Floriana Esposito

357 papers A* 9A 21B 30C 42Misc 15Journal 60Unranked 157
YearRankTypeTitle / Venue / Authors
2019 J jnl
Ensembles of density estimators for positive-unlabeled learning.
J. Intell. Inf. Syst.
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari
2019 J jnl
Visualizing and understanding Sum-Product Networks.
Mach. Learn.
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
2018 B conf
A Framework for Tackling Myopia in Concept Learning on the Web of Data.
EKAW
Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2018 J jnl
Approximate classification with web ontologies through evidential terminological trees and forests.
Int. J. Approx. Reason.
Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2018 B conf
DLFoil: Class Expression Learning Revisited.
EKAW
Nicola Fanizzi, Giuseppe Rizzo, Claudia d'Amato, Floriana Esposito
2018 — conf
Extremely Randomized CNets for Multi-label Classification.
AI*IA
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2018 A* conf
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains.
AAAI
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
2018 — conf
On Frequency-Based Approaches to Learning Stopwords and the Reliability of Existing Resources - A Study on Italian Language.
IRCDL
Stefano Ferilli, Floriana Esposito
2018 A* conf
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks.
AAAI
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito
2018 J jnl
Sum-Product Network structure learning by efficient product nodes discovery.
Intelligenza Artificiale
Nicola Di Mauro, Floriana Esposito, Fabrizio Giuseppe Ventola, Antonio Vergari
2017 — conf
A Multimodal Interface for Robot-Children Interaction in Autism Treatment.
DCPD@CHItaly
Giuseppe Palestra, Floriana Esposito, Berardina De Carolis
2017 — ed.
AI*IA 2017 Advances in Artificial Intelligence - XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings
AI*IA
Floriana Esposito, Roberto Basili, Stefano Ferilli, Francesca A. Lisi
2017 — conf
Alternative Variable Splitting Methods to Learn Sum-Product Networks.
AI*IA
Nicola Di Mauro, Floriana Esposito, Fabrizio Giuseppe Ventola, Antonio Vergari
2017 C conf
An Expert System Approach to Eating Disorder Diagnosis.
ISMIS
Stefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
2017 — conf
Artificial Intelligence for Robot-Assisted Treatment of Autism.
WAIAH@AI*IA
Giuseppe Palestra, Berardina De Carolis, Floriana Esposito
2017 — conf
Constructing and Evaluating Bipolar Weighted Argumentation Frameworks for Online Debating Systems.
AI³@AI*IA
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
2017 — conf
Density Estimators for Positive-Unlabeled Learning.
NFMCP@PKDD/ECML
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari
2017 — conf
Encoding and Decoding Representations with Sum- and Max-Product Networks.
ICLR (Workshop)
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito
2017 — conf
End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification.
DC@PKDD/ECML
Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Fabrizio Giuseppe Ventola, Floriana Esposito
2017 C conf
Extended Process Models for Activity Prediction.
ISMIS
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
2017 — conf
Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks.
ECML/PKDD (1)
Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Floriana Esposito
2017 — conf
Language Identification as Process Prediction Using WoMan.
IRCDL
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
2017 C conf
On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust.
ISMIS
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
2017 — conf
RescueRobot: Modeling Complex Robots Behaviors in Emergency Situations.
AIRO@AI*IA
Giuseppe Palestra, Andrea Pazienza, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
2017 J jnl
Sum-Product Networks for Hybrid Domains.
CoRR
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
2017 — conf
Synthesis of Argumentation Graphs by Matrix Factorization.
AI³@AI*IA
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
2017 — conf
Terminological Cluster Trees for Disjointness Axiom Discovery.
ESWC (1)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2017 J jnl
Tree-based models for inductive classification on the Web Of Data.
J. Web Semant.
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016 — conf
A Study on the Classification of Layout Components for Newspapers.
IRCDL
Stefano Ferilli, Floriana Esposito, Domenico Redavid
2016 — conf
A multimodal and multilevel system for robotics treatment of autism in children.
SLMI@ICMI
Giuseppe Palestra, Giovanna Varni, Mohamed Chetouani, Floriana Esposito
2016 B conf
Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data.
DS
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016 — conf
Clustering underlying stock trends via non-negative matrix factorization.
MIDAS@PKDD/ECML
Andrea Pazienza, Sabrina Francesca Pellegrino, Stefano Ferilli, Floriana Esposito
2016 — conf
Induction of Terminological Cluster Trees.
URSW@ISWC
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016 Misc conf
Leveraging the schema in latent factor models for knowledge graph completion.
SAC
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2016 — conf
Multi-Label Classification with Cutset Networks.
Probabilistic Graphical Models
Nicola Di Mauro, Antonio Vergari, Floriana Esposito
2016 — conf
Predicting Process Behavior in WoMan.
AI*IA
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
2016 J jnl
Towards Representation Learning with Tractable Probabilistic Models.
CoRR
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
2016 — conf
Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries.
IRCDL
Stefano Ferilli, Berardina De Carolis, Domenico Redavid, Floriana Esposito
2016 J jnl
Visualizing and Understanding Sum-Product Networks.
CoRR
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
2015 — conf
An AI Application to Integrated Tourism Planning.
AI*IA
Francesca Alessandra Lisi, Floriana Esposito
2015 — conf
An Agent Architecture for Adaptive Supervision and Control of Smart Environments.
PECCS
Stefano Ferilli, Berardina De Carolis, Andrea Pazienza, Floriana Esposito, Domenico Redavid
2015 — conf
An authority degree-based evaluation strategy for abstract argumentation frameworks.
CILC
Andrea Pazienza, Floriana Esposito, Stefano Ferilli
2015 — conf
Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs.
URSW@ISWC
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2015 — conf
Empowered Negative Specialization in Inductive Logic Programming.
AI*IA
Stefano Ferilli, Andrea Pazienza, Floriana Esposito
2015 C ed.
Foundations of Intelligent Systems - 22nd International Symposium, ISMIS 2015, Lyon, France, October 21-23, 2015, Proceedings
ISMIS
Floriana Esposito, Olivier Pivert, Mohand-Saïd Hacid, Zbigniew W. Ras, Stefano Ferilli
2015 B conf
Inductive Classification Through Evidence-Based Models and Their Ensembles.
ESWC
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2015 — conf
Learning Accurate Cutset Networks by Exploiting Decomposability.
AI*IA
Nicola Di Mauro, Antonio Vergari, Floriana Esposito
2015 — conf
Logic-Based Incremental Process Mining.
ECML/PKDD (3)
Stefano Ferilli, Domenico Redavid, Floriana Esposito
2015 — conf
Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts.
RuleML
Stefano Ferilli, Andrea Pazienza, Floriana Esposito
2015 C conf
Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion.
ICMLA
Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2015 B conf
Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language.
DSAA
Stefano Ferilli, Berardina De Carolis, Floriana Esposito, Domenico Redavid
2015 — conf
Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning.
ECML/PKDD (2)
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
2015 — conf
Unsupervised Author Identification and Characterization.
IRCDL
Stefano Ferilli, Domenico Redavid, Floriana Esposito
2014 A* conf
A Gaussian Process Model for Knowledge Propagation in Web Ontologies.
ICDM
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 — conf
A Tool for Complete OWL-S Services Annotation by Means of Concept Networks.
IC3K (Selected Papers)
Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
2014 B conf
Abstract argumentation for reading order detection.
ACM Symposium on Document Engineering
Stefano Ferilli, Domenico Grieco, Domenico Redavid, Floriana Esposito
2014 B conf
Adaptive Knowledge Propagation in Web Ontologies.
EKAW
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 — conf
Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs.
IRCDL
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2014 — conf
Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text.
IRCDL
Stefano Ferilli, Floriana Esposito, Domenico Grieco
2014 — conf
Graph-Based Regularization for Transductive Class-Membership Prediction.
URSW (LNCS Vol.)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 J jnl
Grasp and Path-Relinking for Coalition Structure Generation.
Fundam. Informaticae
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2014 J jnl
Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track.
Mach. Learn.
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
2014 J jnl
Guest editors' introduction: special issue of the ECML/PKDD 2014 journal track.
Data Min. Knowl. Discov.
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
2014 C conf
Guidelines and Tool for Meaningful OWL-S Services Annotations.
KEOD
Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
2014 — conf
Learning Complex Activity Preconditions in Process Mining.
NFMCP
Stefano Ferilli, Berardina De Carolis, Floriana Esposito
2014 — conf
Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.
URSW (LNCS Vol.)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 J jnl
Link classification with probabilistic graphs.
J. Intell. Inf. Syst.
Nicola Di Mauro, Claudio Taranto, Floriana Esposito
2014 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I
ECML/PKDD (1)
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
2014 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II
ECML/PKDD (2)
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
2014 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III
ECML/PKDD (3)
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
2014 — ed.
Pushing the Boundaries of the Digital Libraries Field - 10th Italian Research Conference on Digital Libraries, IRCDL 2014, Padua, Italy, January 30-31, 2014
IRCDL
Maristella Agosti, Tiziana Catarci, Floriana Esposito
2014 — conf
Semantic Web Services for Integrated Tourism in the Apulia Region.
CILC
Francesca Alessandra Lisi, Floriana Esposito
2014 — conf
Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning.
ISWC (Posters & Demos)
Francesca Alessandra Lisi, Floriana Esposito
2014 B conf
Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases.
EKAW
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 — conf
Towards Evidence-Based Terminological Decision Trees.
IPMU (1)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2014 Misc conf
Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts.
AIMSA
Domenico Redavid, Stefano Ferilli, Floriana Esposito
2013 — conf
A Heuristic Approach to Handling Sequential Information in Incremental ILP.
AI*IA
Stefano Ferilli, Floriana Esposito
2013 J jnl
A Logic Framework for Incremental Learning of Process Models.
Fundam. Informaticae
Stefano Ferilli, Floriana Esposito
2013 — conf
Assertion Prediction with Ontologies through Evidence Combination.
URSW (LNCS Vol.)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2013 — conf
Contour-Based Progressive Identification of Known Shapes in Images.
IRCDL
Stefano Ferilli, Floriana Esposito, Domenico Grieco, Marenglen Biba
2013 — ed.
Digital Libraries and Archives - 8th Italian Research Conference, IRCDL 2012, Bari, Italy, February 9-10, 2012, Revised Selected Papers
IRCDL
Maristella Agosti, Floriana Esposito, Stefano Ferilli, Nicola Ferro
2013 J jnl
Ensemble Relational Learning based on Selective Propositionalization.
CoRR
Nicola Di Mauro, Floriana Esposito
2013 A conf
Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease.
ICDAR
Nicola Di Mauro, Floriana Esposito, Stefano Ferilli
2013 B conf
Hi-Fi HTML rendering of multi-format documents in DoMinUS.
ACM Symposium on Document Engineering
Stefano Ferilli, Floriana Esposito, Domenico Redavid
2013 J jnl
Italian Machine Learning and Data Mining research: The last years.
Intelligenza Artificiale
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, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro
2013 Misc conf
Rank prediction for semantically annotated resources.
SAC
Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2013 — conf
Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.
URSW (LNCS Vol.)
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2013 B conf
Symbolic machine learning methods for historical document processing.
ACM Symposium on Document Engineering
Floriana Esposito
2013 J jnl
Towards Dynamic Orchestration of Semantic Web Services.
Trans. Comput. Collect. Intell.
Domenico Redavid, Stefano Ferilli, Floriana Esposito
2013 B conf
Transductive Inference for Class-Membership Propagation in Web Ontologies.
ESWC
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2012 J jnl
Induction of robust classifiers for web ontologies through kernel machines.
J. Web Semant.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2012 J jnl
Language-Constraint Reachability Learning in Probabilistic Graphs
CoRR
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2012 — conf
Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns.
NFMCP
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2012 — conf
Learning to Recognize Critical Cells in Document Tables.
IRCDL
Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2012 — conf
Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training.
ICSC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2012 J jnl
Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.
Int. J. Semantic Comput.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito, Pasquale Minervini
2012 J jnl
Social networks and statistical relational learning: a survey.
Int. J. Soc. Netw. Min.
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2012 — conf
Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.
ICSC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2012 — conf
Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates.
CILC
Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito
2012 — conf
Uncertain (Multi)Graphs for Personalization Services in Digital Libraries.
IRCDL
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2012 — conf
Uncertain Graphs meet Collaborative Filtering.
IIR
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2011 A conf
A Contour-Based Progressive Technique for Shape Recognition.
ICDAR
Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba
2011 — ch.
A Relational Approach to Sensor Network Data Mining.
Information Retrieval and Mining in Distributed Environments
Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli
2011 C conf
A Taxonomic Generalization Technique for Natural Language Processing.
ISMIS
Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2011 — ch.
Automatic Document Layout Analysis through Relational Machine Learning.
Learning Structure and Schemas from Documents
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2011 J jnl
Boosting learning and inference in Markov logic through metaheuristics.
Appl. Intell.
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2011 — conf
Computational Models Enhancing Semantic Access to Digital Repositories.
IRCDL
Floriana Esposito, Nicola Di Mauro, Claudio Taranto, Stefano Ferilli
2011 — conf
DDTA - Digitalisation of Districts in the Textile and Clothing Sector.
IRCDL
Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Marenglen Biba
2011 — conf
DOMINUS plus - DOcument Management INtelligent Universal System (plus).
IRCDL
Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Domenico Redavid, Incoronata Villani
2011 — ed.
Digital Libraries and Archives - 7th Italian Research Conference, IRCDL 2011, Pisa, Italy, January 20-21, 2011. Revised Papers
IRCDL
Maristella Agosti, Floriana Esposito, Carlo Meghini, Nicola Orio
2011 Misc conf
Engineering SLS Algorithms for Statistical Relational Models.
CISIS
Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2011 J jnl
GRASP and path-relinking for Coalition Structure Generation
CoRR
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2011 — conf
Improving User Stereotypes through Machine Learning Techniques.
IRCDL
Teresa Maria Altomare Basile, Floriana Esposito, Stefano Ferilli
2011 — ch.
Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.
Semantic Services, Interoperability and Web Applications
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2011 — conf
MBlab: Molecular Biodiversity Laboratory.
IRCDL
Corrado Loglisci, Annalisa Appice, Michelangelo Ceci, Donato Malerba, Floriana Esposito
2011 C conf
Optimizing Probabilistic Models for Relational Sequence Learning.
ISMIS
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2011 — conf
Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison.
AI*IA
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2011 — conf
Prediction of class and property assertions on OWL ontologies through evidence combination.
WIMS
Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2011 — conf
Probabilistic Inference over Image Networks.
IRCDL
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2011 — ch.
Protein Fold Recognition Using Markov Logic Networks.
Mathematical Approaches to Polymer Sequence Analysis and Related Problems
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2011 C conf
SWRL Rules Plan Encoding with OWL-S Composite Services.
ISMIS
Domenico Redavid, Stefano Ferilli, Floriana Esposito
2011 J jnl
Stochastic simulation and modelling of metabolic networks in a machine learning framework.
Simul. Model. Pract. Theory
Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2011 Misc conf
Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks.
CISIS
Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
2011 — conf
mLynx: Relational Mutual Information.
ILP (Late Breaking Papers)
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2011 — conf
rsLDA: A Bayesian hierarchical model for relational learning.
ICDKE
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
2010 C conf
A Comparative Study on Semantic Web Services Frameworks from the Dynamic Orchestration Perspective.
KEOD
Domenico Redavid, Floriana Esposito, Luigi Iannone
2010 — conf
A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain.
ISVC (1)
Teresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti
2010 — conf
A Multi-relational Learning Framework to Support Biomedical Applications.
CIBB
Teresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti
2010 B conf
A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm.
Document Analysis Systems
Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito
2010 — ch.
Approximate Relational Reasoning by Stochastic Propositionalization.
Advances in Intelligent Information Systems
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2010 A* conf
Approximate image color correlograms.
ACM Multimedia
Claudio Taranto, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2010 — conf
Classifying Agent Behaviour through Relational Sequential Patterns.
KES-AMSTA (1)
Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2010 Misc conf
Coalition Structure Generation with GRASP.
AIMSA
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2010 — ed.
Digital Libraries - 6th Italian Research Conference, IRCDL 2010, Padua, Italy, January 28-29, 2010. Revised Selected Papers
IRCDL
Maristella Agosti, Floriana Esposito, Costantino Thanos
2010 J jnl
Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases.
Int. J. Semantic Comput.
Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2010 — conf
Efficient Resource Retrieval from Semantic Knowledge Bases.
ICSC
Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2010 J jnl
Feature Construction for Relational Sequence Learning
CoRR
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2010 J jnl
Fuzzy Clustering for Semantic Knowledge Bases.
Fundam. Informaticae
Floriana Esposito, Claudia d'Amato, Nicola Fanizzi
2010 J jnl
GRASP for the Coalition Structure Formation Problem
CoRR
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2010 — conf
Induction of Concepts in Web Ontologies through Terminological Decision Trees.
ECML/PKDD (1)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010 J jnl
Inductive learning for the Semantic Web: What does it buy?
Semantic Web
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2010 Misc conf
Inductive reasoning and semantic web search.
SAC
Claudia d'Amato, Floriana Esposito, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz
2010 — conf
Learning to Rank Individuals in Description Logics Using Kernel Perceptrons.
RR
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010 — conf
Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.
IRCDL
Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2010 Misc conf
Recovering uncertain mappings through structural validation and aggregation with the MoTo system.
SAC
Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2010 — conf
Relational Sequence based Classification in Multi-agent Systems.
ICAART (1)
Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2010 A conf
Towards Learning to Rank in Description Logics.
ECAI
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010 — ch.
Towards Multistrategic Statistical Relational Learning.
Advances in Machine Learning II
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2010 Misc conf
Towards the induction of terminological decision trees.
SAC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2010 — conf
Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.
IRCDL
Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2009 A conf
A Distance-Based Technique for Non-Manhattan Layout Analysis.
ICDAR
Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile
2009 J jnl
A General Similarity Framework for Horn Clause Logic.
Fundam. Informaticae
Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Nicola Di Mauro, Floriana Esposito
2009 — conf
A Logic Programming Framework for Learning by Imitation.
ICEIS (2)
Grazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2009 J jnl
A Semantic Similarity Measure for Expressive Description Logics
CoRR
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2009 — conf
Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models.
Web Intelligence
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2009 — conf
Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.
IRCDL
Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2009 C conf
Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics.
ISMIS
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2009 — conf
Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning.
URSW
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009 C conf
Fuzzy Clustering for Categorical Spaces.
ISMIS
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009 — conf
High Performing Algorithms for MAP and Conditional Inference in Markov Logic.
AI*IA
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2009 J jnl
Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.
Int. J. Semantic Web Inf. Syst.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009 C conf
Inductive Query Answering and Concept Retrieval Exploiting Local Models.
ISDA
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
2009 — conf
Intelligent Text Processing Techniques for Textual-Profile Gene Characterization.
CIBB
Floriana Esposito, Marenglen Biba, Stefano Ferilli
2009 J jnl
Metric-based stochastic conceptual clustering for ontologies.
Inf. Syst.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009 B conf
Nonmonotonic Onto-Relational Learning.
ILP
Francesca A. Lisi, Floriana Esposito
2009 — ch.
On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming.
Knowledge Discovery Enhanced with Semantic and Social Information
Francesca A. Lisi, Floriana Esposito
2009 — ch.
Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages.
Knowledge Discovery Enhanced with Semantic and Social Information
Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2009 — conf
Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.
AI*IA
Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2009 — ed.
Post-proceedings of the Fifth Italian Research Conference on Digital Libraries - IRCDL 2009, Padova, Italy, 29-30 January 2009
IRCDL
Maristella Agosti, Floriana Esposito, Costantino Thanos
2009 B conf
ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification.
ESWC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2009 — conf
Relational Learning by Imitation.
KES-AMSTA
Grazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2009 C conf
Relational Sequence Clustering for Aggregating Similar Agents.
ISMIS
Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2009 — conf
Relational Temporal Data Mining for Wireless Sensor Networks.
AI*IA
Teresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
2008 C conf
A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases.
ISMIS
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 — conf
A Note on the Evaluation of Inductive Concept Classification Procedures.
SWAP
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 — conf
Analogical Reasoning in Description Logics.
URSW (LNCS Vol.)
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 — conf
Approximate Measures of Semantic Dissimilarity under Uncertainty.
URSW (LNCS Vol.)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 — conf
Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases.
SUM
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2008 — conf
Automatic Document Organization Exploiting FOL Similarity-based Techniques.
IRCDL
Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito
2008 — conf
Classification and Retrieval through Semantic Kernels.
KES (3)
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 B conf
Conceptual Clustering and Its Application to Concept Drift and Novelty Detection.
ESWC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 B conf
DL-FOIL Concept Learning in Description Logics.
ILP
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 B conf
Discriminative Structure Learning of Markov Logic Networks.
ILP
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2008 — conf
Distance-Based Classification in OWL Ontologies.
KES (2)
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 C conf
Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies.
DEXA
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 J jnl
Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics.
Int. J. Semantic Web Inf. Syst.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 B conf
Foundations of Onto-Relational Learning.
ILP
Francesca A. Lisi, Floriana Esposito
2008 B conf
Incremental machine learning techniques for document layout understanding.
ICPR
Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito
2008 J jnl
Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies.
Int. J. Semantic Comput.
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 — conf
Learning SHIQ+log Rules for Ontology Evolution.
SWAP
Francesca A. Lisi, Floriana Esposito
2008 — conf
Learning Semantic Web Rules within the Framework of SHIQ+log.
ISWC (Posters & Demos)
Francesca A. Lisi, Floriana Esposito
2008 B conf
Learning with Kernels in Description Logics.
ILP
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 — ch.
Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction.
Machine Learning in Document Analysis and Recognition
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2008 J jnl
Multi-Dimensional Relational Sequence Mining.
Fundam. Informaticae
Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli
2008 — conf
Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases.
ICSC
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 — ed.
Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, IRCDL 2008, Padova, Italy, 24-25 January 2008
IRCDL
Maristella Agosti, Floriana Esposito, Costantino Thanos
2008 B conf
Query Answering and Ontology Population: An Inductive Approach.
ESWC
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2008 — conf
Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.
URSW
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito, Thomas Lukasiewicz
2008 Misc conf
Statistical Learning for Inductive Query Answering on OWL Ontologies.
ISWC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2008 C conf
Stochastic Propositionalization for Efficient Multi-relational Learning.
ISMIS
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
2008 A conf
Structure Learning of Markov Logic Networks through Iterated Local Search.
ECAI
Marenglen Biba, Stefano Ferilli, Floriana Esposito
2008 — conf
k-Nearest Neighbor Classification on First-Order Logic Descriptions.
ICDM Workshops
Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2007 — conf
A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.
SEBD
Marenglen Biba, Stefano Ferilli, Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile
2007 — conf
A Hierarchical Clustering Procedure for Semantically Annotated Resources.
AI*IA
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Approximate Measures of Semantic Dissimilarity under Uncertainty.
URSW
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Approximate Query Answering and Ranking for Semantic Knowledge Bases.
SEBD
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Building Rules on top of Ontologies? Inductive Logic Programming can help!
SWAP
Francesca A. Lisi, Floriana Esposito
2007 — conf
Conceptual Clustering Applied to Ontologies.
MCD
Floriana Esposito, Nicola Fanizzi, Claudia d'Amato
2007 — conf
Efficient Discovery of Services Specified in Description Logics Languages.
SMRR
Claudia d'Amato, Steffen Staab, Nicola Fanizzi, Floriana Esposito
2007 — conf
Evolutionary Conceptual Clustering of Semantically Annotated Resources.
ICSC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Generalization-Based Similarity for Conceptual Clustering.
MCD
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito
2007 A conf
Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents.
ICDAR
Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2007 B conf
Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.
ILP
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2007 — conf
Induction of Optimal Semi-distances for Individuals based on Feature Sets.
Description Logics
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 J jnl
Inference of abduction theories for handling incompleteness in first-order learning.
Knowl. Inf. Syst.
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2007 — conf
Instance-Based Query Answering with Semantic Knowledge Bases.
AI*IA
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 Misc conf
Instance-based retrieval by analogy.
SAC
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 J jnl
Introduction to the special issue.
Appl. Intell.
Floriana Esposito, Donato Malerba, Giovanni Semeraro
2007 — conf
Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.
SEBD
Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2007 — conf
Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.
WILF
Marenglen Biba, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2007 — ed.
Post-proceedings of the Third Italian Research Conference on Digital Library Systems, IRCDL 2007, Padova, Italy, 29-30 January 2007
IRCDL
Maristella Agosti, Floriana Esposito, Costantino Thanos
2007 A conf
Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases.
CIKM
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Semantic Nearest Neighbor Search in OWL Ontologies.
SWAP
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
2007 — conf
Similarity-Guided Clause Generalization.
AI*IA
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito
2007 A* conf
Unsupervised Discretization Using Kernel Density Estimation.
IJCAI
Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2006 Misc conf
A dissimilarity measure for ALC concept descriptions.
SAC
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006 — conf
Analogical Reasoning in Description Logics.
URSW
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006 — conf
Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques.
DIAL
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2006 C conf
Automatic Topics Identification for Reviewer Assignment.
IEA/AIE
Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba
2006 J jnl
Classification of symbolic objects: A lazy learning approach.
Intell. Data Anal.
Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba
2006 — conf
Classifying Aggregated Data: a Symbolic Data Analysis Approach.
SEBD
Annalisa Appice, Floriana Esposito, Donato Malerba
2006 C ed.
Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings
ISMIS
Floriana Esposito, Zbigniew W. Ras, Donato Malerba, Giovanni Semeraro
2006 J jnl
Machine Learning and Data Mining.
Intelligenza Artificiale
Floriana Esposito, Attilio Giordana, Lorenza Saitta
2006 J jnl
Multistrategy Operators for Relational Learning and Their Cooperation.
Fundam. Informaticae
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2006 B conf
On the Missing Link Between Frequent Pattern Discovery and Concept Formation.
ILP
Francesca A. Lisi, Floriana Esposito
2006 — conf
Reasoning by Analogy in Description Logics Through Instance-based Learning.
SWAP
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2006 — conf
Refining Ontologies via Pattern-based Clustering.
C&O@ECAI
Francesca A. Lisi, Floriana Esposito
2006 — conf
Towards Automatic Digital Library Content-based Management.
IRCDL
Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile
2006 C conf
Tractable Feature Generation Through Description Logics with Value and Number Restrictions.
IEA/AIE
Nicola Fanizzi, Luigi Iannone, Nicola Di Mauro, Floriana Esposito
2006 A conf
Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement.
ECAI
Francesca A. Lisi, Floriana Esposito
2005 — conf
A Counterfactual-Based Learning Algorithm for Description Logic.
AI*IA
Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2005 — conf
A Dissimilarity Measure for the ALC Description Logic.
SWAP
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
2005 — conf
An ILP Perspective on the Semantic Web.
SWAP
Francesca A. Lisi, Floriana Esposito
2005 B conf
Automatic Induction of Abduction and Abstraction Theories from Observations.
ILP
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2005 — conf
Avoiding Order Effects in Incremental Learning.
AI*IA
Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile
2005 — conf
Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning.
AI*IA
Teresa Maria Altomare Basile, Floriana Esposito, Nicola Di Mauro, Stefano Ferilli
2005 B conf
ILP Meets Knowledge Engineering: A Case Study.
ILP
Francesca A. Lisi, Floriana Esposito
2005 C ed.
Innovations in Applied Artificial Intelligence, 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24, 2005, Proceedings
IEA/AIE
Moonis Ali, Floriana Esposito
2005 A conf
Intelligent Document Processing.
ICDAR
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2005 C conf
Mining the Semantic Web: A Logic-Based Methodology.
ISMIS
Francesca A. Lisi, Floriana Esposito
2005 — conf
On the LearnAbility of Abstraction Theories from Observations for Relational Learning.
ECML
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
2005 B conf
REDD: An Algorithm for Redundancy Detection in RDF Models.
ESWC
Floriana Esposito, Luigi Iannone, Ignazio Palmisano, Domenico Redavid, Giovanni Semeraro
2005 C conf
Semantic-Based Access to Digital Document Databases.
ISMIS
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2004 A conf
A Backtracking Strategy for Order-Independent Incremental Learning.
ECAI
Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile
2004 C conf
An Algorithm for Incremental Mode Induction.
IEA/AIE
Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile
2004 A conf
Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains.
ECAI
Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro
2004 B conf
Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.
ILP
Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro
2004 — conf
Discovering Logical Structures in Digital Documents.
Intelligent Information Systems
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
2004 J jnl
Discovering Student Models in e-Learning Systems.
J. Univers. Comput. Sci.
Floriana Esposito, Oriana Licchelli, Giovanni Semeraro
2004 B conf
Efficient Evaluation of Candidate Hypotheses in AL-log.
ILP
Francesca A. Lisi, Floriana Esposito
2004 C conf
Incremental Induction of Classification Rules for Cultural Heritage Documents.
IEA/AIE
Teresa Maria Altomare Basile, Stefano Ferilli, Nicola Di Mauro, Floriana Esposito
2004 J jnl
Incremental learning and concept drift in INTHELEX.
Intell. Data Anal.
Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2004 A conf
Induction and Revision of Terminologies.
ECAI
Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2004 — ed.
Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings
PKDD
Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi
2004 Misc conf
Knowledge-Intensive Induction of Terminologies from Metadata.
ISWC
Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2004 C conf
Machine Learning Approaches for Inducing Student Models.
IEA/AIE
Oriana Licchelli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Giovanni Semeraro, Stefano Ferilli
2004 — conf
Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.
DIAL
Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro
2004 — ed.
Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings
ECML
Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi
2004 — conf
Personalizing Digital Libraries for Education.
ICEIS (5)
Floriana Esposito, Oriana Licchelli, Pasquale Lops, Giovanni Semeraro
2004 J jnl
Top-Down Induction of Model Trees with Regression and Splitting Nodes.
IEEE Trans. Pattern Anal. Mach. Intell.
Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice
2003 — conf
A Complete Subsumption Algorithm.
AI*IA
Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2003 — conf
A Methodology for the Induction of Ontological Knowledge from Semantic Annotations.
AI*IA
Nicola Fanizzi, Floriana Esposito, Stefano Ferilli, Giovanni Semeraro
2003 B conf
An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.
ILP
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi
2003 J jnl
An introduction to symbolic data analysis and the SODAS software.
Intell. Data Anal.
Edwin Diday, Floriana Esposito
2003 — conf
Automated Classification of Web Documents into a Hierarchy of Categories.
IIS
Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba
2003 — conf
Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material.
ECDL
Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro
2003 A conf
Correcting the Document Layout: A Machine Learning Approach.
ICDAR
Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi
2003 J jnl
Empowering a GIS with inductive learning capabilities: the case of INGENS.
Comput. Environ. Urban Syst.
Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice
2003 — conf
Evaluation and Validation of Two Approaches to User Profiling.
EWMF
Floriana Esposito, Giovanni Semeraro, Stefano Ferilli, Marco Degemmis, Nicola Di Mauro, Teresa Maria Altomare Basile, Pasquale Lops
2003 — conf
Improving Automatic Labelling through RDF Management.
ICADL
Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2003 — conf
Incremental Induction of Rules for Document Image Understanding.
AI*IA
Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2003 J jnl
Incremental Multistrategy Learning for Document Processing.
Appl. Artif. Intell.
Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2003 A* conf
Learning Logic Programs for Layout Analysis Correction.
ICML
Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba
2003 — conf
Mining Model Trees with Regression and Splitting Nodes.
SEBD
Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba
2003 — conf
Personalization to improve searching in a Digital Library.
NDDL/VVEIS
Oriana Licchelli, Floriana Esposito, Giovanni Semeraro, Luciana Bordoni
2003 — conf
RDF Core: A component for effective management of RDF Models.
SWDB
Floriana Esposito, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
2003 C conf
Theta-Subsumption and Resolution: A New Algorithm.
ISMIS
Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito
2002 C conf
Adaptive Layout Analysis of Document Images.
ISMIS
Donato Malerba, Floriana Esposito, Oronzo Altamura
2002 C conf
Cooperation of Multiple Strategies for Automated Learning in Complex Environments.
ISMIS
Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2002 — conf
Mining HTML Pages to Support Document Sharing in a Cooperative System.
EDBT Workshops
Donato Malerba, Floriana Esposito, Michelangelo Ceci
2002 — conf
Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.
ICADL
Giovanni Semeraro, Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro
2001 J jnl
A Generalization Model Based on OI-implication for Ideal Theory Refinement.
Fundam. Informaticae
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2001 Misc conf
A Logical Framework for Frequent Pattern Discovery in Spatial Data.
FLAIRS
Donato Malerba, Floriana Esposito, Francesca A. Lisi
2001 — ed.
AI*IA 2001: Advances in Artificial Intelligence, 7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 25-28, 2001, Proceedings
AI*IA
Floriana Esposito
2001 A conf
Automated Discovery of Dependencies Between Logical Components in Document Image Understanding.
ICDAR
Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura
2001 — conf
Document Classification and Interpretation through the Inference of Logic-Based Models.
ECDL
Giovanni Semeraro, Stefano Ferilli, Nicola Fanizzi, Floriana Esposito
2001 — conf
First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps.
MLDM
Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi
2001 J jnl
Inductive learning from numerical and symbolic data: An integrated framework.
Intell. Data Anal.
Floriana Esposito, Donato Malerba, Vittorio Marengo
2001 J jnl
Machine Learning in Computer Vision (Editorial).
Appl. Artif. Intell.
Floriana Esposito, Donato Malerba
2001 — conf
Mining Association Rules in Spatial Databases: A Logic-based Computational Method.
SEBD
Donato Malerba, Floriana Esposito, Francesca A. Lisi
2001 Misc conf
Multiple Predicate Learning for Document Image Understanding.
FLAIRS
Floriana Esposito, Donato Malerba, Francesca A. Lisi
2001 A* conf
OI-implication: Soundness and Refutation Completeness.
IJCAI
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2001 J jnl
Transforming paper documents into XML format with WISDOM++.
Int. J. Document Anal. Recognit.
Oronzo Altamura, Floriana Esposito, Donato Malerba
2000 C conf
Discovering Geographic Knowledge: The INGENS System.
ISMIS
Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi
2000 J jnl
Guest Editors' Introduction.
Mach. Learn.
Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta
2000 A* conf
Ideal Theory Refinement under Object Identity.
ICML
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
2000 B conf
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions.
ILP
Floriana Esposito, Donato Malerba, Francesca A. Lisi
2000 — conf
Interaction Profiling in Digital Libraries through Learning Tools.
ECDL
Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli
2000 — conf
Learning from Parsed Sentences with INTHELEX.
CoNLL/LLL
Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro
2000 J jnl
Machine Learning for Intelligent Processing of Printed Documents.
J. Intell. Inf. Syst.
Floriana Esposito, Donato Malerba, Francesca A. Lisi
2000 J jnl
Multistrategy Theory Revision: Induction and Abduction in INTHELEX.
Mach. Learn.
Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
2000 C conf
Refining Logic Theories under OI-Implication.
ISMIS
Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro
1999 C conf
A Learning Server for Inducing User Classification Rules in a Digital Library Service.
ISMIS
Giovanni Semeraro, Maria Francesca Costabile, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli
1999 — conf
A Machine Learning Approach to Web Mining.
AI*IA
Floriana Esposito, Donato Malerba, Luigi Di Pace, Pietro Leo
1999 J jnl
An Adaptive Visual Environment for Digital Libraries.
Int. J. Digit. Libr.
Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi
1999 C conf
CONCERTO, An Environment for the 'Intelligent' Indexing, Querying and Retrieval of Digital Documents.
ISMIS
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, Giovanni Semeraro
1999 — conf
CONCERTO, Conceptual Indexing, Querying and Retrieval of Digital Documents.
ICMCS, Vol. 2
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, Giovanni Semeraro, Gian Piero Zarri
1999 — conf
Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process.
AI*IA
Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1999 C conf
Machine Learning for Intelligent Document Processing: The WISDOM System.
ISMIS
Floriana Esposito, Donato Malerba, Francesca A. Lisi
1999 — conf
Symbolic Learning Techniques in Paper Document Processing.
MLDM
Oronzo Altamura, Floriana Esposito, Francesca A. Lisi, Donato Malerba
1999 A conf
WISDOM++: An Interactive and Adaptive Document Analysis System.
ICDAR
Oronzo Altamura, Floriana Esposito, Donato Malerba
1998 J jnl
Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.
Int. J. Digit. Libr.
Floriana Esposito, Donato Malerba, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998 — conf
Interacting With IDL: The Adaptive Visual Interface.
ECDL
Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998 — conf
Interfacce adattative per WWW: il caso di IDL.
SEBD
Maria Francesca Costabile, Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
1998 A conf
Learning Recursive Theories with ATRE.
ECAI
Donato Malerba, Floriana Esposito, Francesca A. Lisi
1997 J jnl
A Comparative Analysis of Methods for Pruning Decision Trees.
IEEE Trans. Pattern Anal. Mach. Intell.
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1997 C conf
A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.
LOPSTR
Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
1997 J jnl
Discovering Causal Rules in Relational Databases.
Appl. Artif. Intell.
Floriana Esposito, Donato Malerba, Vincenza Ripa, Giovanni Semeraro
1997 — conf
Handling Continuous Data in Top-Down Induction of First-Order Rules.
AI*IA
Donato Malerba, Floriana Esposito, Giovanni Semeraro, Sergio Caggese
1997 — conf
IDL: A Prototypical Intelligent Digital Library Service.
AI*IA
Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops
1997 A conf
Inductive Inference of First-Order Models from Numeric-Symbolic Data.
AISTATS
Floriana Esposito, Sergio Caggese, Donato Malerba, Giovanni Semeraro
1997 A conf
Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques.
ICDAR
Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro
1997 C conf
Knowledge Revision for Document Understanding.
ISMIS
Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli
1997 — conf
Machine Learning + On-line Libraries = IDL.
ECDL
Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
1997 J jnl
Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning.
Appl. Artif. Intell.
Floriana Esposito, Antonietta Lanza, Donato Malerba, Giovanni Semeraro
1997 — conf
Processing Paper Documents with WISDOM.
AI*IA
Donato Malerba, Floriana Esposito, Giovanni Semeraro, Luca de Filippis
1996 C conf
Locally Finite, Proper and Complete Operators for Refining Datalog Programs.
ISMIS
Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro
1995 A conf
A Further Comparison of Simplification Methods for Decision-Tree Induction.
AISTATS
Donato Malerba, Floriana Esposito, Giovanni Semeraro
1995 A conf
A knowledge-based approach to the layout analysis.
ICDAR
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1995 — conf
Downward Refinement of Hierarchical Datalog Theories.
GULP-PRODE
Floriana Esposito, Nicola Fanizzi, Donato Malerba, Giovanni Semeraro
1995 C conf
Ideal Refinement of Datalog Programs.
LOPSTR
Giovanni Semeraro, Floriana Esposito, Donato Malerba
1995 — conf
Revision of Logical Theories.
AI*IA
Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Donato Malerba
1995 — conf
Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract).
ECML
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1994 — conf
An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships.
ECML
Donato Malerba, Giovanni Semeraro, Floriana Esposito
1994 C conf
Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL.
LOPSTR
Giovanni Semeraro, Floriana Esposito, Donato Malerba, Clifford Brunk, Michael J. Pazzani
1994 C conf
Traps and Pitfalls when Learning Logical Definitions from Relations.
ISMIS
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1994 J jnl
multistrategy learning for document recognition.
Appl. Artif. Intell.
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1993 A conf
Automated acquisition of rules for document understanding.
ICDAR
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1993 — conf
Decision Tree Pruning as a Search in the State Space.
ECML
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1993 C conf
Machine Learning Techniques for Knowledge Acquisition and Refinement.
SEKE
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1993 — conf
Negation as a Specializing Operator.
AI*IA
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1992 — conf
Automatically Acquiring Knowledge by Digital Maps in Artificial Intelligence Planning Techniques.
Spatio-Temporal Reasoning
A. Barbanente, D. Borri, Floriana Esposito, Pietro Leo, G. Maciocco, F. Selicato
1992 J jnl
Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell.
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1991 A* conf
Flexible Matching for Noisy Structural Descriptions.
IJCAI
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1991 — conf
Panel: Evaluating and Changing Representation in Concept Acquisition.
EWSL
Francesco Bergadano, Floriana Esposito, Céline Rouveirol, Stefan Wrobel
1990 C conf
A Distance Measure for Decision Making in Uncertain Domains.
IPMU
Floriana Esposito, Donato Malerba, Giovanni Semeraro
1990 — conf
An experimental page layout recognition system for office document automatic classification: an integrated approach for inductive generalization.
ICPR (1)
Floriana Esposito, Donato Malerba, Giovanni Semeraro, Enrico Annese, Giovanna Scafuro