Elio Masciari

219 papers A* 1A 2B 10C 59Misc 7Journal 37Unranked 79
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are LLMs Ready for TOON? Benchmarking Structural Correctness-Sustainability Trade-offs in Novel Structured Output Formats.
CoRR
Elio Masciari, Vincenzo Moscato, Enea Vincenzo Napolitano, Gian Marco Orlando, Marco Perillo, Diego Russo
2026 C ed.
Management of Digital EcoSystems - 16th International Conference, MEDES 2024, Naples, Italy, November 18-20, 2024, Proceedings
MEDES
Richard Chbeir, Ernesto Damiani, Schahram Dustdar, Yannis Manolopoulos, Elio Masciari, Evaggelia Pitoura, Antonio M. Rinaldi
2025 — conf
A Hybrid Approach to Estimating AI Carbon Emissions.
DEXA (1)
Salvatore Borraccia, Elio Masciari, Enea Vincenzo Napolitano
2025 J jnl
A comparative analysis of predictive process monitoring: object-centric versus classical event logs.
Knowl. Inf. Syst.
Simona Fioretto, Elio Masciari
2025 J jnl
An effective measure for evaluating the environmental impact of AI tasks.
Computing
Elio Masciari, Enea Vincenzo Napolitano
2025 J jnl
Assessing awareness of environmental sustainability in machine learning research.
World Wide Web (WWW)
Elio Masciari, Enea Vincenzo Napolitano
2025 C conf
Enhancing Employee Health Through an Experimental Diet: Insights from Machine Learning Analysis.
PDP
Maria Luisa Conza, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2025 J jnl
Green metrics for AI: A hybrid strategy for environmental impact assessment.
Array
Salvatore Borraccia, Elio Masciari, Enea Vincenzo Napolitano
2025 C conf
Human-in-the-Loop Generative AI for Explainable Insurance Decision Support.
MoMM
Arianna Anniciello, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2025 C ed.
Model and Data Engineering - 13th International Conference, MEDI 2024, Naples, Italy, November 18-20, 2024, Proceedings
MEDI
Carlos Ordonez, Giancarlo Sperlì, Elio Masciari, Ladjel Bellatreche
2025 C conf
Optimizing Transitive Closure Computation for High Performance Computing and Security.
PDP
Elio Masciari, Enea Vincenzo Napolitano
2025 J jnl
Predictive Process Monitoring: a comparison survey between different type of event logs.
CoRR
Simona Fioretto, Elio Masciari
2025 — ed.
Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2025, Volume 1: KDIR, Marbella, Spain, October 22-24, 2025.
IC3K (KDIR)
Frans Coenen, Lars Nolle, David Aveiro, Jesualdo Tomás Fernández-Breis, Elio Masciari, Le Gruenwald, Jorge Bernardino, Ricardo Torres
2025 — ed.
Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2025, Volume 2: KEOD and KMIS, Marbella, Spain, October 22-24, 2025.
IC3K (KEOD/KMIS)
Frans Coenen, Lars Nolle, David Aveiro, Jesualdo Tomás Fernández-Breis, Le Gruenwald, Elio Masciari, Jorge Bernardino, Ricardo Torres
2025 — conf
The Role of Artificial Intelligence in ESG Ranking Evaluation.
SEBD
Simona Fioretto, Enea Vincenzo Napolitano, Elio Masciari
2025 — conf
Transforming healthcare with AI: the work of CINI-AIIS at Federico II University.
Ital-IA
Mariano Barone, Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Simona Fioretto, Kyriakos Kristofer Georgiou, Michela Gravina, Julian Gortz, Lidia Marassi, Stefano Marrone, Enea Vincenzo Napolitano, Valeria Panzetta, Giuseppe Pontillo, Giuseppe Riccio, Antonio Romano, Cristiano Russo, Carmela Russo, Cristian Tommasino, Mariano Sirignano, Konstantinos Siettos, Elio Masciari, Antonio Maria Rinaldi, Paolo Antonio Netti, Vincenzo Moscato, Carlo Sansone
2024 J jnl
A Brief Discussion on KPI Development in Public Administration.
CoRR
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2024 Misc conf
A Conceptual Framework for Predictive Process Monitoring in Public Administration.
CISIS
Simona Fioretto, Elio Masciari
2024 J jnl
A Systematic Literature Review on AI-Based Recommendation Systems and Their Ethical Considerations.
IEEE Access
Elio Masciari, Areeba Umair, Muhammad Habib Ullah
2024 — conf
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
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
2024 — conf
Environmental Sustainability of AI: Estimating CO
WISE (PhD Symposium, Demos and Workshops)
Elio Masciari, Enea Vincenzo Napolitano
2024 — conf
Infantile Predictors of Functional Gastrointestinal Disorders: A Machine Learning Approach to Risk Assessment.
SEBD
Flavia Indrio, Elio Masciari, Flavia Marchese, Matteo Rinaldi, Gianfranco Maffei, Enea Vincenzo Napolitano, Isadora Beghetti, Luigi Corvaglia, Arianna Aceti
2024 B conf
Integrating Flow and Structure in Diagrams for Data Science.
IEEE Big Data
Enea Vincenzo Napolitano, Elio Masciari, Carlos Ordonez
2024 C conf
Integrating Predictive Process Monitoring Techniques in Smart Agriculture.
ISMIS
Simona Fioretto, Dino Ienco, Roberto Interdonato, Elio Masciari
2024 C conf
Machine Learning for KPI Development in Public Administration.
DATA
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2024 — ed.
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.
KMIS
Le Gruenwald, Elio Masciari, Jorge Bernardino
2024 — ed.
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.
Ital-IA
Sergio Di Martino, Carlo Sansone, Elio Masciari, Silvia Rossi, Michela Gravina
2024 — conf
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
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
2024 J jnl
Sentiment Analysis Using Improved CT-BERT_CONVLayer Fusion Model for COVID-19 Vaccine Recommendation.
SN Comput. Sci.
Areeba Umair, Elio Masciari
2024 J jnl
Special issue on intelligent systems.
J. Intell. Inf. Syst.
Michelangelo Ceci, Sergio Flesca, Giuseppe Manco, Elio Masciari
2024 — conf
Sustainability and High Performance Computing.
iiWAS (2)
Elio Masciari, Enea Vincenzo Napolitano
2024 C conf
The Environmental Cost of High Performance Computing System Simulation.
PDP
Elio Masciari, Enea Vincenzo Napolitano
2023 — conf
A Joint Analysis of Trajectory Mining and Process Mining for Smartphone User Behaviour.
PKDD/ECML Workshops (3)
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2023 C conf
A Judgment Aggregation Method for Fuzzy Multi Criteria Decision Making.
PDP
Arianna Anniciello, Elio Masciari
2023 C conf
An Advanced BERT LayerSum Model for Sentiment Classification of COVID-19 Tweets.
DATA
Areeba Umair, Elio Masciari
2023 — conf
An Innovative Sentiment Analysis Model for COVID-19 Tweets.
NUMTA (3)
Areeba Umair, Elio Masciari
2023 — conf
Can the Study of Trajectories Help to Extract Information from Business Processes?
PMAI@IJCAI
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2023 — conf
Digital Twins for Traffic Congestion in Smart Cities: A Novel Solution Using Data Mining Techniques.
KMIS
Arianna Anniciello, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2023 — conf
Dossier Classification to Support Workflow Management Optimization.
NUMTA (3)
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2023 — conf
Evolving Justice Sector: An Innovative Proposal for Introducing AI-Based Techniques in Court Offices.
EGOVIS
Flora Amato, Simona Fioretto, Eugenio Forgillo, Elio Masciari, Nicola Mazzocca, Sabrina Merola, Enea Vincenzo Napolitano
2023 C conf
How Pandemic Affected the Adoption of e-Health Systems.
IDEAS
Enea Vincenzo Napolitano, Simona Fioretto, Elio Masciari, Arianna Anniciello
2023 — conf
Introducing AI-Based Techniques in the Justice Sector: A Proposal for Digital Transformation of Court Offices.
SEBD
Flora Amato, Simona Fioretto, Eugenio Forgillo, Elio Masciari, Nicola Mazzocca, Sabrina Merola, Enea Vincenzo Napolitano
2023 C ed.
Knowledge Discovery, Knowledge Engineering and Knowledge Management - 13th International Joint Conference, IC3K 2021, Virtual Event, October 25-27, 2021, Revised Selected Papers
IC3K
Ana Fred, David Aveiro, Jan L. G. Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe
2023 C ed.
Knowledge Discovery, Knowledge Engineering and Knowledge Management - 14th International Joint Conference, IC3K 2022, Valletta, Malta, October 24-26, 2022, Revised Selected Papers
IC3K
Frans Coenen, Ana Fred, David Aveiro, Jan L. G. Dietz, Jorge Bernardino, Elio Masciari, Joaquim Filipe
2023 — ed.
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
PKDD/ECML Workshops (1)
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
2023 — ed.
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
PKDD/ECML Workshops (2)
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
2023 — ed.
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.
KMIS
Le Gruenwald, Elio Masciari, Colette Rolland, Jorge Bernardino
2023 J jnl
SCOUT: Security by computing OUTliers on activity logs.
Comput. Secur.
Michele Ianni, Elio Masciari
2023 — conf
Sentiment Analysis based COVID-19 Vaccine Recommender System.
BIBM
Areeba Umair, Elio Masciari
2023 J jnl
Sentimental and spatial analysis of COVID-19 vaccines tweets.
J. Intell. Inf. Syst.
Areeba Umair, Elio Masciari
2023 J jnl
Vaccine sentiment analysis using BERT + NBSVM and geo-spatial approaches.
J. Supercomput.
Areeba Umair, Elio Masciari, Muhammad Habib Ullah
2022 — conf
A Survey of Sentimental Analysis Methods on COVID-19 Research.
SEBD
Areeba Umair, Elio Masciari
2022 J jnl
A comprehensive Benchmark for fake news detection.
J. Intell. Inf. Syst.
Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí
2022 C conf
Applications of Majority Judgement for Winner Selection in Eurovision Song Contest.
IDEAS
Areeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah
2022 — conf
Cluster Algorithm for Social Choice.
PKDD/ECML Workshops (1)
Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella
2022 C conf
Clustered Majority Judgement.
DATA
Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella
2022 — conf
Clustered Majority Judgement.
SEBD
Arianna Anniciello, Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella
2022 — conf
Covid-19 impact on health information technology: the rapid rise of e-Health and Big Data driven innovation of healthcare processes.
BIBM
Arianna Anniciello, Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
2022 — conf
Decision Making with Clustered Majority Judgment.
KDIR
Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella
2022 C conf
Decision making with Clustered Majority Judgment.
IDEAS
Arianna Anniciello, Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Stefano Quintarelli, Davide Zaccarella
2022 C ed.
Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3-5, 2022, Proceedings
ISMIS
Michelangelo Ceci, Sergio Flesca, Elio Masciari, Giuseppe Manco, Zbigniew W. Ras
2022 — conf
Human sentiments monitoring during COVID-19 using AI-based modeling.
FNC/MobiSPC/SEIT
Areeba Umair, Elio Masciari
2022 — ed.
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.
KMIS
Jorge Bernardino, Elio Masciari, Colette Rolland, Joaquim Filipe
2022 — conf
Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM.
PKDD/ECML Workshops (1)
Areeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah
2022 C conf
Some Experiments on High Performance Anomaly Detection.
PDP
Michele Ianni, Elio Masciari
2022 C conf
Using High Performance Approaches to Covid-19 Vaccines Sentiment Analysis.
PDP
Areeba Umair, Elio Masciari
2021 — conf
A Research Infrastructure for E-Health Big Data Analytics.
SEBD
Alessio Botta, Elio Masciari
2021 C conf
A compact encoding of security logs for high performance activity detection.
PDP
Michele Ianni, Elio Masciari
2021 J jnl
A survey of Big Data dimensions vs Social Networks analysis.
J. Intell. Inf. Syst.
Michele Ianni, Elio Masciari, Giancarlo Sperlí
2021 — conf
Artificial Intelligence Based Analysis of Positive and Negative Tweets Towards COVID-19 Vaccines.
BIBM
Areeba Umair, Elio Masciari
2021 C conf
Data Mining for Animal Health to Improve Human Quality of Life: Insights from a University Veterinary Hospital.
DATA
Oscar Tamburis, Elio Masciari, Christian Esposito, Gerardo Fatone
2021 — conf
Development of a decision tree model to improve case detection via information extraction from veterinary Electronic Medical Records.
SEBD
Oscar Tamburis, Elio Masciari, Gerardo Fatone
2021 C conf
Exploratory analysis of methods for automated classification of clinical diagnoses in Veterinary Medicine.
IDEAS
Oscar Tamburis, Elio Masciari, Gerardo Fatone
2021 — ed.
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.
KMIS
Jorge Bernardino, Elio Masciari, Colette Rolland, Joaquim Filipe
2021 — ed.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021.
SEBD
Sergio Greco, Maurizio Lenzerini, Elio Masciari, Andrea Tagarelli
2021 C conf
Sentimental Analysis Applications and Approaches during COVID-19: A Survey.
IDEAS
Areeba Umair, Elio Masciari, Muhammad Habib Ullah
2021 C conf
Sigma: a Scalable High Performance Big Data Architecture.
PDP
Nunziato Cassavia, Elio Masciari
2021 — conf
Some experiments on activity outlier detection (Discussion Paper).
SEBD
Michele Ianni, Elio Masciari
2020 C conf
A Deep Learning Approach to Fake News Detection.
ISMIS
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2020 — book
Complex Pattern Mining - New Challenges, Methods and Applications
Complex Pattern Mining
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020 C conf
Detecting fake news by image analysis.
IDEAS
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2020 — ed.
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
PKDD/ECML Workshops
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
2020 J jnl
Fast and effective Big Data exploration by clustering.
Future Gener. Comput. Syst.
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Mario Mezzanzanica, Carlo Zaniolo
2020 C conf
Health Data Information Retrieval For Improved Simulation.
PDP
Mario Ciampi, Giuseppe De Pietro, Elio Masciari, Stefano Silvestri
2020 C conf
Leveraging Machine Learning for Fake News Detection.
DATA
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2020 — ed.
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
NFMCP@PKDD/ECML
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2020 — conf
Smart Data Exchange.
SEBD
Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna
2020 — conf
Some experiments on Deep Learning for Fake News Detection.
SEBD
Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2020 Misc conf
Some lessons learned using health data literature for smart information retrieval.
SAC
Mario Ciampi, Giuseppe De Pietro, Elio Masciari, Stefano Silvestri
2019 — conf
A Big Data Approach for Health Data Information Retrieval.
BIBM
Mario Ciampi, Elio Masciari, Giuseppe De Pietro, Stefano Silvestri
2019 C conf
An Effective System for User Queries Assistance.
FQAS
Elio Masciari, Domenico Saccà, Irina Trubitsyna
2019 C conf
An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique.
DATA
Michele Ianni, Elio Masciari, Domenico Saccà
2019 — conf
Exotic Compilers as a Malware Evasion Technique.
SEBD
Michele Ianni, Elio Masciari, Domenico Saccà
2019 A conf
HIKE: A Step Beyond Data Exchange.
ER
Sergio Greco, Elio Masciari, Domenico Saccà, Irina Trubitsyna
2019 — ch.
High Performance Computing by the Crowd.
Intelligent Methods and Big Data in Industrial Applications
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
2019 Misc conf
How to implement a big data clustering algorithm: a brief report on lesson learned.
SAC
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
2019 C conf
On the effectiveness of MH-based joint-decoders for very short Tardos fingerprinting codes.
CoDIT
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2019 — conf
Simple User Assistance by Data Posting.
AIKE
Elio Masciari, Domenico Saccà, Irina Trubitsyna
2019 — conf
Simple User Assistance by Data Posting.
SEBD
Elio Masciari, Domenico Saccà, Irina Trubitsyna
2019 C conf
Simplified data posting in practice.
IDEAS
Elio Masciari, Irina Trubitsyna, Domenico Saccà
2018 — ch.
20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions.
A Comprehensive Guide Through the Italian Database Research
Stefano Basta, Giuseppe Manco, Elio Masciari, Luigi Pontieri
2018 — book
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years.
Sergio Flesca, Sergio Greco, Elio Masciari, Domenico Saccà
2018 — conf
A Novel Accusation Model for Document Fingerprinting.
SEBD
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2018 — conf
An Analysis on User Searches Effects.
iThings/GreenCom/CPSCom/SmartData
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà
2018 — conf
Big Data and Health Care: a lesson learned.
BIBM
Mario Ciampi, Angelo Esposito, Giuseppe De Pietro, Elio Masciari, Mario Sicuranza
2018 C conf
Clustering Big Data.
DATA
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
2018 C conf
Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications.
PDP
Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
2018 J jnl
Distributed computing by leveraging and rewarding idling user resources from P2P networks.
J. Parallel Distributed Comput.
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Chiara Pulice
2018 C conf
Efficient Big Data Clustering.
IDEAS
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
2018 J jnl
Efficiently interpreting traces of low level events in business process logs.
Inf. Syst.
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
2018 J jnl
Evaluating User Behaviour in a Cooperative Environment.
Inf.
Enrico Bazzi, Nunziato Cassavia, Davide Chiggiato, Elio Masciari, Domenico Saccà, Alessandra Spada, Irina Trubitsyna
2018 C conf
Evaluating the Influence of User Searches on Neighbors.
WETICE
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà, Irina Trubitsyna
2018 — ed.
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
NFMCP@PKDD/ECML
Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2018 — conf
On the Interpretation of Traces of Low Level Events in Business Process Logs.
SEBD
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
2018 C ed.
Proceedings of the 22nd International Database Engineering & Applications Symposium, IDEAS 2018, Villa San Giovanni, Italy, June 18-20, 2018
IDEAS
Bipin C. Desai, Sergio Flesca, Ester Zumpano, Elio Masciari, Luciano Caroprese
2018 Misc conf
Trusted Environments for Volunteer Computing.
IRI
Michele Ianni, Elio Masciari
2017 C conf
A Peer to Peer Approach to Efficient High Performance Computing.
PDP
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
2017 J jnl
A fast and accurate algorithm for unsupervised clustering around centroids.
Inf. Sci.
Giuseppe M. Mazzeo, Elio Masciari, Carlo Zaniolo
2017 C conf
An Open Source System for Big Data Warehousing.
DATA
Nunziato Cassavia, Elio Masciari, Domenico Saccà
2017 B conf
Choose The Best!: Ranking Group of Users In Collaborative Networks.
ASONAM
Nunziato Cassavia, Sergio Flesca, Elio Masciari
2017 J jnl
Discovering User Behavioral Features to Enhance Information Search on Big Data.
ACM Trans. Interact. Intell. Syst.
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà
2017 — conf
Effective Document Fingerprinting.
BICOD
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2017 — conf
Effective High Performance Computing using Peer To Peer Networks.
HPCS
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
2017 Misc conf
Effective Information Spreading in Social Networks.
IRI
Nunziato Cassavia, Elio Masciari, Domenico Saccà
2017 — conf
Efficient High Performance Computing by user networks.
SEBD
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
2017 — ed.
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
NFMCP@ECML/PKDD
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Zbigniew W. Ras
2017 — ed.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017.
SEBD
Sergio Flesca, Sergio Greco, Elio Masciari, Domenico Saccà
2017 — conf
Trusted Volunteer Computing.
SEBD
Michele Ianni, Elio Masciari
2017 C conf
WFinger: a joint-decoder for very short Tardos fingerprinting codes.
IDEAS
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2016 C conf
A Big Data Approach For Querying Data in EHR Systems.
IDEAS
Nunziato Cassavia, Mario Ciampi, Giuseppe De Pietro, Elio Masciari
2016 — conf
A Framework Enhancing the User Search Activity Through Data Posting.
RuleML
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà
2016 — conf
Efficient Analysis of Process Logs.
SEBD
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
2016 — conf
Enhanced User Search Activity by Big Data Tools.
SEBD
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccà
2016 — conf
Enhancing EHR Systems Interoperability by Big Data Techniques.
ITBAM
Nunziato Cassavia, Mario Ciampi, Giuseppe De Pietro, Elio Masciari
2016 C conf
How, Who and When: Enhancing Business Process Warehouses By Graph Based Queries.
IDEAS
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
2016 — ed.
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
NFMCP
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2016 B conf
Privacy or Security?: Take A Look And Then Decide.
SSDBM
Bettina Fazzinga, Filippo Furfaro, Elio Masciari, Giuseppe M. Mazzeo
2016 J jnl
Recent advances in mining patterns from complex data.
J. Intell. Inf. Syst.
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari
2015 C conf
A Framework Supporting the Analysis of Process Logs Stored in Either Relational or NoSQL DBMSs.
ISMIS
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri, Chiara Pulice
2015 — conf
A Probabilistic Unified Framework for Event Abstraction and Process Detection from Log Data.
OTM Conferences
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
2015 B conf
A compression-based framework for the efficient analysis of business process logs.
SSDBM
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari, Luigi Pontieri
2015 J jnl
An end to end framework for building data cubes over trajectory data streams.
J. Intell. Inf. Syst.
Elio Masciari
2015 C conf
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.
IDEAS
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2015 — conf
Effective Big Data Warehouses Surfing (Discussion Paper).
SEBD
Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà
2015 — conf
Hierarchical Big Data Clustering (Discussion Paper).
SEBD
Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Marco Oliverio, Carlo Zaniolo
2015 — conf
Improving tourist experience by Big Data tools.
HPCS
Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà
2015 — ed.
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
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2015 C conf
Surfing Big Data Warehouses for Effective Information Gathering.
DATA
Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà
2015 — conf
VIPOC Project Research Summary (Discussion Paper).
SEBD
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
2014 — conf
A Discussion on the Biological Relevance of Clustering Results.
ITBAM
Pietro Hiram Guzzi, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
2014 J jnl
Analysing microarray expression data through effective clustering.
Inf. Sci.
Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
2014 — conf
Big Data Techniques For Renewable Energy Market.
SEBD
Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura
2014 C conf
Data Preparation for Tourist Data Big Data Warehousing.
DATA
Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà
2014 J jnl
Dealing with trajectory streams by clustering and mathematical transforms.
J. Intell. Inf. Syst.
Gianni Costa, Giuseppe Manco, Elio Masciari
2014 — conf
Effective Analysis Of Massive Tourist Information Flows.
SEBD
Nunziato Cassavia, Pietro Dicosta, Elio Masciari, Domenico Saccà
2014 C conf
Innovative power operating center management exploiting big data techniques.
IDEAS
Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura
2014 J jnl
Mining complex patterns.
J. Intell. Inf. Syst.
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Giuseppe Manco
2014 — ed.
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
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2013 — conf
A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances.
PAKDD (2)
Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
2013 — ed.
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
NFMCP
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
2013 J jnl
RFID-data compression for supporting aggregate queries.
ACM Trans. Database Syst.
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2013 — conf
Savo An approach to define flexible structural constraints in XQuery.
SEBD
Elio Masciari, Emanuele Panzeri, Gabriella Pasi
2013 C conf
Sequential pattern mining from trajectory data.
IDEAS
Elio Masciari, Shi Gao, Carlo Zaniolo
2013 — conf
Trajectory Data Pattern Mining.
NFMCP
Elio Masciari, Shi Gao, Carlo Zaniolo
2012 — conf
A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.
SEBD
Michelangelo Ceci, Mauro Coluccia, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
2012 B conf
Effective Detection of XML Outliers.
KES
Alfredo Cuzzocrea, Giuseppe Manco, Elio Masciari
2012 — conf
Effectively Grouping Trajectory Streams.
NFMCP
Gianni Costa, Giuseppe Manco, Elio Masciari
2012 C conf
Efficient MD5 hash reversing using D.E.A. framework for sharing computational resources.
IDEAS
Nunzio Cassavia, Elio Masciari
2012 — conf
Finding homogeneous groups in trajectory streams.
IWGS@SIGSPATIAL/GIS
Elio Masciari
2012 J jnl
SMART: Stream Monitoring enterprise Activities by RFID Tags.
Inf. Sci.
Elio Masciari
2012 J jnl
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.
SIGHIT Rec.
Michelangelo Ceci, Pietro Hiram Guzzi, Elio Masciari, Mauro Coluccia, Federica Mandreoli, Massimo Mecella, Fabio Fumarola, Riccardo Martoglia, Wilma Penzo
2012 — conf
Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.
ITBAM
Michelangelo Ceci, Fabio Fumarola, Pietro Hiram Guzzi, Federica Mandreoli, Riccardo Martoglia, Elio Masciari, Massimo Mecella, Wilma Penzo
2012 C conf
Warehousing and querying trajectory data streams with error estimation.
DOLAP
Elio Masciari
2012 C conf
XML class outlier detection.
IDEAS
Giuseppe Manco, Elio Masciari
2011 — conf
A Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances (Extended Abstract).
SEBD
Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
2011 J jnl
A Fuzzy Logic Approach to Wrapping PDF Documents.
IEEE Trans. Knowl. Data Eng.
Sergio Flesca, Elio Masciari, Andrea Tagarelli
2011 C conf
Efficient and Effective Query Answering for Trajectory Cuboids.
FQAS
Elio Masciari
2011 B conf
Fast and Accurate Trajectory Streams Clustering.
SSDBM
Elio Masciari
2011 — conf
Non-separable Transforms for Clustering Trajectories.
KES (2)
Alfredo Cuzzocrea, Elio Masciari
2011 C conf
Query answering on trajectory cuboids using prime numbers encodings.
IDEAS
Elio Masciari
2011 B conf
Trajectory Outlier Detection Using an Analytical Approach.
ICTAI
Elio Masciari
2010 C conf
Effectively Monitoring RFID Based Systems.
ADBIS
Fabrizio Angiulli, Elio Masciari
2010 — conf
Efficient and Effective RFID Data Warehousing (Extended Abstract).
SEBD
Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Elio Masciari
2010 — conf
Lifting Trajectories for Effective Clustering.
ICTAI (1)
Elio Masciari
2010 — conf
SMART: Simple Monitoring Enterprise Activities by RFID Tags.
CAiSE Forum
Elio Masciari, Fabrizio Angiulli
2009 B conf
A Complete Framework for Clustering Trajectories.
ICTAI
Elio Masciari
2009 — conf
A Framework for Trajectory Clustering.
GSN
Elio Masciari
2009 C conf
Efficient and effective RFID data warehousing.
IDEAS
Bettina Fazzinga, Sergio Flesca, Elio Masciari, Filippo Furfaro
2009 — conf
Sequential Pattern Mining from Trajectory Data.
SEBD
Elio Masciari, Barzan Mozafari
2009 C conf
Trajectory Clustering via Effective Partitioning.
FQAS
Elio Masciari
2008 — conf
A Framework for Outlier Mining in RFID Data.
SEBD
Elio Masciari, Giuseppe M. Mazzeo
2008 Misc conf
A wrapper generation system for PDF documents.
SAC
Bettina Fazzinga, Sergio Flesca, Andrea Tagarelli, Salvatore Garruzzo, Elio Masciari
2008 J jnl
Mining categories for emails via clustering and pattern discovery.
J. Intell. Inf. Syst.
Giuseppe Manco, Elio Masciari, Andrea Tagarelli
2008 J jnl
On the minimization of XPath queries.
J. ACM
Sergio Flesca, Filippo Furfaro, Elio Masciari
2007 C conf
A Framework for Outlier Mining in RFID data.
IDEAS
Elio Masciari
2007 J jnl
Exploiting structural similarity for effective Web information extraction.
Data Knowl. Eng.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2007 Misc conf
RFID data management for effective objects tracking.
SAC
Elio Masciari
2006 — conf
Efficiently Representing and Querying Sensor Network Readings on Data Grids.
SEBD
Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà
2006 A conf
Wrapping PDF Documents Exploiting Uncertain Knowledge.
CAiSE
Sergio Flesca, Salvatore Garruzzo, Elio Masciari, Andrea Tagarelli
2005 — conf
A Distributed System for Answering Range Queries on Sensor Network Data.
PerCom Workshops
Alfredo Cuzzocrea, Filippo Furfaro, Sergio Greco, Elio Masciari, Giuseppe M. Mazzeo, Domenico Saccà
2005 — conf
Exploiting Structural Similarity For Effective Web Information Extraction.
Foundations of Semistructured Data
Elio Masciari, Sergio Flesca, Giuseppe Manco, Luigi Pontieri, Andrea Pugliese
2005 J jnl
Fast Detection of XML Structural Similarity.
IEEE Trans. Knowl. Data Eng.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2005 — conf
Wrapping PDF Documents: A Preliminary Study.
SEBD
Sergio Flesca, Salvatore Garruzzo, Elio Masciari, Andrea Tagarelli
2004 — conf
A Framework for minimizing Xpath queries.
SEBD
Sergio Flesca, Filippo Furfaro, Elio Masciari, Francesco Parisi
2004 J jnl
Web wrapper induction: a brief survey.
AI Commun.
Sergio Flesca, Giuseppe Manco, Elio Masciari, Eugenio Rende, Andrea Tagarelli
2003 — conf
Approximate Query Answering on Sensor Network Data Streams.
SEBD
Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Cristina Sirangelo
2003 J jnl
Efficient and effective Web change detection.
Data Knowl. Eng.
Sergio Flesca, Elio Masciari
2003 A* conf
On the minimization of Xpath queries.
VLDB
Sergio Flesca, Filippo Furfaro, Elio Masciari
2003 — —
Techniques for the analysis and mining of data and web documents.
Elio Masciari
2002 B conf
A Framework for Adaptive Mail Classification.
ICTAI
Giuseppe Manco, Elio Masciari, Andrea Tagarelli
2002 — conf
Detecting Structural Similarities between XML Documents.
WebDB
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2002 — conf
Fast Detection of XML Structural Similarity.
SEBD
Sergio Flesca, Giuseppe Manco, Elio Masciari, Luigi Pontieri, Andrea Pugliese
2001 J jnl
Combining inductive and deductive tools for data analysis.
AI Commun.
Sergio Greco, Elio Masciari, Luigi Pontieri
2001 C conf
Meaningful Change Detection on the Web.
DEXA
Sergio Flesca, Filippo Furfaro, Elio Masciari
2001 — conf
Monitoring Web Information Changes.
ITCC
Sergio Flesca, Filippo Furfaro, Elio Masciari
2001 — conf
Using an Out-of-Core Technique for Clustering Large Data Sets.
DEXA Workshop
Elio Masciari, Clara Pizzuti, Giuseppe Raimondo, Domenico Talia
2000 B conf
A Hybrid Technique for Data Mining on Balance-Sheet Data.
DaWaK
Giuseppe Dattilo, Sergio Greco, Elio Masciari, Luigi Pontieri
2000 C conf
Combining Different Data Mining Techniques to Improve Data Analysis.
FQAS
Sergio Greco, Elio Masciari, Luigi Pontieri
2000 — conf
Un sistema per la classificazione dei bilanci aziendali.
SEBD
Giuseppe Dattilo, Elio Masciari, Luigi Pontieri