An experimental page layout recognition system for office document automatic classification: an integrated approach for inductive generalization. - Floriana Esposito; Donato Malerba; Giovanni Semeraro; Enrico Annese; Giovanna Scafuro (ICPR (1), 1990)

A Distance Measure for Decision Making in Uncertain Domains. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (IPMU, 1990)

Panel: Evaluating and Changing Representation in Concept Acquisition. - Francesco Bergadano; Floriana Esposito; Céline Rouveirol; Stefan Wrobel (EWSL, 1991)

Flexible Matching for Noisy Structural Descriptions. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (IJCAI, 1991)

Automatically Acquiring Knowledge by Digital Maps in Artificial Intelligence Planning Techniques. - A. Barbanente; D. Borri; Floriana Esposito; Pietro Leo; G. Maciocco; F. Selicato (Spatio-Temporal Reasoning, 1992)

Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (IEEE Trans. Pattern Anal. Mach. Intell., 1992)

Negation as a Specializing Operator. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (AI*IA, 1993)

Decision Tree Pruning as a Search in the State Space. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (ECML, 1993)

Automated acquisition of rules for document understanding. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (ICDAR, 1993)

Machine Learning Techniques for Knowledge Acquisition and Refinement. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (SEKE, 1993)

An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships. - Donato Malerba; Giovanni Semeraro; Floriana Esposito (ECML, 1994)

Traps and Pitfalls when Learning Logical Definitions from Relations. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (ISMIS, 1994)

Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL. - Giovanni Semeraro; Floriana Esposito; Donato Malerba; Clifford Brunk; Michael J. Pazzani (LOPSTR, 1994)

multistrategy learning for document recognition. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (Appl. Artif. Intell., 1994)

Downward Refinement of Hierarchical Datalog Theories. - Floriana Esposito; Nicola Fanizzi; Donato Malerba; Giovanni Semeraro (GULP-PRODE, 1995)

Revision of Logical Theories. - Giovanni Semeraro; Floriana Esposito; Nicola Fanizzi; Donato Malerba (AI*IA, 1995)

A Further Comparison of Simplification Methods for Decision-Tree Induction. - Donato Malerba; Floriana Esposito; Giovanni Semeraro (AISTATS, 1995)

Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract). - Floriana Esposito; Donato Malerba; Giovanni Semeraro (ECML, 1995)

A knowledge-based approach to the layout analysis. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (ICDAR, 1995)

Ideal Refinement of Datalog Programs. - Giovanni Semeraro; Floriana Esposito; Donato Malerba (LOPSTR, 1995)

Locally Finite, Proper and Complete Operators for Refining Datalog Programs. - Floriana Esposito; Angela Laterza; Donato Malerba; Giovanni Semeraro (ISMIS, 1996)

Handling Continuous Data in Top-Down Induction of First-Order Rules. - Donato Malerba; Floriana Esposito; Giovanni Semeraro; Sergio Caggese (AI*IA, 1997)

Processing Paper Documents with WISDOM. - Donato Malerba; Floriana Esposito; Giovanni Semeraro; Luca de Filippis (AI*IA, 1997)

IDL: A Prototypical Intelligent Digital Library Service. - Giovanni Semeraro; Floriana Esposito; Donato Malerba; Nicola Fanizzi; Stefano Ferilli; Pasquale Lops (AI*IA, 1997)

Inductive Inference of First-Order Models from Numeric-Symbolic Data. - Floriana Esposito; Sergio Caggese; Donato Malerba; Giovanni Semeraro (AISTATS, 1997)

Machine Learning + On-line Libraries = IDL. - Giovanni Semeraro; Floriana Esposito; Donato Malerba; Nicola Fanizzi; Stefano Ferilli (ECDL, 1997)

Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques. - Floriana Esposito; Donato Malerba; Giovanni Semeraro; Cesare Daniele Antifora; Gioacchino de Gennaro (ICDAR, 1997)

Knowledge Revision for Document Understanding. - Floriana Esposito; Donato Malerba; Giovanni Semeraro; Stefano Ferilli (ISMIS, 1997)

A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. - Giovanni Semeraro; Floriana Esposito; Donato Malerba; Nicola Fanizzi; Stefano Ferilli (LOPSTR, 1997)

Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning. - Floriana Esposito; Antonietta Lanza; Donato Malerba; Giovanni Semeraro (Appl. Artif. Intell., 1997)

Discovering Causal Rules in Relational Databases. - Floriana Esposito; Donato Malerba; Vincenza Ripa; Giovanni Semeraro (Appl. Artif. Intell., 1997)

A Comparative Analysis of Methods for Pruning Decision Trees. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

Learning Recursive Theories with ATRE. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (ECAI, 1998)

Interacting With IDL: The Adaptive Visual Interface. - Maria Francesca Costabile; Floriana Esposito; Giovanni Semeraro; Nicola Fanizzi; Stefano Ferilli (ECDL, 1998)

Interfacce adattative per WWW: il caso di IDL. - Maria Francesca Costabile; Floriana Esposito; Giovanni Semeraro; Nicola Fanizzi; Stefano Ferilli (SEBD, 1998)

Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service. - Floriana Esposito; Donato Malerba; Giovanni Semeraro; Nicola Fanizzi; Stefano Ferilli (Int. J. Digit. Libr., 1998)

A Machine Learning Approach to Web Mining. - Floriana Esposito; Donato Malerba; Luigi Di Pace; Pietro Leo (AI*IA, 1999)

Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process. - Floriana Esposito; Giovanni Semeraro; Nicola Fanizzi; Stefano Ferilli (AI*IA, 1999)

WISDOM++: An Interactive and Adaptive Document Analysis System. - Oronzo Altamura; Floriana Esposito; Donato Malerba (ICDAR, 1999)

CONCERTO, Conceptual Indexing, Querying and Retrieval of Digital Documents. - Elisa Bertino; Bill Black; Andrew Brasher; Vito Candela; Barbara Catania; Diana Deavin; Luigi Di Pace; Floriana Esposito; Pietro Leo; John McNaught; Andreas Persidis; Fabio Rinaldi 001; et al. (ICMCS, Vol. 2, 1999)

Machine Learning for Intelligent Document Processing: The WISDOM System. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (ISMIS, 1999)

A Learning Server for Inducing User Classification Rules in a Digital Library Service. - Giovanni Semeraro; Maria Francesca Costabile; Floriana Esposito; Nicola Fanizzi; Stefano Ferilli (ISMIS, 1999)

CONCERTO, An Environment for the 'Intelligent' Indexing, Querying and Retrieval of Digital Documents. - Gian Piero Zarri; Elisa Bertino; Bill Black; Andrew Brasher; Barbara Catania; Diana Deavin; Luigi Di Pace; Floriana Esposito; Pietro Leo; John McNaught; Andreas Persidis; Fabio Rinaldi 001; et al. (ISMIS, 1999)

Symbolic Learning Techniques in Paper Document Processing. - Oronzo Altamura; Floriana Esposito; Francesca A. Lisi; Donato Malerba (MLDM, 1999)

An Adaptive Visual Environment for Digital Libraries. - Maria Francesca Costabile; Floriana Esposito; Giovanni Semeraro; Nicola Fanizzi (Int. J. Digit. Libr., 1999)

Learning from Parsed Sentences with INTHELEX. - Floriana Esposito; Stefano Ferilli; Nicola Fanizzi; Giovanni Semeraro (CoNLL/LLL, 2000)

Interaction Profiling in Digital Libraries through Learning Tools. - Giovanni Semeraro; Floriana Esposito; Nicola Fanizzi; Stefano Ferilli (ECDL, 2000)

Ideal Theory Refinement under Object Identity. - Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Giovanni Semeraro (ICML, 2000)

Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (ILP, 2000)

Refining Logic Theories under OI-Implication. - Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Giovanni Semeraro (ISMIS, 2000)

Discovering Geographic Knowledge: The INGENS System. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi (ISMIS, 2000)

Machine Learning for Intelligent Processing of Printed Documents. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (J. Intell. Inf. Syst., 2000)

Guest Editors' Introduction. - Floriana Esposito; Ryszard S. Michalski; Lorenza Saitta (Mach. Learn., 2000)

Multistrategy Theory Revision: Induction and Abduction in INTHELEX. - Floriana Esposito; Giovanni Semeraro; Nicola Fanizzi; Stefano Ferilli (Mach. Learn., 2000)

Document Classification and Interpretation through the Inference of Logic-Based Models. - Giovanni Semeraro; Stefano Ferilli; Nicola Fanizzi; Floriana Esposito (ECDL, 2001)

Multiple Predicate Learning for Document Image Understanding. - Floriana Esposito; Donato Malerba; Francesca A. Lisi (FLAIRS, 2001)

A Logical Framework for Frequent Pattern Discovery in Spatial Data. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (FLAIRS, 2001)

Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. - Donato Malerba; Floriana Esposito; Francesca A. Lisi; Oronzo Altamura (ICDAR, 2001)

OI-implication: Soundness and Refutation Completeness. - Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Giovanni Semeraro (IJCAI, 2001)

First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi (MLDM, 2001)

Mining Association Rules in Spatial Databases: A Logic-based Computational Method. - Donato Malerba; Floriana Esposito; Francesca A. Lisi (SEBD, 2001)

Machine Learning in Computer Vision (Editorial). - Floriana Esposito; Donato Malerba (Appl. Artif. Intell., 2001)

A Generalization Model Based on OI-implication for Ideal Theory Refinement. - Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Giovanni Semeraro (Fundam. Informaticae, 2001)

Inductive learning from numerical and symbolic data: An integrated framework. - Floriana Esposito; Donato Malerba; Vittorio Marengo (Intell. Data Anal., 2001)

Transforming paper documents into XML format with WISDOM++. - Oronzo Altamura; Floriana Esposito; Donato Malerba (Int. J. Document Anal. Recognit., 2001)

Mining HTML Pages to Support Document Sharing in a Cooperative System. - Donato Malerba; Floriana Esposito; Michelangelo Ceci (EDBT Workshops, 2002)

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material. - Giovanni Semeraro; Floriana Esposito; Stefano Ferilli; Nicola Fanizzi; Teresa Maria Altomare Basile; Nicola Di Mauro (ICADL, 2002)

Cooperation of Multiple Strategies for Automated Learning in Complex Environments. - Floriana Esposito; Stefano Ferilli; Nicola Fanizzi; Teresa Maria Altomare Basile; Nicola Di Mauro (ISMIS, 2002)

Adaptive Layout Analysis of Document Images. - Donato Malerba; Floriana Esposito; Oronzo Altamura (ISMIS, 2002)

A Methodology for the Induction of Ontological Knowledge from Semantic Annotations. - Nicola Fanizzi; Floriana Esposito; Stefano Ferilli; Giovanni Semeraro (AI*IA, 2003)

A Complete Subsumption Algorithm. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (AI*IA, 2003)

Incremental Induction of Rules for Document Image Understanding. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (AI*IA, 2003)

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material. - Stefano Ferilli; Floriana Esposito; Teresa Maria Altomare Basile; Nicola Di Mauro (ECDL, 2003)

Evaluation and Validation of Two Approaches to User Profiling. - Floriana Esposito; Giovanni Semeraro; Stefano Ferilli; Marco Degemmis; Nicola Di Mauro; Teresa Maria Altomare Basile; Pasquale Lops (EWMF, 2003)

Improving Automatic Labelling through RDF Management. - Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Luigi Iannone; Ignazio Palmisano; Giovanni Semeraro (ICADL, 2003)

Correcting the Document Layout: A Machine Learning Approach. - Donato Malerba; Floriana Esposito; Oronzo Altamura; Michelangelo Ceci; Margherita Berardi (ICDAR, 2003)

Learning Logic Programs for Layout Analysis Correction. - Margherita Berardi; Michelangelo Ceci; Floriana Esposito; Donato Malerba (ICML, 2003)

Automated Classification of Web Documents into a Hierarchy of Categories. - Michelangelo Ceci; Floriana Esposito; Michele Lapi; Donato Malerba (IIS, 2003)

An Exhaustive Matching Procedure for the Improvement of Learning Efficiency. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito; Nicola Fanizzi (ILP, 2003)

Theta-Subsumption and Resolution: A New Algorithm. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (ISMIS, 2003)

Personalization to improve searching in a Digital Library. - Oriana Licchelli; Floriana Esposito; Giovanni Semeraro; Luciana Bordoni (NDDL/VVEIS, 2003)

Mining Model Trees with Regression and Splitting Nodes. - Annalisa Appice; Michelangelo Ceci; Floriana Esposito; Donato Malerba (SEBD, 2003)

RDF Core: A component for effective management of RDF Models. - Floriana Esposito; Luigi Iannone; Ignazio Palmisano; Giovanni Semeraro (SWDB, 2003)

Incremental Multistrategy Learning for Document Processing. - Floriana Esposito; Stefano Ferilli; Nicola Fanizzi; Teresa Maria Altomare Basile; Nicola Di Mauro (Appl. Artif. Intell., 2003)

An introduction to symbolic data analysis and the SODAS software. - Edwin Diday; Floriana Esposito (Intell. Data Anal., 2003)

Empowering a GIS with inductive learning capabilities: the case of INGENS. - Donato Malerba; Floriana Esposito; Antonietta Lanza; Francesca A. Lisi; Annalisa Appice (Comput. Environ. Urban Syst., 2003)

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation. - Floriana Esposito; Donato Malerba; Giovanni Semeraro; Stefano Ferilli; Oronzo Altamura; Teresa Maria Altomare Basile; Margherita Berardi; Michelangelo Ceci; Nicola Di Mauro (DIAL, 2004)

Induction and Revision of Terminologies. - Floriana Esposito; Nicola Fanizzi; Luigi Iannone; Ignazio Palmisano; Giovanni Semeraro (ECAI, 2004)

Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains. - Stefano Ferilli; Floriana Esposito; Teresa Maria Altomare Basile; Nicola Di Mauro (ECAI, 2004)

A Backtracking Strategy for Order-Independent Incremental Learning. - Nicola Di Mauro; Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile (ECAI, 2004)

Personalizing Digital Libraries for Education. - Floriana Esposito; Oriana Licchelli; Pasquale Lops; Giovanni Semeraro (ICEIS (5), 2004)

Incremental Induction of Classification Rules for Cultural Heritage Documents. - Teresa Maria Altomare Basile; Stefano Ferilli; Nicola Di Mauro; Floriana Esposito (IEA/AIE, 2004)

Machine Learning Approaches for Inducing Student Models. - Oriana Licchelli; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito; Giovanni Semeraro; Stefano Ferilli (IEA/AIE, 2004)

An Algorithm for Incremental Mode Induction. - Nicola Di Mauro; Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile (IEA/AIE, 2004)

Discovering Logical Structures in Digital Documents. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (Intelligent Information Systems, 2004)

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations. - Stefano Ferilli; Floriana Esposito; Teresa Maria Altomare Basile; Nicola Di Mauro (ILP, 2004)

Efficient Evaluation of Candidate Hypotheses in AL-log. - Francesca A. Lisi; Floriana Esposito (ILP, 2004)

Knowledge-Intensive Induction of Terminologies from Metadata. - Floriana Esposito; Nicola Fanizzi; Luigi Iannone; Ignazio Palmisano; Giovanni Semeraro (ISWC, 2004)

Incremental learning and concept drift in INTHELEX. - Floriana Esposito; Stefano Ferilli; Nicola Fanizzi; Teresa Maria Altomare Basile; Nicola Di Mauro (Intell. Data Anal., 2004)

Discovering Student Models in e-Learning Systems. - Floriana Esposito; Oriana Licchelli; Giovanni Semeraro (J. Univers. Comput. Sci., 2004)

Top-Down Induction of Model Trees with Regression and Splitting Nodes. - Donato Malerba; Floriana Esposito; Michelangelo Ceci; Annalisa Appice (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning. - Teresa Maria Altomare Basile; Floriana Esposito; Nicola Di Mauro; Stefano Ferilli (AI*IA, 2005)

A Counterfactual-Based Learning Algorithm for Description Logic. - Floriana Esposito; Nicola Fanizzi; Luigi Iannone; Ignazio Palmisano; Giovanni Semeraro (AI*IA, 2005)

Avoiding Order Effects in Incremental Learning. - Nicola Di Mauro; Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile (AI*IA, 2005)

On the LearnAbility of Abstraction Theories from Observations for Relational Learning. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (ECML, 2005)

REDD: An Algorithm for Redundancy Detection in RDF Models. - Floriana Esposito; Luigi Iannone; Ignazio Palmisano; Domenico Redavid; Giovanni Semeraro (ESWC, 2005)

Intelligent Document Processing. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (ICDAR, 2005)

Automatic Induction of Abduction and Abstraction Theories from Observations. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (ILP, 2005)

ILP Meets Knowledge Engineering: A Case Study. - Francesca A. Lisi; Floriana Esposito (ILP, 2005)

Semantic-Based Access to Digital Document Databases. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (ISMIS, 2005)

Mining the Semantic Web: A Logic-Based Methodology. - Francesca A. Lisi; Floriana Esposito (ISMIS, 2005)

An ILP Perspective on the Semantic Web. - Francesca A. Lisi; Floriana Esposito (SWAP, 2005)

A Dissimilarity Measure for the ALC Description Logic. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (SWAP, 2005)

Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (DIAL, 2006)

Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement. - Francesca A. Lisi; Floriana Esposito (ECAI, 2006)

Refining Ontologies via Pattern-based Clustering. - Francesca A. Lisi; Floriana Esposito (C&O@ECAI, 2006)

Tractable Feature Generation Through Description Logics with Value and Number Restrictions. - Nicola Fanizzi; Luigi Iannone; Nicola Di Mauro; Floriana Esposito (IEA/AIE, 2006)

Automatic Topics Identification for Reviewer Assignment. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito; Marenglen Biba (IEA/AIE, 2006)

On the Missing Link Between Frequent Pattern Discovery and Concept Formation. - Francesca A. Lisi; Floriana Esposito (ILP, 2006)

Towards Automatic Digital Library Content-based Management. - Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (IRCDL, 2006)

A dissimilarity measure for ALC concept descriptions. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (SAC, 2006)

Classifying Aggregated Data: a Symbolic Data Analysis Approach. - Annalisa Appice; Floriana Esposito; Donato Malerba (SEBD, 2006)

Analogical Reasoning in Description Logics. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW, 2006)

Reasoning by Analogy in Description Logics Through Instance-based Learning. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (SWAP, 2006)

Multistrategy Operators for Relational Learning and Their Cooperation. - Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (Fundam. Informaticae, 2006)

Machine Learning and Data Mining. - Floriana Esposito; Attilio Giordana; Lorenza Saitta (Intelligenza Artificiale, 2006)

Classification of symbolic objects: A lazy learning approach. - Annalisa Appice; Claudia d'Amato; Floriana Esposito; Donato Malerba (Intell. Data Anal., 2006)

Instance-Based Query Answering with Semantic Knowledge Bases. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (AI*IA, 2007)

A Hierarchical Clustering Procedure for Semantically Annotated Resources. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (AI*IA, 2007)

Similarity-Guided Clause Generalization. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Marenglen Biba; Floriana Esposito (AI*IA, 2007)

Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (CIKM, 2007)

Induction of Optimal Semi-distances for Individuals based on Feature Sets. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Description Logics, 2007)

Conceptual Clustering Applied to Ontologies. - Floriana Esposito; Nicola Fanizzi; Claudia d'Amato (MCD, 2007)

Generalization-Based Similarity for Conceptual Clustering. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Marenglen Biba; Floriana Esposito (MCD, 2007)

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents. - Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (ICDAR, 2007)

Unsupervised Discretization Using Kernel Density Estimation. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (IJCAI, 2007)

Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ILP, 2007)

Instance-based retrieval by analogy. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (SAC, 2007)

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile (SEBD, 2007)

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework. - Marenglen Biba; Stefano Ferilli; Floriana Esposito; Nicola Di Mauro; Teresa Maria Altomare Basile (SEBD, 2007)

Approximate Query Answering and Ranking for Semantic Knowledge Bases. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (SEBD, 2007)

Evolutionary Conceptual Clustering of Semantically Annotated Resources. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ICSC, 2007)

Approximate Measures of Semantic Dissimilarity under Uncertainty. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (URSW, 2007)

Efficient Discovery of Services Specified in Description Logics Languages. - Claudia d'Amato; Steffen Staab; Nicola Fanizzi; Floriana Esposito (SMRR, 2007)

Semantic Nearest Neighbor Search in OWL Ontologies. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (SWAP, 2007)

Building Rules on top of Ontologies? Inductive Logic Programming can help! - Francesca A. Lisi; Floriana Esposito (SWAP, 2007)

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework. - Marenglen Biba; Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (WILF, 2007)

Introduction to the special issue. - Floriana Esposito; Donato Malerba; Giovanni Semeraro (Appl. Intell., 2007)

Inference of abduction theories for handling incompleteness in first-order learning. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (Knowl. Inf. Syst., 2007)

Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (DEXA, 2008)

Structure Learning of Markov Logic Networks through Iterated Local Search. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ECAI, 2008)

Conceptual Clustering and Its Application to Concept Drift and Novelty Detection. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ESWC, 2008)

Query Answering and Ontology Population: An Inductive Approach. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ESWC, 2008)

k-Nearest Neighbor Classification on First-Order Logic Descriptions. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (ICDM Workshops, 2008)

Incremental machine learning techniques for document layout understanding. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (ICPR, 2008)

Discriminative Structure Learning of Markov Logic Networks. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ILP, 2008)

DL-FOIL Concept Learning in Description Logics. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ILP, 2008)

Learning with Kernels in Description Logics. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ILP, 2008)

Foundations of Onto-Relational Learning. - Francesca A. Lisi; Floriana Esposito (ILP, 2008)

Automatic Document Organization Exploiting FOL Similarity-based Techniques. - Stefano Ferilli; Teresa Maria Altomare Basile; Marenglen Biba; Floriana Esposito (IRCDL, 2008)

A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ISMIS, 2008)

Stochastic Propositionalization for Efficient Multi-relational Learning. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (ISMIS, 2008)

Distance-Based Classification in OWL Ontologies. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (KES (2), 2008)

Classification and Retrieval through Semantic Kernels. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (KES (3), 2008)

Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ICSC, 2008)

Statistical Learning for Inductive Query Answering on OWL Ontologies. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ISWC, 2008)

Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito; Thomas Lukasiewicz (URSW, 2008)

Learning Semantic Web Rules within the Framework of SHIQ+log. - Francesca A. Lisi; Floriana Esposito (ISWC (Posters & Demos), 2008)

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (SUM, 2008)

Learning SHIQ+log Rules for Ontology Evolution. - Francesca A. Lisi; Floriana Esposito (SWAP, 2008)

A Note on the Evaluation of Inductive Concept Classification Procedures. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (SWAP, 2008)

Multi-Dimensional Relational Sequence Mining. - Floriana Esposito; Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli (Fundam. Informaticae, 2008)

Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Int. J. Semantic Comput., 2008)

Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Int. J. Semantic Web Inf. Syst., 2008)

Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (Machine Learning in Document Analysis and Recognition, 2008)

Relational Temporal Data Mining for Wireless Sensor Networks. - Teresa Maria Altomare Basile; Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (AI*IA, 2009)

High Performing Algorithms for MAP and Conditional Inference in Markov Logic. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (AI*IA, 2009)

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison. - Stefano Ferilli; Marenglen Biba; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (AI*IA, 2009)

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization. - Floriana Esposito; Marenglen Biba; Stefano Ferilli (CIBB, 2009)

ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ESWC, 2009)

A Distance-Based Technique for Non-Manhattan Layout Analysis. - Stefano Ferilli; Marenglen Biba; Floriana Esposito; Teresa Maria Altomare Basile (ICDAR, 2009)

A Logic Programming Framework for Learning by Imitation. - Grazia Bombini; Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (ICEIS (2), 2009)

Nonmonotonic Onto-Relational Learning. - Francesca A. Lisi; Floriana Esposito (ILP, 2009)

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2009)

Inductive Query Answering and Concept Retrieval Exploiting Local Models. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito; Thomas Lukasiewicz (ISDA, 2009)

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (ISMIS, 2009)

Relational Sequence Clustering for Aggregating Similar Agents. - Grazia Bombini; Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (ISMIS, 2009)

Fuzzy Clustering for Categorical Spaces. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ISMIS, 2009)

Relational Learning by Imitation. - Grazia Bombini; Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (KES-AMSTA, 2009)

Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (URSW, 2009)

Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models. - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito; Thomas Lukasiewicz (Web Intelligence, 2009)

A Semantic Similarity Measure for Expressive Description Logics - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (CoRR, 2009)

A General Similarity Framework for Horn Clause Logic. - Stefano Ferilli; Teresa Maria Altomare Basile; Marenglen Biba; Nicola Di Mauro; Floriana Esposito (Fundam. Informaticae, 2009)

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Int. J. Semantic Web Inf. Syst., 2009)

Metric-based stochastic conceptual clustering for ontologies. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Inf. Syst., 2009)

Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages. - Floriana Esposito; Nicola Fanizzi; Claudia d'Amato (Knowledge Discovery Enhanced with Semantic and Social Information, 2009)

On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming. - Francesca A. Lisi; Floriana Esposito (Knowledge Discovery Enhanced with Semantic and Social Information, 2009)

Coalition Structure Generation with GRASP. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (AIMSA, 2010)

A Multi-relational Learning Framework to Support Biomedical Applications. - Teresa Maria Altomare Basile; Floriana Esposito; Laura Caponetti (CIBB, 2010)

A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm. - Stefano Ferilli; Teresa Maria Altomare Basile; Floriana Esposito (Document Analysis Systems, 2010)

Towards Learning to Rank in Description Logics. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ECAI, 2010)

A Comparative Study on Semantic Web Services Frameworks from the Dynamic Orchestration Perspective. - Domenico Redavid; Floriana Esposito; Luigi Iannone (KEOD, 2010)

Relational Sequence based Classification in Multi-agent Systems. - Grazia Bombini; Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (ICAART (1), 2010)

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval. - Stefano Ferilli; Marenglen Biba; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2010)

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions. - Stefano Ferilli; Marenglen Biba; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (IRCDL, 2010)

A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain. - Teresa Maria Altomare Basile; Floriana Esposito; Laura Caponetti (ISVC (1), 2010)

Classifying Agent Behaviour through Relational Sequential Patterns. - Grazia Bombini; Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (KES-AMSTA (1), 2010)

Approximate image color correlograms. - Claudio Taranto; Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (ACM Multimedia, 2010)

Induction of Concepts in Web Ontologies through Terminological Decision Trees. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ECML/PKDD (1), 2010)

Learning to Rank Individuals in Description Logics Using Kernel Perceptrons. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (RR, 2010)

Recovering uncertain mappings through structural validation and aggregation with the MoTo system. - Floriana Esposito; Nicola Fanizzi; Claudia d'Amato (SAC, 2010)

Towards the induction of terminological decision trees. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (SAC, 2010)

Inductive reasoning and semantic web search. - Claudia d'Amato; Floriana Esposito; Nicola Fanizzi; Bettina Fazzinga; Georg Gottlob; Thomas Lukasiewicz (SAC, 2010)

Efficient Resource Retrieval from Semantic Knowledge Bases. - Claudia d'Amato; Steffen Staab; Nicola Fanizzi; Floriana Esposito (ICSC, 2010)

GRASP for the Coalition Structure Formation Problem - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (CoRR, 2010)

Feature Construction for Relational Sequence Learning - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (CoRR, 2010)

Fuzzy Clustering for Semantic Knowledge Bases. - Floriana Esposito; Claudia d'Amato; Nicola Fanizzi (Fundam. Informaticae, 2010)

Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases. - Claudia d'Amato; Steffen Staab; Nicola Fanizzi; Floriana Esposito (Int. J. Semantic Comput., 2010)

Inductive learning for the Semantic Web: What does it buy? - Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (Semantic Web, 2010)

Towards Multistrategic Statistical Relational Learning. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Advances in Machine Learning II, 2010)

Approximate Relational Reasoning by Stochastic Propositionalization. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (Advances in Intelligent Information Systems, 2010)

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Semantic Services, Interoperability and Web Applications, 2011)

Protein Fold Recognition Using Markov Logic Networks. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011)

Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (AI*IA, 2011)

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (CISIS, 2011)

Engineering SLS Algorithms for Statistical Relational Models. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (CISIS, 2011)

A Contour-Based Progressive Technique for Shape Recognition. - Stefano Ferilli; Teresa Maria Altomare Basile; Floriana Esposito; Marenglen Biba (ICDAR, 2011)

mLynx: Relational Mutual Information. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (ILP (Late Breaking Papers), 2011)

Improving User Stereotypes through Machine Learning Techniques. - Teresa Maria Altomare Basile; Floriana Esposito; Stefano Ferilli (IRCDL, 2011)

DDTA - Digitalisation of Districts in the Textile and Clothing Sector. - Floriana Esposito; Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Marenglen Biba (IRCDL, 2011)

Computational Models Enhancing Semantic Access to Digital Repositories. - Floriana Esposito; Nicola Di Mauro; Claudio Taranto; Stefano Ferilli (IRCDL, 2011)

DOMINUS plus - DOcument Management INtelligent Universal System (plus). - Stefano Ferilli; Floriana Esposito; Teresa Maria Altomare Basile; Domenico Redavid; Incoronata Villani (IRCDL, 2011)

MBlab: Molecular Biodiversity Laboratory. - Corrado Loglisci; Annalisa Appice; Michelangelo Ceci; Donato Malerba; Floriana Esposito (IRCDL, 2011)

Probabilistic Inference over Image Networks. - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (IRCDL, 2011)

A Taxonomic Generalization Technique for Natural Language Processing. - Stefano Ferilli; Nicola Di Mauro; Teresa Maria Altomare Basile; Floriana Esposito (ISMIS, 2011)

Optimizing Probabilistic Models for Relational Sequence Learning. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (ISMIS, 2011)

SWRL Rules Plan Encoding with OWL-S Composite Services. - Domenico Redavid; Stefano Ferilli; Floriana Esposito (ISMIS, 2011)

rsLDA: A Bayesian hierarchical model for relational learning. - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (ICDKE, 2011)

Prediction of class and property assertions on OWL ontologies through evidence combination. - Giuseppe Rizzo 001; Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (WIMS, 2011)

Boosting learning and inference in Markov logic through metaheuristics. - Marenglen Biba; Stefano Ferilli; Floriana Esposito (Appl. Intell., 2011)

Stochastic simulation and modelling of metabolic networks in a machine learning framework. - Marenglen Biba; Fatos Xhafa; Floriana Esposito; Stefano Ferilli (Simul. Model. Pract. Theory, 2011)

A Relational Approach to Sensor Network Data Mining. - Floriana Esposito; Teresa Maria Altomare Basile; Nicola Di Mauro; Stefano Ferilli (Information Retrieval and Mining in Distributed Environments, 2011)

Automatic Document Layout Analysis through Relational Machine Learning. - Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (Learning Structure and Schemas from Documents, 2011)

Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates. - Stefano Ferilli; Teresa Maria Altomare Basile; Floriana Esposito (CILC, 2012)

Uncertain Graphs meet Collaborative Filtering. - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (IIR, 2012)

Learning to Recognize Critical Cells in Document Tables. - Nicola Di Mauro; Stefano Ferilli; Floriana Esposito (IRCDL, 2012)

Uncertain (Multi)Graphs for Personalization Services in Digital Libraries. - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (IRCDL, 2012)

Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns. - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (NFMCP, 2012)

Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ICSC, 2012)

Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ICSC, 2012)

Language-Constraint Reachability Learning in Probabilistic Graphs - Claudio Taranto; Nicola Di Mauro; Floriana Esposito (CoRR, 2012)

Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito; Pasquale Minervini (Int. J. Semantic Comput., 2012)

Social networks and statistical relational learning: a survey. - Floriana Esposito; Stefano Ferilli; Teresa Maria Altomare Basile; Nicola Di Mauro (Int. J. Soc. Netw. Min., 2012)

Induction of robust classifiers for web ontologies through kernel machines. - Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (J. Web Semant., 2012)

A Heuristic Approach to Handling Sequential Information in Incremental ILP. - Stefano Ferilli; Floriana Esposito (AI*IA, 2013)

Symbolic machine learning methods for historical document processing. - Floriana Esposito (ACM Symposium on Document Engineering, 2013)

Hi-Fi HTML rendering of multi-format documents in DoMinUS. - Stefano Ferilli; Floriana Esposito; Domenico Redavid (ACM Symposium on Document Engineering, 2013)

Transductive Inference for Class-Membership Propagation in Web Ontologies. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ESWC, 2013)

Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease. - Nicola Di Mauro; Floriana Esposito; Stefano Ferilli (ICDAR, 2013)

Contour-Based Progressive Identification of Known Shapes in Images. - Stefano Ferilli; Floriana Esposito; Domenico Grieco; Marenglen Biba (IRCDL, 2013)

Rank prediction for semantically annotated resources. - Pasquale Minervini; Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (SAC, 2013)

Assertion Prediction with Ontologies through Evidence Combination. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW (LNCS Vol.), 2013)

Ensemble Relational Learning based on Selective Propositionalization. - Nicola Di Mauro; Floriana Esposito (CoRR, 2013)

A Logic Framework for Incremental Learning of Process Models. - Stefano Ferilli; Floriana Esposito (Fundam. Informaticae, 2013)

Italian Machine Learning and Data Mining research: The last years. - Nicola Di Mauro; Paolo Frasconi; Fabrizio Angiulli; Davide Bacciu; Marco de Gemmis; Floriana Esposito; Nicola Fanizzi; Stefano Ferilli; Marco Gori; Francesca A. Lisi; Pasquale Lops; Donato Malerba; et al. (Intelligenza Artificiale, 2013)

Towards Dynamic Orchestration of Semantic Web Services. - Domenico Redavid; Stefano Ferilli; Floriana Esposito (Trans. Comput. Collect. Intell., 2013)

Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts. - Domenico Redavid; Stefano Ferilli; Floriana Esposito (AIMSA, 2014)

Semantic Web Services for Integrated Tourism in the Apulia Region. - Francesca Alessandra Lisi; Floriana Esposito (CILC, 2014)

Abstract argumentation for reading order detection. - Stefano Ferilli; Domenico Grieco; Domenico Redavid; Floriana Esposito (ACM Symposium on Document Engineering, 2014)

Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (EKAW, 2014)

Adaptive Knowledge Propagation in Web Ontologies. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (EKAW, 2014)

Guidelines and Tool for Meaningful OWL-S Services Annotations. - Domenico Redavid; Stefano Ferilli; Berardina De Carolis; Floriana Esposito (KEOD, 2014)

A Tool for Complete OWL-S Services Annotation by Means of Concept Networks. - Domenico Redavid; Stefano Ferilli; Berardina De Carolis; Floriana Esposito (IC3K (Selected Papers), 2014)

A Gaussian Process Model for Knowledge Propagation in Web Ontologies. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ICDM, 2014)

Towards Evidence-Based Terminological Decision Trees. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (IPMU (1), 2014)

Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs. - Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (IRCDL, 2014)

Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text. - Stefano Ferilli; Floriana Esposito; Domenico Grieco (IRCDL, 2014)

Learning Complex Activity Preconditions in Process Mining. - Stefano Ferilli; Berardina De Carolis; Floriana Esposito (NFMCP, 2014)

Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning. - Francesca Alessandra Lisi; Floriana Esposito (ISWC (Posters & Demos), 2014)

Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW (LNCS Vol.), 2014)

Graph-Based Regularization for Transductive Class-Membership Prediction. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW (LNCS Vol.), 2014)

Guest editors' introduction: special issue of the ECML/PKDD 2014 journal track. - Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo (Data Min. Knowl. Discov., 2014)

Grasp and Path-Relinking for Coalition Structure Generation. - Nicola Di Mauro; Teresa Maria Altomare Basile; Stefano Ferilli; Floriana Esposito (Fundam. Informaticae, 2014)

Link classification with probabilistic graphs. - Nicola Di Mauro; Claudio Taranto; Floriana Esposito (J. Intell. Inf. Syst., 2014)

Empowered Negative Specialization in Inductive Logic Programming. - Stefano Ferilli; Andrea Pazienza; Floriana Esposito (AI*IA, 2015)

An AI Application to Integrated Tourism Planning. - Francesca Alessandra Lisi; Floriana Esposito (AI*IA, 2015)

Learning Accurate Cutset Networks by Exploiting Decomposability. - Nicola Di Mauro; Antonio Vergari; Floriana Esposito (AI*IA, 2015)

An authority degree-based evaluation strategy for abstract argumentation frameworks. - Andrea Pazienza; Floriana Esposito; Stefano Ferilli (CILC, 2015)

Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language. - Stefano Ferilli; Berardina De Carolis; Floriana Esposito; Domenico Redavid (DSAA, 2015)

Inductive Classification Through Evidence-Based Models and Their Ensembles. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ESWC, 2015)

Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. - Pasquale Minervini; Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (ICMLA, 2015)

Unsupervised Author Identification and Characterization. - Stefano Ferilli; Domenico Redavid; Floriana Esposito (IRCDL, 2015)

An Agent Architecture for Adaptive Supervision and Control of Smart Environments. - Stefano Ferilli; Berardina De Carolis; Andrea Pazienza; Floriana Esposito; Domenico Redavid (PECCS, 2015)

Logic-Based Incremental Process Mining. - Stefano Ferilli; Domenico Redavid; Floriana Esposito (ECML/PKDD (3), 2015)

Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning. - Antonio Vergari; Nicola Di Mauro; Floriana Esposito (ECML/PKDD (2), 2015)

Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts. - Stefano Ferilli; Andrea Pazienza; Floriana Esposito (RuleML, 2015)

Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW@ISWC, 2015)

Predicting Process Behavior in WoMan. - Stefano Ferilli; Floriana Esposito; Domenico Redavid; Sergio Angelastro (AI*IA, 2016)

Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (DS, 2016)

A multimodal and multilevel system for robotics treatment of autism in children. - Giuseppe Palestra; Giovanna Varni; Mohamed Chetouani; Floriana Esposito (SLMI@ICMI, 2016)

Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries. - Stefano Ferilli; Berardina De Carolis; Domenico Redavid; Floriana Esposito (IRCDL, 2016)

A Study on the Classification of Layout Components for Newspapers. - Stefano Ferilli; Floriana Esposito; Domenico Redavid (IRCDL, 2016)

Multi-Label Classification with Cutset Networks. - Nicola Di Mauro; Antonio Vergari; Floriana Esposito (Probabilistic Graphical Models, 2016)

Clustering underlying stock trends via non-negative matrix factorization. - Andrea Pazienza; Sabrina Francesca Pellegrino; Stefano Ferilli; Floriana Esposito (MIDAS@PKDD/ECML, 2016)

Leveraging the schema in latent factor models for knowledge graph completion. - Pasquale Minervini; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (SAC, 2016)

Induction of Terminological Cluster Trees. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (URSW@ISWC, 2016)

Towards Representation Learning with Tractable Probabilistic Models. - Antonio Vergari; Nicola Di Mauro; Floriana Esposito (CoRR, 2016)

Alternative Variable Splitting Methods to Learn Sum-Product Networks. - Nicola Di Mauro; Floriana Esposito; Fabrizio Giuseppe Ventola; Antonio Vergari (AI*IA, 2017)

Artificial Intelligence for Robot-Assisted Treatment of Autism. - Giuseppe Palestra; Berardina De Carolis; Floriana Esposito (WAIAH@AI*IA, 2017)

RescueRobot: Modeling Complex Robots Behaviors in Emergency Situations. - Giuseppe Palestra; Andrea Pazienza; Stefano Ferilli; Berardina De Carolis; Floriana Esposito (AIRO@AI*IA, 2017)

Synthesis of Argumentation Graphs by Matrix Factorization. - Andrea Pazienza; Stefano Ferilli; Floriana Esposito (AI³@AI*IA, 2017)

Constructing and Evaluating Bipolar Weighted Argumentation Frameworks for Online Debating Systems. - Andrea Pazienza; Stefano Ferilli; Floriana Esposito (AI³@AI*IA, 2017)

A Multimodal Interface for Robot-Children Interaction in Autism Treatment. - Giuseppe Palestra; Floriana Esposito; Berardina De Carolis (DCPD@CHItaly, 2017)

Terminological Cluster Trees for Disjointness Axiom Discovery. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (ESWC (1), 2017)

Encoding and Decoding Representations with Sum- and Max-Product Networks. - Antonio Vergari; Robert Peharz; Nicola Di Mauro; Floriana Esposito (ICLR (Workshop), 2017)

Language Identification as Process Prediction Using WoMan. - Stefano Ferilli; Floriana Esposito; Domenico Redavid; Sergio Angelastro (IRCDL, 2017)

Extended Process Models for Activity Prediction. - Stefano Ferilli; Floriana Esposito; Domenico Redavid; Sergio Angelastro (ISMIS, 2017)

An Expert System Approach to Eating Disorder Diagnosis. - Stefano Ferilli; Anna Maria Ferilli; Floriana Esposito; Domenico Redavid; Sergio Angelastro (ISMIS, 2017)

On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust. - Andrea Pazienza; Stefano Ferilli; Floriana Esposito (ISMIS, 2017)

Density Estimators for Positive-Unlabeled Learning. - Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito; Stefano Ferilli; Antonio Vergari (NFMCP@PKDD/ECML, 2017)

Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks. - Nicola Di Mauro; Antonio Vergari; Teresa Maria Altomare Basile; Floriana Esposito (ECML/PKDD (1), 2017)

End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification. - Nicola Di Mauro; Antonio Vergari; Teresa Maria Altomare Basile; Fabrizio Giuseppe Ventola; Floriana Esposito (DC@PKDD/ECML, 2017)

Sum-Product Networks for Hybrid Domains. - Alejandro Molina 001; Antonio Vergari; Nicola Di Mauro; Sriraam Natarajan; Floriana Esposito; Kristian Kersting (CoRR, 2017)

Tree-based models for inductive classification on the Web Of Data. - Giuseppe Rizzo 001; Claudia d'Amato; Nicola Fanizzi; Floriana Esposito (J. Web Semant., 2017)

Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. - Alejandro Molina 001; Antonio Vergari; Nicola Di Mauro; Sriraam Natarajan; Floriana Esposito; Kristian Kersting (AAAI, 2018)

Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks. - Antonio Vergari; Robert Peharz; Nicola Di Mauro; Alejandro Molina 001; Kristian Kersting; Floriana Esposito (AAAI, 2018)

Extremely Randomized CNets for Multi-label Classification. - Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito (AI*IA, 2018)

A Framework for Tackling Myopia in Concept Learning on the Web of Data. - Giuseppe Rizzo 001; Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (EKAW, 2018)

DLFoil: Class Expression Learning Revisited. - Nicola Fanizzi; Giuseppe Rizzo 001; Claudia d'Amato; Floriana Esposito (EKAW, 2018)

On Frequency-Based Approaches to Learning Stopwords and the Reliability of Existing Resources - A Study on Italian Language. - Stefano Ferilli; Floriana Esposito (IRCDL, 2018)

Sum-Product Network structure learning by efficient product nodes discovery. - Nicola Di Mauro; Floriana Esposito; Fabrizio Giuseppe Ventola; Antonio Vergari (Intelligenza Artificiale, 2018)

Approximate classification with web ontologies through evidential terminological trees and forests. - Giuseppe Rizzo 001; Nicola Fanizzi; Claudia d'Amato; Floriana Esposito (Int. J. Approx. Reason., 2018)

Ensembles of density estimators for positive-unlabeled learning. - Teresa Maria Altomare Basile; Nicola Di Mauro; Floriana Esposito; Stefano Ferilli; Antonio Vergari (J. Intell. Inf. Syst., 2019)

Visualizing and understanding Sum-Product Networks. - Antonio Vergari; Nicola Di Mauro; Floriana Esposito (Mach. Learn., 2019)