techniques for Inflow Prediction in Lake Como, Italy. KES (2020)
Mauro Vallati, Lukás Chrpa, Ivan Serina
MEvo: a framework for effective macro sets evolution. J. Exp. Theor. Artif. Intell. 32 (4) (2020)
Matteo Zubani, Ivan Serina, Alfonso Emilio Gerevini
A Comparison of Natural Language Understanding Services to build a chatbot in Italian. NL4AI@AI*IA (2020)
Tahir Mehmood, Ivan Serina, Alberto Lavelli, Alfonso Gerevini
Knowledge Distillation Techniques for Biomedical Named Entity Recognition. NL4AI@AI*IA (2020)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions. CLiC-it (2019)
Tahir Mehmood, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Leveraging Multi-task Learning for Biomedical Named Entity Recognition. AI*IA (2019)
Alfonso Emilio Gerevini, Nir Lipovetzky, Nico Peli, Francesco Percassi, Alessandro Saetti, Ivan Serina
Novelty Messages Filtering for Multi Agent Privacy-preserving Planning. CoRR (2019)
Tahir Mehmood, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Multi-task Learning Applied to Biomedical Named Entity Recognition Task. CLiC-it (2019)
Marco Maratea, Ivan Serina, Paolo Torroni
Preface. Fundam. Informaticae 167 (1-2) (2019)
Luca Putelli, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Applying Self-interaction Attention for Extracting Drug-Drug Interactions. AI*IA (2019)
Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
Best-First Width Search for Multi Agent Privacy-Preserving Planning. ICAPS (2019)
Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
Best-First Width Search for Multi Agent Privacy-preserving Planning. CoRR (2019)
Alfonso Emilio Gerevini, Nir Lipovetzky, Nico Peli, Francesco Percassi, Alessandro Saetti, Ivan Serina
Novelty Messages Filtering for Multi Agent Privacy-Preserving Plannin. SOCS (2019)
Alfonso Emilio Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina, Guido Squassina
Automatic classification of radiological reports for clinical care. Artif. Intell. Medicine 91 (2018)
Gabriele Bazzotti, Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
Iterative Width Search for Multi Agent Privacy-Preserving Planning. AI*IA (2018)
Mauro Vallati, Ivan Serina
A General Approach for Configuring PDDL Problem Models. ICAPS (2018)
Andrea Bonisoli, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina
A privacy-preserving model for multi-agent propositional planning. J. Exp. Theor. Artif. Intell. 30 (4) (2018)
Mauro Vallati, Lukás Chrpa, Ivan Serina
On the Evolution of Planner-Specific Macro Sets. AI*IA (2017)
Alfonso Emilio Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina, Guido Squassina
Automatic Classification of Radiological Reports for Clinical Care. AIME (2017)
H. M. M. G. T. Herath, J. R. S. S. Kumara, M. A. R. M. Fernando, K. M. K. S. Bandara, Ivan Serina
Comparison of supervised machine learning techniques for PD classification in generator insulation. ICIIS (2017)
Gabriella Cortellessa, Daniele Magazzeni, Marco Maratea, Ivan Serina
6th Italian Workshop on Planning and Scheduling (IPS 2015). Intelligenza Artificiale 10 (2) (2016)
Francesco Benzi, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina
On the use of landmarks in planner LPG. Intelligenza Artificiale 10 (2) (2016)
Daniel Gnad, Marcel Steinmetz, Mathäus Jany, Jörg Hoffmann, Ivan Serina, Alfonso Gerevini
Partial Delete Relaxation, Unchained: On Intractable Red-Black Planning and Its Applications. SOCS (2016)
Antonio Garrido, Lluvia Morales, Ivan Serina
On the use of case-based planning for e-learning personalization. Expert Syst. Appl. 60 (2016)
Mauro Vallati, Ivan Serina, Alessandro Saetti, Alfonso Emilio Gerevini
Identifying and Exploiting Features for Effective Plan Retrieval in Case-Based Planning. Fundam. Informaticae 149 (1-2) (2016)
Andrea Bonisoli, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina
Effective plan retrieval in case-based planning for metric-temporal problems. J. Exp. Theor. Artif. Intell. 27 (5) (2015)
Francesco Benzi, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina
On the Use of Landmarks in LPG. IPS@AI*IA (2015)
Mauro Vallati, Ivan Serina, Alessandro Saetti, Alfonso Emilio Gerevini
Identifying and Exploiting Features for Effective Plan Retrieval in Case-Based Planning. ICAPS (2015)
Andrea Bonisoli, Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina
A Privacy-preserving Model for the Multi-agent Propositional Planning Problem. ECAI (2014)
Gabriella Cortellessa, Alfonso Emilio Gerevini, Daniele Magazzeni, Ivan Serina
Automated planning and scheduling. Intelligenza Artificiale 8 (1) (2014)
Daniel Borrajo, Anna Roubícková, Ivan Serina
Progress in Case-Based Planning. ACM Comput. Surv. 47 (2) (2014)
Gianfranco Toninelli, Alfonso Gerevini, Ivan Serina, Martino Vaglio, Fabio Badilini
Study of ECG Quality using Self Learning Techniques. CinC (2014)
Alfonso Gerevini, Anna Roubícková, Alessandro Saetti, Ivan Serina
On the Plan-Library Maintenance Problem in a Case-Based Planner. ICCBR (2013)
Anna Roubícková, Ivan Serina
Case-Based Merging Techniques in OAKPLAN. CoRR (2013)
Alfonso Gerevini, Anna Roubícková, Alessandro Saetti, Ivan Serina
Offline and Online Plan Library Maintenance in Case-Based Planning. AI*IA (2013)
Tuan Anh Nguyen, Minh Binh Do, Alfonso Gerevini, Ivan Serina, Biplav Srivastava, Subbarao Kambhampati
Generating diverse plans to handle unknown and partially known user preferences. Artif. Intell. 190 (2012)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Case-based Planning for Problems with Real-valued Fluents: Kernel Functions for Effective Plan Retrieval. ECAI (2012)
Antonio Garrido, Lluvia Morales, Ivan Serina
Using AI Planning to Enhance E-Learning Processes. ICAPS (2012)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events CoRR (2011)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Planning Through Stochastic Local Search and Temporal Action Graphs in LPG CoRR (2011)
Antonio Garrido, Lluvia Morales, Ivan Serina
Applying Case-Based Planning to Personalized E-learning. DMS (2011)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Planning in domains with derived predicates through rule-action graphs and local search. Ann. Math. Artif. Intell. 62 (3-4) (2011)
Tuan Anh Nguyen, Minh Binh Do, Alfonso Gerevini, Ivan Serina, Biplav Srivastava, Subbarao Kambhampati
Planning with Partial Preference Models CoRR (2011)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An Empirical Analysis of Some Heuristic Features for Planning through Local Search and Action Graphs. Fundam. Informaticae 107 (2-3) (2011)
Lluvia Morales, Antonio Garrido, Ivan Serina
Planning and Execution in a Personalised E-Learning Setting. CAEPIA (2011)
Alfonso Gerevini, Ivan Serina
Efficient Plan Adaptation through Replanning Windows and Heuristic Goals. Fundam. Informaticae 102 (3-4) (2010)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Temporal Planning with Problems Requiring Concurrency through Action Graphs and Local Search. ICAPS (2010)
Ivan Serina
Kernel functions for case-based planning. Artif. Intell. 174 (16-17) (2010)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An Empirical Analysis of Some Heuristic Features for Planning with Local Search in LPG. RCRA@AI*IA (2009)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An approach to efficient planning with numerical fluents and multi-criteria plan quality. Artif. Intell. 172 (8-9) (2008)
Alfonso Gerevini, Ivan Serina
Efficient Plan Adaptation through Replanning Windows and Heuristic Goals. RCRA (2008)
Biplav Srivastava, Tuan Anh Nguyen, Alfonso Gerevini, Subbarao Kambhampati, Minh Binh Do, Ivan Serina
Domain Independent Approaches for Finding Diverse Plans. IJCAI (2007)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events. J. Artif. Intell. Res. 25 (2006)
Maria Fox, Alfonso Gerevini, Derek Long, Ivan Serina
Plan Stability: Replanning versus Plan Repair. ICAPS (2006)
Alexandra M. Coddington, Maria Fox, Jonathan Gough, Derek Long, Ivan Serina
MADbot: A Motivated and Goal Directed Robot. AAAI (2005)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina, Paolo Toninelli
Fast Planning in Domains with Derived Predicates: An Approach Based on Rule-Action Graphs and Local Search. AAAI (2005)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Automated Planning with Numerical Variables in LPG. Intelligenza Artificiale 2 (4) (2005)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
Integrating Planning and Temporal Reasoning for Domains with Durations and Time Windows. IJCAI (2005)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina, Paolo Toninelli
Planning with Derived Predicates Through Rule-Action Graphs and Local Search Techniques. AI*IA (2005)
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
An Empirical Analysis of Some Heuristic Features for Local Search in LPG. ICAPS (2004)

Ivan Serina.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ivan Serina