Fabrizio Angiulli

Estela Narvaez

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Restricted default theories: Expressive power and outlier detection tasks.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2015

Exploiting the HEF property to check model minimality.

[BibT_eX]

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Pruning Nearest Neighbor Competence Preservation Learners.

[BibT_eX]

[DOI]

Estela Narvaez

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Exploiting N-Gram Location for Intrusion Detection.

[BibT_eX]

[DOI]

Luciano Argento

Angelo Furfaro

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2014

Exploiting domain knowledge to detect outliers.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2014

PCkAD: an unsupervised intrusion detection technique exploiting within payload n-gram location distribution.

[BibT_eX]

[DOI]

Luciano Argento

Angelo Furfaro

CoRR, 2014

On the tractability of minimal model computation for some CNF theories.

[BibT_eX]

[DOI]

Artif. Intell., 2014

Accelerating outlier detection with intra- and inter-node parallelism.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013

Discovering Characterizations of the Behavior of Anomalous Subpopulations.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Distributed Strategies for Mining Outliers in Large Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Nearest Neighbor-Based Classification of Uncertain Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Italian Machine Learning and Data Mining research: The last years.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2013

Principal Directions-Based Pivot Placement.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Outlier detection: tasks and techniques.

[BibT_eX]

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

Fast outlier detection using a GPU.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2013

Outlier Detection with Arbitrary Probability Functions.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Indexing Uncertain Data in General Metric Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Prototype-Based Domain Description for One-Class Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

2011

Tractable Strong Outlier Identification

[BibT_eX]

[DOI]

CoRR, 2011

Uncertain Nearest Neighbor Classification

[BibT_eX]

[DOI]

CoRR, 2011

2010

Scaling up support vector machines using nearest neighbor condensation.

[BibT_eX]

[DOI]

Annabella Astorino

IEEE Trans. Neural Networks, 2010

Distance-based outlier queries in data streams: the novel task and algorithms.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2010

Detecting and repairing anomalous evolutions in noisy environments - Logic programming formalization and complexity results.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2010

Outlier detection for simple default theories.

[BibT_eX]

[DOI]

Artif. Intell., 2010

Finding Distance-based Outliers in Subspaces through Both Positive and Negative Examples.

[BibT_eX]

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

Detection of Discriminating Rules.

[BibT_eX]

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

A Distributed Approach to Detect Outliers in Very Large Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

SMART: Simple Monitoring Enterprise Activities by RFID Tags.

[BibT_eX]

[DOI]

Elio Masciari

Proceedings of the CAiSE Forum 2010, Hammamet, Tunisia, June 9-11, 2010, 2010

Effectively Monitoring RFID Based Systems.

[BibT_eX]

[DOI]

Elio Masciari

Proceedings of the Advances in Databases and Information Systems, 2010

2009

Outlier Detection Techniques for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Detecting outlying properties of exceptional objects.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2009

DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Outlier Detection Using Inductive Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

2008

Random walk biclustering for microarray data.

[BibT_eX]

[DOI]

Eugenio Cesario

Inf. Sci., 2008

Outlier detection using default reasoning.

[BibT_eX]

[DOI]

Artif. Intell., 2008

An Unsupervised Outlier Detection Approach for Cleaning String Data Entries.

[BibT_eX]

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

An Efficient Method for Outlier Detection.

[BibT_eX]

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

Optimal Subset Selection for Classification through SAT Encodings.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Theory and Practice II, 2008

A grid-based architecture for nearest neighbor based condensation of huge datasets.

[BibT_eX]

[DOI]

Gianluigi Folino

Proceedings of the 3rd Workshop on the Use of P2P, 2008

Prototype-based Domain Description.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 2008

2007

Outlier detection by logic programming.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2007

Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets.

[BibT_eX]

[DOI]

Gianluigi Folino

IEEE Trans. Knowl. Data Eng., 2007

Fast Nearest Neighbor Condensation for Large Data Sets Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

Condensed Nearest Neighbor Data Domain Description.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

The LP-OD System: Logic Programming Meets Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2007

Protein Data Condensation for Effective Quaternary Structure Classification.

[BibT_eX]

[DOI]

Valeria Fionda

Simona E. Rombo

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Efficient Distributed Data Condensation for Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Gianluigi Folino

Proceedings of the Euro-Par 2007, 2007

Detecting distance-based outliers in streams of data.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Very efficient mining of distance-based outliers.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

Distance-Based Detection and Prediction of Outliers.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Un Metodo per la Scoperta di Proprietà Inattese.

[BibT_eX]

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

A Greedy Search Approach to Co-clustering Sparse Binary Matrices.

[BibT_eX]

[DOI]

Eugenio Cesario

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Clustering by Exceptions.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Outlier Mining in Large High-Dimensional Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Approximate k-Closest-Pairs in Large High-Dimensional Data Sets.

[BibT_eX]

[DOI]

J. Math. Model. Algorithms, 2005

An approximate algorithm for top-k closest pairs join query in large high dimensional data.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2005

Enumerating consistent metaquery instantiations.

[BibT_eX]

[DOI]

AI Commun., 2005

Detection and prediction of distance-based outliers.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Fast condensed nearest neighbor rule.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2005

Gene Expression Biclustering Using Random Walk Strategies.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2005

2004

On the complexity of inducing categorical and quantitative association rules.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2004

Discovering Anomalies in Evidential Knowledge by Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the Logics in Artificial Intelligence, 9th European Conference, 2004

Top-k Closest Pairs Join Query: An Approximate Algorithm for Large High Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets.

[BibT_eX]

[DOI]

Massimo Ruffolo

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Outlier Detection Using Disjunctive Logic Programming.

[BibT_eX]

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

Detecting Outliers via Logical Theories and Its Data Complexity.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 7th International Conference, 2004

Improving Prediction of Distance-Based Outliers.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 7th International Conference, 2004

2003

Computational properties of metaquerying problems.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2003

Outlier Detection Using Default Logic.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Exploiting Default Logic to Detect Outliers.

[BibT_eX]

Proceedings of the 2003 Joint Conference on Declarative Programming, 2003

2002

Fast Outlier Detection in High Dimensional Spaces.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Approximate k -Closest-Pairs with Space Filling Curves.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

2001

On the Complexity of Mining Association Rules.

[BibT_eX]

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

2000

Metaquerying: proprietà e tecniche di implementazione.

[BibT_eX]

Proceedings of the Ottavo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2000

1997

THE GPR System: An Architecture for Integrating Active and Deductive Rules on Complex Database Objects.

[BibT_eX]