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Elio Masciari

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affiliation: University of Naples Federico II, Italy

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2020 – today

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2025
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Carlos Ordonez, Giancarlo Sperlì, Elio Masciari, Ladjel Bellatreche:
Model and Data Engineering - 13th International Conference, MEDI 2024, Naples, Italy, November 18-20, 2024, Proceedings. Lecture Notes in Computer Science 15590, Springer 2025, ISBN 978-3-031-87718-6 [contents]
2024
[j30]
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Elio Masciari, Areeba Umair, Muhammad Habib Ullah:
A Systematic Literature Review on AI-Based Recommendation Systems and Their Ethical Considerations. IEEE Access 12: 121223-121241 (2024)
[j29]
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Michelangelo Ceci, Sergio Flesca, Giuseppe Manco, Elio Masciari:
Special issue on intelligent systems. J. Intell. Inf. Syst. 62(4): 883-886 (2024)
[j28]
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Areeba Umair, Elio Masciari:
Sentiment Analysis Using Improved CT-BERT_CONVLayer Fusion Model for COVID-19 Vaccine Recommendation. SN Comput. Sci. 5(7): 931 (2024)
[c145]
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Enea Vincenzo Napolitano, Elio Masciari, Carlos Ordonez:
Integrating Flow and Structure in Diagrams for Data Science. IEEE Big Data 2024: 5769-5774
[c144]
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Simona Fioretto, Elio Masciari:
A Conceptual Framework for Predictive Process Monitoring in Public Administration. CISIS 2024: 423-431
[c143]
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Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Machine Learning for KPI Development in Public Administration. DATA 2024: 522-527
[c142]
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Elio Masciari, Enea Vincenzo Napolitano:
Sustainability and High Performance Computing. iiWAS (2) 2024: 237-242
[c141]
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Simona Fioretto, Dino Ienco, Roberto Interdonato, Elio Masciari:
Integrating Predictive Process Monitoring Techniques in Smart Agriculture. ISMIS 2024: 306-313
[c140]
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Flora Amato, Giovanni Maria De Filippis, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Vincenzo Moscato, Antonio Maria Rinaldi, Cristiano Russo, Carlo Sansone, Cristian Tommasino:
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 141-146
[c139]
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Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Enea Vincenzo Napolitano, Giuseppe Pontillo, Marco Postiglione, Cristiano Russo, Cristian Tommasino, Antonio Maria Rinaldi, Vincenzo Moscato, Carlo Sansone:
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 348-353
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Elio Masciari, Enea Vincenzo Napolitano:
The Environmental Cost of High Performance Computing System Simulation. PDP 2024: 289-292
[c137]
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Flavia Indrio, Elio Masciari, Flavia Marchese, Matteo Rinaldi, Gianfranco Maffei, Enea Vincenzo Napolitano, Isadora Beghetti, Luigi Corvaglia, Arianna Aceti:
Infantile Predictors of Functional Gastrointestinal Disorders: A Machine Learning Approach to Risk Assessment. SEBD 2024: 422-430
[c136]
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Elio Masciari, Enea Vincenzo Napolitano:
Environmental Sustainability of AI: Estimating CO₂e Emissions Across Cloud, Edge, and Fog Paradigms. WISE (PhD Symposium, Demos and Workshops) 2024: 409-418
[e23]
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Le Gruenwald, Elio Masciari, Jorge Bernardino:
Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2024, Volume 3: KMIS, Porto, Portugal, November 17-19, 2024. SCITEPRESS 2024, ISBN 978-989-758-716-0 [contents]
[e22]
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Sergio Di Martino, Carlo Sansone, Elio Masciari, Silvia Rossi, Michela Gravina:
Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024. CEUR Workshop Proceedings 3762, CEUR-WS.org 2024 [contents]
[i2]
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  - journals/corr/abs-2412-09142
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Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
A Brief Discussion on KPI Development in Public Administration. CoRR abs/2412.09142 (2024)
2023
[j27]
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Michele Ianni, Elio Masciari:
SCOUT: Security by computing OUTliers on activity logs. Comput. Secur. 132: 103355 (2023)
[j26]
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Areeba Umair, Elio Masciari:
Sentimental and spatial analysis of COVID-19 vaccines tweets. J. Intell. Inf. Syst. 60(1): 1-21 (2023)
[j25]
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Areeba Umair, Elio Masciari, Muhammad Habib Ullah:
Vaccine sentiment analysis using BERT + NBSVM and geo-spatial approaches. J. Supercomput. 79(15): 17355-17385 (2023)
[c135]
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Areeba Umair, Elio Masciari:
Sentiment Analysis based COVID-19 Vaccine Recommender System. BIBM 2023: 4251-4258
[c134]
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Areeba Umair, Elio Masciari:
An Advanced BERT LayerSum Model for Sentiment Classification of COVID-19 Tweets. DATA 2023: 144-151
[c133]
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Flora Amato, Simona Fioretto, Eugenio Forgillo, Elio Masciari, Nicola Mazzocca, Sabrina Merola, Enea Vincenzo Napolitano:
Evolving Justice Sector: An Innovative Proposal for Introducing AI-Based Techniques in Court Offices. EGOVIS 2023: 75-88
[c132]
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Arianna Anniciello, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Digital Twins for Traffic Congestion in Smart Cities: A Novel Solution Using Data Mining Techniques. KMIS 2023: 241-248
[c131]
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Enea Vincenzo Napolitano, Simona Fioretto, Elio Masciari, Arianna Anniciello:
How Pandemic Affected the Adoption of e-Health Systems. IDEAS 2023: 94-98
[c130]
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Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Dossier Classification to Support Workflow Management Optimization. NUMTA (3) 2023: 286-292
[c129]
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Areeba Umair, Elio Masciari:
An Innovative Sentiment Analysis Model for COVID-19 Tweets. NUMTA (3) 2023: 353-361
[c128]
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Arianna Anniciello, Elio Masciari:
A Judgment Aggregation Method for Fuzzy Multi Criteria Decision Making. PDP 2023: 283-290
[c127]
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Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
A Joint Analysis of Trajectory Mining and Process Mining for Smartphone User Behaviour. PKDD/ECML Workshops (3) 2023: 562-569
[c126]
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Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Can the Study of Trajectories Help to Extract Information from Business Processes? PMAI@IJCAI 2023: 13-24
[c125]
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Flora Amato, Simona Fioretto, Eugenio Forgillo, Elio Masciari, Nicola Mazzocca, Sabrina Merola, Enea Vincenzo Napolitano:
Introducing AI-Based Techniques in the Justice Sector: A Proposal for Digital Transformation of Court Offices. SEBD 2023: 497-504
[e21]
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Ana Fred, David Aveiro, Jan L. G. Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe:
Knowledge Discovery, Knowledge Engineering and Knowledge Management - 13th International Joint Conference, IC3K 2021, Virtual Event, October 25-27, 2021, Revised Selected Papers. Communications in Computer and Information Science 1718, Springer 2023, ISBN 978-3-031-35923-1 [contents]
[e20]
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Frans Coenen, Ana Fred, David Aveiro, Jan L. G. Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe:
Knowledge Discovery, Knowledge Engineering and Knowledge Management - 14th International Joint Conference, IC3K 2022, Valletta, Malta, October 24-26, 2022, Revised Selected Papers. Communications in Computer and Information Science 1842, Springer 2023, ISBN 978-3-031-43470-9 [contents]
[e19]
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Le Gruenwald, Elio Masciari, Colette Rolland, Jorge Bernardino:
Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023, Volume 3: KMIS, Rome, Italy, November 13-15, 2023. SCITEPRESS 2023, ISBN 978-989-758-671-2 [contents]
[e18]
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Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami:
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I. Communications in Computer and Information Science 1752, Springer 2023, ISBN 978-3-031-23617-4 [contents]
[e17]
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Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami:
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II. Communications in Computer and Information Science 1753, Springer 2023, ISBN 978-3-031-23632-7 [contents]
2022
[j24]
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Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí:
A comprehensive Benchmark for fake news detection. J. Intell. Inf. Syst. 59(1): 237-261 (2022)
[c124]
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Arianna Anniciello, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Covid-19 impact on health information technology: the rapid rise of e-Health and Big Data driven innovation of healthcare processes. BIBM 2022: 2759-2764
[c123]
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Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella:
Clustered Majority Judgement. DATA 2022: 512-519
[c122]
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Areeba Umair, Elio Masciari:
Human sentiments monitoring during COVID-19 using AI-based modeling. FNC/MobiSPC/SEIT 2022: 753-758
[c121]
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Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella:
Decision Making with Clustered Majority Judgment. KDIR 2022: 134-140
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Areeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah:
Applications of Majority Judgement for Winner Selection in Eurovision Song Contest. IDEAS 2022: 113-119
[c119]
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Arianna Anniciello, Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella:
Decision making with Clustered Majority Judgment. IDEAS 2022: 156-160
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Areeba Umair, Elio Masciari:
Using High Performance Approaches to Covid-19 Vaccines Sentiment Analysis. PDP 2022: 197-204
[c117]
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Michele Ianni, Elio Masciari:
Some Experiments on High Performance Anomaly Detection. PDP 2022: 226-229
[c116]
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Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella:
Cluster Algorithm for Social Choice. PKDD/ECML Workshops (1) 2022: 227-237
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Areeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah:
Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM. PKDD/ECML Workshops (1) 2022: 238-247
[c114]
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Areeba Umair, Elio Masciari:
A Survey of Sentimental Analysis Methods on COVID-19 Research. SEBD 2022: 167-174
[c113]
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Arianna Anniciello, Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella:
Clustered Majority Judgement. SEBD 2022: 461-472
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Jorge Bernardino, Elio Masciari, Colette Rolland, Joaquim Filipe:
Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2022, Volume 3: KMIS, Valletta, Malta, October 24-26, 2022. SCITEPRESS 2022, ISBN 978-989-758-614-9 [contents]
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Michelangelo Ceci, Sergio Flesca, Elio Masciari, Giuseppe Manco, Zbigniew W. Ras:
Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3-5, 2022, Proceedings. Lecture Notes in Computer Science 13515, Springer 2022, ISBN 978-3-031-16563-4 [contents]
2021
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Michele Ianni, Elio Masciari, Giancarlo Sperlí:
A survey of Big Data dimensions vs Social Networks analysis. J. Intell. Inf. Syst. 57(1): 73-100 (2021)
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Areeba Umair, Elio Masciari:
Artificial Intelligence Based Analysis of Positive and Negative Tweets Towards COVID-19 Vaccines. BIBM 2021: 3171-3177
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Oscar Tamburis, Elio Masciari, Christian Esposito, Gerardo Fatone:
Data Mining for Animal Health to Improve Human Quality of Life: Insights from a University Veterinary Hospital. DATA 2021: 157-164
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Oscar Tamburis, Elio Masciari, Gerardo Fatone:
Exploratory analysis of methods for automated classification of clinical diagnoses in Veterinary Medicine. IDEAS 2021: 141-148
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Areeba Umair, Elio Masciari, Muhammad Habib Ullah:
Sentimental Analysis Applications and Approaches during COVID-19: A Survey. IDEAS 2021: 304-308
[c108]
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Nunziato Cassavia, Elio Masciari:
Sigma: a Scalable High Performance Big Data Architecture. PDP 2021: 236-239
[c107]
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Michele Ianni, Elio Masciari:
A compact encoding of security logs for high performance activity detection. PDP 2021: 240-244
[c106]
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Oscar Tamburis, Elio Masciari, Gerardo Fatone:
Development of a decision tree model to improve case detection via information extraction from veterinary Electronic Medical Records. SEBD 2021: 105-115
[c105]
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Alessio Botta, Elio Masciari:
A Research Infrastructure for E-Health Big Data Analytics. SEBD 2021: 185-191
[c104]
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Michele Ianni, Elio Masciari:
Some experiments on activity outlier detection (Discussion Paper). SEBD 2021: 251-258
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Jorge Bernardino, Elio Masciari, Colette Rolland, Joaquim Filipe:
Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2021, Volume 3: KMIS, Online Streaming, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-533-3 [contents]
[e13]
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Sergio Greco, Maurizio Lenzerini, Elio Masciari, Andrea Tagarelli:
Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021. CEUR Workshop Proceedings 2994, CEUR-WS.org 2021 [contents]
2020
[j22]
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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Mario Mezzanzanica, Carlo Zaniolo:
Fast and effective Big Data exploration by clustering. Future Gener. Comput. Syst. 102: 84-94 (2020)
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Leveraging Machine Learning for Fake News Detection. DATA 2020: 151-157
[c102]
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Detecting fake news by image analysis. IDEAS 2020: 27:1-27:5
[c101]
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A Deep Learning Approach to Fake News Detection. ISMIS 2020: 113-122
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Mario Ciampi, Giuseppe De Pietro, Elio Masciari, Stefano Silvestri:
Health Data Information Retrieval For Improved Simulation. PDP 2020: 364-368
[c99]
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Mario Ciampi, Giuseppe De Pietro, Elio Masciari, Stefano Silvestri:
Some lessons learned using health data literature for smart information retrieval. SAC 2020: 931-934
[c98]
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Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna:
Smart Data Exchange. SEBD 2020: 24-31
[c97]
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Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Some experiments on Deep Learning for Fake News Detection. SEBD 2020: 108-115
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Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla:
ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Communications in Computer and Information Science 1323, Springer 2020, ISBN 978-3-030-65964-6 [contents]
[e11]
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Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, - Würzburg, Germany, September 16, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11948, Springer 2020, ISBN 978-3-030-48860-4 [contents]
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
Complex Pattern Mining - New Challenges, Methods and Applications. Studies in Computational Intelligence 880, Springer 2020, ISBN 978-3-030-36616-2 [contents]

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Elio Masciari, Domenico Saccà, Irina Trubitsyna:
Simple User Assistance by Data Posting. AIKE 2019: 73-80
[c95]
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Mario Ciampi, Elio Masciari, Giuseppe De Pietro, Stefano Silvestri:
A Big Data Approach for Health Data Information Retrieval. BIBM 2019: 2533-2540
[c94]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
On the effectiveness of MH-based joint-decoders for very short Tardos fingerprinting codes. CoDIT 2019: 928-933
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Michele Ianni, Elio Masciari, Domenico Saccà:
An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique. DATA 2019: 203-208
[c92]
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Sergio Greco, Elio Masciari, Domenico Saccà, Irina Trubitsyna:
HIKE: A Step Beyond Data Exchange. ER 2019: 423-438
[c91]
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Elio Masciari, Domenico Saccà, Irina Trubitsyna:
An Effective System for User Queries Assistance. FQAS 2019: 361-373
[c90]
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Elio Masciari, Irina Trubitsyna, Domenico Saccà:
Simplified data posting in practice. IDEAS 2019: 29:1-29:7
[c89]
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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo:
How to implement a big data clustering algorithm: a brief report on lesson learned. SAC 2019: 1073-1080
[c88]
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Michele Ianni, Elio Masciari, Domenico Saccà:
Exotic Compilers as a Malware Evasion Technique. SEBD 2019
[c87]
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Elio Masciari, Domenico Saccà, Irina Trubitsyna:
Simple User Assistance by Data Posting. SEBD 2019
[p2]
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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice:
High Performance Computing by the Crowd. Intelligent Methods and Big Data in Industrial Applications 2019: 91-101
2018
[j21]
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Enrico Bazzi, Nunziato Cassavia, Davide Chiggiato, Elio Masciari, Domenico Saccà, Alessandra Spada, Irina Trubitsyna:
Evaluating User Behaviour in a Cooperative Environment. Inf. 9(12): 303 (2018)
[j20]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri:
Efficiently interpreting traces of low level events in business process logs. Inf. Syst. 73: 1-24 (2018)
[j19]
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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Chiara Pulice:
Distributed computing by leveraging and rewarding idling user resources from P2P networks. J. Parallel Distributed Comput. 122: 81-94 (2018)
[c86]
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Mario Ciampi, Angelo Esposito, Giuseppe De Pietro, Elio Masciari, Mario Sicuranza:
Big Data and Health Care: a lesson learned. BIBM 2018: 2068-2075
[c85]
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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo:
Clustering Big Data. DATA 2018: 276-282
[c84]
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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo:
Efficient Big Data Clustering. IDEAS 2018: 103-109
[c83]
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Michele Ianni, Elio Masciari:
Trusted Environments for Volunteer Computing. IRI 2018: 526-529
[c82]
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Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà:
An Analysis on User Searches Effects. iThings/GreenCom/CPSCom/SmartData 2018: 916-921
[c81]
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Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo:
Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications. PDP 2018: 558-561
[c80]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
A Novel Accusation Model for Document Fingerprinting. SEBD 2018
[c79]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri:
On the Interpretation of Traces of Low Level Events in Business Process Logs. SEBD 2018
[c78]
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Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà, Irina Trubitsyna:
Evaluating the Influence of User Searches on Neighbors. WETICE 2018: 165-170
[p1]
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Stefano Basta, Giuseppe Manco, Elio Masciari, Luigi Pontieri:
20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions. A Comprehensive Guide Through the Italian Database Research 2018: 353-374
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Sergio Flesca, Sergio Greco, Elio Masciari, Domenico Saccà:
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years. Studies in Big Data 31, Springer International Publishing 2018, ISBN 978-3-319-61892-0 [contents]
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Bipin C. Desai, Sergio Flesca, Ester Zumpano, Elio Masciari, Luciano Caroprese:
Proceedings of the 22nd International Database Engineering & Applications Symposium, IDEAS 2018, Villa San Giovanni, Italy, June 18-20, 2018. ACM 2018 [contents]
[e7]
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Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10785, Springer 2018, ISBN 978-3-319-78679-7 [contents]
2017
[j18]
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Giuseppe M. Mazzeo, Elio Masciari, Carlo Zaniolo:
A fast and accurate algorithm for unsupervised clustering around centroids. Inf. Sci. 400: 63-90 (2017)
[j17]
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Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà:
Discovering User Behavioral Features to Enhance Information Search on Big Data. ACM Trans. Interact. Intell. Syst. 7(2): 7:1-7:33 (2017)
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Nunziato Cassavia, Sergio Flesca, Elio Masciari:
Choose The Best!: Ranking Group of Users In Collaborative Networks. ASONAM 2017: 1209-1216
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
Effective Document Fingerprinting. BICOD 2017: 160-164
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Nunziato Cassavia, Elio Masciari, Domenico Saccà:
An Open Source System for Big Data Warehousing. DATA 2017: 306-313
[c74]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
WFinger: a joint-decoder for very short Tardos fingerprinting codes. IDEAS 2017: 176-183
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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice:
Effective High Performance Computing using Peer To Peer Networks. HPCS 2017: 32-36
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Nunziato Cassavia, Elio Masciari, Domenico Saccà:
Effective Information Spreading in Social Networks. IRI 2017: 599-606
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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice:
A Peer to Peer Approach to Efficient High Performance Computing. PDP 2017: 539-542
[c70]
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Michele Ianni, Elio Masciari:
Trusted Volunteer Computing. SEBD 2017: 73
[c69]
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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice:
Efficient High Performance Computing by user networks. SEBD 2017: 309
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - 5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10312, Springer 2017, ISBN 978-3-319-61460-1 [contents]
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Sergio Flesca, Sergio Greco, Elio Masciari, Domenico Saccà:
Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017. CEUR Workshop Proceedings 2037, CEUR-WS.org 2017 [contents]
2016
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari:
Recent advances in mining patterns from complex data. J. Intell. Inf. Syst. 47(1): 1-3 (2016)
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Nunziato Cassavia, Mario Ciampi, Giuseppe De Pietro, Elio Masciari:
A Big Data Approach For Querying Data in EHR Systems. IDEAS 2016: 212-217
[c67]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice:
How, Who and When: Enhancing Business Process Warehouses By Graph Based Queries. IDEAS 2016: 242-247
[c66]
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Nunziato Cassavia, Mario Ciampi, Giuseppe De Pietro, Elio Masciari:
Enhancing EHR Systems Interoperability by Big Data Techniques. ITBAM 2016: 34-48
[c65]
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Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà:
A Framework Enhancing the User Search Activity Through Data Posting. RuleML 2016: 287-304
[c64]
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Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà:
Enhanced User Search Activity by Big Data Tools. SEBD 2016: 206-213
[c63]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice:
Efficient Analysis of Process Logs. SEBD 2016: 214-221
[c62]
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Bettina Fazzinga, Filippo Furfaro, Elio Masciari, Giuseppe M. Mazzeo:
Privacy or Security?: Take A Look And Then Decide. SSDBM 2016: 23:1-23:4
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Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9607, Springer 2016, ISBN 978-3-319-39314-8 [contents]
2015
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Elio Masciari:
An end to end framework for building data cubes over trajectory data streams. J. Intell. Inf. Syst. 45(2): 131-164 (2015)
[c61]
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Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà:
Surfing Big Data Warehouses for Effective Information Gathering. DATA 2015: 373-377
[c60]
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Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska:
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. IDEAS 2015: 62-71
[c59]
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Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà:
Improving tourist experience by Big Data tools. HPCS 2015: 553-556
[c58]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice:
A Framework Supporting the Analysis of Process Logs Stored in Either Relational or NoSQL DBMSs. ISMIS 2015: 52-58
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri:
A Probabilistic Unified Framework for Event Abstraction and Process Detection from Log Data. OTM Conferences 2015: 320-328
[c56]
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Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska:
VIPOC Project Research Summary (Discussion Paper). SEBD 2015: 208-215
[c55]
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Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Marco Oliverio, Carlo Zaniolo:
Hierarchical Big Data Clustering (Discussion Paper). SEBD 2015: 224-231
[c54]
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Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà:
Effective Big Data Warehouses Surfing (Discussion Paper). SEBD 2015: 264-271
[c53]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri:
A compression-based framework for the efficient analysis of business process logs. SSDBM 2015: 6:1-6:12
[e3]
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8983, Springer 2015, ISBN 978-3-319-17875-2 [contents]
2014
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Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo:
Analysing microarray expression data through effective clustering. Inf. Sci. 262: 32-45 (2014)
[j13]
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Gianni Costa, Giuseppe Manco, Elio Masciari:
Dealing with trajectory streams by clustering and mathematical transforms. J. Intell. Inf. Syst. 42(1): 155-177 (2014)
[j12]
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Giuseppe Manco:
Mining complex patterns. J. Intell. Inf. Syst. 42(2): 179-180 (2014)
[c52]
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Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà:
Data Preparation for Tourist Data Big Data Warehousing. DATA 2014: 419-426
[c51]
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Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura:
Innovative power operating center management exploiting big data techniques. IDEAS 2014: 326-329
[c50]
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Pietro Hiram Guzzi, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo:
A Discussion on the Biological Relevance of Clustering Results. ITBAM 2014: 30-44
[c49]
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Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà:
Effective Analysis Of Massive Tourist Information Flows. SEBD 2014: 345-352
[c48]
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Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura:
Big Data Techniques For Renewable Energy Market. SEBD 2014: 369-377
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8399, Springer 2014, ISBN 978-3-319-08406-0 [contents]
2013
[j11]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
RFID-data compression for supporting aggregate queries. ACM Trans. Database Syst. 38(2): 11 (2013)
[c47]
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Elio Masciari, Shi Gao, Carlo Zaniolo:
Sequential pattern mining from trajectory data. IDEAS 2013: 162-167
[c46]
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Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo:
A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances. PAKDD (2) 2013: 111-122
[c45]
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Elio Masciari, Shi Gao, Carlo Zaniolo:
Trajectory Data Pattern Mining. NFMCP 2013: 51-66
[c44]
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Elio Masciari, Emanuele Panzeri, Gabriella Pasi:
Savo An approach to define flexible structural constraints in XQuery. SEBD 2013: 271-278
[e1]
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Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7765, Springer 2013, ISBN 978-3-642-37381-7 [contents]
2012
[j10]
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Elio Masciari:
SMART: Stream Monitoring enterprise Activities by RFID Tags. Inf. Sci. 195: 25-44 (2012)
[j9]
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Michelangelo Ceci, Pietro Hiram Guzzi, Elio Masciari, Mauro Coluccia, Federica Mandreoli, Massimo Mecella, Fabio Fumarola, Riccardo Martoglia, Wilma Penzo:
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis. SIGHIT Rec. 2(2): 16-21 (2012)
[c43]
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Elio Masciari:
Warehousing and querying trajectory data streams with error estimation. DOLAP 2012: 113-120
[c42]
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Elio Masciari:
Finding homogeneous groups in trajectory streams. IWGS@SIGSPATIAL/GIS 2012: 11-18
[c41]
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Giuseppe Manco, Elio Masciari:
XML class outlier detection. IDEAS 2012: 155-164
[c40]
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Nunzio Cassavia, Elio Masciari:
Efficient MD5 hash reversing using D.E.A. framework for sharing computational resources. IDEAS 2012: 211-215
[c39]
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Michelangelo Ceci, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo:
Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data. ITBAM 2012: 109-123
[c38]
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Alfredo Cuzzocrea, Giuseppe Manco, Elio Masciari:
Effective Detection of XML Outliers. KES 2012: 1221-1232
[c37]
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Gianni Costa, Giuseppe Manco, Elio Masciari:
Effectively Grouping Trajectory Streams. NFMCP 2012: 94-108
[c36]
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Michelangelo Ceci, Mauro Coluccia, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo:
A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis. SEBD 2012: 67-74
2011
[j8]
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Sergio Flesca, Elio Masciari, Andrea Tagarelli:
A Fuzzy Logic Approach to Wrapping PDF Documents. IEEE Trans. Knowl. Data Eng. 23(12): 1826-1841 (2011)
[c35]
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Elio Masciari:
Efficient and Effective Query Answering for Trajectory Cuboids. FQAS 2011: 270-281
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Elio Masciari:
Trajectory Outlier Detection Using an Analytical Approach. ICTAI 2011: 377-384
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Elio Masciari:
Query answering on trajectory cuboids using prime numbers encodings. IDEAS 2011: 214-218
[c32]
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Alfredo Cuzzocrea, Elio Masciari:
Non-separable Transforms for Clustering Trajectories. KES (2) 2011: 571-580
[c31]
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Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo:
A Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances (Extended Abstract). SEBD 2011: 41-48
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Elio Masciari:
Fast and Accurate Trajectory Streams Clustering. SSDBM 2011: 592-593
2010
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Fabrizio Angiulli, Elio Masciari:
Effectively Monitoring RFID Based Systems. ADBIS 2010: 31-45
[c28]
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Elio Masciari, Fabrizio Angiulli:
SMART: Simple Monitoring Enterprise Activities by RFID Tags. CAiSE Forum 2010
[c27]
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Elio Masciari:
Lifting Trajectories for Effective Clustering. ICTAI (1) 2010: 256-259
[c26]
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Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari:
Efficient and Effective RFID Data Warehousing (Extended Abstract). SEBD 2010: 274-281

2000 – 2009

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2009
[c25]
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Elio Masciari:
Trajectory Clustering via Effective Partitioning. FQAS 2009: 358-370
[c24]
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Elio Masciari:
A Framework for Trajectory Clustering. GSN 2009: 102-111
[c23]
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Elio Masciari:
A Complete Framework for Clustering Trajectories. ICTAI 2009: 9-16
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Bettina Fazzinga, Sergio Flesca, Elio Masciari, Filippo Furfaro:
Efficient and effective RFID data warehousing. IDEAS 2009: 251-258
[c21]
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Elio Masciari, Barzan Mozafari:
Sequential Pattern Mining from Trajectory Data. SEBD 2009: 125-132
2008
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Sergio Flesca, Filippo Furfaro, Elio Masciari:
On the minimization of XPath queries. J. ACM 55(1): 2:1-2:46 (2008)
[j6]
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Giuseppe Manco, Elio Masciari, Andrea Tagarelli:
Mining categories for emails via clustering and pattern discovery. J. Intell. Inf. Syst. 30(2): 153-181 (2008)
[c20]
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Bettina Fazzinga, Sergio Flesca, Andrea Tagarelli, Salvatore Garruzzo, Elio Masciari:
A wrapper generation system for PDF documents. SAC 2008: 442-446
[c19]
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Elio Masciari, Giuseppe M. Mazzeo:
A Framework for Outlier Mining in RFID Data. SEBD 2008: 287-293
2007
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Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese:
Exploiting structural similarity for effective Web information extraction. Data Knowl. Eng. 60(1): 222-234 (2007)
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Elio Masciari:
A Framework for Outlier Mining in RFID data. IDEAS 2007: 263-267
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Elio Masciari:
RFID data management for effective objects tracking. SAC 2007: 457-461
2006
[c16]
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Sergio Flesca, Salvatore Garruzzo, Elio Masciari, Andrea Tagarelli:
Wrapping PDF Documents Exploiting Uncertain Knowledge. CAiSE 2006: 175-189
[c15]
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Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà:
Efficiently Representing and Querying Sensor Network Readings on Data Grids. SEBD 2006: 373-382
2005
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Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese:
Fast Detection of XML Structural Similarity. IEEE Trans. Knowl. Data Eng. 17(2): 160-175 (2005)
[c14]
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Alfredo Cuzzocrea, Filippo Furfaro, Sergio Greco, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà:
A Distributed System for Answering Range Queries on Sensor Network Data. PerCom Workshops 2005: 369-373
[c13]
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Sergio Flesca, Salvatore Garruzzo, Elio Masciari, Andrea Tagarelli:
Wrapping PDF Documents: A Preliminary Study. SEBD 2005: 272-283
[i1]
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Elio Masciari, Sergio Flesca, Giuseppe Manco, Luigi Pontieri, Andrea Pugliese:
Exploiting Structural Similarity For Effective Web Information Extraction. Foundations of Semistructured Data 2005
2004
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Sergio Flesca, Giuseppe Manco, Elio Masciari, Eugenio Rende, Andrea Tagarelli:
Web wrapper induction: a brief survey. AI Commun. 17(2): 57-61 (2004)
[c12]
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Sergio Flesca, Filippo Furfaro, Elio Masciari, Francesco Parisi:
A Framework for minimizing Xpath queries. SEBD 2004: 326-333
2003
[b1]
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Elio Masciari:
Techniques for the analysis and mining of data and web documents. University of Calabria, Italy, 2003
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Sergio Flesca, Elio Masciari:
Efficient and effective Web change detection. Data Knowl. Eng. 46(2): 203-224 (2003)
[c11]
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Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Cristina Sirangelo:
Approximate Query Answering on Sensor Network Data Streams. SEBD 2003: 93-108
[c10]
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Sergio Flesca, Filippo Furfaro, Elio Masciari:
On the minimization of Xpath queries. VLDB 2003: 153-164
2002
[c9]
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Giuseppe Manco, Elio Masciari, Andrea Tagarelli:
A Framework for Adaptive Mail Classification. ICTAI 2002: 387-
[c8]
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Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese:
Fast Detection of XML Structural Similarity. SEBD 2002: 193-207
[c7]
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Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese:
Detecting Structural Similarities between XML Documents. WebDB 2002: 55-60
2001
[j1]
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Sergio Greco, Elio Masciari, Luigi Pontieri:
Combining inductive and deductive tools for data analysis. AI Commun. 14(2): 69-82 (2001)
[c6]
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Sergio Flesca, Filippo Furfaro, Elio Masciari:
Meaningful Change Detection on the Web. DEXA 2001: 22-31
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Elio Masciari, Clara Pizzuti, Giuseppe Raimondo, Domenico Talia:
Using an Out-of-Core Technique for Clustering Large Data Sets. DEXA Workshop 2001: 133-137
[c4]
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Sergio Flesca, Filippo Furfaro, Elio Masciari:
Monitoring Web Information Changes. ITCC 2001: 421-425
2000
[c3]
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Giuseppe Dattilo, Sergio Greco, Elio Masciari, Luigi Pontieri:
A Hybrid Technique for Data Mining on Balance-Sheet Data. DaWaK 2000: 419-424
[c2]
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Sergio Greco, Elio Masciari, Luigi Pontieri:
Combining Different Data Mining Techniques to Improve Data Analysis. FQAS 2000: 455-464
[c1]
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Giuseppe Dattilo, Elio Masciari, Luigi Pontieri:
Un sistema per la classificazione dei bilanci aziendali. SEBD 2000: 257-270

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