Fabrizio Angiulli

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 41

Top Venues

CoRR

SEBD

ACM Trans. Knowl. Discov. Data

Publications

Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
Anomaly detection with correlation laws. Data Knowl. Eng. 145 (2023)
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss. DS (2023)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
${{\mathrm {Latent}}Out}$: an unsupervised deep anomaly detection approach exploiting latent space distribution. Mach. Learn. 112 (11) (2023)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
Reconstruction Error-based Anomaly Detection with Few Outlying Examples. CoRR (2023)
Fabrizio Angiulli, Teresa Colombo, Fabio Fassetti, Angelo Furfaro, Paola Paci
Mining sponge phenomena in RNA expression data. J. Bioinform. Comput. Biol. 20 (1) (2022)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Rosaria Spada
Cooperative Deep Unsupervised Anomaly Detection. DS (2022)
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
CiteRank: A Method to Evaluate Researchers Influence Based on Citation and Collaboration Networks. ADBIS (Short Papers) (2022)
Fabrizio Angiulli, Alessandra Del Prete, Fabio Fassetti, Simona Nisticò
A Semi-automatic Data Generator for Query Answering. ISMIS (2022)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
Detecting Anomalies with rmLatentOut: Novel Scores, Architectures, and Settings. ISMIS (2022)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
A density estimation approach for detecting and explaining exceptional values in categorical data. Appl. Intell. 52 (15) (2022)
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
Outlier Explanation Through Masking Models. ADBIS (2022)
Fabrizio Angiulli, Angelo Furfaro, Domenico Saccà, Ludovica Sacco
Evaluating Deep Packet Inspection in Large-scale Data Processing. FiCloud (2022)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
Graph-based construction of minimal models. Artif. Intell. 313 (2022)
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
ODCA: An Outlier Detection Approach to Deal with Correlated Attributes. DaWaK (2021)
Fabrizio Angiulli, Fabio Fassetti
Uncertain distance-based outlier detection with arbitrarily shaped data objects. J. Intell. Inf. Syst. 57 (1) (2021)
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
Local Interpretable Classifier Explanations with Self-generated Semantic Features. DS (2021)
Guansong Pang, Fabrizio Angiulli, Mihai Cucuringu, Huan Liu
Guest Editorial: Non-IID Outlier Detection in Complex Contexts. IEEE Intell. Syst. 36 (3) (2021)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Prospero Papaleo
Meta-feature Extraction Strategies for Active Anomaly Detection. IDEAL (2021)
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
Finding Local Explanations Through Masking Models. IDEAL (2021)
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
A Stochastic Block Model Based Approach to Detect Outliers in Networks. DEXA (1) (2021)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
Detecting and Explaining Exceptional Values in Categorical Data. SEBD (2020)
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
Improving Deep Unsupervised Anomaly Detection by Exploiting VAE Latent Space Distribution. DS (2020)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Reducing distance computations for distance-based outliers. Expert Syst. Appl. 147 (2020)
Fabrizio Angiulli
CFOF: A Concentration Free Measure for Anomaly Detection. ACM Trans. Knowl. Discov. Data 14 (1) (2020)
Angelo Furfaro, Luciano Argento, Domenico Saccà, Fabrizio Angiulli, Fabio Fassetti
An Infrastructure for Service Accountability based on Digital Identity and Blockchain 3.0. INFOCOM Workshops (2019)
Fabrizio Angiulli
CFOF: A Concentration Free Measure for Anomaly Detection. CoRR (2019)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
A Density Estimation Approach for Detecting and Explaining Exceptional Values in Categorical Data. DS (2019)
Fabrizio Angiulli, Estela Narvaez
Pruning strategies for nearest neighbor competence preservation learners. Neurocomputing 308 (2018)
Fabrizio Angiulli, Luciano Argento, Angelo Furfaro
Exploiting Content Spatial Distribution to Improve Detection of Intrusions. ACM Trans. Internet Techn. 18 (2) (2018)
Fabrizio Angiulli, Luciano Argento, Angelo Furfaro, Andrea Parise
A hierarchical hybrid framework for modelling anomalous behaviours. Simul. Model. Pract. Theory 82 (2018)
Fabrizio Angiulli, Fabio Fassetti, Angelo Furfaro, Antonio Piccolo, Domenico Saccà
Achieving Service Accountability Through Blockchain and Digital Identity. CAiSE Forum (2018)
Fabrizio Angiulli, Luciano Argento, Angelo Furfaro
Effectiveness of Content Spatial Distribution Analysis in Securing IoT Environments. FiCloud (2018)
Luciano Argento, Fabrizio Angiulli, Angelo Furfaro
Detection, Prevention and Simulation Approaches to Address Anomalies in Cyber Security. SEBD (2018)
Fabrizio Angiulli
Concentration Free Outlier Detection. ECML/PKDD (1) (2017)
Fabrizio Angiulli
On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness. J. Mach. Learn. Res. 18 (2017)
Fabrizio Angiulli, Fabio Fassetti, Giuseppe Manco, Luigi Palopoli
Outlying property detection with numerical attributes. Data Min. Knowl. Discov. 31 (1) (2017)
Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Modular Construction of Minimal Models. LPNMR (2017)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
GPU Strategies for Distance-Based Outlier Detection. IEEE Trans. Parallel Distributed Syst. 27 (11) (2016)
Fabrizio Angiulli, Fabio Fassetti, Estela Narvaez
Anomaly Detection in Networks with Temporal Information. DS (2016)
Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Decomposing Minimal Models. KnowProS@IJCAI (2016)
Fabrizio Angiulli, Fabio Fassetti
Toward Generalizing the Unification with Statistical Outliers: The Gradient Outlier Factor Measure. ACM Trans. Knowl. Discov. Data 10 (3) (2016)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli
Restricted default theories: Expressive power and outlier detection tasks. Theor. Comput. Sci. 564 (2015)
Fabrizio Angiulli, Luciano Argento, Angelo Furfaro
Exploiting N-Gram Location for Intrusion Detection. ICTAI (2015)
Fabrizio Angiulli, Estela Narvaez
Pruning Nearest Neighbor Competence Preservation Learners. ICTAI (2015)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
Exploiting the HEF property to check model minimality. SEBD (2015)
Fabrizio Angiulli, Luciano Argento, Angelo Furfaro
PCkAD: an unsupervised intrusion detection technique exploiting within payload n-gram location distribution. CoRR (2014)
Fabrizio Angiulli, Fabio Fassetti
Exploiting domain knowledge to detect outliers. Data Min. Knowl. Discov. 28 (2) (2014)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Accelerating outlier detection with intra- and inter-node parallelism. HPCS (2014)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
On the tractability of minimal model computation for some CNF theories. Artif. Intell. 210 (2014)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
On the Tractability of Minimal Model Computation for Some CNF Theories. CoRR (2013)
Fabrizio Angiulli, Fabio Fassetti
Nearest Neighbor-Based Classification of Uncertain Data. ACM Trans. Knowl. Discov. Data 7 (1) (2013)
Fabrizio Angiulli, Luigi Palopoli
Outlier detection: tasks and techniques. SEBD (2013)
Fabrizio Angiulli, Fabio Fassetti
Outlier Detection with Arbitrary Probability Functions. AI*IA (2013)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Discovering Characterizations of the Behavior of Anomalous Subpopulations. IEEE Trans. Knowl. Data Eng. 25 (6) (2013)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Distributed Strategies for Mining Outliers in Large Data Sets. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro
Italian Machine Learning and Data Mining research: The last years. Intelligenza Artificiale 7 (2) (2013)
Fabrizio Angiulli, Fabio Fassetti
Principal Directions-Based Pivot Placement. SISAP (2013)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
Fast outlier detection using a GPU. HPCS (2013)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco
Outlying Property Detection with Numerical Attributes. CoRR (2013)
Fabrizio Angiulli
Prototype-Based Domain Description for One-Class Classification. IEEE Trans. Pattern Anal. Mach. Intell. 34 (6) (2012)
Fabrizio Angiulli, Fabio Fassetti
Indexing Uncertain Data in General Metric Spaces. IEEE Trans. Knowl. Data Eng. 24 (9) (2012)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli
Tractable Strong Outlier Identification CoRR (2011)
Fabrizio Angiulli, Fabio Fassetti
Uncertain Nearest Neighbor Classification CoRR (2011)
Fabrizio Angiulli, Fabio Fassetti
Distance-based outlier queries in data streams: the novel task and algorithms. Data Min. Knowl. Discov. 20 (2) (2010)
Fabio Fassetti, Fabrizio Angiulli
Finding Distance-based Outliers in Subspaces through Both Positive and Negative Examples. ICAART (1) (2010)
Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori
A Distributed Approach to Detect Outliers in Very Large Data Sets. Euro-Par (1) (2010)
Elio Masciari, Fabrizio Angiulli
SMART: Simple Monitoring Enterprise Activities by RFID Tags. CAiSE Forum (2010)
Fabrizio Angiulli, Annabella Astorino
Scaling up support vector machines using nearest neighbor condensation. IEEE Trans. Neural Networks 21 (2) (2010)
Fabrizio Angiulli, Elio Masciari
Effectively Monitoring RFID Based Systems. ADBIS (2010)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Trimboli
Detection of Discriminating Rules. ICAART (1) (2010)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli
Outlier detection for simple default theories. Artif. Intell. 174 (15) (2010)
Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli
Detecting and repairing anomalous evolutions in noisy environments - Logic programming formalization and complexity results. Ann. Math. Artif. Intell. 60 (3-4) (2010)
Fabrizio Angiulli, Fabio Fassetti
Outlier Detection Using Inductive Logic Programming. ICDM (2009)
Fabrizio Angiulli, Fabio Fassetti
DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets. ACM Trans. Knowl. Discov. Data 3 (1) (2009)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Detecting outlying properties of exceptional objects. ACM Trans. Database Syst. 34 (1) (2009)
Fabrizio Angiulli, Stefano Basta
Optimal Subset Selection for Classification through SAT Encodings. IFIP AI (2008)
Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti
Random walk biclustering for microarray data. Inf. Sci. 178 (6) (2008)
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli
Outlier detection using default reasoning. Artif. Intell. 172 (16-17) (2008)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
An Unsupervised Outlier Detection Approach for Cleaning String Data Entries. SEBD (2008)
Fabrizio Angiulli, Fabio Fassetti
An Efficient Method for Outlier Detection. SEBD (2008)
Fabrizio Angiulli, Gianluigi Folino
A grid-based architecture for nearest neighbor based condensation of huge datasets. UPGRADE-CN (2008)
Fabrizio Angiulli
Prototype-based Domain Description. ECAI (2008)
Fabrizio Angiulli
Fast Nearest Neighbor Condensation for Large Data Sets Classification. IEEE Trans. Knowl. Data Eng. 19 (11) (2007)
Fabrizio Angiulli
Condensed Nearest Neighbor Data Domain Description. IEEE Trans. Pattern Anal. Mach. Intell. 29 (10) (2007)
Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo
Protein Data Condensation for Effective Quaternary Structure Classification. IDEAL (2007)
Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli
Outlier detection by logic programming. ACM Trans. Comput. Log. 9 (1) (2007)
Fabrizio Angiulli, Fabio Fassetti
Detecting distance-based outliers in streams of data. CIKM (2007)
Fabrizio Angiulli, Fabio Fassetti
Very efficient mining of distance-based outliers. CIKM (2007)
Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli, Domenico Trimboli
System: Logic Programming Meets Outlier Detection. LPNMR (2007)
Fabrizio Angiulli, Gianluigi Folino
Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets. IEEE Trans. Knowl. Data Eng. 19 (12) (2007)
Fabrizio Angiulli, Gianluigi Folino
Efficient Distributed Data Condensation for Nearest Neighbor Classification. Euro-Par (2007)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Un Metodo per la Scoperta di Proprietà Inattese. SEBD (2006)
Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti
A Greedy Search Approach to Co-clustering Sparse Binary Matrices. ICTAI (2006)
Fabrizio Angiulli, Stefano Basta, Clara Pizzuti
Distance-Based Detection and Prediction of Outliers. IEEE Trans. Knowl. Data Eng. 18 (2) (2006)
Fabrizio Angiulli
Clustering by Exceptions. AAAI (2006)
Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli
Detecting and Repairing Anomalous Evolutions in Noisy Environments: Logic Programming Formalization and Complexity Results. IFIP AI (2006)
Fabrizio Angiulli
Fast condensed nearest neighbor rule. ICML (2005)
Fabrizio Angiulli, Clara Pizzuti
Gene Expression Biclustering Using Random Walk Strategies. DaWaK (2005)
Fabrizio Angiulli
Enumerating consistent metaquery instantiations. AI Commun. 18 (2) (2005)
Fabrizio Angiulli, Stefano Basta, Clara Pizzuti
Detection and prediction of distance-based outliers. SAC (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabrizio Angiulli