Fabio Fassetti

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 38

Top Topics

Anomaly Detection

Arbitrarily Shaped

Gene Expression

Top Venues

Data Min. Knowl. Discov.

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)
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
Discriminative pattern discovery for the characterization of different network populations. Bioinform. 39 (4) (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, 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)
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)
Fabio Fassetti, Ilaria Fassetti
A Machine Learning Model to Detect Speech and Reading Pathologies. AIAI (2) (2020)
Fabio Fassetti, Ilaria Fassetti
An Automatic Tool For Language Evaluation. LREC (2020)
Fabio Fassetti, Ilaria Fassetti, Simona Nisticò
Learning and Detecting Stuttering Disorders. AIAI (2019)
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
FEDRO: a software tool for the automatic discovery of candidate ORFs in plants with c →u RNA editing. BMC Bioinform. (4) (2019)
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, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
A Density Estimation Approach for Detecting and Explaining Exceptional Values in Categorical Data. DS (2019)
Fabio Fassetti, Ilaria Fassetti
Mining string patterns for individuating reading pathologies. SAC (2018)
Fabrizio Angiulli, Fabio Fassetti, Angelo Furfaro, Antonio Piccolo, Domenico Saccà
Achieving Service Accountability Through Blockchain and Digital Identity. CAiSE Forum (2018)
Udo Bub, Ajantha Dahanayake, Jérôme Darmont, Claudia Diamantini, Fabio Fassetti, Eduardo Fermé, Nadia Kabachi, Ilaria Matteucci, Bálint Molnár, Sham Navathe, Ermelinda Oro, Marinella Petrocchi, Simona E. Rombo, Massimo Ruffolo, Angelo Spognardi, Bernhard Thalheim, Domenico Ursino
Contributions from ADBIS 2018 Workshops. ADBIS (Short Papers and Workshops) (2018)
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Pierluigi Ruffolo, Adolfo Saiardi
Automatic simulation of RNA editing in plants for the identification of novel putative Open Reading Frames. PeerJ Prepr. 5 (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)
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
Discovering New Proteins in Plant Mitochondria by RNA Editing Simulation. BIOINFORMATICS (2016)
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
Discovering discriminative graph patterns from gene expression data. SAC (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, Fabio Fassetti, Luigi Palopoli
Exploiting the HEF property to check model minimality. SEBD (2015)
Fabrizio Angiulli, Fabio Fassetti
Exploiting domain knowledge to detect outliers. Data Min. Knowl. Discov. 28 (2) (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, 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, Fabio Fassetti
Principal Directions-Based Pivot Placement. SISAP (2013)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco
Outlying Property Detection with Numerical Attributes. CoRR (2013)
Fabrizio Angiulli, Fabio Fassetti
Indexing Uncertain Data in General Metric Spaces. IEEE Trans. Knowl. Data Eng. 24 (9) (2012)
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
L-SME: A System for Mining Loosely Structured Motifs. ECML/PKDD (3) (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, Fabio Fassetti, Luigi Palopoli, Domenico Trimboli
Detection of Discriminating Rules. ICAART (1) (2010)
Gianni Costa, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale
Mining models of exceptional objects through rule learning. SAC (2010)
Fabio Fassetti, Luigi Palopoli
On the complexity of identifying head-elementary-set-free programs. Theory Pract. Log. Program. 10 (1) (2010)
Fabio Fassetti, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
IP6K Gene Discovery in Plant mtDNA. CIBB (2010)
Fabrizio Angiulli, Fabio Fassetti
Outlier Detection Using Inductive Logic Programming. ICDM (2009)
Fabio Fassetti, Luigi Palopoli
On the complexity of identifying Head Elementary Set Free programs CoRR (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)
Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani
High Quality True-Positive Prediction for Fiscal Fraud Detection. ICDM Workshops (2009)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Detecting outlying properties of exceptional objects. ACM Trans. Database Syst. 34 (1) (2009)
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)
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
Mining Loosely Structured Motifs from Biological Data. IEEE Trans. Knowl. Data Eng. 20 (11) (2008)
Fabrizio Angiulli, Fabio Fassetti
Detecting distance-based outliers in streams of data. CIKM (2007)
Fabio Fassetti, Bettina Fazzinga
Approximate Functional Dependencies for XML Data. ADBIS Research Communications (2007)
Fabrizio Angiulli, Fabio Fassetti
Very efficient mining of distance-based outliers. CIKM (2007)
Fabio Fassetti, Bettina Fazzinga
FOX: Inference of Approximate Functional Dependencies from XML Data. DEXA Workshops (2007)
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
L-SME: A Tool for the Efficient Discovery of Loosely Structured Motifs in Biological Data. SEBD (2007)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
Un Metodo per la Scoperta di Proprietà Inattese. SEBD (2006)
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
Efficient discovery of loosely structured motifs in biological data. SAC (2006)