Teresa M. A. Basile

J. Intell. Inf. Syst., 2019

Radiomics Analysis on Contrast-Enhanced Spectral Mammography Images for Breast Cancer Diagnosis: A Pilot Study.

[BibT_eX]

[DOI]

Entropy, 2019

Activity Prediction of Business Process Instances with Inception CNN Models.

[BibT_eX]

[DOI]

Annalisa Appice

Teresa M. A. Basile

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

A Combined Approach of Multiscale Texture Analysis and Interest Point/Corner Detectors for Microcalcifications Diagnosis.

[BibT_eX]

[DOI]

Liliana Losurdo

Annarita Fanizzi

Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Extremely Randomized CNets for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017

End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification.

[BibT_eX]

[DOI]

Antonio Vergari

Fabrizio Giuseppe Ventola

Proceedings of the ECML/PKDD Discovery Challenges co-located with European Conference on Machine Learning, 2017

Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks.

[BibT_eX]

[DOI]

Antonio Vergari

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Density Estimators for Positive-Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

2015

Learning Bayesian Random Cutset Forests.

[BibT_eX]

[DOI]

Antonio Vergari

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

2014

Grasp and Path-Relinking for Coalition Structure Generation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2014

Fuzzy mathematical morphology for biological image segmentation.

[BibT_eX]

[DOI]

Giovanna Castellano

Vito Corsini

Appl. Intell., 2014

Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs.

[BibT_eX]

[DOI]

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

2012

Social networks and statistical relational learning: a survey.

[BibT_eX]

[DOI]

Int. J. Soc. Netw. Min., 2012

Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Convention on Computational Logic, 2012

2011

Automatic Document Layout Analysis through Relational Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Learning Structure and Schemas from Documents, 2011

A Relational Approach to Sensor Network Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011

Cytoplasm Image Segmentation by Spatial Fuzzy Clustering.

[BibT_eX]

[DOI]

Giovanna Castellano

Vito Corsini

Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Optimizing Probabilistic Models for Relational Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

A Taxonomic Generalization Technique for Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

DOMINUS plus - DOcument Management INtelligent Universal System (plus).

[BibT_eX]

[DOI]

Domenico Redavid

Incoronata Villani

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

DDTA - Digitalisation of Districts in the Textile and Clothing Sector.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Improving User Stereotypes through Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

mLynx: Relational Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Markov Logic Networks for Document Layout Correction.

[BibT_eX]

[DOI]

Proceedings of the Modern Approaches in Applied Intelligence, 2011

A Contour-Based Progressive Technique for Shape Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010

Approximate Relational Reasoning by Stochastic Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Systems, 2010

A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm.

[BibT_eX]

[DOI]

Giovanna Castellano

Gianluca Sforza

IEEE Trans. Instrum. Meas., 2010

Feature Construction for Relational Sequence Learning

[BibT_eX]

[DOI]

CoRR, 2010

GRASP for the Coalition Structure Formation Problem

[BibT_eX]

[DOI]

CoRR, 2010

A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm.

[BibT_eX]

[DOI]

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A Multi-relational Learning Framework to Support Biomedical Applications.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

Coalition Structure Generation with GRASP.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, 2010

2009

A General Similarity Framework for Horn Clause Logic.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Relational Learning by Imitation.

[BibT_eX]

[DOI]

Grazia Bombini

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

A Logic Programming Framework for Learning by Imitation.

[BibT_eX]

Grazia Bombini

Proceedings of the ICEIS 2009, 2009

A Distance-Based Technique for Non-Manhattan Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Relational Temporal Data Mining for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Multi-Dimensional Relational Sequence Mining.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Stochastic Propositionalization for Efficient Multi-relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Automatic Document Organization Exploiting FOL Similarity-based Techniques.

[BibT_eX]

Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Incremental machine learning techniques for document layout understanding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

k-Nearest Neighbor Classification on First-Order Logic Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Inference of abduction theories for handling incompleteness in first-order learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.

[BibT_eX]

[DOI]

Proceedings of the Applications of Fuzzy Sets Theory, 2007

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Unsupervised Discretization Using Kernel Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Generalization-Based Similarity for Conceptual Clustering.

[BibT_eX]

[DOI]

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Similarity-Guided Clause Generalization.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Text learning for user profiling in e-commerce.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2006

Multistrategy Operators for Relational Learning and Their Cooperation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2006

Intelligent Methodologies for Scientific Conference Management.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Towards Automatic Digital Library Content-based Management.

[BibT_eX]

Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

Automatic Topics Identification for Reviewer Assignment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005

A multi strategy framework for first-order rules learning.

[BibT_eX]

[DOI]

PhD thesis, 2005

Semantic-Based Access to Digital Document Databases.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Automatic Induction of Abduction and Abstraction Theories from Observations.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

GRAPE: An Expert Review Assignment Component for Scientific Conference Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Intelligent Document Processing.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

On the LearnAbility of Abstraction Theories from Observations for Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Avoiding Order Effects in Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Learning User Profiles from Text in e-Commerce.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004

Incremental learning and concept drift in INTHELEX.

[BibT_eX]

[DOI]

Intell. Data Anal., 2004

Automatic Annotation of Historical Paper Documents.

[BibT_eX]

Luigi Iannone

Ignazio Palmisano

Intelligenza Artificiale, 2004

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Discovering Logical Structures in Digital Documents.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2004

An Algorithm for Incremental Mode Induction.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Machine Learning Approaches for Inducing Student Models.

[BibT_eX]

[DOI]

Oriana Licchelli

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Incremental Induction of Classification Rules for Cultural Heritage Documents.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

A Backtracking Strategy for Order-Independent Incremental Learning.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.

[BibT_eX]

[DOI]

Margherita Berardi

Michelangelo Ceci

Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003

Incremental Multistrategy Learning for Document Processing.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Theta-Subsumption and Resolution: A New Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Spaces of Theories with Ideal Refinement Operators.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Improving Automatic Labelling through RDF Management.

[BibT_eX]

[DOI]

Luigi Iannone

Ignazio Palmisano

Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Evaluation and Validation of Two Approaches to User Profiling.

[BibT_eX]

[DOI]

Pasquale Lops

Proceedings of the Web Mining: From Web to Semantic Web, 2003

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

Incremental Induction of Rules for Document Image Understanding.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

A Complete Subsumption Algorithm.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

Cooperation of Multiple Strategies for Automated Learning in Complex Environments.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.

[BibT_eX]

[DOI]