Stefano Ferilli

Orcid: 0000-0003-1118-0601

According to our database1, Stefano Ferilli authored at least 269 papers between 1997 and 2024.

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Bibliography

2024
LPG Semantic Ontologies: A Tool for Interoperable Schema Creation and Management.
Inf., September, 2024

A Schema-aware Logic Reformulation for Graph Reachability.
CoRR, 2024

A Social Robot as a Meal-Time Companion for Elderly People.
Proceedings of the Sixth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

A Holistic Ontology for Digital Libraries.
Proceedings of the 20th Conference on Information and Research science Connecting to Digital and Library science (formerly the Italian Research Conference on Digital Libraries), Bressanone, Brixen, Italy, 2024

A tool for empowering Symbol Detection through Technological Integration in Library Science. A case study on the Voynich manuscript.
Proceedings of the 20th Conference on Information and Research science Connecting to Digital and Library science (formerly the Italian Research Conference on Digital Libraries), Bressanone, Brixen, Italy, 2024

An Holistic Approach to Diagnostic and Therapeutic Care Pathways Management.
Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

Mining Literary Trends: A Tool for Digital Library Analysis.
Proceedings of the Linking Theory and Practice of Digital Libraries, 2024

Towards Social Robot-based Inclusive Museum Experiences for Children with ASD.
Proceedings of the Workshop on Advanced Visual Interfaces and Interactions in Cultural Heritage (AVICH 2024) co-located with 17th ACM Conference on Advanced Visual Interfaces (AVI 2024), 2024

Semantic Label Property Graph Ontologies: A Methodology for Enhanced Data Management in Digital Libraries (short paper).
Proceedings of the 3rd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

New frontiers in Digital Libraries: The trajectory of Digital Humanities through a computational lens (full paper).
Proceedings of the 3rd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

Most-Probable: A New Argumentation Semantics through Optimization.
Proceedings of the 8th Workshop on Advances in Argumentation in Artificial Intelligence 2024 co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

2023
Holistic graph-based document representation and management for open science.
Int. J. Digit. Libr., December, 2023

LPG-Based Knowledge Graphs: A Survey, a Proposal and Current Trends.
Inf., 2023

Linked Data Interfaces: A Survey.
Inf., 2023

A Graph DB-Based Solution for Semantic Technologies in the Future Internet.
Future Internet, 2023

The GraphBRAIN Framework for Knowledge Graph Management and Its Applications to Cultural Heritage.
Proceedings of the Bridging the Gap Between AI and Reality, 2023

The World Literature Knowledge Graph.
Proceedings of the Semantic Web - ISWC 2023, 2023

An API for Ontology-driven LPG Graph DB Management.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Graph Databases for Diachronic Language Data Modelling.
Proceedings of the 4th Conference on Language, Data and Knowledge, 2023

Digital Libraries as Technological Environments. Collaboration of Work and Future Perspectives.
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.
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).
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).
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 comprehensive solution for semantic knowledge exploration* (full paper).
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

2022
Abduction with probabilistic logic programming under the distribution semantics.
Int. J. Approx. Reason., 2022

Study of the Organization and Implementation of E-Learning in Wartime Inside Ukraine.
Future Internet, 2022

Ambient Assisted Living and Social Robots: Towards Learning Relations between User's Daily Routines and Mood.
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.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Linking Graph Databases and Semantic Web for Reasoning in Library Domains.
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.
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

A Pilot of Smart Digital Library Used-Centered: The Project SMARTER.
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Emotional States Management for an Advanced Intelligent Tutoring System.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Holistic Graph-Based Representation and AI for Digital Library Management.
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).
Proceedings of the 1st Workshop on Artificial Intelligence for Cultural Heritage, 2022

A New Time-sensitive Model of Linguistic Knowledge for Graph Databases.
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.
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.
SIGMOD Rec., 2021

Functionality and Architecture for a Platform for Independent Learners: KEPLAIR.
Proceedings of the Intelligent Systems Design and Applications, 2021

Toward Automatic Floor Plan Interpretation.
Proceedings of the 17th Italian Research Conference on Digital Libraries, 2021

2020
Efficient Declarative-Based Process Mining Using an Enhanced Framework.
Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

The GraphBRAIN System for Knowledge Graph Management and Advanced Fruition.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Automatic Stopwords Identification from Very Small Corpora.
Proceedings of the Intelligent Systems in Industrial Applications, 2020

An Ontology and Knowledge Graph Infrastructure for Digital Library Knowledge Representation.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Process Model Modularization by Subprocess Discovery.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

UniBA @ KIPoS: A Hybrid Approach for Part-of-Speech Tagging (short paper).
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.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Introducing General Argumentation Frameworks and Their Use.
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Towards a General Model for Abstract Argumentation Frameworks.
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.
J. Intell. Inf. Syst., 2019

Ensembles of density estimators for positive-unlabeled learning.
J. Intell. Inf. Syst., 2019

An abstract argumentation approach for the prediction of analysts' recommendations following earnings conference calls.
Intelligenza Artificiale, 2019

Learning and Predicting User Pairwise Preferences from Emotions and Gaze Behavior.
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.
Proceedings of the Digital Libraries: Supporting Open Science, 2019

Predicting User Preference in Pairwise Comparisons Based on Emotions and Gaze.
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.
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.
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.
Trans. Mach. Learn. Data Min., 2018

A multi-strategy approach to structural analogy making.
J. Intell. Inf. Syst., 2018

Extending expressivity and flexibility of abductive logic programming.
J. Intell. Inf. Syst., 2018

Special issue: Selected and revised papers from the 16th International Conference of the Italian Association for Artificial Intelligence.
Intelligenza Artificiale, 2018

A Visual Analytic Approach to Analyze Highway Vehicular Traffic.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Unsupervised LSTMs-based Learning for Anomaly Detection in Highway Traffic Data.
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

An Abstract Argumentation-Based Approach to Automatic Extractive Text Summarization.
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.
Proceedings of the Digital Libraries and Multimedia Archives, 2018

A Graphic Matching Process for Searching and Retrieving Information in Digital Libraries of Manuscripts.
Proceedings of the Digital Libraries and Multimedia Archives, 2018

The Linear Algebra of Abstract Argumentation.
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.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017
Learning Daily Routines in Smart Office Environments.
Proceedings of the State of the Art in AI Applied to Ambient Intelligence, 2017

Simulating empathic behavior in a social assistive robot.
Multim. Tools Appl., 2017

A Process Mining Approach to the Identification of Normal and Suspect Traffic Behavior.
Proceedings of the Traffic Mining Applied to Police Activities, 2017

Density Estimators for Positive-Unlabeled Learning.
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.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

An Expert System Approach to Eating Disorder Diagnosis.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Extended Process Models for Activity Prediction.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Language Identification as Process Prediction Using WoMan.
Proceedings of the Digital Libraries and Archives, 2017

Activity Prediction in Process Management Using the WoMan Framework.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

Constructing and Evaluating Bipolar Weighted Argumentation Frameworks for Online Debating Systems.
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.
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.
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.
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016
Predicate invention-based specialization in Inductive Logic Programming.
J. Intell. Inf. Syst., 2016

A sentence structure-based approach to unsupervised author identification.
J. Intell. Inf. Syst., 2016

Handling Complex Process Models Conditions Using First-Order Horn Clauses.
Proceedings of the Rule Technologies. Research, Tools, and Applications, 2016

Clustering underlying stock trends via non-negative matrix factorization.
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.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Mining Chess Playing as a Complex Process.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

A Study on the Classification of Layout Components for Newspapers.
Proceedings of the Digital Libraries and Multimedia Archives, 2016

Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries.
Proceedings of the Digital Libraries and Multimedia Archives, 2016

The WoMan Formalism for Expressing Process Models.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Lacam&Int@UNIBA at the EVALITA 2016-SENTIPOLC Task.
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.
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.
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.
ACM Trans. Interact. Intell. Syst., 2015

Learning and exploiting concept networks with ConNeKTion.
Appl. Intell., 2015

Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts.
Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Generalizing Patterns for Cross-Domain Analogy.
Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Logic-Based Incremental Process Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

An Agent Architecture for Adaptive Supervision and Control of Smart Environments.
Proceedings of the PECCS 2015, 2015

WPI: Markov Logic Network-Based Statistical Predicate Invention.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

An Intelligent Agent Architecture for Smart Environments.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Improving Speech-Based Human Robot Interaction with Emotion Recognition.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Unsupervised Author Identification and Characterization.
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.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

An authority degree-based evaluation strategy for abstract argumentation frameworks.
Proceedings of the 30th Italian Conference on Computational Logic, 2015

Modeling and Simulating Empathic Behavior in Social Assistive Robots.
Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter, 2015

Towards an Empathic Social Robot for Ambient Assisted Living.
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.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

An Abstract Argumentation-based Strategy for Reading Order Detection.
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.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014
WoMan: Logic-Based Workflow Learning and Management.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Grasp and Path-Relinking for Coalition Structure Generation.
Fundam. Informaticae, 2014

Towards Learning Relations Between User Daily Routines and Mood.
Proceedings of the Posters, 2014

Learning Complex Activity Preconditions in Process Mining.
Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

A Novel Model-based Dewarping Technique for Advanced Digital Library Systems.
Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text.
Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

An Integrated Management System for Multimedia Digital Library.
Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Recommending Music to Groups in Fitness Classes.
Proceedings of the Music Technology meets Philosophy, 2014

A Tool for Complete OWL-S Services Annotation by Means of Concept Networks.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Guidelines and Tool for Meaningful OWL-S Services Annotations.
Proceedings of the KEOD 2014, 2014

Abstract argumentation for reading order detection.
Proceedings of the ACM Symposium on Document Engineering 2014, 2014

Toward an Improved Downward Refinement Operator for Inductive Logic Programming.
Proceedings of the 29th Italian Conference on Computational Logic, 2014

Learning and Recognizing Routines and Activities in SOFiA.
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.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
Towards Dynamic Orchestration of Semantic Web Services.
Trans. Comput. Collect. Intell., 2013

Italian Machine Learning and Data Mining research: The last years.
Intelligenza Artificiale, 2013

A Logic Framework for Incremental Learning of Process Models.
Fundam. Informaticae, 2013

A Relational Unsupervised Approach to Author Identification.
Proceedings of the New Frontiers in Mining Complex Patterns, 2013

ConNeKTion: A Tool for Handling Conceptual Graphs Automatically Extracted from Text.
Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Contour-Based Progressive Identification of Known Shapes in Images.
Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

An Approach to Automated Learning of Conceptual Graphs from Text.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Logic-Based Incremental Process Mining in Smart Environments.
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.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Hi-Fi HTML rendering of multi-format documents in DoMinUS.
Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Probabilistic Abductive Logic Programming using Possible Worlds.
Proceedings of the 28th Italian Conference on Computational Logic, 2013

Reasoning by Analogy Using Past Experiences.
Proceedings of the 28th Italian Conference on Computational Logic, 2013

Probabilistic Abductive Logic Programming: a Joint Approach of Logic and Probability.
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.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Towards a Caring Home for Assisted Living.
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.
Int. J. Soc. Netw. Min., 2012

Improving Robustness and Flexibility of Concept Taxonomy Learning from Text.
Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

A Multiagent System Supporting Situation Aware Interaction with a Smart Environment.
Proceedings of the PECCS 2012, 2012

A Domain Based Approach to Information Retrieval in Digital Libraries.
Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Learning to Recognize Critical Cells in Document Tables.
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.
Proceedings of the Sixth International Conference on Complex, 2012

Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates.
Proceedings of the 9th Italian Convention on Computational Logic, 2012

Recognizing the User Social Attitude in Multimodal Interaction in Smart Environments.
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011
Automatic Document Layout Analysis through Relational Machine Learning.
Proceedings of the Learning Structure and Schemas from Documents, 2011

A Relational Approach to Sensor Network Data Mining.
Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011

Automatic Digital Document Processing and Management: Problems, Algorithms and Techniques
Advances in Pattern Recognition, Springer, ISBN: 978-0-85729-198-1, 2011

Stochastic simulation and modelling of metabolic networks in a machine learning framework.
Simul. Model. Pract. Theory, 2011

Boosting learning and inference in Markov logic through metaheuristics.
Appl. Intell., 2011

An Agent-based Approach for Adapting the Behavior of a Smart Home Environment.
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.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Optimizing Probabilistic Models for Relational Sequence Learning.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

A Taxonomic Generalization Technique for Natural Language Processing.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

DOMINUS plus - DOcument Management INtelligent Universal System (plus).
Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Computational Models Enhancing Semantic Access to Digital Repositories.
Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

DDTA - Digitalisation of Districts in the Textile and Clothing Sector.
Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Project D.A.M.A.: Document Acquisition, Management and Archiving.
Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Improving User Stereotypes through Machine Learning Techniques.
Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

A Layered Architecture for Situation Aware Home Environments.
Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

mLynx: Relational Mutual Information.
Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Markov Logic Networks for Document Layout Correction.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

A Contour-Based Progressive Technique for Shape Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Engineering SLS Algorithms for Statistical Relational Models.
Proceedings of the International Conference on Complex, 2011

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks.
Proceedings of the International Conference on Complex, 2011

Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

Protein Fold Recognition Using Markov Logic Networks.
Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

2010
Approximate Relational Reasoning by Stochastic Propositionalization.
Proceedings of the Advances in Intelligent Information Systems, 2010

Towards Multistrategic Statistical Relational Learning.
Proceedings of the Advances in Machine Learning II, 2010

Feature Construction for Relational Sequence Learning
CoRR, 2010

GRASP for the Coalition Structure Formation Problem
CoRR, 2010

Approximate image color correlograms.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Classifying Agent Behaviour through Relational Sequential Patterns.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.
Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.
Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Relational Sequence based Classification in Multi-agent Systems.
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.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Coalition Structure Generation with GRASP.
Proceedings of the Artificial Intelligence: Methodology, 2010

2009
A General Similarity Framework for Horn Clause Logic.
Fundam. Informaticae, 2009

Relational Learning by Imitation.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

Relational Sequence Clustering for Aggregating Similar Agents.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

A Logic Programming Framework for Learning by Imitation.
Proceedings of the ICEIS 2009, 2009

A Distance-Based Technique for Non-Manhattan Layout Analysis.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

High Performing Algorithms for MAP and Conditional Inference in Markov Logic.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Relational Temporal Data Mining for Wireless Sensor Networks.
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.
Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Multi-Dimensional Relational Sequence Mining.
Fundam. Informaticae, 2008

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases.
Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Stochastic Propositionalization for Efficient Multi-relational Learning.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Automatic Document Organization Exploiting FOL Similarity-based Techniques.
Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Discriminative Structure Learning of Markov Logic Networks.
Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Incremental machine learning techniques for document layout understanding.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

k-Nearest Neighbor Classification on First-Order Logic Descriptions.
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.
Proceedings of the ECAI 2008, 2008

2007
Inference of abduction theories for handling incompleteness in first-order learning.
Knowl. Inf. Syst., 2007

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Unsupervised Discretization Using Kernel Density Estimation.
Proceedings of the IJCAI 2007, 2007

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Generalization-Based Similarity for Conceptual Clustering.
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Similarity-Guided Clause Generalization.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
Text learning for user profiling in e-commerce.
Int. J. Syst. Sci., 2006

Multistrategy Operators for Relational Learning and Their Cooperation.
Fundam. Informaticae, 2006

Intelligent Methodologies for Scientific Conference Management.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Towards Automatic Digital Library Content-based Management.
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.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005
Semantic-Based Access to Digital Document Databases.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Automatic Induction of Abduction and Abstraction Theories from Observations.
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

GRAPE: An Expert Review Assignment Component for Scientific Conference Management Systems.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Intelligent Document Processing.
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.
Proceedings of the Machine Learning: ECML 2005, 2005

Avoiding Order Effects in Incremental Learning.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Learning User Profiles from Text in e-Commerce.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
Incremental learning and concept drift in INTHELEX.
Intell. Data Anal., 2004

Automatic Annotation of Historical Paper Documents.
Intelligenza Artificiale, 2004

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.
Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Discovering Logical Structures in Digital Documents.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

An Algorithm for Incremental Mode Induction.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Machine Learning Approaches for Inducing Student Models.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Incremental Induction of Classification Rules for Cultural Heritage Documents.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Downward Refinement in the ALN Description Logic.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

A Backtracking Strategy for Order-Independent Incremental Learning.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.
Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003
Incremental Multistrategy Learning for Document Processing.
Appl. Artif. Intell., 2003

Theta-Subsumption and Resolution: A New Algorithm.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.
Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Spaces of Theories with Ideal Refinement Operators.
Proceedings of the IJCAI-03, 2003

Improving Automatic Labelling through RDF Management.
Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Evaluation and Validation of Two Approaches to User Profiling.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

Incremental Induction of Rules for Document Image Understanding.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

A Complete Subsumption Algorithm.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

A Methodology for the Induction of Ontological Knowledge from Semantic Annotations.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002
Minimal Generalizations under OI-Implication.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Cooperation of Multiple Strategies for Automated Learning in Complex Environments.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.
Proceedings of the Digital Libraries: People, 2002

Object Identity as Search Bias for Pattern Spaces.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001
A Generalization Model Based on OI-implication for Ideal Theory Refinement.
Fundam. Informaticae, 2001

Learning Interaction Models in a Digital Library Service.
Proceedings of the User Modeling 2001, 8th International Conference, 2001

OI-implication: Soundness and Refutation Completeness.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Document Classification and Interpretation through the Inference of Logic-Based Models.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2001

Learning Logic Models for Automated Text Categorization.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

User Profiling in an Application of Electronic Commerce.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000
Multistrategy Theory Revision: Induction and Abduction in INTHELEX.
Mach. Learn., 2000

Refining Logic Theories under OI-Implication.
Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Ideal Theory Refinement under Object Identity.
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.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Intelligent Information Retrieval in a Digital Library Service.
Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

Learning from Parsed Sentences with INTHELEX.
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.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process.
Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

1998
Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.
Int. J. Digit. Libr., 1998

Interfacce adattative per WWW: il caso di IDL.
Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998

Interacting With IDL: The Adaptive Visual Interface.
Proceedings of the Research and Advanced Technology for Digital Libraries, 1998

1997
A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.
Proceedings of the Logic Programming Synthesis and Transformation, 1997

Knowledge Revision for Document Understanding.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Machine Learning + On-line Libraries = IDL.
Proceedings of the Research and Advanced Technology for Digital Libraries. First European Conference, 1997

IDL: A Prototypical Intelligent Digital Library Service.
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997


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