| 2018 | AAAI | Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. | Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting |
| 2018 | AAAI | Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks. | Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito |
| 2018 | EKAW | A Framework for Tackling Myopia in Concept Learning on the Web of Data. | Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2018 | EKAW | DLFoil: Class Expression Learning Revisited. | Nicola Fanizzi, Giuseppe Rizzo, Claudia d'Amato, Floriana Esposito |
| 2017 | ICLR | Encoding and Decoding Representations with Sum- and Max-Product Networks. | Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito |
| 2017 | ISMIS | Extended Process Models for Activity Prediction. | Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro |
| 2017 | ISMIS | An Expert System Approach to Eating Disorder Diagnosis. | Stefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro |
| 2017 | ISMIS | On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust. | Andrea Pazienza, Stefano Ferilli, Floriana Esposito |
| 2016 | DIS | Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. | Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2016 | ICMI | A multimodal and multilevel system for robotics treatment of autism in children. | Giuseppe Palestra, Giovanna Varni, Mohamed Chetouani, Floriana Esposito |
| 2016 | SAC | Leveraging the schema in latent factor models for knowledge graph completion. | Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2015 | DSAA | 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 |
| 2015 | ICMLA | Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. | Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2014 | AIMSA | Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts. | Domenico Redavid, Stefano Ferilli, Floriana Esposito |
| 2014 | DocEng | Abstract argumentation for reading order detection. | Stefano Ferilli, Domenico Grieco, Domenico Redavid, Floriana Esposito |
| 2014 | EKAW | Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases. | Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2014 | EKAW | Adaptive Knowledge Propagation in Web Ontologies. | Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2014 | IC3K | Guidelines and Tool for Meaningful OWL-S Services Annotations. | Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito |
| 2014 | IC3K | A Tool for Complete OWL-S Services Annotation by Means of Concept Networks. | Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito |
| 2014 | ICDM | A Gaussian Process Model for Knowledge Propagation in Web Ontologies. | Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2014 | IPMU | Towards Evidence-Based Terminological Decision Trees. | Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2013 | DocEng | Symbolic machine learning methods for historical document processing. | Floriana Esposito |
| 2013 | DocEng | Hi-Fi HTML rendering of multi-format documents in DoMinUS. | Stefano Ferilli, Floriana Esposito, Domenico Redavid |
| 2013 | ICDAR | Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease. | Nicola Di Mauro, Floriana Esposito, Stefano Ferilli |
| 2013 | SAC | Rank prediction for semantically annotated resources. | Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2011 | CISIS | Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. | Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli |
| 2011 | CISIS | Engineering SLS Algorithms for Statistical Relational Models. | Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli |
| 2011 | ICDAR | A Contour-Based Progressive Technique for Shape Recognition. | Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba |
| 2011 | ILP | mLynx: Relational Mutual Information. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito |
| 2011 | ISMIS | A Taxonomic Generalization Technique for Natural Language Processing. | Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito |
| 2011 | ISMIS | Optimizing Probabilistic Models for Relational Sequence Learning. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito |
| 2011 | ISMIS | SWRL Rules Plan Encoding with OWL-S Composite Services. | Domenico Redavid, Stefano Ferilli, Floriana Esposito |
| 2011 | NSS | rsLDA: A Bayesian hierarchical model for relational learning. | Claudio Taranto, Nicola Di Mauro, Floriana Esposito |
| 2010 | AIMSA | Coalition Structure Generation with GRASP. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito |
| 2010 | DAS | A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm. | Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito |
| 2010 | ECAI | Towards Learning to Rank in Description Logics. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2010 | IC3K | A Comparative Study on Semantic Web Services Frameworks from the Dynamic Orchestration Perspective. | Domenico Redavid, Floriana Esposito, Luigi Iannone |
| 2010 | ICAART | Relational Sequence based Classification in Multi-agent Systems. | Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito |
| 2010 | ISVC | A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain. | Teresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti |
| 2010 | SAC | Inductive reasoning and semantic web search. | Claudia d'Amato, Floriana Esposito, Nicola Fanizzi, Bettina Fazzinga, Georg Gottlob, Thomas Lukasiewicz |
| 2010 | SAC | Recovering uncertain mappings through structural validation and aggregation with the MoTo system. | Floriana Esposito, Nicola Fanizzi, Claudia d'Amato |
| 2010 | SAC | Towards the induction of terminological decision trees. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2009 | ICDAR | A Distance-Based Technique for Non-Manhattan Layout Analysis. | Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile |
| 2009 | ILP | Nonmonotonic Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2009 | ISDA | Inductive Query Answering and Concept Retrieval Exploiting Local Models. | Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz |
| 2009 | ISMIS | Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics. | Marenglen Biba, Stefano Ferilli, Floriana Esposito |
| 2009 | ISMIS | Relational Sequence Clustering for Aggregating Similar Agents. | Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito |
| 2009 | ISMIS | Fuzzy Clustering for Categorical Spaces. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | DEXA | Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | ECAI | Structure Learning of Markov Logic Networks through Iterated Local Search. | Marenglen Biba, Stefano Ferilli, Floriana Esposito |
| 2008 | ICDM | k-Nearest Neighbor Classification on First-Order Logic Descriptions. | Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito |
| 2008 | ICPR | Incremental machine learning techniques for document layout understanding. | Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito |
| 2008 | ILP | Discriminative Structure Learning of Markov Logic Networks. | Marenglen Biba, Stefano Ferilli, Floriana Esposito |
| 2008 | ILP | DL-FOIL Concept Learning in Description Logics. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | ILP | Learning with Kernels in Description Logics. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | ILP | Foundations of Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2008 | ISMIS | A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | ISMIS | Stochastic Propositionalization for Efficient Multi-relational Learning. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito |
| 2008 | KES | Distance-Based Classification in OWL Ontologies. | Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2008 | KES | Classification and Retrieval through Semantic Kernels. | Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2007 | CIKM | Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2007 | ICDAR | 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 |
| 2007 | IJCAI | Unsupervised Discretization Using Kernel Density Estimation. | Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile |
| 2007 | ILP | Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases. | Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2007 | SAC | Instance-based retrieval by analogy. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2006 | ECAI | Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ECAI | Refining Ontologies via Pattern-based Clustering. | Francesca A. Lisi, Floriana Esposito |
| 2006 | ILP | On the Missing Link Between Frequent Pattern Discovery and Concept Formation. | Francesca A. Lisi, Floriana Esposito |
| 2006 | SAC | A dissimilarity measure for ALC concept descriptions. | Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2005 | ICDAR | Intelligent Document Processing. | Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2005 | ILP | Automatic Induction of Abduction and Abstraction Theories from Observations. | Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito |
| 2005 | ILP | ILP Meets Knowledge Engineering: A Case Study. | Francesca A. Lisi, Floriana Esposito |
| 2005 | ISMIS | Semantic-Based Access to Digital Document Databases. | Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2005 | ISMIS | Mining the Semantic Web: A Logic-Based Methodology. | Francesca A. Lisi, Floriana Esposito |
| 2004 | ECAI | Induction and Revision of Terminologies. | Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro |
| 2004 | ECAI | Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains. | Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2004 | ECAI | A Backtracking Strategy for Order-Independent Incremental Learning. | Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile |
| 2004 | ILP | Automatic Induction of First-Order Logic Descriptors Type Domains from Observations. | Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2004 | ILP | Efficient Evaluation of Candidate Hypotheses in AL-log. | Francesca A. Lisi, Floriana Esposito |
| 2003 | ICDAR | Correcting the Document Layout: A Machine Learning Approach. | Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi |
| 2003 | ICML | Learning Logic Programs for Layout Analysis Correction. | Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba |
| 2003 | ILP | An Exhaustive Matching Procedure for the Improvement of Learning Efficiency. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi |
| 2003 | ISMIS | Theta-Subsumption and Resolution: A New Algorithm. | Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito |
| 2002 | ISMIS | Cooperation of Multiple Strategies for Automated Learning in Complex Environments. | Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2002 | ISMIS | Adaptive Layout Analysis of Document Images. | Donato Malerba, Floriana Esposito, Oronzo Altamura |
| 2001 | FlAIRS | Multiple Predicate Learning for Document Image Understanding. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2001 | FlAIRS | A Logical Framework for Frequent Pattern Discovery in Spatial Data. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |
| 2001 | ICDAR | Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. | Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura |
| 2001 | IJCAI | OI-implication: Soundness and Refutation Completeness. | Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro |
| 2000 | CoNLL | Learning from Parsed Sentences with INTHELEX. | Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro |
| 2000 | ICML | Ideal Theory Refinement under Object Identity. | Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro |
| 2000 | ILP | Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2000 | ISMIS | Refining Logic Theories under OI-Implication. | Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro |
| 2000 | ISMIS | Discovering Geographic Knowledge: The INGENS System. | Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi |
| 1999 | ICDAR | WISDOM++: An Interactive and Adaptive Document Analysis System. | Oronzo Altamura, Floriana Esposito, Donato Malerba |
| 1999 | ISMIS | Machine Learning for Intelligent Document Processing: The WISDOM System. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 1999 | ISMIS | A Learning Server for Inducing User Classification Rules in a Digital Library Service. | Giovanni Semeraro, Maria Francesca Costabile, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli |
| 1999 | ISMIS | 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, Giovanni Semeraro |
| 1998 | ECAI | Learning Recursive Theories with ATRE. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |
| 1997 | AISTATS | Inductive Inference of First-Order Models from Numeric-Symbolic Data. | Floriana Esposito, Sergio Caggese, Donato Malerba, Giovanni Semeraro |
| 1997 | ICDAR | Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques. | Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro |
| 1997 | ISMIS | Knowledge Revision for Document Understanding. | Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli |
| 1997 | LOPSTR | A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. | Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli |
| 1996 | ISMIS | Locally Finite, Proper and Complete Operators for Refining Datalog Programs. | Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro |
| 1995 | AISTATS | A Further Comparison of Simplification Methods for Decision-Tree Induction. | Donato Malerba, Floriana Esposito, Giovanni Semeraro |
| 1995 | ICDAR | A knowledge-based approach to the layout analysis. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1995 | LOPSTR | Ideal Refinement of Datalog Programs. | Giovanni Semeraro, Floriana Esposito, Donato Malerba |
| 1994 | ISMIS | Traps and Pitfalls when Learning Logical Definitions from Relations. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1994 | LOPSTR | 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 |
| 1993 | ICDAR | Automated acquisition of rules for document understanding. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1993 | SEKE | Machine Learning Techniques for Knowledge Acquisition and Refinement. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1991 | IJCAI | Flexible Matching for Noisy Structural Descriptions. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1990 | ICPR | 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 |
| 1990 | IPMU | A Distance Measure for Decision Making in Uncertain Domains. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |