Floriana Esposito

ORCID

Publication Activity (10 Years)

Years Active: 1990-2019
Publications (10 Years): 51

Top Venues

Publications

Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari
Ensembles of density estimators for positive-unlabeled learning. J. Intell. Inf. Syst. 53 (2) (2019)
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
Visualizing and understanding Sum-Product Networks. Mach. Learn. 108 (4) (2019)
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks. AAAI (2018)
Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Approximate classification with web ontologies through evidential terminological trees and forests. Int. J. Approx. Reason. 92 (2018)
Stefano Ferilli, Floriana Esposito
On Frequency-Based Approaches to Learning Stopwords and the Reliability of Existing Resources - A Study on Italian Language. IRCDL (2018)
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
Extremely Randomized CNets for Multi-label Classification. AI*IA (2018)
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. AAAI (2018)
Nicola Di Mauro, Floriana Esposito, Fabrizio G. Ventola, Antonio Vergari
Sum-Product Network structure learning by efficient product nodes discovery. Intelligenza Artificiale 12 (2) (2018)
Nicola Fanizzi, Giuseppe Rizzo, Claudia d'Amato, Floriana Esposito
DLFoil: Class Expression Learning Revisited. EKAW (2018)
Giuseppe Rizzo, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
A Framework for Tackling Myopia in Concept Learning on the Web of Data. EKAW (2018)
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
Synthesis of Argumentation Graphs by Matrix Factorization. AI³@AI*IA (2017)
Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Floriana Esposito
Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks. ECML/PKDD (1) (2017)
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
Constructing and Evaluating Bipolar Weighted Argumentation Frameworks for Online Debating Systems. AI³@AI*IA (2017)
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
Sum-Product Networks for Hybrid Domains. CoRR (2017)
Giuseppe Palestra, Andrea Pazienza, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
RescueRobot: Modeling Complex Robots Behaviors in Emergency Situations. AIRO@AI*IA (2017)
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito
Encoding and Decoding Representations with Sum- and Max-Product Networks. ICLR (Workshop) (2017)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Terminological Cluster Trees for Disjointness Axiom Discovery. ESWC (1) (2017)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Tree-based models for inductive classification on the Web Of Data. J. Web Semant. 45 (2017)
Nicola Di Mauro, Floriana Esposito, Fabrizio G. Ventola, Antonio Vergari
Alternative Variable Splitting Methods to Learn Sum-Product Networks. AI*IA (2017)
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari
Density Estimators for Positive-Unlabeled Learning. NFMCP@PKDD/ECML (2017)
Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Fabrizio G. Ventola, Floriana Esposito
End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification. DC@PKDD/ECML (2017)
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
Language Identification as Process Prediction Using WoMan. IRCDL (2017)
Giuseppe Palestra, Floriana Esposito, Berardina De Carolis
A Multimodal Interface for Robot-Children Interaction in Autism Treatment. DCPD@CHItaly (2017)
Giuseppe Palestra, Berardina De Carolis, Floriana Esposito
Artificial Intelligence for Robot-Assisted Treatment of Autism. WAIAH@AI*IA (2017)
Stefano Ferilli, Anna Maria Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
An Expert System Approach to Eating Disorder Diagnosis. ISMIS (2017)
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
Extended Process Models for Activity Prediction. ISMIS (2017)
Andrea Pazienza, Stefano Ferilli, Floriana Esposito
On the Gradual Acceptability of Arguments in Bipolar Weighted Argumentation Frameworks with Degrees of Trust. ISMIS (2017)
Nicola Di Mauro, Antonio Vergari, Floriana Esposito
Multi-Label Classification with Cutset Networks. Probabilistic Graphical Models (2016)
Stefano Ferilli, Berardina De Carolis, Domenico Redavid, Floriana Esposito
Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries. IRCDL (2016)
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
Towards Representation Learning with Tractable Probabilistic Models. CoRR (2016)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Induction of Terminological Cluster Trees. URSW@ISWC (2016)
Giuseppe Palestra, Giovanna Varni, Mohamed Chetouani, Floriana Esposito
A multimodal and multilevel system for robotics treatment of autism in children. SLMI@ICMI (2016)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. DS (2016)
Stefano Ferilli, Floriana Esposito, Domenico Redavid
A Study on the Classification of Layout Components for Newspapers. IRCDL (2016)
Stefano Ferilli, Floriana Esposito, Domenico Redavid, Sergio Angelastro
Predicting Process Behavior in WoMan. AI*IA (2016)
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
Visualizing and Understanding Sum-Product Networks. CoRR (2016)
Andrea Pazienza, Sabrina Francesca Pellegrino, Stefano Ferilli, Floriana Esposito
Clustering underlying stock trends via non-negative matrix factorization. MIDAS@PKDD/ECML (2016)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Leveraging the schema in latent factor models for knowledge graph completion. SAC (2016)
Stefano Ferilli, Berardina De Carolis, Andrea Pazienza, Floriana Esposito, Domenico Redavid
An Agent Architecture for Adaptive Supervision and Control of Smart Environments. PECCS (2015)
Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. ICMLA (2015)
Andrea Pazienza, Floriana Esposito, Stefano Ferilli
An authority degree-based evaluation strategy for abstract argumentation frameworks. CILC (2015)
Nicola Di Mauro, Antonio Vergari, Floriana Esposito
Learning Accurate Cutset Networks by Exploiting Decomposability. AI*IA (2015)
Stefano Ferilli, Andrea Pazienza, Floriana Esposito
Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts. RuleML (2015)
Francesca Alessandra Lisi, Floriana Esposito
An AI Application to Integrated Tourism Planning. AI*IA (2015)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs. URSW@ISWC (2015)
Stefano Ferilli, Domenico Redavid, Floriana Esposito
Logic-Based Incremental Process Mining. ECML/PKDD (3) (2015)
Stefano Ferilli, Berardina De Carolis, Floriana Esposito, Domenico Redavid
Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language. DSAA (2015)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Inductive Classification Through Evidence-Based Models and Their Ensembles. ESWC (2015)
Stefano Ferilli, Andrea Pazienza, Floriana Esposito
Empowered Negative Specialization in Inductive Logic Programming. AI*IA (2015)
Antonio Vergari, Nicola Di Mauro, Floriana Esposito
Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning. ECML/PKDD (2) (2015)
Stefano Ferilli, Domenico Redavid, Floriana Esposito
Unsupervised Author Identification and Characterization. IRCDL (2015)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases. EKAW (2014)
Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito
Grasp and Path-Relinking for Coalition Structure Generation. Fundam. Informaticae 129 (3) (2014)
Francesca Alessandra Lisi, Floriana Esposito
Semantic Web Services for Integrated Tourism in the Apulia Region. CILC (2014)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness. URSW (LNCS Vol.) (2014)
Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs. IRCDL (2014)
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
Guest editors' introduction: special issue of the ECML/PKDD 2014 journal track. Data Min. Knowl. Discov. 28 (5-6) (2014)
Stefano Ferilli, Berardina De Carolis, Floriana Esposito
Learning Complex Activity Preconditions in Process Mining. NFMCP (2014)
Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo
Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track. Mach. Learn. 97 (1-2) (2014)
Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
Guidelines and Tool for Meaningful OWL-S Services Annotations. KEOD (2014)
Stefano Ferilli, Domenico Grieco, Domenico Redavid, Floriana Esposito
Abstract argumentation for reading order detection. ACM Symposium on Document Engineering (2014)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Adaptive Knowledge Propagation in Web Ontologies. EKAW (2014)
Francesca Alessandra Lisi, Floriana Esposito
Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning. ISWC (Posters & Demos) (2014)
Stefano Ferilli, Floriana Esposito, Domenico Grieco
Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text. IRCDL (2014)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
A Gaussian Process Model for Knowledge Propagation in Web Ontologies. ICDM (2014)
Nicola Di Mauro, Claudio Taranto, Floriana Esposito
Link classification with probabilistic graphs. J. Intell. Inf. Syst. 42 (2) (2014)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Graph-Based Regularization for Transductive Class-Membership Prediction. URSW (LNCS Vol.) (2014)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Towards Evidence-Based Terminological Decision Trees. IPMU (1) (2014)
Domenico Redavid, Stefano Ferilli, Floriana Esposito
Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts. AIMSA (2014)
Domenico Redavid, Stefano Ferilli, Berardina De Carolis, Floriana Esposito
A Tool for Complete OWL-S Services Annotation by Means of Concept Networks. IC3K (Selected Papers) (2014)
Pasquale Minervini, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Transductive Inference for Class-Membership Propagation in Web Ontologies. ESWC (2013)
Nicola Di Mauro, Floriana Esposito
Ensemble Relational Learning based on Selective Propositionalization. CoRR (2013)
Nicola Di Mauro, Floriana Esposito, Stefano Ferilli
Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease. ICDAR (2013)
Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
Assertion Prediction with Ontologies through Evidence Combination. URSW (LNCS Vol.) (2013)
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
Italian Machine Learning and Data Mining research: The last years. Intelligenza Artificiale 7 (2) (2013)
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito, Thomas Lukasiewicz
Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations. URSW (LNCS Vol.) (2013)
Stefano Ferilli, Floriana Esposito
A Heuristic Approach to Handling Sequential Information in Incremental ILP. AI*IA (2013)
Floriana Esposito
Symbolic machine learning methods for historical document processing. ACM Symposium on Document Engineering (2013)
Domenico Redavid, Stefano Ferilli, Floriana Esposito
Towards Dynamic Orchestration of Semantic Web Services. Trans. Comput. Collect. Intell. 10 (2013)
Stefano Ferilli, Floriana Esposito
A Logic Framework for Incremental Learning of Process Models. Fundam. Informaticae 128 (4) (2013)
Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Rank prediction for semantically annotated resources. SAC (2013)
Stefano Ferilli, Floriana Esposito, Domenico Grieco, Marenglen Biba
Contour-Based Progressive Identification of Known Shapes in Images. IRCDL (2013)
Stefano Ferilli, Floriana Esposito, Domenico Redavid
Hi-Fi HTML rendering of multi-format documents in DoMinUS. ACM Symposium on Document Engineering (2013)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Uncertain (Multi)Graphs for Personalization Services in Digital Libraries. IRCDL (2012)
Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro
Social networks and statistical relational learning: a survey. Int. J. Soc. Netw. Min. 1 (2) (2012)
Nicola Di Mauro, Stefano Ferilli, Floriana Esposito
Learning to Recognize Critical Cells in Document Tables. IRCDL (2012)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito, Pasquale Minervini
Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. Int. J. Semantic Comput. 6 (4) (2012)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees. ICSC (2012)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns. NFMCP (2012)
Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito
Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates. CILC (2012)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Induction of robust classifiers for web ontologies through kernel machines. J. Web Semant. 11 (2012)
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training. ICSC (2012)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Uncertain Graphs meet Collaborative Filtering. IIR (2012)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Language-Constraint Reachability Learning in Probabilistic Graphs CoRR (2012)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
rsLDA: A Bayesian hierarchical model for relational learning. ICDKE (2011)
Claudio Taranto, Nicola Di Mauro, Floriana Esposito
Probabilistic Inference over Image Networks. IRCDL (2011)
Marenglen Biba, Stefano Ferilli, Floriana Esposito
Boosting learning and inference in Markov logic through metaheuristics. Appl. Intell. 34 (2) (2011)
Marenglen Biba, Fatos Xhafa, Floriana Esposito, Stefano Ferilli
Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks. CISIS (2011)
Floriana Esposito, Nicola Di Mauro, Claudio Taranto, Stefano Ferilli
Computational Models Enhancing Semantic Access to Digital Repositories. IRCDL (2011)
Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito
Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison. AI*IA (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Floriana Esposito