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Teresa M. A. Basile

Teresa Maria Altomare Basile

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Books and Theses

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2005
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Teresa Maria Altomare Basile:
A multi strategy framework for first-order rules learning. University of Bari, Italy, 2005

Journal Articles

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2020
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Annarita Fanizzi, Teresa M. A. Basile, Liliana Losurdo, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Alfonso Fausto, Raffaella Massafra, Marco Moschetta, Ondina Popescu, Pasquale Tamborra, Sabina Tangaro, Daniele La Forgia:
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis. BMC Bioinform. 21-S(2): 91 (2020)
2019
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Liliana Losurdo, Annarita Fanizzi, Teresa M. A. Basile, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Vito Lorusso, Raffaella Massafra, Pasquale Tamborra, Alberto Tagliafico, Sabina Tangaro, Daniele La Forgia:
Radiomics Analysis on Contrast-Enhanced Spectral Mammography Images for Breast Cancer Diagnosis: A Pilot Study. Entropy 21(11): 1110 (2019)
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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): 199-217 (2019)
2014
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Laura Caponetti, Giovanna Castellano, Teresa Maria Altomare Basile, Vito Corsini:
Fuzzy mathematical morphology for biological image segmentation. Appl. Intell. 41(1): 117-127 (2014)
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Grasp and Path-Relinking for Coalition Structure Generation. Fundam. Informaticae 129(3): 251-277 (2014)
2012
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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): 185-208 (2012)
2010
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Teresa Maria Altomare Basile, Laura Caponetti, Giovanna Castellano, Gianluca Sforza:
A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm. IEEE Trans. Instrum. Meas. 59(10): 2591-2601 (2010)
2009
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Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Nicola Di Mauro, Floriana Esposito:
A General Similarity Framework for Horn Clause Logic. Fundam. Informaticae 90(1-2): 43-66 (2009)
2008
[j7]
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Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli:
Multi-Dimensional Relational Sequence Mining. Fundam. Informaticae 89(1): 23-43 (2008)
2007
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Inference of abduction theories for handling incompleteness in first-order learning. Knowl. Inf. Syst. 11(2): 217-242 (2007)
2006
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Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Multistrategy Operators for Relational Learning and Their Cooperation. Fundam. Informaticae 69(4): 389-409 (2006)
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Marco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro:
Text learning for user profiling in e-commerce. Int. J. Syst. Sci. 37(13): 905-918 (2006)
2004
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Stefano Ferilli, Luigi Iannone, Giovanni Semeraro, Teresa Maria Altomare Basile, Nicola Di Mauro, Ignazio Palmisano:
Automatic Annotation of Historical Paper Documents. Intelligenza Artificiale 1(1): 44-49 (2004)
[j2]
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Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro:
Incremental learning and concept drift in INTHELEX. Intell. Data Anal. 8(3): 213-237 (2004)
2003
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Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro:
Incremental Multistrategy Learning for Document Processing. Appl. Artif. Intell. 17(8-9): 859-883 (2003)

Conference and Workshop Papers

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2024
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Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN 2024: 1-7
2021
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Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile:
Random probabilistic circuits. UAI 2021: 1682-1691
2019
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Nicola Di Mauro, Annalisa Appice, Teresa M. A. Basile:
Activity Prediction of Business Process Instances with Inception CNN Models. AI*IA 2019: 348-361
2018
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Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Extremely Randomized CNets for Multi-label Classification. AI*IA 2018: 334-347
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Liliana Losurdo, Annarita Fanizzi, Teresa Maria Altomare Basile, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Alfonso Fausto, Raffaella Massafra, Alfonso Monaco, Marco Moschetta, Ondina Popescu, Pasquale Tamborra, Sabina Tangaro, Daniele La Forgia:
A Combined Approach of Multiscale Texture Analysis and Interest Point/Corner Detectors for Microcalcifications Diagnosis. IWBBIO (1) 2018: 302-313
2017
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Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari:
Density Estimators for Positive-Unlabeled Learning. NFMCP@PKDD/ECML 2017: 49-64
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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: 203-219
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Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Fabrizio Giuseppe Ventola, Floriana Esposito:
End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification. DC@PKDD/ECML 2017
2015
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Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile:
Learning Bayesian Random Cutset Forests. ISMIS 2015: 122-132
2014
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Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs. IRCDL 2014: 68-75
2012
[c66]
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Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito:
Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates. CILC 2012: 119-133
2011
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison. AI*IA 2011: 33-44
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Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba:
A Contour-Based Progressive Technique for Shape Recognition. ICDAR 2011: 723-727
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Markov Logic Networks for Document Layout Correction. IEA/AIE (1) 2011: 275-284
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
mLynx: Relational Mutual Information. ILP (Late Breaking Papers) 2011: 181-188
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Teresa Maria Altomare Basile, Floriana Esposito, Stefano Ferilli:
Improving User Stereotypes through Machine Learning Techniques. IRCDL 2011: 38-48
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Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Marenglen Biba:
DDTA - Digitalisation of Districts in the Textile and Clothing Sector. IRCDL 2011: 119-122
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Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Domenico Redavid, Incoronata Villani:
DOMINUS plus - DOcument Management INtelligent Universal System (plus). IRCDL 2011: 123-126
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Optimizing Probabilistic Models for Relational Sequence Learning. ISMIS 2011: 240-249
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Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
A Taxonomic Generalization Technique for Natural Language Processing. ISMIS 2011: 418-427
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Laura Caponetti, Giovanna Castellano, Vito Corsini, Teresa Maria Altomare Basile:
Cytoplasm Image Segmentation by Spatial Fuzzy Clustering. WILF 2011: 253-260
2010
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Coalition Structure Generation with GRASP. AIMSA 2010: 111-120
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Teresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti:
A Multi-relational Learning Framework to Support Biomedical Applications. CIBB 2010: 188-202
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Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito:
A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm. Document Analysis Systems 2010: 349-356
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Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval. IRCDL 2010: 125-136
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Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions. IRCDL 2010: 149-160
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Teresa Maria Altomare Basile, Floriana Esposito, Laura Caponetti:
A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain. ISVC (1) 2010: 571-581
2009
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Stefano Ferilli, Marenglen Biba, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison. AI*IA 2009: 131-140
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Teresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito:
Relational Temporal Data Mining for Wireless Sensor Networks. AI*IA 2009: 416-425
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Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile:
A Distance-Based Technique for Non-Manhattan Layout Analysis. ICDAR 2009: 231-235
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Grazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
A Logic Programming Framework for Learning by Imitation. ICEIS (2) 2009: 218-223
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Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis. IRCDL 2009: 22-33
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Grazia Bombini, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Relational Learning by Imitation. KES-AMSTA 2009: 273-282
2008
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Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
k-Nearest Neighbor Classification on First-Order Logic Descriptions. ICDM Workshops 2008: 202-210
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Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Incremental machine learning techniques for document layout understanding. ICPR 2008: 1-4
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Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito:
Automatic Document Organization Exploiting FOL Similarity-based Techniques. IRCDL 2008: 57-66
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Stochastic Propositionalization for Efficient Multi-relational Learning. ISMIS 2008: 78-83
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases. SUM 2008: 160-173
2007
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito:
Similarity-Guided Clause Generalization. AI*IA 2007: 278-289
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito:
Generalization-Based Similarity for Conceptual Clustering. MCD 2007: 13-26
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Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents. ICDAR 2007: 1093-1097
[c35]
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Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Unsupervised Discretization Using Kernel Density Estimation. IJCAI 2007: 696-701
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Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks. KES (1) 2007: 132-139
[c33]
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Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways. SEBD 2007: 40-51
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Marenglen Biba, Stefano Ferilli, Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile:
A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework. SEBD 2007: 52-63
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Marenglen Biba, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework. WILF 2007: 666-673
2006
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques. DIAL 2006: 204-219
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Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito, Marenglen Biba:
Automatic Topics Identification for Reviewer Assignment. IEA/AIE 2006: 721-730
[c28]
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Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Towards Automatic Digital Library Content-based Management. IRCDL 2006: 49-50
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Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Intelligent Methodologies for Scientific Conference Management. ISMIS 2006: 258-267
2005
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Marco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro:
Learning User Profiles from Text in e-Commerce. ADMA 2005: 370-381
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Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile:
Avoiding Order Effects in Incremental Learning. AI*IA 2005: 110-121
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Teresa Maria Altomare Basile, Floriana Esposito, Nicola Di Mauro, Stefano Ferilli:
Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning. AI*IA 2005: 430-441
[c23]
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
On the LearnAbility of Abstraction Theories from Observations for Relational Learning. ECML 2005: 120-132
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Intelligent Document Processing. ICDAR 2005: 1100-1104
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli:
GRAPE: An Expert Review Assignment Component for Scientific Conference Management Systems. IEA/AIE 2005: 789-798
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Automatic Induction of Abduction and Abstraction Theories from Observations. ILP 2005: 103-120
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Semantic-Based Access to Digital Document Databases. ISMIS 2005: 373-381
2004
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Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro:
Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation. DIAL 2004: 328-335
[c17]
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Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile:
A Backtracking Strategy for Order-Independent Incremental Learning. ECAI 2004: 460-464
[c16]
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Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro:
Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains. ECAI 2004: 1011-1012
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Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile:
An Algorithm for Incremental Mode Induction. IEA/AIE 2004: 512-522
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Teresa Maria Altomare Basile, Stefano Ferilli, Nicola Di Mauro, Floriana Esposito:
Incremental Induction of Classification Rules for Cultural Heritage Documents. IEA/AIE 2004: 915-923
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Oriana Licchelli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Giovanni Semeraro, Stefano Ferilli:
Machine Learning Approaches for Inducing Student Models. IEA/AIE 2004: 935-944
[c12]
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Discovering Logical Structures in Digital Documents. Intelligent Information Systems 2004: 513-521
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Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro:
Automatic Induction of First-Order Logic Descriptors Type Domains from Observations. ILP 2004: 116-131
2003
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Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
A Complete Subsumption Algorithm. AI*IA 2003: 1-13
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Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Incremental Induction of Rules for Document Image Understanding. AI*IA 2003: 176-188
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Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro:
Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material. ECDL 2003: 152-163
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Floriana Esposito, Giovanni Semeraro, Stefano Ferilli, Marco Degemmis, Nicola Di Mauro, Teresa Maria Altomare Basile, Pasquale Lops:
Evaluation and Validation of Two Approaches to User Profiling. EWMF 2003: 130-147
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Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro:
Improving Automatic Labelling through RDF Management. ICADL 2003: 578-589
[c5]
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Nicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Spaces of Theories with Ideal Refinement Operators. IJCAI 2003: 527-532
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi:
An Exhaustive Matching Procedure for the Improvement of Learning Efficiency. ILP 2003: 112-129
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Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Theta-Subsumption and Resolution: A New Algorithm. ISMIS 2003: 384-391
2002
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Giovanni Semeraro, Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro:
Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material. ICADL 2002: 182-193
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Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Teresa Maria Altomare Basile, Nicola Di Mauro:
Cooperation of Multiple Strategies for Automated Learning in Complex Environments. ISMIS 2002: 574-582

Parts in Books or Collections

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2011
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Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Automatic Document Layout Analysis through Relational Machine Learning. Learning Structure and Schemas from Documents 2011: 73-96
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Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro, Stefano Ferilli:
A Relational Approach to Sensor Network Data Mining. Information Retrieval and Mining in Distributed Environments 2011: 163-181
2010
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Approximate Relational Reasoning by Stochastic Propositionalization. Advances in Intelligent Information Systems 2010: 81-109
2008
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Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction. Machine Learning in Document Analysis and Recognition 2008: 105-138

Informal and Other Publications

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2011
[i3]
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
GRASP and path-relinking for Coalition Structure Generation. CoRR abs/1103.1157 (2011)
2010
[i2]
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
GRASP for the Coalition Structure Formation Problem. CoRR abs/1004.2880 (2010)
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Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Feature Construction for Relational Sequence Learning. CoRR abs/1006.5188 (2010)

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