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Teresa M. A. Basile
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2020 – today
- 2021
- [c75]Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile:
Random probabilistic circuits. UAI 2021: 1682-1691 - 2020
- [j15]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)
2010 – 2019
- 2019
- [j14]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) - [j13]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) - [c74]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
- [c73]Teresa Maria Altomare Basile
, Nicola Di Mauro, Floriana Esposito:
Extremely Randomized CNets for Multi-label Classification. AI*IA 2018: 334-347 - [c72]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
- [c71]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 - [c70]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 - [c69]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
- [c68]Nicola Di Mauro, Antonio Vergari
, Teresa Maria Altomare Basile
:
Learning Bayesian Random Cutset Forests. ISMIS 2015: 122-132 - 2014
- [j12]Laura Caponetti, Giovanna Castellano
, Teresa Maria Altomare Basile
, Vito Corsini:
Fuzzy mathematical morphology for biological image segmentation. Appl. Intell. 41(1): 117-127 (2014) - [j11]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) - [c67]Teresa Maria Altomare Basile
, Nicola Di Mauro
, Floriana Esposito
:
Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs. IRCDL 2014: 68-75 - 2012
- [j10]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) - [c66]Stefano Ferilli, Teresa Maria Altomare Basile, Floriana Esposito:
Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates. CILC 2012: 119-133 - 2011
- [c65]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 - [c64]Stefano Ferilli, Teresa Maria Altomare Basile
, Floriana Esposito
, Marenglen Biba:
A Contour-Based Progressive Technique for Shape Recognition. ICDAR 2011: 723-727 - [c63]Stefano Ferilli, Teresa Maria Altomare Basile
, Nicola Di Mauro
:
Markov Logic Networks for Document Layout Correction. IEA/AIE (1) 2011: 275-284 - [c62]Nicola Di Mauro, Teresa Maria Altomare Basile
, Stefano Ferilli, Floriana Esposito:
mLynx: Relational Mutual Information. ILP (Late Breaking Papers) 2011: 181-188 - [c61]Teresa Maria Altomare Basile
, Floriana Esposito
, Stefano Ferilli:
Improving User Stereotypes through Machine Learning Techniques. IRCDL 2011: 38-48 - [c60]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 - [c59]Stefano Ferilli, Floriana Esposito
, Teresa Maria Altomare Basile
, Domenico Redavid
, Incoronata Villani:
DOMINUS plus - DOcument Management INtelligent Universal System (plus). IRCDL 2011: 123-126 - [c58]Nicola Di Mauro
, Teresa Maria Altomare Basile
, Stefano Ferilli, Floriana Esposito
:
Optimizing Probabilistic Models for Relational Sequence Learning. ISMIS 2011: 240-249 - [c57]Stefano Ferilli, Nicola Di Mauro
, Teresa Maria Altomare Basile
, Floriana Esposito
:
A Taxonomic Generalization Technique for Natural Language Processing. ISMIS 2011: 418-427 - [c56]Laura Caponetti, Giovanna Castellano
, Vito Corsini, Teresa Maria Altomare Basile
:
Cytoplasm Image Segmentation by Spatial Fuzzy Clustering. WILF 2011: 253-260 - [p4]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 - [p3]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 - [i3]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
- [j9]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) - [c55]Nicola Di Mauro
, Teresa Maria Altomare Basile
, Stefano Ferilli, Floriana Esposito
:
Coalition Structure Generation with GRASP. AIMSA 2010: 111-120 - [c54]Teresa Maria Altomare Basile
, Floriana Esposito
, Laura Caponetti:
A Multi-relational Learning Framework to Support Biomedical Applications. CIBB 2010: 188-202 - [c53]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 - [c52]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 - [c51]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 - [c50]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 - [p2]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 - [i2]Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
GRASP for the Coalition Structure Formation Problem. CoRR abs/1004.2880 (2010) - [i1]Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito:
Feature Construction for Relational Sequence Learning. CoRR abs/1006.5188 (2010)
2000 – 2009
- 2009
- [j8]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) - [c49]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 - [c48]Teresa Maria Altomare Basile
, Nicola Di Mauro
, Stefano Ferilli, Floriana Esposito
:
Relational Temporal Data Mining for Wireless Sensor Networks. AI*IA 2009: 416-425 - [c47]Stefano Ferilli, Marenglen Biba, Floriana Esposito
, Teresa Maria Altomare Basile
:
A Distance-Based Technique for Non-Manhattan Layout Analysis. ICDAR 2009: 231-235 - [c46]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 - [c45]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 - [c44]Grazia Bombini, Nicola Di Mauro
, Teresa Maria Altomare Basile
, Stefano Ferilli, Floriana Esposito
:
Relational Learning by Imitation. KES-AMSTA 2009: 273-282 - 2008
- [j7]Floriana Esposito, Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli:
Multi-Dimensional Relational Sequence Mining. Fundam. Informaticae 89(1): 23-43 (2008) - [c43]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 - [c42]Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Floriana Esposito:
Incremental machine learning techniques for document layout understanding. ICPR 2008: 1-4 - [c41]Stefano Ferilli, Teresa Maria Altomare Basile, Marenglen Biba, Floriana Esposito:
Automatic Document Organization Exploiting FOL Similarity-based Techniques. IRCDL 2008: 57-66 - [c40]Nicola Di Mauro
, Teresa Maria Altomare Basile
, Stefano Ferilli, Floriana Esposito
:
Stochastic Propositionalization for Efficient Multi-relational Learning. ISMIS 2008: 78-83 - [c39]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 - [p1]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 - 2007
- [j6]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) - [c38]Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito:
Similarity-Guided Clause Generalization. AI*IA 2007: 278-289 - [c37]Stefano Ferilli, Teresa Maria Altomare Basile
, Nicola Di Mauro
, Marenglen Biba, Floriana Esposito
:
Generalization-Based Similarity for Conceptual Clustering. MCD 2007: 13-26 - [c36]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]Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Unsupervised Discretization Using Kernel Density Estimation. IJCAI 2007: 696-701 - [c34]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]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 - [c32]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 - [c31]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
- [j5]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) - [j4]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) - [c30]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 - [c29]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]Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Towards Automatic Digital Library Content-based Management. IRCDL 2006: 49-50 - [c27]Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Intelligent Methodologies for Scientific Conference Management. ISMIS 2006: 258-267 - 2005
- [b1]Teresa Maria Altomare Basile:
A multi strategy framework for first-order rules learning. University of Bari, Italy, 2005 - [c26]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 - [c25]Nicola Di Mauro
, Floriana Esposito
, Stefano Ferilli, Teresa Maria Altomare Basile
:
Avoiding Order Effects in Incremental Learning. AI*IA 2005: 110-121 - [c24]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]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 - [c22]Floriana Esposito
, Stefano Ferilli, Teresa Maria Altomare Basile
, Nicola Di Mauro
:
Intelligent Document Processing. ICDAR 2005: 1100-1104 - [c21]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 - [c20]Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Automatic Induction of Abduction and Abstraction Theories from Observations. ILP 2005: 103-120 - [c19]Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Semantic-Based Access to Digital Document Databases. ISMIS 2005: 373-381 - 2004
- [j3]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]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) - [c18]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]Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile:
A Backtracking Strategy for Order-Independent Incremental Learning. ECAI 2004: 460-464 - [c16]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 - [c15]Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile:
An Algorithm for Incremental Mode Induction. IEA/AIE 2004: 512-522 - [c14]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 - [c13]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]Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Discovering Logical Structures in Digital Documents. Intelligent Information Systems 2004: 513-521 - [c11]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
- [j1]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) - [c10]Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
A Complete Subsumption Algorithm. AI*IA 2003: 1-13 - [c9]Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Incremental Induction of Rules for Document Image Understanding. AI*IA 2003: 176-188 - [c8]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 - [c7]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 - [c6]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]Nicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile:
Spaces of Theories with Ideal Refinement Operators. IJCAI 2003: 527-532 - [c4]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 - [c3]Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito:
Theta-Subsumption and Resolution: A New Algorithm. ISMIS 2003: 384-391 - 2002
- [c2]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 - [c1]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
Coauthor Index
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