Fabio Fassetti

87 papers A* 1A 2B 12C 5Misc 5Journal 33Unranked 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reconstruction error-based anomaly detection with few outlying examples.
Neurocomputing
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2025 B conf
CF-OOD: Concentration-Free Density Estimation for Reliable Out-of-Distribution Detection.
SISAP
Fabrizio Angiulli, Fabio Fassetti, Maria Pia Zupi
2025 B conf
Explaining Anomalous Data with Reinforcement Learning.
DS
Simone Amirato, Fabrizio Angiulli, Fabio Fassetti
2025 J jnl
Explaining anomalies through semi-supervised Autoencoders.
Array
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Simona Nisticò
2025 J jnl
Explaining evolving outliers for uncovering key aspects of the green comparative advantage.
Array
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2025 J jnl
Improving local interpretable classifier explanations exploiting self-generated semantic features.
Neural Comput. Appl.
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2025 J jnl
LLiMe: enhancing text classifier explanations with large language models.
Mach. Learn.
Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticò
2024 — conf
A Lightweight Meta-Feature Extraction Strategy for Deep Reinforcement Anomaly Detection (SHORT PAPER).
GreenAI@AI*IA
Simone Amirato, Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2024 J jnl
Enhancing anomaly detectors with LatentOut.
J. Intell. Inf. Syst.
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2024 J jnl
Explaining outliers and anomalous groups via subspace density contrastive loss.
Mach. Learn.
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2024 — conf
Exploiting Outlier Explanation to Unveil Key-aspects of High Green Comparative Advantage Nations.
GreenAI@AI*IA
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2024 — conf
Indecision-Aware Deep Active Anomaly Detection.
IDEAL (2)
Simone Amirato, Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2024 — conf
Large Language Models-Based Local Explanations of Text Classifiers.
DS (1)
Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nisticó
2024 — conf
On the Environmental Impact of the Algorithm LatentOut for Unsupervised Anomaly Detection (SHORT PAPER).
GreenAI@AI*IA
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2023 J jnl
${{\mathrm {Latent}}Out}$: an unsupervised deep anomaly detection approach exploiting latent space distribution.
Mach. Learn.
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2023 J jnl
Anomaly detection with correlation laws.
Data Knowl. Eng.
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
2023 B conf
Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss.
DS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2023 J jnl
Discriminative pattern discovery for the characterization of different network populations.
Bioinform.
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
2023 J jnl
Reconstruction Error-based Anomaly Detection with Few Outlying Examples.
CoRR
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2022 C conf
A Semi-automatic Data Generator for Query Answering.
ISMIS
Fabrizio Angiulli, Alessandra Del Prete, Fabio Fassetti, Simona Nisticò
2022 J jnl
A density estimation approach for detecting and explaining exceptional values in categorical data.
Appl. Intell.
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
2022 — conf
CiteRank: A Method to Evaluate Researchers Influence Based on Citation and Collaboration Networks.
ADBIS (Short Papers)
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
2022 B conf
Cooperative Deep Unsupervised Anomaly Detection.
DS
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Rosaria Spada
2022 C conf
Detecting Anomalies with rmLatentOut: Novel Scores, Architectures, and Settings.
ISMIS
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2022 J jnl
Graph-based construction of minimal models.
Artif. Intell.
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
2022 J jnl
Mining sponge phenomena in RNA expression data.
J. Bioinform. Comput. Biol.
Fabrizio Angiulli, Teresa Colombo, Fabio Fassetti, Angelo Furfaro, Paola Paci
2022 C conf
Outlier Explanation Through Masking Models.
ADBIS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli
2021 — conf
A Stochastic Block Model Based Approach to Detect Outliers in Networks.
DEXA (1)
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
2021 C conf
Finding Local Explanations Through Masking Models.
IDEAL
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2021 B conf
Local Interpretable Classifier Explanations with Self-generated Semantic Features.
DS
Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò
2021 C conf
Meta-feature Extraction Strategies for Active Anomaly Detection.
IDEAL
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Prospero Papaleo
2021 B conf
ODCA: An Outlier Detection Approach to Deal with Correlated Attributes.
DaWaK
Fabrizio Angiulli, Fabio Fassetti, Cristina Serrao
2021 J jnl
Uncertain distance-based outlier detection with arbitrarily shaped data objects.
J. Intell. Inf. Syst.
Fabrizio Angiulli, Fabio Fassetti
2020 — conf
A Machine Learning Model to Detect Speech and Reading Pathologies.
AIAI (2)
Fabio Fassetti, Ilaria Fassetti
2020 B conf
An Automatic Tool For Language Evaluation.
LREC
Fabio Fassetti, Ilaria Fassetti
2020 — conf
Detecting and Explaining Exceptional Values in Categorical Data.
SEBD
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
2020 B conf
Improving Deep Unsupervised Anomaly Detection by Exploiting VAE Latent Space Distribution.
DS
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
2019 B conf
A Density Estimation Approach for Detecting and Explaining Exceptional Values in Categorical Data.
DS
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao
2019 — conf
An Infrastructure for Service Accountability based on Digital Identity and Blockchain 3.0.
INFOCOM Workshops
Angelo Furfaro, Luciano Argento, Domenico Saccà, Fabrizio Angiulli, Fabio Fassetti
2019 J jnl
FEDRO: a software tool for the automatic discovery of candidate ORFs in plants with c →u RNA editing.
BMC Bioinform.
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
2019 Misc conf
Learning and Detecting Stuttering Disorders.
AIAI
Fabio Fassetti, Ilaria Fassetti, Simona Nisticò
2018 — ch.
A Tour from Regularities to Exceptions.
A Comprehensive Guide Through the Italian Database Research
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Ursino
2018 — conf
Achieving Service Accountability Through Blockchain and Digital Identity.
CAiSE Forum
Fabrizio Angiulli, Fabio Fassetti, Angelo Furfaro, Antonio Piccolo, Domenico Saccà
2018 — conf
Contributions from ADBIS 2018 Workshops.
ADBIS (Short Papers and Workshops)
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
2018 Misc conf
Mining string patterns for individuating reading pathologies.
SAC
Fabio Fassetti, Ilaria Fassetti
2017 J jnl
Automatic simulation of RNA editing in plants for the identification of novel putative Open Reading Frames.
PeerJ Prepr.
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Pierluigi Ruffolo, Adolfo Saiardi
2017 — book
Discriminative Pattern Discovery on Biological Networks
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
2017 B conf
Modular Construction of Minimal Models.
LPNMR
Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
2017 J jnl
Outlying property detection with numerical attributes.
Data Min. Knowl. Discov.
Fabrizio Angiulli, Fabio Fassetti, Giuseppe Manco, Luigi Palopoli
2016 B conf
Anomaly Detection in Networks with Temporal Information.
DS
Fabrizio Angiulli, Fabio Fassetti, Estela Narvaez
2016 — conf
Decomposing Minimal Models.
KnowProS@IJCAI
Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
2016 — conf
Discovering New Proteins in Plant Mitochondria by RNA Editing Simulation.
BIOINFORMATICS
Fabio Fassetti, Claudia Giallombardo, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
2016 Misc conf
Discovering discriminative graph patterns from gene expression data.
SAC
Fabio Fassetti, Simona E. Rombo, Cristina Serrao
2016 J jnl
Toward Generalizing the Unification with Statistical Outliers: The Gradient Outlier Factor Measure.
ACM Trans. Knowl. Discov. Data
Fabrizio Angiulli, Fabio Fassetti
2015 — conf
Exploiting the HEF property to check model minimality.
SEBD
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
2014 J jnl
Exploiting domain knowledge to detect outliers.
Data Min. Knowl. Discov.
Fabrizio Angiulli, Fabio Fassetti
2014 J jnl
On the tractability of minimal model computation for some CNF theories.
Artif. Intell.
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
2013 J jnl
Discovering Characterizations of the Behavior of Anomalous Subpopulations.
IEEE Trans. Knowl. Data Eng.
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
2013 J jnl
Nearest Neighbor-Based Classification of Uncertain Data.
ACM Trans. Knowl. Discov. Data
Fabrizio Angiulli, Fabio Fassetti
2013 J jnl
On the Tractability of Minimal Model Computation for Some CNF Theories.
CoRR
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli
2013 — conf
Outlier Detection with Arbitrary Probability Functions.
AI*IA
Fabrizio Angiulli, Fabio Fassetti
2013 J jnl
Outlying Property Detection with Numerical Attributes.
CoRR
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco
2013 B conf
Principal Directions-Based Pivot Placement.
SISAP
Fabrizio Angiulli, Fabio Fassetti
2012 J jnl
Indexing Uncertain Data in General Metric Spaces.
IEEE Trans. Knowl. Data Eng.
Fabrizio Angiulli, Fabio Fassetti
2011 — conf
L-SME: A System for Mining Loosely Structured Motifs.
ECML/PKDD (3)
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
2011 J jnl
Uncertain Nearest Neighbor Classification
CoRR
Fabrizio Angiulli, Fabio Fassetti
2010 — conf
Detection of Discriminating Rules.
ICAART (1)
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Trimboli
2010 J jnl
Distance-based outlier queries in data streams: the novel task and algorithms.
Data Min. Knowl. Discov.
Fabrizio Angiulli, Fabio Fassetti
2010 — conf
Finding Distance-based Outliers in Subspaces through Both Positive and Negative Examples.
ICAART (1)
Fabio Fassetti, Fabrizio Angiulli
2010 — conf
IP6K Gene Discovery in Plant mtDNA.
CIBB
Fabio Fassetti, Ofelia Leone, Luigi Palopoli, Simona E. Rombo, Adolfo Saiardi
2010 Misc conf
Mining models of exceptional objects through rule learning.
SAC
Gianni Costa, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Riccardo Ortale
2010 J jnl
On the complexity of identifying head-elementary-set-free programs.
Theory Pract. Log. Program.
Fabio Fassetti, Luigi Palopoli
2009 J jnl
DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets.
ACM Trans. Knowl. Discov. Data
Fabrizio Angiulli, Fabio Fassetti
2009 J jnl
Detecting outlying properties of exceptional objects.
ACM Trans. Database Syst.
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
2009 — conf
High Quality True-Positive Prediction for Fiscal Fraud Detection.
ICDM Workshops
Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani
2009 J jnl
On the complexity of identifying Head Elementary Set Free programs
CoRR
Fabio Fassetti, Luigi Palopoli
2009 A* conf
Outlier Detection Using Inductive Logic Programming.
ICDM
Fabrizio Angiulli, Fabio Fassetti
2008 — conf
An Efficient Method for Outlier Detection.
SEBD
Fabrizio Angiulli, Fabio Fassetti
2008 — conf
An Unsupervised Outlier Detection Approach for Cleaning String Data Entries.
SEBD
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli
2008 J jnl
Mining Loosely Structured Motifs from Biological Data.
IEEE Trans. Knowl. Data Eng.
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
2007 — conf
Approximate Functional Dependencies for XML Data.
ADBIS Research Communications
Fabio Fassetti, Bettina Fazzinga
2007 A conf
Detecting distance-based outliers in streams of data.
CIKM
Fabrizio Angiulli, Fabio Fassetti
2007 — conf
FOX: Inference of Approximate Functional Dependencies from XML Data.
DEXA Workshops
Fabio Fassetti, Bettina Fazzinga
2007 — conf
L-SME: A Tool for the Efficient Discovery of Loosely Structured Motifs in Biological Data.
SEBD
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
2007 A conf
Very efficient mining of distance-based outliers.
CIKM
Fabrizio Angiulli, Fabio Fassetti
2006 Misc conf
Efficient discovery of loosely structured motifs in biological data.
SAC
Fabio Fassetti, Gianluigi Greco, Giorgio Terracina
2006 — conf
Un Metodo per la Scoperta di Proprietà Inattese.
SEBD
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli