Luca Pulina

Orcid: 0000-0003-0258-3222

According to our database1, Luca Pulina authored at least 101 papers between 2006 and 2023.

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Bibliography

2023
Leveraging Satisfiability Modulo Theory Solvers for Verification of Neural Networks in Predictive Maintenance Applications.
Inf., 2023

Verifying Neural Networks with Non-Linear SMT Solvers: a Short Status Report.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Verification of NNs in the IMOCO4.E Project: Preliminary Results.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Vector Reconstruction Error for Anomaly Detection: Preliminary Results in the IMOCO4.E Project.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Detection of Component Degradation: A Study on Autoencoder-Based Approaches.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Verifying Neural Networks with SMT: An Experimental Evaluation.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Unlocking Historical Insights: Developing a Dataset from Historical Archives.
Proceedings of the 38th Italian Conference on Computational Logic, 2023

2022
Verification of Neural Networks: Challenges and Perspectives in the AIDOaRt Project (Short Paper).
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

AI and Videogames: a "Drosophila" for Declarative Methods.
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

2021
Building the Semantic Layer of the Józef Piłsudski Digital Archive With an Ontology-Based Approach.
Int. J. Semantic Web Inf. Syst., 2021

SMT-Based Consistency Checking of Configuration-Based Components Specifications.
IEEE Access, 2021

ARKIVO Dataset: A Benchmark for Ontology-based Extraction Tools.
Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

QBFFam: A Tool for Generating QBF Families from Proof Complexity.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2021, 2021

pyNeVer: A Framework for Learning and Verification of Neural Networks.
Proceedings of the Automated Technology for Verification and Analysis, 2021

2020
Understanding and Modeling Visitor Behaviours for Enhancing Personalized Cultural Experiences.
Int. J. Technol. Hum. Interact., 2020

NeVer 2.0: Learning, Verification and Repair of Deep Neural Networks.
CoRR, 2020

Automated Requirements-Based Testing of Black-Box Reactive Systems.
Proceedings of the NASA Formal Methods - 12th International Symposium, 2020

Verification of Neural Networks: Enhancing Scalability Through Pruning.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Notes from the Guest Editors.
J. Satisf. Boolean Model. Comput., 2019

Property specification patterns at work: verification and inconsistency explanation.
Innov. Syst. Softw. Eng., 2019

The 2016 and 2017 QBF solvers evaluations (QBFEVAL'16 and QBFEVAL'17).
Artif. Intell., 2019

Algorithm Selection for Paracoherent Answer Set Computation.
Proceedings of the Logics in Artificial Intelligence - 16th European Conference, 2019

Exploring Semantic Archival Collections: The Case of Piłsudski Institute of America.
Proceedings of the Digital Libraries: Supporting Open Science, 2019

SMT-based Planning for Robots in Smart Factories.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

A Survey on Applications of Quantified Boolean Formulas.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Poster: Automatic Consistency Checking of Requirements with ReqV.
Proceedings of the 12th IEEE Conference on Software Testing, Validation and Verification, 2019

Automata based test generation with SpecPro.
Proceedings of the 6th International Workshop on Requirements Engineering and Testing, 2019

CERBERO: Cross-layer modEl-based fRamework for multi-oBjective dEsign of reconfigurable systems in unceRtain hybRid envirOnments: Invited paper: CERBERO teams from UniSS, UniCA, IBM Research, TASE, INSA-Rennes, UPM, USI, Abinsula, AmbieSense, TNO, S&T, CRF.
Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

Cyber-Physical Planning: Deliberation for Hybrid Systems with a Continuous Numeric State.
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

Verification and Repair of Neural Networks: A Progress Report on Convolutional Models.
Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018
SMarTplan: a Task Planner for Smart Factories.
CoRR, 2018

Automated Verification of Neural Networks: Advances, Challenges and Perspectives.
CoRR, 2018

Translation-based approaches for solving disjunctive temporal problems with preferences.
Constraints An Int. J., 2018

Verification and repair of control policies for safe reinforcement learning.
Appl. Intell., 2018

Constrained Image Generation Using Binarized Neural Networks with Decision Procedures.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2018, 2018

Consistency of Property Specification Patterns with Boolean and Constrained Numerical Signals.
Proceedings of the NASA Formal Methods - 10th International Symposium, 2018

ARKIVO: an Ontology for Describing Archival Resources.
Proceedings of the 33rd Italian Conference on Computational Logic, 2018

A User Model Ontology for Adaptive Systems in Cultural Tourism Domain.
Proceedings of the Applications of Intelligent Systems, 2018

On Leveraging Facial Emotion Recognition Techniques in Personalized Recommendations.
Proceedings of the Applications of Intelligent Systems, 2018

2017
Towards an Ontology for Describing Archival Resources.
Proceedings of the Second Workshop on Humanities in the Semantic Web (WHiSe II) co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

ADnOTO: A Self-adaptive System for Automatic Ontology-Based Annotation of Unstructured Documents.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

More Adaptive Does not Imply Less Safe (with Formal Verification).
Proceedings of the Hardware and Software: Verification and Testing, 2017

2016
Twelve Years of QBF Evaluations: QSAT Is PSPACE-Hard and It Shows.
Fundam. Informaticae, 2016

Evaluating probabilistic model checking tools for verification of robot control policies.
AI Commun., 2016

The Ninth QBF Solvers Evaluation - Preliminary Report.
Proceedings of the 4th International Workshop on Quantified Boolean Formulas (QBF 2016) co-located with 19th International Conference on Theory and Applications of Satisfiability Testing (SAT 2016), 2016

Temporal and Spatial OBDA with Many-Dimensional Halpern-Shoham Logic.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Framework for Automatic Population of Ontology-Based Digital Libraries.
Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

Learning with Safety Requirements: State of the Art and Open Questions.
Proceedings of the 23rd RCRA International Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion 2016 (RCRA 2016) A workshop of the XV International Conference of the Italian Association for Artificial Intelligence (AI*IA 2016), 2016

2015
Multi-engine ASP solving with policy adaptation.
J. Log. Comput., 2015

An Ontology for Historical Research Documents.
Proceedings of the Web Reasoning and Rule Systems - 9th International Conference, 2015

Multi-level Algorithm Selection for ASP.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2015

An Ontology-Based Archive for Historical Research.
Proceedings of the 28th International Workshop on Description Logics, 2015

Leveraging semantic web technologies for analysis of crime in social science.
Proceedings of the 30th Italian Conference on Computational Logic, 2015

A Case for Robust AI in Robotics.
Proceedings of the 2nd Italian Workshop on Artificial Intelligence and Robotics A workshop of the XIV International Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015

Testing a Learn-Verify-Repair Approach for Safe Human-Robot Interaction.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

An Empirical Perspective on Ten Years of QBF Solving.
Proceedings of the 22nd RCRA International Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion 2015 (RCRA 2015) A workshop of the XIV International Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015

Advances in Multi-engine ASP Solving.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014
A multi-engine approach to answer-set programming.
Theory Pract. Log. Program., 2014

Efficient DTPP solving with a reduction-based approach.
Intelligenza Artificiale, 2014

The Multi-engine ASP Solver ME-ASP: Progress Report.
CoRR, 2014

An Ontology for Container Terminal Operations.
Proceedings of the Web Reasoning and Rule Systems - 8th International Conference, 2014

TROvE: a Graphical Tool to Evaluate OWL Reasoners.
Proceedings of the Informal Proceedings of the 3rd International Workshop on OWL Reasoner Evaluation (ORE 2014) co-located with the Vienna Summer of Logic (VSL 2014), 2014

Towards practical space-variant based face recognition and authentication.
Proceedings of the 2nd International Workshop on Biometrics and Forensics, 2014

Engineering Approaches and Methods to Verify Software in Autonomous Systems.
Proceedings of the Intelligent Autonomous Systems 13, 2014

2013
OBDA and Intermodal Logistics: Active Projects and Applications.
Proceedings of the Web Reasoning and Rule Systems - 7th International Conference, 2013

FRaQuE: A Framework for Rapid Query Processing Evaluation.
Proceedings of the Informal Proceedings of the 2nd International Workshop on OWL Reasoner Evaluation (ORE-2013), 2013

Ensuring safety of policies learned by reinforcement: Reaching objects in the presence of obstacles with the iCub.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Automated Selection of Grounding Algorithm in Answer Set Programming.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

A Reduction-Based Approach for Solving Disjunctive Temporal Problems with Preferences.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

How to Abstract Intelligence? (If Verification Is in Order).
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Challenging SMT solvers to verify neural networks.
AI Commun., 2012

Solving disjunctive temporal problems with preferences using maximum satisfiability.
AI Commun., 2012

The Multi-Engine ASP Solver me-asp.
Proceedings of the Logics in Artificial Intelligence - 13th European Conference, 2012

Applying Machine Learning Techniques to ASP Solving.
Proceedings of the Technical Communications of the 28th International Conference on Logic Programming, 2012

Modeling biometric template update with Ant Colony Optimization.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Understanding Critical Factors in Appearance-Based Gender Categorization.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
NeVer: a tool for artificial neural networks verification.
Ann. Math. Artif. Intell., 2011

Checking Safety of Neural Networks with SMT Solvers: A Comparative Evaluation.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

Over-Subscription Planning with Boolean Optimization: An Assessment of State-of-the-Art Solutions.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010
AQME'10.
J. Satisf. Boolean Model. Comput., 2010

An Empirical Study of QBF Encodings: from Treewidth Estimation to Useful Preprocessing.
Fundam. Informaticae, 2010

Engineering portfolios of Machine Learning algorithms to solve complex tasks in Robotics and Automated Reasoning.
AI Commun., 2010

The Seventh QBF Solvers Evaluation (QBFEVAL'10).
Proceedings of the Theory and Applications of Satisfiability Testing, 2010

Safe Learning with Real-Time Constraints: A Case Study.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Safe and effective learning: A case study.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

An Abstraction-Refinement Approach to Verification of Artificial Neural Networks.
Proceedings of the Computer Aided Verification, 22nd International Conference, 2010

Designing a solver competition: the QBFEVAL'10 case study.
Proceedings of the Workshop on Evaluation Methods for Solvers, 2010

Collaborative Expert Portfolio Management.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
A self-adaptive multi-engine solver for quantified Boolean formulas.
Constraints An Int. J., 2009

Evaluating and certifying QBFs: A comparison of state-of-the-art tools.
AI Commun., 2009

Minimal Module Extraction from DL-Lite Ontologies Using QBF Solvers.
Proceedings of the IJCAI 2009, 2009

Learning to Integrate Deduction and Search in Reasoning about Quantified Boolean Formulas.
Proceedings of the Frontiers of Combining Systems, 7th International Symposium, 2009

A structural approach to reasoning with quantified Boolean formulas.
Proceedings of the 16th RCRA workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion, 2009

Hard QBF Encodings Made Easy: Dream or Reality?
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
QuBIS: An (In)complete Solver for Quantified Boolean Formulas.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Treewidth: A Useful Marker of Empirical Hardness in Quantified Boolean Logic Encodings.
Proceedings of the Logic for Programming, 2008

2007
A Multi-engine Solver for Quantified Boolean Formulas.
Proceedings of the Principles and Practice of Constraint Programming, 2007

Ranking and Reputation Systems in the QBF Competition.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
Report of the Third QBF Solvers Evaluation.
J. Satisf. Boolean Model. Comput., 2006

Empirical Evaluation of Scoring Methods.
Proceedings of the STAIRS 2006, 2006

The QBFEVAL Web Portal.
Proceedings of the Logics in Artificial Intelligence, 10th European Conference, 2006


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