Ivan Serina

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Action-Failure Resilient Planning.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Goal Recognition as a Deep Learning Task: The GRNet Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

Falsification of Cyber-Physical Systems Using PDDL+ Planning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

Supervised Bias Detection in Transformers-based Language Models (Short paper).

[BibT_eX]

[DOI]

Michele Dusi

Proceedings of the AIxIA Doctoral Consortium 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Goal Recognition with Deep Learning and Embedded Representation of State Traces.

[BibT_eX]

[DOI]

Proceedings of the the Italian Workshop on Planning and Scheduling, 2023

2022

A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform.

[BibT_eX]

[DOI]

Future Internet, 2022

Goal Recognition as a Deep Learning Task: the GRNet Approach.

[BibT_eX]

[DOI]

Francesco Percassi

CoRR, 2022

On the Use of Width-Based Search for Multi Agent Privacy-Preserving Planning (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

Machine learning techniques for MRI feature-based detection of frontotemporal lobar degeneration.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients.

[BibT_eX]

[DOI]

Matteo Olivato

Nicholas Rossetti

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Explaining the Behaviour of Hybrid Systems with PDDL+ Planning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Preliminary Study on BERT applied to Automated Planning.

[BibT_eX]

[DOI]

Lorenzo Serina

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, 2022

On the Behaviour of BERT's Attention for the Classification of Medical Reports.

[BibT_eX]

[DOI]

Tahir Mehmood

Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach.

[BibT_eX]

[DOI]

Michele Dusi

Nicola Arici

Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

A BERT-Based Scoring System for Workplace Safety Courses in Italian.

[BibT_eX]

[DOI]

Nicola Arici

Luca Sigalini

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports.

[BibT_eX]

[DOI]

Roberto Maroldi

Proceedings of the Artificial Intelligence in Medicine, 2021

An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

MEvo: a framework for effective macro sets evolution.

[BibT_eX]

[DOI]

Lukás Chrpa

J. Exp. Theor. Artif. Intell., 2020

Evaluating different Natural Language Understanding services in a real business case for the Italian language.

[BibT_eX]

[DOI]

Matteo Zubani

Luca Sigalini

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Deep Learning for Classification of Radiology Reports with a Hierarchical Schema.

[BibT_eX]

[DOI]

Matteo Olivato

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Evaluation of Machine Learning Techniques for Inflow Prediction in Lake Como, Italy.

[BibT_eX]

[DOI]

Michele Pini

Andrea Scalvini

Muhammad Usman Liaqat

Roberto Ranzi

Tahir Mehmood

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition.

[BibT_eX]

[DOI]

Tahir Mehmood

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Configurable Heuristic Adaptation for Improving Best First Search in AI Planning.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

Search-Guidance Mechanisms for Numeric Planning Through Subgoaling Relaxation.

[BibT_eX]

[DOI]

Enrico Scala

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Generating and Exploiting Cost Predictions in Heuristic State-Space Planning.

[BibT_eX]

[DOI]

Francesco Percassi

Enrico Scala

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

A Comparison of Natural Language Understanding Services to build a chatbot in Italian.

[BibT_eX]

[DOI]

Matteo Zubani

Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), 2020

Knowledge Distillation Techniques for Biomedical Named Entity Recognition.

[BibT_eX]

[DOI]

Towards Plan Recognition in Hybrid Systems.

[BibT_eX]

[DOI]

Proceedings of the 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, 2020

2019

Preface.

[BibT_eX]

[DOI]

Marco Maratea

Paolo Torroni

Fundam. Informaticae, 2019

Novelty Messages Filtering for Multi Agent Privacy-preserving Planning.

[BibT_eX]

[DOI]

CoRR, 2019

Novelty Messages Filtering for Multi Agent Privacy-Preserving Plannin.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions.

[BibT_eX]

[DOI]

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Multi-task Learning Applied to Biomedical Named Entity Recognition Task.

[BibT_eX]

[DOI]

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Best-First Width Search for Multi Agent Privacy-Preserving Planning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

Applying Self-interaction Attention for Extracting Drug-Drug Interactions.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

Leveraging Multi-task Learning for Biomedical Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

A privacy-preserving model for multi-agent propositional planning.

[BibT_eX]

[DOI]

Andrea Bonisoli

J. Exp. Theor. Artif. Intell., 2018

Automatic classification of radiological reports for clinical care.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2018

A General Approach for Configuring PDDL Problem Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

Iterative Width Search for Multi Agent Privacy-Preserving Planning.

[BibT_eX]

[DOI]

Gabriele Bazzotti

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017

Comparison of supervised machine learning techniques for PD classification in generator insulation.

[BibT_eX]

[DOI]

H. M. M. G. T. Herath

Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

On the Evolution of Planner-Specific Macro Sets.

[BibT_eX]

[DOI]

Lukás Chrpa

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

6th Italian Workshop on Planning and Scheduling (IPS 2015).

[BibT_eX]

[DOI]

Gabriella Cortellessa

Daniele Magazzeni

Marco Maratea

Intelligenza Artificiale, 2016

On the use of landmarks in planner LPG.

[BibT_eX]

[DOI]

Francesco Benzi

Intelligenza Artificiale, 2016

Identifying and Exploiting Features for Effective Plan Retrieval in Case-Based Planning.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2016

On the use of case-based planning for e-learning personalization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Partial Delete Relaxation, Unchained: On Intractable Red-Black Planning and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Ninth Annual Symposium on Combinatorial Search, 2016

2015

Effective plan retrieval in case-based planning for metric-temporal problems.

[BibT_eX]

[DOI]

Andrea Bonisoli

J. Exp. Theor. Artif. Intell., 2015

On the Use of Landmarks in LPG.

[BibT_eX]

[DOI]

Francesco Benzi

Proceedings of the 6th Italian Workshop on Planning and Scheduling A workshop of the XIV International Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015

2014

Automated planning and scheduling.

[BibT_eX]

[DOI]

Gabriella Cortellessa

Daniele Magazzeni

Intelligenza Artificiale, 2014

Progress in Case-Based Planning.

[BibT_eX]

[DOI]

Daniel Borrajo

Anna Roubícková

ACM Comput. Surv., 2014

A Privacy-preserving Model for the Multi-agent Propositional Planning Problem.

[BibT_eX]

[DOI]

Andrea Bonisoli

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Study of ECG Quality using Self Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Case-Based Merging Techniques in OAKPLAN.

[BibT_eX]

[DOI]

Anna Roubícková

CoRR, 2013

On the Plan-Library Maintenance Problem in a Case-Based Planner.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2013

Offline and Online Plan Library Maintenance in Case-Based Planning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Generating diverse plans to handle unknown and partially known user preferences.

[BibT_eX]

[DOI]

Artif. Intell., 2012

Case-based Planning for Problems with Real-valued Fluents: Kernel Functions for Effective Plan Retrieval.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

Using AI Planning to Enhance E-Learning Processes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

2011

An Empirical Analysis of Some Heuristic Features for Planning through Local Search and Action Graphs.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2011

Planning with Partial Preference Models

[BibT_eX]

[DOI]

CoRR, 2011

Planning in domains with derived predicates through rule-action graphs and local search.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2011

Applying Case-Based Planning to Personalized E-learning.

[BibT_eX]

Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

Planning and Execution in a Personalised E-Learning Setting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Efficient Plan Adaptation through Replanning Windows and Heuristic Goals.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2010

Kernel functions for case-based planning.

[BibT_eX]

[DOI]

Artif. Intell., 2010

Temporal Planning with Problems Requiring Concurrency through Action Graphs and Local Search.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

2009

An Empirical Analysis of Some Heuristic Features for Planning with Local Search in LPG.

[BibT_eX]

[DOI]

Proceedings of the 16th RCRA workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion, 2009

2008

An approach to efficient planning with numerical fluents and multi-criteria plan quality.

[BibT_eX]

[DOI]

Artif. Intell., 2008

2007

Domain Independent Approaches for Finding Diverse Plans.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

2006

An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2006

Plan Stability: Replanning versus Plan Repair.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

2005

Automated Planning with Numerical Variables in LPG.

[BibT_eX]

Intelligenza Artificiale, 2005

Integrating Planning and Temporal Reasoning for Domains with Durations and Time Windows.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Planning with Derived Predicates Through Rule-Action Graphs and Local Search Techniques.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Fast Planning in Domains with Derived Predicates: An Approach Based on Rule-Action Graphs and Local Search.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2005

MADbot: A Motivated and Goal Directed Robot.

[BibT_eX]

[DOI]

Alexandra M. Coddington

Proceedings of the Proceedings, 2005

2004

Planning with Numerical Expressions in LPG.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

An Empirical Analysis of Some Heuristic Features for Local Search in LPG.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Automated Planning and Scheduling (ICAPS 2004), 2004

2003

Planning Through Stochastic Local Search and Temporal Action Graphs in LPG.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2003

Planning as Propositional CSP: From Walksat to Local Search Techniques for Action Graphs.

[BibT_eX]

[DOI]

Constraints An Int. J., 2003

Local Search Techniques for Temporal Planning in LPG.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), 2003

On Managing Temporal Information for Handling Durative Actions in LPG.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

LPG: A Planner Based on Local Search for Planning Graphs with Action Costs.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002

2000

Lagrange Multipliers for Local Search on Planning Graphs.

[BibT_eX]

[DOI]

Proceedings of the Local Search for Planning and Scheduling, 2000

Fast Plan Adaptation through Planning Graphs: Local and Systematic Search Techniques.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

1999

On Plan Adaption through Planning Graph Analysis.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

Fast Planning through Greedy Action Graphs.

[BibT_eX]

[DOI]