Fabrizio Angiulli

发表

GPU Strategies for Distance-Based Outlier Detection

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2016, IEEE Transactions on Parallel and Distributed Systems.

The LP-OD system: logic programming meets outlier detection

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2007, ICLP 2007.

Scaling Up Support Vector Machines Using Nearest Neighbor Condensation

Annabella Astorino, Fabrizio Angiulli, F. Angiulli, 2010, IEEE Transactions on Neural Networks.

Modular Construction of Minimal Models

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2017, LPNMR.

A hierarchical hybrid framework for modelling anomalous behaviours

Angelo Furfaro, Fabrizio Angiulli, Andrea Parise, 2018, Simul. Model. Pract. Theory.

IJCAI-07 Reviewers

Wolfram Burgard, Olivier Buffet, Christian Balkenius, 2007, IJCAI.

Gene Expression Biclustering Using Random Walk Strategies

Clara Pizzuti, Fabrizio Angiulli, 2005, DaWaK.

An Efficient Method for Outlier Detection

Fabrizio Angiulli, Fabio Fassetti, 2008, SEBD.

Effectively Monitoring RFID Based Systems

Elio Masciari, Fabrizio Angiulli, 2010, ADBIS.

Condensed Nearest Neighbor Data Domain Description

Fabrizio Angiulli, F. Angiulli, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Outlier detection using default reasoning

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2008, Artif. Intell..

Distance-based detection and prediction of outliers

Clara Pizzuti, Fabrizio Angiulli, Stefano Basta, 2006, IEEE Transactions on Knowledge and Data Engineering.

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

Luigi Palopoli, Fabrizio Angiulli, Riccardo Torlone, 1997, Theory Pract. Object Syst..

Discovering Characterizations of the Behavior of Anomalous Subpopulations

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2013, IEEE Transactions on Knowledge and Data Engineering.

Exploiting N-Gram Location for Intrusion Detection pdf

Angelo Furfaro, Fabrizio Angiulli, Luciano Argento, 2014, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).

Toward Generalizing the Unification with Statistical Outliers

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2016, ACM Trans. Knowl. Discov. Data.

Italian Machine Learning and Data Mining research: The last years

Fabrizio Riguzzi, Donato Malerba, Davide Bacciu, 2013, Intelligenza Artificiale.

Tractable Strong Outlier Identification pdf

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2011, ArXiv.

SMART: Simple Monitoring Enterprise Activities by RFID Tags

Elio Masciari, Fabrizio Angiulli, F. Angiulli, 2010, CAiSE Forum.

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

Clara Pizzuti, Fabrizio Angiulli, Massimo Ruffolo, 2004, IDEAL.

Uncertain Nearest Neighbor Classification pdf

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2011, ArXiv.

Detecting and repairing anomalous evolutions in noisy environments

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2010, Annals of Mathematics and Artificial Intelligence.

Indexing Uncertain Data in General Metric Spaces

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2012, IEEE Transactions on Knowledge and Data Engineering.

On the complexity of inducing categorical and quantitative association rules

Luigi Palopoli, Giovambattista Ianni, Fabrizio Angiulli, 2001, Theor. Comput. Sci..

Outlier Detection Using Default Logic

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2003, IJCAI.

Pruning Nearest Neighbor Competence Preservation Learners

Fabrizio Angiulli, Estela Narvaez, F. Angiulli, 2015, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).

Reducing distance computations for distance-based outliers

Fabrizio Angiulli, Stefano Basta, Stefano Lodi, 2020, Expert Syst. Appl..

Outlier detection: tasks and techniques

Luigi Palopoli, Fabrizio Angiulli, 2013, SEBD.

Nearest Neighbor-Based Classification of Uncertain Data

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2013, TKDD.

CFOF: A Concentration Free Measure for Anomaly Detection

Fabrizio Angiulli, F. Angiulli, 2019, ACM Trans. Knowl. Discov. Data.

Outlier detection by logic programming

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2004, TOCL.

Outlier Detection Techniques for Data Mining

Fabrizio Angiulli, F. Angiulli, 2009, Encyclopedia of Data Warehousing and Mining.

Condensed Nearest Neighbor Data Domain Description

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

Outlier Detection Using Disjunctive Logic Programming

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2004, ECAI.

Detection and prediction of distance-based outliers

Clara Pizzuti, Fabrizio Angiulli, Stefano Basta, 2005, SAC '05.

Fast condensed nearest neighbor rule

Fabrizio Angiulli, F. Angiulli, 2005, ICML.

Prototype-based Domain Description

Fabrizio Angiulli, F. Angiulli, 2008, ECAI.

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

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2010, Data Mining and Knowledge Discovery.

Uncertain distance-based outlier detection with arbitrarily shaped data objects

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2020, Journal of Intelligent Information Systems.

Fast Nearest Neighbor Condensation for Large Data Sets Classification

Fabrizio Angiulli, F. Angiulli, 2007, IEEE Transactions on Knowledge and Data Engineering.

A Tour from Regularities to Exceptions

Luigi Palopoli, Domenico Ursino, Fabrizio Angiulli, 2018, A Comprehensive Guide Through the Italian Database Research.

Detecting distance-based outliers in streams of data

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2007, CIKM '07.

On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness

Fabrizio Angiulli, F. Angiulli, 2017, J. Mach. Learn. Res..

Outlier Detection Using Inductive Logic Programming

Fabrizio Angiulli, Fabio Fassetti, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Improving Prediction of Distance-Based Outliers

Clara Pizzuti, Fabrizio Angiulli, Stefano Basta, 2004, Discovery Science.

Exploiting domain knowledge to detect outliers

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2013, Data Mining and Knowledge Discovery.

Principal Directions-Based Pivot Placement

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2013, SISAP.

Detecting outlying properties of exceptional objects

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2009, TODS.

An Unsupervised Outlier Detection Approach for Cleaning String Data Entries

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2008, SEBD.

Fast Outlier Detection in High Dimensional Spaces

Clara Pizzuti, Fabrizio Angiulli, C. Pizzuti, 2002, PKDD.

Metaquerying: proprietà e tecniche di implementazione

Luigi Palopoli, Giovambattista Ianni, Fabrizio Angiulli, 2000, SEBD.

Data mining techniques for large and complex data

Felice Crupi, Fabrizio Angiulli, Miryan Estela Narvaez Vilema, 2017 .

Exploiting Content Spatial Distribution to Improve Detection of Intrusions

Angelo Furfaro, Fabrizio Angiulli, Luciano Argento, 2018, ACM Trans. Internet Techn..

Accelerating outlier detection with intra- and inter-node parallelism

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2014, 2014 International Conference on High Performance Computing & Simulation (HPCS).

Anomaly Detection in Networks with Temporal Information

Fabrizio Angiulli, Fabio Fassetti, Estela Narvaez, 2016, DS.

Distributed Strategies for Mining Outliers in Large Data Sets

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2013, IEEE Transactions on Knowledge and Data Engineering.

Outlier Detection with Arbitrary Probability Functions

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2013, AI*IA.

Concentration Free Outlier Detection

Fabrizio Angiulli, F. Angiulli, 2017, ECML/PKDD.

Restricted default theories: Expressive power and outlier detection tasks

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2015, Theor. Comput. Sci..

Outlying property detection with numerical attributes

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2013, Data Mining and Knowledge Discovery.

Discovering Anomalies in Evidential Knowledge by Logic Programming

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2004, JELIA.

On the Complexity of Mining Association Rules

Luigi Palopoli, Giovambattista Ianni, Fabrizio Angiulli, 2001, SEBD.

On the tractability of minimal model computation for some CNF theories

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2013, Artif. Intell..

The LP-OD System: Logic Programming Meets Outlier Detection

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2007, LPNMR.

Exploiting the HEF property to check model minimality

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2015, SEBD.

Top-k closest pairs join query: an approximate algorithm for large high dimensional data

Clara Pizzuti, Fabrizio Angiulli, 2004, Proceedings. International Database Engineering and Applications Symposium, 2004. IDEAS '04..

Improving Deep Unsupervised Anomaly Detection by Exploiting VAE Latent Space Distribution

Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, 2020, DS.

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

Clara Pizzuti, Fabrizio Angiulli, C. Pizzuti, 2005, Data Knowl. Eng..

Fast outlier detection using a GPU

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2013, 2013 International Conference on High Performance Computing & Simulation (HPCS).

An Integrated Data Mining And Data Presentation Tool

Tiziana Catarci, Giuseppe Santucci, Giovambattista Ianni, 2002 .

A Distributed Approach to Detect Outliers in Very Large Data Sets

Claudio Sartori, Fabrizio Angiulli, Stefano Basta, 2010, Euro-Par.

Exploiting N-Gram Location for Intrusion Detection

Angelo Furfaro, Fabrizio Angiulli, Luciano Argento, 2015, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).

A Greedy Search Approach to Co-clustering Sparse Binary Matrices

Eugenio Cesario, Clara Pizzuti, Fabrizio Angiulli, 2006, 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06).

Computational properties of metaquerying problems

Luigi Palopoli, Giovambattista Ianni, Fabrizio Angiulli, 2000, PODS '00.

A density estimation approach for detecting and explaining exceptional values in categorical data

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2019, Applied Intelligence.

Detecting Outliers via Logical Theories and Its Data Complexity

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2004, Discovery Science.

Exploiting Default Logic to Detect Outliers

Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2003, APPIA-GULP-PRODE.

Approximate k -Closest-Pairs with Space Filling Curves

Clara Pizzuti, Fabrizio Angiulli, C. Pizzuti, 2002, DaWaK.

Effectiveness of Content Spatial Distribution Analysis in Securing IoT Environments

Angelo Furfaro, Fabrizio Angiulli, Luciano Argento, 2018, 2018 IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud).

Achieving Service Accountability Through Blockchain and Digital Identity

Angelo Furfaro, Domenico Saccà, Antonio Piccolo, 2018, CAiSE Forum.

Outlier mining in large high-dimensional data sets

Clara Pizzuti, Fabrizio Angiulli, C. Pizzuti, 2005, IEEE Transactions on Knowledge and Data Engineering.

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

Fabrizio Angiulli, Fabio Fassetti, 2010, ICAART.

Clustering by Exceptions

Fabrizio Angiulli, F. Angiulli, 2006, AAAI.

Very efficient mining of distance-based outliers

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2007, CIKM '07.

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

Fabrizio Angiulli, Gianluigi Folino, F. Angiulli, 2008, UPGRADE '08.

Decomposing Minimal Models

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2016, KnowProS@IJCAI.

Collegamento di Basi di Dati Orientate agli Oggetti a Basi di Dati Relazionali Remote

Nicola Leone, Fabrizio Angiulli, Fabio Messina, 1994, SEBD.

Un Metodo per la Scoperta di Proprietà Inattese

Luigi Palopoli, Fabrizio Angiulli, Fabio Fassetti, 2006, SEBD.

Pruning strategies for nearest neighbor competence preservation learners

Fabrizio Angiulli, Estela Narvaez, F. Angiulli, 2018, Neurocomputing.

Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets

Fabrizio Angiulli, Gianluigi Folino, F. Angiulli, 2007, IEEE Transactions on Knowledge and Data Engineering.

Optimal Subset Selection for Classification through SAT Encodings

Fabrizio Angiulli, Stefano Basta, F. Angiulli, 2008, IFIP AI.

Random walk biclustering for microarray data

Eugenio Cesario, Clara Pizzuti, Fabrizio Angiulli, 2008, Inf. Sci..

Detection of Discriminating Rules

Luigi Palopoli, Fabrizio Angiulli, Domenico Trimboli, 2010, ICAART.

An Infrastructure for Service Accountability based on Digital Identity and Blockchain 3.0

Angelo Furfaro, Fabrizio Angiulli, Fabio Fassetti, 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

Efficient Distributed Data Condensation for Nearest Neighbor Classification

Fabrizio Angiulli, Gianluigi Folino, F. Angiulli, 2007, Euro-Par.

Protein Data Condensation for Effective Quaternary Structure Classification

Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo, 2007, IDEAL.

Detection, Prevention and Simulation Approaches to Address Anomalies in Cyber Security

Angelo Furfaro, Fabrizio Angiulli, Luciano Argento, 2018, SEBD.

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

Fabrizio Angiulli, Fabio Fassetti, F. Angiulli, 2009, TKDD.

Outlier detection for simple default theories

Luigi Palopoli, Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, 2010, Artif. Intell..

Data Mining: Outlier Detection

Fabrizio Angiulli, 2019, Encyclopedia of Bioinformatics and Computational Biology.

Enumerating consistent metaquery instantiations

Fabrizio Angiulli, 2005, AI Commun..

Detecting and repairing anomalous evolutions in noisy environments

Luigi Palopoli, Gianluigi Greco, Fabrizio Angiulli, 2006, Annals of Mathematics and Artificial Intelligence.

Prototype-Based Domain Description for One-Class Classification

Fabrizio Angiulli, F. Angiulli, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Local Interpretable Classifier Explanations with Self-generated Semantic Features

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, 2021, DS.

A Stochastic Block Model Based Approach to Detect Outliers in Networks

Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao, 2021, DEXA.

Meta-feature Extraction Strategies for Active Anomaly Detection

Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, 2021, IDEAL.

ODCA: An Outlier Detection Approach to Deal with Correlated Attributes

Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao, 2021, DaWaK.

Guest Editorial: Non-IID Outlier Detection in Complex Contexts

Fabrizio Angiulli, Mihai Cucuringu, Guansong Pang, 2021, IEEE Intell. Syst..