Ivan Serina

发表

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

Matteo Zubani, Ivan Serina, Alfonso Gerevini, 2020, NL4AI@AI*IA.

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

Ivan Serina, H.M.M.G.T. Herath, J.R.S.S. Kumara, 2017, 2017 IEEE International Conference on Industrial and Information Systems (ICIIS).

Automated planning and scheduling

Gabriella Cortellessa, Ivan Serina, Alfonso Gerevini, 2014, Intelligenza Artificiale.

Best-First Width Search for Multi Agent Privacy-preserving Planning pdf

Ivan Serina, Nir Lipovetzky, Alfonso E. Gerevini, 2019, ICAPS.

Domain Independent Approaches for Finding Diverse Plans

Subbarao Kambhampati, Ivan Serina, Alfonso Gerevini, 2007, IJCAI.

On Managing Temporal Information for Handling Durative Actions in LPG

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2003, AI*IA.

The OAKPLAN Case-Based Planner á

Ivan Serina, I. Serina, 2010 .

Progress in Case-Based Planning

Ivan Serina, Daniel Borrajo, Anna Roubícková, 2015, ACM Comput. Surv..

Planning and Execution in a Personalised E-Learning Setting

Ivan Serina, Antonio Garrido, Lluvia Morales, 2011, CAEPIA.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2005, AI*IA.

Local Search Techniques for Temporal Planning in LPG

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2003, ICAPS.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2011, Fundam. Informaticae.

MEvo: a framework for effective macro sets evolution

Ivan Serina, Mauro Vallati, Lukáš Chrpa, 2020, J. Exp. Theor. Artif. Intell..

Fast Planning through Greedy Action Graphs

Ivan Serina, Alfonso Gerevini, 1999, AAAI/IAAI.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2004, ICAPS.

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

Ivan Serina, Antonio Garrido, Lluvia Morales, 2016, Expert Syst. Appl..

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2011, Annals of Mathematics and Artificial Intelligence.

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

Ivan Serina, Alberto Lavelli, Alfonso E. Gerevini, 2019, CLiC-it.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2011, J. Artif. Intell. Res..

Multi-task Learning Applied to Biomedical Named Entity Recognition Task

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2019, CLiC-it.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2005, AAAI.

Iterative Width Search for Multi Agent Privacy-Preserving Planning

Ivan Serina, Alfonso Gerevini, Nir Lipovetzky, 2018, AI*IA.

Case-Based Merging Techniques in OAKPLAN pdf

Ivan Serina, Anna Roubícková, I. Serina, 2013, ArXiv.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2015, J. Exp. Theor. Artif. Intell..

On plan adaptation through planning graph analysis

Ivan Serina, Alfonso Gerevini, 2000 .

Knowledge Distillation Techniques for Biomedical Named Entity Recognition

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2020, NL4AI@AI*IA.

Deep Learning for Classification of Radiology Reports with a Hierarchical Schema

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2020, KES.

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

Ivan Serina, Alfonso Gerevini, A. Gerevini, 2003, Constraints.

Generating diverse plans to handle unknown and partially known user preferences

Subbarao Kambhampati, Ivan Serina, Alfonso Gerevini, 2012, Artif. Intell..

Automatic Classification of Radiological Reports for Clinical Care

Ivan Serina, Alfonso Gerevini, Anne-Lyse Minard, 2017, AIME.

Novelty Messages Filtering for Multi Agent Privacy-preserving Planning

Ivan Serina, Nir Lipovetzky, Alfonso E. Gerevini, 2019, SOCS.

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

Ivan Serina, Alfonso Gerevini, Luca Putelli, 2020, KDH@ECAI.

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

Jörg Hoffmann, Ivan Serina, Alfonso Gerevini, 2021, SOCS.

On Plan Adaption through Planning Graph Analysis

Ivan Serina, Alfonso Gerevini, 1999, AI*IA.

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

Matteo Zubani, Ivan Serina, Alfonso Gerevini, 2020, KES.

On the Use of Digital Microscopes at Nursery and Primary Schools

Pietro Baroni, Daniela Fogli, Ivan Serina, 2014 .

Leveraging Multi-task Learning for Biomedical Named Entity Recognition

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2019, AI*IA.

Planning Through Stochastic Local Search and Temporal Action Graphs in LPG

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2003, J. Artif. Intell. Res..

Kernel functions for case-based planning

Ivan Serina, I. Serina, 2010, Artif. Intell..

Statement of research interest

Ivan Serina, I. Serina, 2005, AAAI 2005.

Planning with Numerical Expressions in LPG

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2004, ECAI.

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

Gabriella Cortellessa, Ivan Serina, Daniele Magazzeni, 2016, Intelligenza Artificiale.

Using AI Planning to Enhance E-Learning Processes

Ivan Serina, Antonio Garrido, Lluvia Morales, 2012, ICAPS.

On the use of landmarks in planner LPG

Ivan Serina, Alfonso Gerevini, Francesco Benzi, 2016, Intelligenza Artificiale.

Configurable Heuristic Adaptation for Improving Best First Search in AI Planning

Ivan Serina, Mauro Vallati, I. Serina, 2020, 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI).

Lagrange Multipliers for Local Search on Planning Graphs

Ivan Serina, Alfonso Gerevini, A. Gerevini, 2000, Local Search for Planning and Scheduling.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2009, RCRA@AI*IA.

Planning in PDDL2.2 Domains with LPG-td

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2004 .

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2010, ICAPS.

Generating and Exploiting Cost Predictions in Heuristic State-Space Planning

Ivan Serina, Alfonso Gerevini, Mauro Vallati, 2020, ICAPS.

Applying Case-Based Planning to Personalized E-learning

Ivan Serina, Antonio Garrido, Lluvia Morales, 2011, DMS.

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

Ivan Serina, Alfonso Gerevini, Mauro Vallati, 2015, ICAPS.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2005, IJCAI.

A privacy-preserving model for multi-agent propositional planning

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2018, J. Exp. Theor. Artif. Intell..

Search-Guidance Mechanisms for Numeric Planning Through Subgoaling Relaxation

Ivan Serina, Alfonso Gerevini, Enrico Scala, 2020, ICAPS.

Towards Plan Recognition in Hybrid Systems

Ivan Serina, Miquel Ramírez, Enrico Scala, 2020, IPS-RCRA@AI*IA.

MADbot: A Motivated and Goal Directed Robot

Ivan Serina, Maria Fox, Jonathan Gough, 2005, AAAI.

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

Ivan Serina, Alfonso Gerevini, A. Gerevini, 2002, AIPS.

Study of ECG quality using self learning techniques

Ivan Serina, Alfonso Gerevini, Fabio Badilini, 2014, Computing in Cardiology 2014.

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

Ivan Serina, Alfonso Gerevini, A. Gerevini, 2000, AIPS.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2013, ICCBR.

Automatic classification of radiological reports for clinical care

Ivan Serina, Alfonso Gerevini, Anne-Lyse Minard, 2018, Artif. Intell. Medicine.

Plan Stability: Replanning versus Plan Repair

Ivan Serina, Alfonso Gerevini, Maria Fox, 2006, ICAPS.

Offline and Online Plan Library Maintenance in Case-Based Planning

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2013, AI*IA.

Didactic and Pedagogical View of E-learning Activities Free University of Bozen-bolzano

Ivan Serina, Francesca Ravanelli, 2014 .

Preface

Paolo Torroni, Ivan Serina, Marco Maratea, 2019, Fundam. Informaticae.

A General Approach for Configuring PDDL Problem Models

Ivan Serina, Mauro Vallati, I. Serina, 2018, ICAPS.

On the Evolution of Planner-Specific Macro Sets

Lukás Chrpa, Ivan Serina, Mauro Vallati, 2017, AI*IA.

Automated Planning with Numerical Variables in LPG

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2005, Intelligenza Artificiale.

Efficient Plan Adaptation through Replanning Windows and Heuristic Goals

Ivan Serina, Alfonso Gerevini, A. Gerevini, 2010, RCRA.

CURRICULUM DESIGN ADAPTATION, EXECUTION AND MONITORING IN MOODLE

Ivan Serina, Lluvia Morales, Antonio Garrido, 2011 .

Applying Self-interaction Attention for Extracting Drug-Drug Interactions

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2019, AI*IA.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2012, ECAI.

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2008, Artif. Intell..

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

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2014, ECAI.

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

Ivan Serina, Tahir Mehmood, Roberto Ranzi, 2020, KES.

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

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2020, KES.

On the Use of Landmarks in LPG

Ivan Serina, Alfonso Gerevini, Francesco Benzi, 2015, IPS@AI*IA.

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

Ivan Serina, Alfonso Gerevini, Luca Putelli, 2021, AIME.

Knowledge Distillation with Teacher Multi-task Model for Biomedical Named Entity Recognition

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2021 .

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

Ivan Serina, Alfonso Gerevini, Alberto Lavelli, 2021, AIME.

LPG-TD : a Fully Automated Planner for PDDL 2 . 2 Domains

Ivan Serina, Alfonso Gerevini, Alessandro Saetti, 2004 .