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Semantic ScholarFabrizio Angiulli
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- affiliation: National Research Council, Italy
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2020 – today
- 2020
[j38]Fabrizio Angiulli, Stefano Basta
, Stefano Lodi, Claudio Sartori:
Reducing distance computations for distance-based outliers. Expert Syst. Appl. 147: 113215 (2020)- [j37]Fabrizio Angiulli:
CFOF: A Concentration Free Measure for Anomaly Detection. ACM Trans. Knowl. Discov. Data 14(1): 4:1-4:53 (2020)
2010 – 2019
- 2019
- [c57]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao:
A Density Estimation Approach for Detecting and Explaining Exceptional Values in Categorical Data. DS 2019: 319-334 - [c56]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: 632-637 - [i9]Fabrizio Angiulli:
CFOF: A Concentration Free Measure for Anomaly Detection. CoRR abs/1901.04992 (2019) - 2018
- [j36]Fabrizio Angiulli, Estela Narvaez:
Pruning strategies for nearest neighbor competence preservation learners. Neurocomputing 308: 8-20 (2018) - [j35]Fabrizio Angiulli, Luciano Argento, Angelo Furfaro, Andrea Parise:
A hierarchical hybrid framework for modelling anomalous behaviours. Simul. Model. Pract. Theory 82: 103-115 (2018) - [j34]Fabrizio Angiulli, Luciano Argento, Angelo Furfaro:
Exploiting Content Spatial Distribution to Improve Detection of Intrusions. ACM Trans. Internet Techn. 18(2): 25:1-25:21 (2018) - [c55]Fabrizio Angiulli, Fabio Fassetti, Angelo Furfaro, Antonio Piccolo, Domenico Saccà:
Achieving Service Accountability Through Blockchain and Digital Identity. CAiSE Forum 2018: 16-23 - [c54]Fabrizio Angiulli, Luciano Argento, Angelo Furfaro:
Effectiveness of Content Spatial Distribution Analysis in Securing IoT Environments. FiCloud 2018: 41-46 - [c53]Luciano Argento, Fabrizio Angiulli, Angelo Furfaro:
Detection, Prevention and Simulation Approaches to Address Anomalies in Cyber Security. SEBD 2018 - [p1]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Ursino:
A Tour from Regularities to Exceptions. A Comprehensive Guide Through the Italian Database Research 2018: 307-322 - 2017
- [j33]Fabrizio Angiulli, Fabio Fassetti, Giuseppe Manco, Luigi Palopoli:
Outlying property detection with numerical attributes. Data Min. Knowl. Discov. 31(1): 134-163 (2017) - [j32]Fabrizio Angiulli:
On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness. J. Mach. Learn. Res. 18: 170:1-170:60 (2017) - [c52]Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
Modular Construction of Minimal Models. LPNMR 2017: 43-48 - [c51]Fabrizio Angiulli:
Concentration Free Outlier Detection. ECML/PKDD (1) 2017: 3-19 - 2016
- [j31]Fabrizio Angiulli, Fabio Fassetti:
Toward Generalizing the Unification with Statistical Outliers: The Gradient Outlier Factor Measure. ACM Trans. Knowl. Discov. Data 10(3): 27:1-27:26 (2016) - [j30]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
GPU Strategies for Distance-Based Outlier Detection. IEEE Trans. Parallel Distrib. Syst. 27(11): 3256-3268 (2016) - [c50]Fabrizio Angiulli, Fabio Fassetti, Estela Narvaez:
Anomaly Detection in Networks with Temporal Information. DS 2016: 359-375 - [c49]Rachel Ben-Eliyahu-Zohary, Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
Decomposing Minimal Models. KnowProS@IJCAI 2016 - 2015
- [j29]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Restricted default theories: Expressive power and outlier detection tasks. Theor. Comput. Sci. 564: 107-130 (2015) - [c48]Fabrizio Angiulli, Estela Narvaez:
Pruning Nearest Neighbor Competence Preservation Learners. ICTAI 2015: 943-949 - [c47]Fabrizio Angiulli, Luciano Argento, Angelo Furfaro:
Exploiting N-Gram Location for Intrusion Detection. ICTAI 2015: 1093-1098 - [c46]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli:
Exploiting the HEF property to check model minimality. SEBD 2015: 351-357 - 2014
- [j28]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli:
On the tractability of minimal model computation for some CNF theories. Artif. Intell. 210: 56-77 (2014) - [j27]Fabrizio Angiulli, Fabio Fassetti:
Exploiting domain knowledge to detect outliers. Data Min. Knowl. Discov. 28(2): 519-568 (2014) - [c45]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Accelerating outlier detection with intra- and inter-node parallelism. HPCS 2014: 476-483 - [i8]Fabrizio Angiulli, Luciano Argento, Angelo Furfaro:
PCkAD: an unsupervised intrusion detection technique exploiting within payload n-gram location distribution. CoRR abs/1412.3664 (2014) - 2013
- [j26]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): 77-89 (2013) - [j25]Fabrizio Angiulli, Fabio Fassetti:
Nearest Neighbor-Based Classification of Uncertain Data. ACM Trans. Knowl. Discov. Data 7(1): 1:1-1:35 (2013) - [j24]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
Discovering Characterizations of the Behavior of Anomalous Subpopulations. IEEE Trans. Knowl. Data Eng. 25(6): 1280-1292 (2013) - [j23]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Distributed Strategies for Mining Outliers in Large Data Sets. IEEE Trans. Knowl. Data Eng. 25(7): 1520-1532 (2013) - [c44]Fabrizio Angiulli, Fabio Fassetti:
Outlier Detection with Arbitrary Probability Functions. AI*IA 2013: 421-432 - [c43]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
Fast outlier detection using a GPU. HPCS 2013: 143-150 - [c42]Fabrizio Angiulli, Luigi Palopoli:
Outlier detection: tasks and techniques. SEBD 2013: 1-2 - [c41]Fabrizio Angiulli, Fabio Fassetti:
Principal Directions-Based Pivot Placement. SISAP 2013: 85-90 - [i7]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Giuseppe Manco:
Outlying Property Detection with Numerical Attributes. CoRR abs/1306.3558 (2013) - [i6]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti, Luigi Palopoli:
On the Tractability of Minimal Model Computation for Some CNF Theories. CoRR abs/1310.8120 (2013) - 2012
- [j22]Fabrizio Angiulli:
Prototype-Based Domain Description for One-Class Classification. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1131-1144 (2012) - [j21]Fabrizio Angiulli, Fabio Fassetti:
Indexing Uncertain Data in General Metric Spaces. IEEE Trans. Knowl. Data Eng. 24(9): 1640-1657 (2012) - 2011
- [i5]Fabrizio Angiulli, Fabio Fassetti:
Uncertain Nearest Neighbor Classification. CoRR abs/1108.2054 (2011) - [i4]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Tractable Strong Outlier Identification. CoRR abs/1109.4623 (2011) - 2010
- [j20]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Outlier detection for simple default theories. Artif. Intell. 174(15): 1247-1253 (2010) - [j19]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): 179-228 (2010) - [j18]Fabrizio Angiulli, Fabio Fassetti:
Distance-based outlier queries in data streams: the novel task and algorithms. Data Min. Knowl. Discov. 20(2): 290-324 (2010) - [j17]Fabrizio Angiulli, Annabella Astorino:
Scaling up support vector machines using nearest neighbor condensation. IEEE Trans. Neural Networks 21(2): 351-357 (2010) - [c40]Fabrizio Angiulli, Elio Masciari:
Effectively Monitoring RFID Based Systems. ADBIS 2010: 31-45 - [c39]Elio Masciari, Fabrizio Angiulli:
SMART: Simple Monitoring Enterprise Activities by RFID Tags. CAiSE Forum 2010 - [c38]Fabrizio Angiulli, Stefano Basta, Stefano Lodi, Claudio Sartori:
A Distributed Approach to Detect Outliers in Very Large Data Sets. Euro-Par (1) 2010: 329-340 - [c37]Fabio Fassetti, Fabrizio Angiulli:
Finding Distance-based Outliers in Subspaces through Both Positive and Negative Examples. ICAART (1) 2010: 5-10 - [c36]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Domenico Trimboli:
Detection of Discriminating Rules. ICAART (1) 2010: 169-177
2000 – 2009
- 2009
- [j16]Fabrizio Angiulli, Fabio Fassetti:
DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets. ACM Trans. Knowl. Discov. Data 3(1): 4:1-4:57 (2009) - [j15]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
Detecting outlying properties of exceptional objects. ACM Trans. Database Syst. 34(1): 7:1-7:62 (2009) - [c35]Fabrizio Angiulli, Fabio Fassetti:
Outlier Detection Using Inductive Logic Programming. ICDM 2009: 693-698 - [r1]Fabrizio Angiulli:
Outlier Detection Techniques for Data Mining. Encyclopedia of Data Warehousing and Mining 2009: 1483-1488 - 2008
- [j14]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Outlier detection using default reasoning. Artif. Intell. 172(16-17): 1837-1872 (2008) - [j13]Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti:
Random walk biclustering for microarray data. Inf. Sci. 178(6): 1479-1497 (2008) - [c34]Fabrizio Angiulli:
Prototype-based Domain Description. ECAI 2008: 107-111 - [c33]Fabrizio Angiulli, Gianluigi Folino:
A grid-based architecture for nearest neighbor based condensation of huge datasets. UPGRADE-CN 2008: 13-20 - [c32]Fabrizio Angiulli, Stefano Basta:
Optimal Subset Selection for Classification through SAT Encodings. IFIP AI 2008: 309-318 - [c31]Fabrizio Angiulli, Fabio Fassetti:
An Efficient Method for Outlier Detection. SEBD 2008: 326-333 - [c30]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
An Unsupervised Outlier Detection Approach for Cleaning String Data Entries. SEBD 2008: 358-365 - 2007
- [j12]Fabrizio Angiulli:
Condensed Nearest Neighbor Data Domain Description. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1746-1758 (2007) - [j11]Fabrizio Angiulli:
Fast Nearest Neighbor Condensation for Large Data Sets Classification. IEEE Trans. Knowl. Data Eng. 19(11): 1450-1464 (2007) - [j10]Fabrizio Angiulli, Gianluigi Folino:
Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets. IEEE Trans. Knowl. Data Eng. 19(12): 1593-1606 (2007) - [j9]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli:
Outlier detection by logic programming. ACM Trans. Comput. Log. 9(1): 7 (2007) - [c29]Fabrizio Angiulli, Fabio Fassetti:
Very efficient mining of distance-based outliers. CIKM 2007: 791-800 - [c28]Fabrizio Angiulli, Fabio Fassetti:
Detecting distance-based outliers in streams of data. CIKM 2007: 811-820 - [c27]Fabrizio Angiulli, Gianluigi Folino:
Efficient Distributed Data Condensation for Nearest Neighbor Classification. Euro-Par 2007: 338-347 - [c26]Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo:
Protein Data Condensation for Effective Quaternary Structure Classification. IDEAL 2007: 810-820 - [c25]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli, Domenico Trimboli:
The LP-OD System: Logic Programming Meets Outlier Detection. LPNMR 2007: 254-259 - 2006
- [j8]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Distance-Based Detection and Prediction of Outliers. IEEE Trans. Knowl. Data Eng. 18(2): 145-160 (2006) - [c24]Fabrizio Angiulli:
Clustering by Exceptions. AAAI 2006: 312-317 - [c23]Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti:
A Greedy Search Approach to Co-clustering Sparse Binary Matrices. ICTAI 2006: 363-370 - [c22]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli:
Detecting and Repairing Anomalous Evolutions in Noisy Environments: Logic Programming Formalization and Complexity Results. IFIP AI 2006: 41-50 - [c21]Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli:
Un Metodo per la Scoperta di Proprietà Inattese. SEBD 2006: 321-328 - 2005
- [j7]Fabrizio Angiulli:
Enumerating consistent metaquery instantiations. AI Commun. 18(2): 117-141 (2005) - [j6]Fabrizio Angiulli, Clara Pizzuti:
An approximate algorithm for top-k closest pairs join query in large high dimensional data. Data Knowl. Eng. 53(3): 263-281 (2005) - [j5]Fabrizio Angiulli, Clara Pizzuti:
Approximate k-Closest-Pairs in Large High-Dimensional Data Sets. J. Math. Model. Algorithms 4(2): 149-179 (2005) - [j4]Fabrizio Angiulli, Clara Pizzuti:
Outlier Mining in Large High-Dimensional Data Sets. IEEE Trans. Knowl. Data Eng. 17(2): 203-215 (2005) - [c20]Fabrizio Angiulli, Clara Pizzuti:
Gene Expression Biclustering Using Random Walk Strategies. DaWaK 2005: 509-519 - [c19]Fabrizio Angiulli:
Fast condensed nearest neighbor rule. ICML 2005: 25-32 - [c18]Fabrizio Angiulli:
Condensed Nearest Neighbor Data Domain Description. IDA 2005: 12-23 - [c17]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Detection and prediction of distance-based outliers. SAC 2005: 537-542 - 2004
- [j3]Fabrizio Angiulli, Giovambattista Ianni, Luigi Palopoli:
On the complexity of inducing categorical and quantitative association rules. Theor. Comput. Sci. 314(1-2): 217-249 (2004) - [c16]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Improving Prediction of Distance-Based Outliers. Discovery Science 2004: 89-100 - [c15]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli:
Detecting Outliers via Logical Theories and Its Data Complexity. Discovery Science 2004: 101-113 - [c14]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Outlier Detection Using Disjunctive Logic Programming. ECAI 2004: 416-419 - [c13]Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo:
DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. IDEAL 2004: 203-210 - [c12]Fabrizio Angiulli, Clara Pizzuti:
Top-k Closest Pairs Join Query: An Approximate Algorithm for Large High Dimensional Data. IDEAS 2004: 103-110 - [c11]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli:
Discovering Anomalies in Evidential Knowledge by Logic Programming. JELIA 2004: 578-590 - [i3]Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli:
Outlier Detection by Logic Programming. CoRR cs.AI/0409019 (2004) - 2003
- [j2]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Giovambattista Ianni, Luigi Palopoli:
Computational properties of metaquerying problems. ACM Trans. Comput. Log. 4(2): 149-180 (2003) - [c10]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary:
Exploiting Default Logic to Detect Outliers. APPIA-GULP-PRODE 2003: 86-96 - [c9]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Outlier Detection Using Default Logic. Answer Set Programming 2003 - [c8]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Luigi Palopoli:
Outlier Detection Using Default Logic. IJCAI 2003: 833-838 - 2002
- [c7]Fabrizio Angiulli, Clara Pizzuti:
Approximate k -Closest-Pairs with Space Filling Curves. DaWaK 2002: 124-134 - [c6]Fabrizio Angiulli, Clara Pizzuti:
Fast Outlier Detection in High Dimensional Spaces. PKDD 2002: 15-26 - 2001
- [c5]Fabrizio Angiulli, Giovambattista Ianni, Luigi Palopoli:
On the Complexity of Mining Association Rules. SEBD 2001: 177-184 - [i2]Fabrizio Angiulli, Giovambattista Ianni, Luigi Palopoli:
On the complexity of inducing categorical and quantitative association rules. CoRR cs.CC/0111009 (2001) - [i1]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Giovambattista Ianni, Luigi Palopoli:
Computational Properties of Metaquerying Problems. CoRR cs.DB/0106012 (2001) - 2000
- [c4]Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Giovambattista Ianni, Luigi Palopoli:
Computational Properties of Metaquerying Problems. PODS 2000: 237-244 - [c3]Fabrizio Angiulli, Giovambattista Ianni, Luigi Palopoli:
Metaquerying: proprietà e tecniche di implementazione. SEBD 2000: 317-330
1990 – 1999
- 1997
- [j1]Fabrizio Angiulli, Luigi Palopoli, Riccardo Torlone:
THE GPR System: An Architecture for Integrating Active and Deductive Rules on Complex Database Objects. TAPOS 3(4): 285-301 (1997) - 1995
- [c2]Fabrizio Angiulli, F. De Marte, Luigi Palopoli, Riccardo Torlone:
The GPR System: an Architecture for Integrating Active and Deductive Rules. SEBD 1995: 35-53 - 1994
- [c1]Fabrizio Angiulli, Nicola Leone, Fabio Messina, Massimo Romeo:
Collegamento di Basi di Dati Orientate agli Oggetti a Basi di Dati Relazionali Remote. SEBD 1994: 397-406
Coauthor Index
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