Teresa Maria Altomare Basile

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Viewing Publication 1 - 91 from 91

2019

Ensembles of density estimators for positive-unlabeled learningTeresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari. jiis, 53(2):199-217, 2019. [doi]

2018

2017

2015

Learning Bayesian Random Cutset ForestsNicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile. ismis 2015: 122-132 [doi]

2014

2012

Social networks and statistical relational learning: a surveyFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. ijsnm, 1(2):185-208, 2012. [doi]

Two Extensions of FOL Horn Clauses Comparison to Interpreted PredicatesStefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito. cilc 2012: 119-133 [doi]

2011

Improving User Stereotypes through Machine Learning TechniquesTeresa Maria Altomare Basile, Floriana Esposito, Stefano Ferilli. ircdl 2011: 38-48 [doi]

Cytoplasm Image Segmentation by Spatial Fuzzy ClusteringLaura Caponetti, Giovanna Castellano, Vito Corsini, Teresa Maria Altomare Basile. wilf 2011: 253-260 [doi]

A Relational Approach to Sensor Network Data MiningFloriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli. In Alessandro Soro, Eloisa Vargiu, Giuliano Armano, Gavino Paddeu, editors, Information Retrieval and Mining in Distributed Environments. Volume 324 of pages 163-181, 2011. [doi]

DDTA - Digitalisation of Districts in the Textile and Clothing SectorFloriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Marenglen Biba. ircdl 2011: 119-122 [doi]

A Contour-Based Progressive Technique for Shape RecognitionStefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba. icdar 2011: 723-727 [doi]

DOMINUS plus - DOcument Management INtelligent Universal System (plus)Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Domenico Redavid, Incoronata Villani. ircdl 2011: 123-126 [doi]

Automatic Document Layout Analysis through Relational Machine LearningStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. In Marenglen Biba, Fatos Xhafa, editors, Learning Structure and Schemas from Documents. Volume 375 of Studies in Computational Intelligence, pages 73-96, Springer, 2011. [doi]

A Taxonomic Generalization Technique for Natural Language ProcessingStefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. ismis 2011: 418-427 [doi]

Markov Logic Networks for Document Layout CorrectionStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. ieaaie 2011: 275-284 [doi]

Plugging Numeric Similarity in First-Order Logic Horn Clauses ComparisonStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. aiia 2011: 33-44 [doi]

Optimizing Probabilistic Models for Relational Sequence LearningNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. ismis 2011: 240-249 [doi]

mLynx: Relational Mutual InformationNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. ilp 2014: 181-188 [doi]

2010

A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization DomainTeresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti. isvc 2010: 571-581 [doi]

A Multi-relational Learning Framework to Support Biomedical ApplicationsTeresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti. cibb 2011: 188-202 [doi]

A Texture-Based Image Processing Approach for the Description of Human Oocyte CytoplasmTeresa Maria Altomare Basile, Laura Caponetti, Giovanna Castellano, Gianluca Sforza. tim, 59(10):2591-2601, 2010. [doi]

A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithmStefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito. das 2010: 349-356 [doi]

Using Explicit Word Co-occurrences to Improve Term-Based Text RetrievalStefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito. ircdl 2010: 125-136 [doi]

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational DescriptionsStefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. ircdl 2010: 149-160 [doi]

Approximate Relational Reasoning by Stochastic PropositionalizationNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. In Zbigniew W. Ras, Li-Shiang Tsay, editors, Advances in Intelligent Information Systems. Volume 265 of Studies in Computational Intelligence, pages 81-109, Springer, 2010. [doi]

Coalition Structure Generation with GRASPNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. aimsa 2010: 111-120 [doi]

2009

Relational Temporal Data Mining for Wireless Sensor NetworksTeresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito. aiia 2009: 416-425 [doi]

A Logic Programming Framework for Learning by ImitationGrazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. ICEIS 2009: 218-223

Relational Learning by ImitationGrazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. kesamsta 2009: 273-282 [doi]

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout AnalysisStefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito. ircdl 2009: 22-33 [doi]

A Distance-Based Technique for Non-Manhattan Layout AnalysisStefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile. icdar 2009: 231-235 [doi]

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses ComparisonStefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. aiia 2009: 131-140 [doi]

A General Similarity Framework for Horn Clause LogicStefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Nicola Di Mauro, Floriana Esposito. FUIN, 90(1-2):43-66, 2009. [doi]

2008

Machine Learning for Digital Document Processing: from Layout Analysis to Metadata ExtractionFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. In Simone Marinai, editor, (no title). pages 105-138, 2008. [doi]

Multi-Dimensional Relational Sequence MiningFloriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli. FUIN, 89(1):23-43, 2008. [doi]

Automatic Document Organization Exploiting FOL Similarity-based TechniquesStefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito. ircdl 2008: 57-66

Incremental machine learning techniques for document layout understandingStefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito. icpr 2008: 1-4 [doi]

k-Nearest Neighbor Classification on First-Order Logic DescriptionsStefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. icdm 2008: 202-210 [doi]

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge BasesNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. lipari 2008: 160-173 [doi]

Stochastic Propositionalization for Efficient Multi-relational LearningNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito. ismis 2008: 78-83 [doi]

2007

Unsupervised Discretization Using Kernel Density EstimationMarenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. IJCAI 2007: 696-701 [doi]

Multi-class Protein Fold Recognition Through a Symbolic-Statistical FrameworkMarenglen Biba, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. wilf 2007: 666-673 [doi]

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic NetworksMarenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. kes 2007: 132-139 [doi]

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic PathwaysMarenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. sebd 2007: 40-51

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage FrameworkMarenglen Biba, Stefano Ferilli, Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile. sebd 2007: 52-63

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web DocumentsFloriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. icdar 2007: 1093-1097 [doi]

Inference of abduction theories for handling incompleteness in first-order learningFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. kais, 11(2):217-242, 2007. [doi]

Similarity-Guided Clause GeneralizationStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito. aiia 2007: 278-289 [doi]

Generalization-Based Similarity for Conceptual ClusteringStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito. ecml 2008: 13-26 [doi]

2006

Intelligent Methodologies for Scientific Conference ManagementMarenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. ismis 2006: 258-267 [doi]

Text learning for user profiling in e-commerceMarco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro. ijsysc, 37(13):905-918, 2006. [doi]

Towards Automatic Digital Library Content-based ManagementFloriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. ircdl 2006: 49-50

Automatic Content-based Indexing of Digital Documents through Intelligent Processing TechniquesFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. dial 2006: 204-219 [doi]

Multistrategy Operators for Relational Learning and Their CooperationFloriana Esposito, Nicola Fanizzi, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. FUIN, 69(4):389-409, 2006. [doi]

Automatic Topics Identification for Reviewer AssignmentStefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba. ieaaie 2006: 721-730 [doi]

2005

A multi strategy framework for first-order rules learningTeresa Maria Altomare Basile. PhD thesis, University of Bari, Italy, 2005. [doi]

Handling Continuous-Valued Attributes in Incremental First-Order Rules LearningTeresa Maria Altomare Basile, Floriana Esposito, Nicola Di Mauro, Stefano Ferilli. aiia 2005: 430-441 [doi]

Learning User Profiles from Text in e-CommerceMarco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro. adma 2005: 370-381 [doi]

Semantic-Based Access to Digital Document DatabasesFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. ismis 2005: 373-381 [doi]

Intelligent Document ProcessingFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. icdar 2005: 1100-1104 [doi]

Automatic Induction of Abduction and Abstraction Theories from ObservationsStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. ilp 2005: 103-120 [doi]

On the LearnAbility of Abstraction Theories from Observations for Relational LearningStefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito. ecml 2005: 120-132 [doi]

Avoiding Order Effects in Incremental LearningNicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile. aiia 2005: 110-121 [doi]

GRAPE: An Expert Review Assignment Component for Scientific Conference Management SystemsNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli. ieaaie 2005: 789-798 [doi]

2004

Incremental Induction of Classification Rules for Cultural Heritage DocumentsTeresa Maria Altomare Basile, Stefano Ferilli, Nicola Di Mauro, Floriana Esposito. ieaaie 2004: 915-923 [doi]

Discovering Logical Structures in Digital DocumentsFloriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. iiswc 2004: 513-521

Incremental learning and concept drift in INTHELEXFloriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro. ida, 8(3):213-237, 2004. [doi]

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML TransformationFloriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro. dial 2004: 328-335 [doi]

Automatic Induction of First-Order Logic Descriptors Type Domains from ObservationsStefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro. ilp 2004: 116-131 [doi]

Automatic Induction of Domain-Related Information: Learning Descriptors Type DomainsStefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro. ecai 2004: 1011-1012

Automatic Annotation of Historical Paper DocumentsStefano Ferilli, Luigi Iannone, Giovanni Semeraro, Teresa Maria Altomare Basile, Nicola Di Mauro, Ignazio Palmisano. ia, 1(1):44-49, 2004.

Machine Learning Approaches for Inducing Student ModelsOriana Licchelli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Giovanni Semeraro, Stefano Ferilli. ieaaie 2004: 935-944 [doi]

An Algorithm for Incremental Mode InductionNicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile. ieaaie 2004: 512-522 [doi]

A Backtracking Strategy for Order-Independent Incremental LearningNicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile. ecai 2004: 460-464

2003

Incremental Multistrategy Learning for Document ProcessingFloriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro. aai, 17(8-9):859-883, 2003. [doi]

Improving Automatic Labelling through RDF ManagementFloriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro. ICADL 2003: 578-589 [doi]

Evaluation and Validation of Two Approaches to User ProfilingFloriana Esposito, Giovanni Semeraro, Stefano Ferilli, Marco Degemmis, Nicola Di Mauro, Teresa Maria Altomare Basile, Pasquale Lops. ewmf 2004: 130-147 [doi]

Spaces of Theories with Ideal Refinement OperatorsNicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile. IJCAI 2003: 527-532

Incremental Induction of Rules for Document Image UnderstandingStefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. aiia 2003: 176-188 [doi]

A Complete Subsumption AlgorithmStefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. aiia 2003: 1-13 [doi]

Theta-Subsumption and Resolution: A New AlgorithmStefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito. ismis 2003: 384-391 [doi]

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage MaterialStefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro. ercimdl 2003: 152-163

An Exhaustive Matching Procedure for the Improvement of Learning EfficiencyNicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi. ilp 2003: 112-129 [doi]

2002

Cooperation of Multiple Strategies for Automated Learning in Complex EnvironmentsFloriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro. ismis 2002: 574-582 [doi]

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage MaterialGiovanni Semeraro, Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro. ICADL 2002: 182-193 [doi]

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