Michelangelo Ceci

Fundam. Informaticae, 2014

Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Big Data Techniques For Renewable Energy Market.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Semi-supervised Learning for Multi-target Regression.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Mining Temporal Evolution of Entities in a Stream of Textual Documents.

[BibT_eX]

[DOI]

Gianvito Pio

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Automatic Extraction of Logical Web Lists.

[BibT_eX]

[DOI]

Fabio Fumarola

Andrea Scarpino

Michele Damiano Torelli

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Ranking Sentences for Keyphrase Extraction: A Relational Data Mining Approach.

[BibT_eX]

[DOI]

Lucrezia Macchia

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

Innovative power operating center management exploiting big data techniques.

[BibT_eX]

[DOI]

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining.

[BibT_eX]

[DOI]

Fabio Fumarola

Dario Pietro Cavallo

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Dealing with spatial autocorrelation when learning predictive clustering trees.

[BibT_eX]

[DOI]

Ecol. Informatics, 2013

Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA: mRNA regulatory modules.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.

[BibT_eX]

[DOI]

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Learning Hierarchical Multi-label Classification Trees from Network Data.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 16th International Conference, 2013

2012

The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.

[BibT_eX]

[DOI]

SIGHIT Rec., 2012

Network regression with predictive clustering trees.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

Mining Temporal Evolution of Criminal Behaviors.

[BibT_eX]

[DOI]

Gianvito Pio

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Discovering Evolution Chains in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

Mining Ranking Models from Dynamic Network Data.

[BibT_eX]

[DOI]

Lucrezia Macchia

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Transductive Relational Classification in the Co-training Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Bio- and Medical Informatics, 2012

Document Image Understanding through Iterative Transductive Learning.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

Learning to Rank from Concept-Drifting Network Data Streams.

[BibT_eX]

[DOI]

Lucrezia Macchia

Proceedings of the Database and Expert Systems Applications, 2012

2011

Transductive Learning of Logical Structures from Document Images.

[BibT_eX]

[DOI]

Proceedings of the Learning Structure and Schemas from Documents, 2011

A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets.

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

Learning and Transferring Geographically Weighted Regression Trees across Time.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Relational Disjunctive Patterns Mining for Discovering Frequent Variants in Process Models.

[BibT_eX]

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Supporting Roll-Up and Drill-Down Operations over OLAP Data Cubes with Continuous Dimensions via Density-Based Hierarchical Clustering.

[BibT_eX]

Alfredo Cuzzocrea

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Discovering Temporal Bisociations for Linking Concepts over Time.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

OLAP over Continuous Domains via Density-Based Hierarchical Clustering.

[BibT_eX]

[DOI]

Alfredo Cuzzocrea

Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

Relational Mining in Spatial Domains: Accomplishments and Challenges.

[BibT_eX]

[DOI]

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

MBlab: Molecular Biodiversity Laboratory.

[BibT_eX]

[DOI]

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

Project D.A.M.A.: Document Acquisition, Management and Archiving.

[BibT_eX]

[DOI]

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

Global and Local Spatial Autocorrelation in Predictive Clustering Trees.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 14th International Conference, 2011

A Temporal Data Mining Framework for Analyzing Longitudinal Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2011

Discovering process models through relational disjunctive patterns mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Mining Spatial Association Rules for Composite Motif Discovery.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

2010

Transductive Learning for Spatial Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Discovering Temporal Patterns of Complex Events in Biosignal Data.

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Hierarchical Transductive Classification from Textual Data with Relevant Example Selection.

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Suggesting Tourist Destinations by means of Time-Slice Density Estimation.

[BibT_eX]

Nicola Davide Traversa

Valerio Valrosso

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Complex objects ranking: a relational data mining approach.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Transductive learning for spatial regression with co-training.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Relational Learning of Disjunctive Patterns in Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Mining Physiological Data for Discovering Temporal Patterns on Disease Stages.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Transductive Learning from Textual Data with Relevant Example Selection.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Discovering Informative Syntactic Relationships between Named Entities in Biomedical Literature.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Advances in Databases, 2010

A Relational Approach for Discovering Frequent Patterns with Disjunctions.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2009

A relational approach to probabilistic classification in a transductive setting.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2009

Mining preference relations to rank complex object.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Spatial Regression in the Transductive Setting.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

A Relational Approach to Novelty Detection in Data Streams.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Relational Frequent Patterns Mining for Novelty Detection from Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Novelty Detection from Evolving Complex Data Streams with Time Windows.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

Machine Learning for Reading Order Detection in Document Image Understanding.

[BibT_eX]

[DOI]

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

Distributed Discovery of Multi-Level Approximate Process Patterns.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Relational Classification based on Emerging Patterns.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Discovering Emerging Patterns for Anomaly Detection in Network Connection Data.

[BibT_eX]

[DOI]

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

Stepwise Induction of Logistic Model Trees.

[BibT_eX]

[DOI]

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

Top-Down Induction of Relational Model Trees in Multi-instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Hierarchical Text Categorization in a Transductive Setting.

[BibT_eX]

[DOI]

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

A Grid-Based Multi-relational Approach to Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

Emerging Pattern Based Classification in Relational Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

2007

Classifying web documents in a hierarchy of categories: a comprehensive study.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2007

Using colour information to understand censorship cards of film archives.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2007

Relational Data Mining and ILP for Document Image Understanding.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2007

Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Transductive Learning from Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

A Data Mining Approach to Reading Order Detection.

[BibT_eX]

[DOI]

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

Learning to Order: A Relational Approach.

[BibT_eX]

[DOI]

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

Discovering Relational Emerging Patterns.

[BibT_eX]

[DOI]

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

2006

Spatial associative classification: propositional vs structural approach.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2006

Relational Data Mining Techniques for Historical Document Processing.

[BibT_eX]

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Mining Tolerance Regions with Model Trees.

[BibT_eX]

[DOI]

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

2005

Naive bayesian learning from structural data.

[BibT_eX]

[DOI]

PhD thesis, 2005

Propositionalization Through Relational Association Rules Mining.

[BibT_eX]

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Mining Model Trees from Spatial Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Mining and Filtering Multi-level Spatial Association Rules with ARES.

[BibT_eX]

[DOI]

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

Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches.

[BibT_eX]

[DOI]

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

A color-based layout analysis to process censorship cards of film archives.

[BibT_eX]

[DOI]

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

Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding.

[BibT_eX]

[DOI]

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

Mining Relational Association Rules for Propositional Classification.

[BibT_eX]

[DOI]

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

2004

Top-Down Induction of Model Trees with Regression and Splitting Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Mining interesting spatial association rules: two case studies.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach.

[BibT_eX]

[DOI]

Teresa Maria Altomare Basile

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Redundant feature elimination for multi-class problems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

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

[BibT_eX]

[DOI]

Nicola Di Mauro

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

A Data Mining Query Language for Knowledge Discovery in a Geographical Information System.

[BibT_eX]

[DOI]

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003

Discovery of spatial association rules in geo-referenced census data: A relational mining approach.

[BibT_eX]

[DOI]

Intell. Data Anal., 2003

Stepwise Model Tree Induction in a Multi-Relational Framework.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Mining Model Trees with Regression and Splitting Nodes.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Mr-SBC: A Multi-relational Naïve Bayes Classifier.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Simplification Methods for Model Trees with Regression and Splitting Nodes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database.

[BibT_eX]

Proceedings of the Second International Workshop on Inductive Databases, 2003

Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes.

[BibT_eX]

[DOI]

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

Mining Model Trees: A Multi-relational Approach.

[BibT_eX]

[DOI]

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

Automated Classification of Web Documents into a Hierarchy of Categories.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2003

Learning Logic Programs for Layout Analysis Correction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

Correcting the Document Layout: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Document-Centered Collaboration for Scholars in the Humanities - The COLLATE System.

[BibT_eX]

[DOI]

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

Hierarchical Classification of HTML Documents with WebClassII.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2003

XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

Multi-relational Structural Bayesian Classifier.

[BibT_eX]

[DOI]

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

2002

Mining Classification and Association Rules in Geographical Data with SDMOQL.

[BibT_eX]

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

KDB2000: Uno strumento per la scoperta della conoscenza.

[BibT_eX]

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Trading-Off Local versus Global Effects of Regression Nodes in Model Trees.

[BibT_eX]

[DOI]

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

Mining HTML Pages to Support Document Sharing in a Cooperative System.

[BibT_eX]

[DOI]

Floriana Esposito