Stefano Ferilli

2023

Holistic graph-based document representation and management for open science.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., December, 2023

LPG-Based Knowledge Graphs: A Survey, a Proposal and Current Trends.

[BibT_eX]

[DOI]

Inf., 2023

Linked Data Interfaces: A Survey.

[BibT_eX]

[DOI]

Inf., 2023

A Graph DB-Based Solution for Semantic Technologies in the Future Internet.

[BibT_eX]

[DOI]

Future Internet, 2023

The World Literature Knowledge Graph.

[BibT_eX]

[DOI]

Marco Antonio Stranisci

Proceedings of the Semantic Web - ISWC 2023, 2023

An API for Ontology-driven LPG Graph DB Management.

[BibT_eX]

[DOI]

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Digital Libraries as Technological Environments. Collaboration of Work and Future Perspectives.

[BibT_eX]

[DOI]

Carla Petrocelli

Proceedings of the 19th The Conference on Information and Research science Connecting to Digital and Library science, 2023

Using Graph Databases for Historical Language Data: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the 19th The Conference on Information and Research science Connecting to Digital and Library science, 2023

AI-Innovative digitization and management processes for Digital Libraries and Archives cultural heritage: toward an inclusive and sustainable phygital ecosystem (short paper).

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

A Holistic Ontology for Digital Libraries - The IFLA-compliant Core (full paper).

[BibT_eX]

[DOI]

A comprehensive solution for semantic knowledge exploration* (full paper).

[BibT_eX]

[DOI]

2022

Abduction with probabilistic logic programming under the distribution semantics.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2022

Study of the Organization and Implementation of E-Learning in Wartime Inside Ukraine.

[BibT_eX]

[DOI]

Liudmyla Matviichuk

Nataliia Hnedko

Future Internet, 2022

Ambient Assisted Living and Social Robots: Towards Learning Relations between User's Daily Routines and Mood.

[BibT_eX]

[DOI]

Nicola Macchiarulo

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

LPG-based Ontologies as Schemas for Graph DBs.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Linking Graph Databases and Semantic Web for Reasoning in Library Domains.

[BibT_eX]

[DOI]

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Toward Reasoning-Based Recommendation of Library Items - A Case Study on the e-learning Domain.

[BibT_eX]

[DOI]

Liza Loop

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

A Pilot of Smart Digital Library Used-Centered: The Project SMARTER.

[BibT_eX]

[DOI]

Nicola Barbuti

Tommaso Caldarola

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Emotional States Management for an Advanced Intelligent Tutoring System.

[BibT_eX]

[DOI]

Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Holistic Graph-Based Representation and AI for Digital Library Management.

[BibT_eX]

[DOI]

Proceedings of the Linking Theory and Practice of Digital Libraries, 2022

An AI-based Approach and Platform for the Preservation and Exploitation of Knowledge on the History of Computing (short paper).

[BibT_eX]

[DOI]

Liudmyla Matviichuk

Carla Petrocelli

Proceedings of the 1st Workshop on Artificial Intelligence for Cultural Heritage, 2022

A New Time-sensitive Model of Linguistic Knowledge for Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Artificial Intelligence for Cultural Heritage, 2022

Argumentation Ranking Semantics as a Feature for Classification - On Automatic Evaluation of Argumentative Essays.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Advances in Argumentation in Artificial Intelligence 2022 co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

2021

Information and Research Science connecting to Digital and Library Science: Report on the 17th Italian Research Conference on Digital Libraries, IRCDL2021.

[BibT_eX]

[DOI]

SIGMOD Rec., 2021

Functionality and Architecture for a Platform for Independent Learners: KEPLAIR.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2021

Toward Automatic Floor Plan Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 17th Italian Research Conference on Digital Libraries, 2021

2020

Efficient Declarative-Based Process Mining Using an Enhanced Framework.

[BibT_eX]

[DOI]

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

The GraphBRAIN System for Knowledge Graph Management and Advanced Fruition.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Automatic Stopwords Identification from Very Small Corpora.

[BibT_eX]

[DOI]

Giovanni Luca Izzi

Tiziano Franza

Proceedings of the Intelligent Systems in Industrial Applications, 2020

An Ontology and Knowledge Graph Infrastructure for Digital Library Knowledge Representation.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Process Model Modularization by Subprocess Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

UniBA @ KIPoS: A Hybrid Approach for Part-of-Speech Tagging (short paper).

[BibT_eX]

[DOI]

Giovanni Luca Izzi

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Incremental Declarative Process Mining with WoMan.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Introducing General Argumentation Frameworks and Their Use.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Towards a General Model for Abstract Argumentation Frameworks.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Advances In Argumentation In Artificial Intelligence 2020 co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019

Activity prediction in process mining using the WoMan framework.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2019

Ensembles of density estimators for positive-unlabeled learning.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2019

An abstract argumentation approach for the prediction of analysts' recommendations following earnings conference calls.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2019

Learning and Predicting User Pairwise Preferences from Emotions and Gaze Behavior.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Towards a Process Mining Approach to Grammar Induction for Digital Libraries - Syntax Checking and Style Analysis.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Supporting Open Science, 2019

Predicting User Preference in Pairwise Comparisons Based on Emotions and Gaze.

[BibT_eX]

[DOI]

Berardina Nadja De Carolis

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

An ontology and a collaborative knowledge base for history of computing.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Open Data and Ontologies for Cultural Heritage co-located with the 31st International Conference on Advanced Information Systems Engineering, 2019

An analysis of the Avetrana Murder Case through Abstract Argumentation.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Advances In Argumentation In Artificial Intelligence co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019

2018

An Automatic Intelligent System for Document Processing and Fruition.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Data Min., 2018

A multi-strategy approach to structural analogy making.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2018

Extending expressivity and flexibility of abductive logic programming.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2018

Special issue: Selected and revised papers from the 16th International Conference of the Italian Association for Artificial Intelligence.

[BibT_eX]

[DOI]

Francesca Alessandra Lisi

Intelligenza Artificiale, 2018

A Visual Analytic Approach to Analyze Highway Vehicular Traffic.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference Information Visualisation, 2018

Unsupervised LSTMs-based Learning for Anomaly Detection in Highway Traffic Data.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

An Abstract Argumentation-Based Approach to Automatic Extractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2018

On Frequency-Based Approaches to Learning Stopwords and the Reliability of Existing Resources - A Study on Italian Language.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2018

A Graphic Matching Process for Searching and Retrieving Information in Digital Libraries of Manuscripts.

[BibT_eX]

[DOI]

Nicola Barbuti

Tommaso Caldarola

Proceedings of the Digital Libraries and Multimedia Archives, 2018

The Linear Algebra of Abstract Argumentation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Advances In Argumentation In Artificial Intelligence, 2018

Exploring Abstract Argumentation-Based Approaches to Tackle Inconsistent Observations in Inductive Logic Programming.

[BibT_eX]

[DOI]

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

2017

Learning Daily Routines in Smart Office Environments.

[BibT_eX]

[DOI]

Proceedings of the State of the Art in AI Applied to Ambient Intelligence, 2017

Simulating empathic behavior in a social assistive robot.

[BibT_eX]

[DOI]

Giuseppe Palestra

Multim. Tools Appl., 2017

A Process Mining Approach to the Identification of Normal and Suspect Traffic Behavior.

[BibT_eX]

[DOI]

Proceedings of the Traffic Mining Applied to Police Activities, 2017

Density Estimators for Positive-Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

An Expert System Approach to Eating Disorder Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Extended Process Models for Activity Prediction.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Language Identification as Process Prediction Using WoMan.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives, 2017

Activity Prediction in Process Management Using the WoMan Framework.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

Constructing and Evaluating Bipolar Weighted Argumentation Frameworks for Online Debating Systems.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Advances In Argumentation In Artificial Intelligence co-located with XVI International Conference of the Italian Association for Artificial Intelligence, 2017

Synthesis of Argumentation Graphs by Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Advances In Argumentation In Artificial Intelligence co-located with XVI International Conference of the Italian Association for Artificial Intelligence, 2017

RescueRobot: Modeling Complex Robots Behaviors in Emergency Situations.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Workshop on Artificial Intelligence and Robotics A workshop of the XVI International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

A Similarity-Based Abstract Argumentation Approach to Extractive Text Summarization.

[BibT_eX]

[DOI]

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

2016

Predicate invention-based specialization in Inductive Logic Programming.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2016

A sentence structure-based approach to unsupervised author identification.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2016

Handling Complex Process Models Conditions Using First-Order Horn Clauses.

[BibT_eX]

[DOI]

Proceedings of the Rule Technologies. Research, Tools, and Applications, 2016

Clustering underlying stock trends via non-negative matrix factorization.

[BibT_eX]

[DOI]

Sabrina Francesca Pellegrino

Proceedings of the First Workshop on MIning DAta for financial applicationS (MIDAS 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), 2016

A Statistical Approach to Speaker Identification in Forensic Phonetics.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Mining Chess Playing as a Complex Process.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

A Study on the Classification of Layout Components for Newspapers.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2016

Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2016

The WoMan Formalism for Expressing Process Models.

[BibT_eX]

[DOI]

Berardina Nadja De Carolis

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Lacam&Int@UNIBA at the EVALITA 2016-SENTIPOLC Task.

[BibT_eX]

[DOI]

Vito Vincenzo Covella

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Predicting Process Behavior in WoMan.

[BibT_eX]

[DOI]

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

Emotion-Recognition from Speech-based Interaction in AAL Environment.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence for Ambient Assisted Living 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), 2016

2015

Incremental Learning of Daily Routines as Workflows in a Smart Home Environment.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2015

Learning and exploiting concept networks with ConNeKTion.

[BibT_eX]

[DOI]

Appl. Intell., 2015

Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts.

[BibT_eX]

[DOI]

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Generalizing Patterns for Cross-Domain Analogy.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Logic-Based Incremental Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

An Agent Architecture for Adaptive Supervision and Control of Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the PECCS 2015, 2015

WPI: Markov Logic Network-Based Statistical Predicate Invention.

[BibT_eX]

[DOI]

Giuseppe Fatiguso

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

An Intelligent Agent Architecture for Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Improving Speech-Based Human Robot Interaction with Emotion Recognition.

[BibT_eX]

[DOI]

Giuseppe Palestra

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Unsupervised Author Identification and Characterization.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries on the Move, 2015

Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

An authority degree-based evaluation strategy for abstract argumentation frameworks.

[BibT_eX]

[DOI]

Berardina Nadja De Carolis

Proceedings of the 30th Italian Conference on Computational Logic, 2015

Modeling and Simulating Empathic Behavior in Social Assistive Robots.

[BibT_eX]

[DOI]

Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter, 2015

Towards an Empathic Social Robot for Ambient Assisted Living.

[BibT_eX]

[DOI]

Giuseppe Palestra

Valeria Carofiglio

Proceedings of the 2nd International Workshop on Emotion and Sentiment in Social and Expressive Media: Opportunities and Challenges for Emotion-aware Multiagent Systems co-located with 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), 2015

Empowered Negative Specialization in Inductive Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

An Abstract Argumentation-based Strategy for Reading Order Detection.

[BibT_eX]

[DOI]

Proceedings of 1st AI*IA Workshop on Intelligent Techniques At LIbraries and Archives co-located with XIV Conference of the Italian Association for Artificial Intelligence, 2015

An Approach to Predicate Invention Based on Statistical Relational Model.

[BibT_eX]

[DOI]

Giuseppe Fatiguso

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014

WoMan: Logic-Based Workflow Learning and Management.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2014

Grasp and Path-Relinking for Coalition Structure Generation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2014

Towards Learning Relations Between User Daily Routines and Mood.

[BibT_eX]

[DOI]

Proceedings of the Posters, 2014

Learning Complex Activity Preconditions in Process Mining.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

A Novel Model-based Dewarping Technique for Advanced Digital Library Systems.

[BibT_eX]

[DOI]

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text.

[BibT_eX]

[DOI]

Domenico Grieco

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

An Integrated Management System for Multimedia Digital Library.

[BibT_eX]

[DOI]

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Recommending Music to Groups in Fitness Classes.

[BibT_eX]

[DOI]

Nicola Orio

Proceedings of the Music Technology meets Philosophy, 2014

A Tool for Complete OWL-S Services Annotation by Means of Concept Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Guidelines and Tool for Meaningful OWL-S Services Annotations.

[BibT_eX]

[DOI]

Proceedings of the KEOD 2014, 2014

Abstract argumentation for reading order detection.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2014, 2014

Toward an Improved Downward Refinement Operator for Inductive Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the 29th Italian Conference on Computational Logic, 2014

Learning and Recognizing Routines and Activities in SOFiA.

[BibT_eX]

[DOI]

Giulio Mallardi

Proceedings of the Ambient Intelligence, European Conference, 2014

Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013

Towards Dynamic Orchestration of Semantic Web Services.

[BibT_eX]

[DOI]

Trans. Comput. Collect. Intell., 2013

Italian Machine Learning and Data Mining research: The last years.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2013

A Logic Framework for Incremental Learning of Process Models.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

A Relational Unsupervised Approach to Author Identification.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

ConNeKTion: A Tool for Handling Conceptual Graphs Automatically Extracted from Text.

[BibT_eX]

[DOI]

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Contour-Based Progressive Identification of Known Shapes in Images.

[BibT_eX]

[DOI]

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

An Approach to Automated Learning of Conceptual Graphs from Text.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Logic-Based Incremental Process Mining in Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Hi-Fi HTML rendering of multi-format documents in DoMinUS.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Probabilistic Abductive Logic Programming using Possible Worlds.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Conference on Computational Logic, 2013

Reasoning by Analogy Using Past Experiences.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Conference on Computational Logic, 2013

Probabilistic Abductive Logic Programming: a Joint Approach of Logic and Probability.

[BibT_eX]

[DOI]

Proceedings of the First Doctoral Workshop in Artificial Intelligence (DWAI 2013) An official workshop of the 13th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

A Heuristic Approach to Handling Sequential Information in Incremental ILP.

[BibT_eX]

[DOI]

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

Towards a Caring Home for Assisted Living.

[BibT_eX]

[DOI]

Domenico Grieco

Proceedings of the Workshop "The Challenge of Ageing Society: Technological Roles and Opportunities for Artificial Intelligence" co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

2012

Social networks and statistical relational learning: a survey.

[BibT_eX]

[DOI]

Int. J. Soc. Netw. Min., 2012

Improving Robustness and Flexibility of Concept Taxonomy Learning from Text.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

A Multiagent System Supporting Situation Aware Interaction with a Smart Environment.

[BibT_eX]

Proceedings of the PECCS 2012, 2012

A Domain Based Approach to Information Retrieval in Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Learning to Recognize Critical Cells in Document Tables.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Towards a Model for Recognising the Social Attitude in Natural Interaction with Embodied Agents.

[BibT_eX]

[DOI]

Nicole Novielli

Proceedings of the Sixth International Conference on Complex, 2012

Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Convention on Computational Logic, 2012

Recognizing the User Social Attitude in Multimodal Interaction in Smart Environments.

[BibT_eX]

[DOI]

Nicole Novielli

Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011

Automatic Document Layout Analysis through Relational Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Learning Structure and Schemas from Documents, 2011

A Relational Approach to Sensor Network Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011

Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques

[BibT_eX]

[DOI]

Advances in Pattern Recognition, Springer, ISBN: 978-0-85729-198-1, 2011

Stochastic simulation and modelling of metabolic networks in a machine learning framework.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2011

Boosting learning and inference in Markov logic through metaheuristics.

[BibT_eX]

[DOI]

Appl. Intell., 2011

An Agent-based Approach for Adapting the Behavior of a Smart Home Environment.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Objects and Agents, Rende (CS), Italy, Jul 4-6, 2011, 2011

SWRL Rules Plan Encoding with OWL-S Composite Services.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Optimizing Probabilistic Models for Relational Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

A Taxonomic Generalization Technique for Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining.

[BibT_eX]

[DOI]

Grazia Bombini

Raquel Ros

Ramón López de Mántaras

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

DOMINUS plus - DOcument Management INtelligent Universal System (plus).

[BibT_eX]

[DOI]

Incoronata Villani

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Computational Models Enhancing Semantic Access to Digital Repositories.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

DDTA - Digitalisation of Districts in the Textile and Clothing Sector.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Project D.A.M.A.: Document Acquisition, Management and Archiving.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Improving User Stereotypes through Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

A Layered Architecture for Situation Aware Home Environments.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

mLynx: Relational Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Markov Logic Networks for Document Layout Correction.

[BibT_eX]

[DOI]

Proceedings of the Modern Approaches in Applied Intelligence, 2011

A Contour-Based Progressive Technique for Shape Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Engineering SLS Algorithms for Statistical Relational Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Complex, 2011

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Complex, 2011

Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

Protein Fold Recognition Using Markov Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

2010

Approximate Relational Reasoning by Stochastic Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Systems, 2010

Towards Multistrategic Statistical Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning II, 2010

Feature Construction for Relational Sequence Learning

[BibT_eX]

[DOI]

CoRR, 2010

GRASP for the Coalition Structure Formation Problem

[BibT_eX]

[DOI]

CoRR, 2010

Approximate image color correlograms.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Classifying Agent Behaviour through Relational Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Relational Sequence based Classification in Multi-agent Systems.

[BibT_eX]

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm.

[BibT_eX]

[DOI]

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Coalition Structure Generation with GRASP.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, 2010

2009

A General Similarity Framework for Horn Clause Logic.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Relational Learning by Imitation.

[BibT_eX]

[DOI]

Grazia Bombini

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

Relational Sequence Clustering for Aggregating Similar Agents.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

A Logic Programming Framework for Learning by Imitation.

[BibT_eX]

Grazia Bombini

Proceedings of the ICEIS 2009, 2009

A Distance-Based Technique for Non-Manhattan Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

High Performing Algorithms for MAP and Conditional Inference in Markov Logic.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Relational Temporal Data Mining for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Multi-Dimensional Relational Sequence Mining.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Stochastic Propositionalization for Efficient Multi-relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Automatic Document Organization Exploiting FOL Similarity-based Techniques.

[BibT_eX]

Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Discriminative Structure Learning of Markov Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Incremental machine learning techniques for document layout understanding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

k-Nearest Neighbor Classification on First-Order Logic Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Structure Learning of Markov Logic Networks through Iterated Local Search.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

2007

Inference of abduction theories for handling incompleteness in first-order learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.

[BibT_eX]

[DOI]

Proceedings of the Applications of Fuzzy Sets Theory, 2007

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Unsupervised Discretization Using Kernel Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Generalization-Based Similarity for Conceptual Clustering.

[BibT_eX]

[DOI]

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Similarity-Guided Clause Generalization.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Text learning for user profiling in e-commerce.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2006

Multistrategy Operators for Relational Learning and Their Cooperation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2006

Intelligent Methodologies for Scientific Conference Management.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Towards Automatic Digital Library Content-based Management.

[BibT_eX]

Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

Automatic Topics Identification for Reviewer Assignment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005

Semantic-Based Access to Digital Document Databases.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Automatic Induction of Abduction and Abstraction Theories from Observations.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

GRAPE: An Expert Review Assignment Component for Scientific Conference Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Intelligent Document Processing.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

On the LearnAbility of Abstraction Theories from Observations for Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Avoiding Order Effects in Incremental Learning.

[BibT_eX]

[DOI]

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

Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning.

[BibT_eX]

[DOI]

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

Learning User Profiles from Text in e-Commerce.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004

Incremental learning and concept drift in INTHELEX.

[BibT_eX]

[DOI]

Intell. Data Anal., 2004

Automatic Annotation of Historical Paper Documents.

[BibT_eX]

Luigi Iannone

Ignazio Palmisano

Intelligenza Artificiale, 2004

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Discovering Logical Structures in Digital Documents.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2004

An Algorithm for Incremental Mode Induction.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Machine Learning Approaches for Inducing Student Models.

[BibT_eX]

[DOI]

Oriana Licchelli

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Incremental Induction of Classification Rules for Cultural Heritage Documents.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Downward Refinement in the ALN Description Logic.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

A Backtracking Strategy for Order-Independent Incremental Learning.

[BibT_eX]

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

Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains.

[BibT_eX]

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

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.

[BibT_eX]

[DOI]

Margherita Berardi

Michelangelo Ceci

Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003

Incremental Multistrategy Learning for Document Processing.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Theta-Subsumption and Resolution: A New Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Spaces of Theories with Ideal Refinement Operators.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Improving Automatic Labelling through RDF Management.

[BibT_eX]

[DOI]

Luigi Iannone

Ignazio Palmisano

Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Evaluation and Validation of Two Approaches to User Profiling.

[BibT_eX]

[DOI]

Pasquale Lops

Proceedings of the Web Mining: From Web to Semantic Web, 2003

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

Incremental Induction of Rules for Document Image Understanding.

[BibT_eX]

[DOI]

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

A Complete Subsumption Algorithm.

[BibT_eX]

[DOI]

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

A Methodology for the Induction of Ontological Knowledge from Semantic Annotations.

[BibT_eX]

[DOI]

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

2002

Minimal Generalizations under OI-Implication.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Cooperation of Multiple Strategies for Automated Learning in Complex Environments.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: People, 2002

Object Identity as Search Bias for Pattern Spaces.

[BibT_eX]

Francesca A. Lisi

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

A Generalization Model Based on OI-implication for Ideal Theory Refinement.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2001

Learning Interaction Models in a Digital Library Service.

[BibT_eX]

[DOI]

Proceedings of the User Modeling 2001, 8th International Conference, 2001

OI-implication: Soundness and Refutation Completeness.

[BibT_eX]

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Document Classification and Interpretation through the Inference of Logic-Based Models.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2001

Learning Logic Models for Automated Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

User Profiling in an Application of Electronic Commerce.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000

Multistrategy Theory Revision: Induction and Abduction in INTHELEX.

[BibT_eX]

[DOI]

Mach. Learn., 2000

Refining Logic Theories under OI-Implication.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Ideal Theory Refinement under Object Identity.

[BibT_eX]

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Interaction Profiling in Digital Libraries through Learning Tools.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Intelligent Information Retrieval in a Digital Library Service.

[BibT_eX]

[DOI]

Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

Learning from Parsed Sentences with INTHELEX.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000

1999

A Learning Server for Inducing User Classification Rules in a Digital Library Service.

[BibT_eX]

[DOI]

Maria Francesca Costabile