Elio Masciari

Orcid: 0000-0002-1778-5321

Affiliations:
  • University of Naples Federico II, Italy


According to our database1, Elio Masciari authored at least 168 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Bibliography

2024
Sentiment Analysis Using Improved CT-BERT_CONVLayer Fusion Model for COVID-19 Vaccine Recommendation.
SN Comput. Sci., October, 2024

Special issue on intelligent systems.
J. Intell. Inf. Syst., August, 2024

A Systematic Literature Review on AI-Based Recommendation Systems and Their Ethical Considerations.
IEEE Access, 2024

Infantile Predictors of Functional Gastrointestinal Disorders: A Machine Learning Approach to Risk Assessment.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

The Environmental Cost of High Performance Computing System Simulation.
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024


Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Integrating Predictive Process Monitoring Techniques in Smart Agriculture.
Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024

Machine Learning for KPI Development in Public Administration.
Proceedings of the 13th International Conference on Data Science, 2024

2023
Vaccine sentiment analysis using BERT + NBSVM and geo-spatial approaches.
J. Supercomput., October, 2023

SCOUT: Security by computing OUTliers on activity logs.
Comput. Secur., September, 2023

Sentimental and spatial analysis of COVID-19 vaccines tweets.
J. Intell. Inf. Syst., February, 2023

Introducing AI-Based Techniques in the Justice Sector: A Proposal for Digital Transformation of Court Offices.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Can the Study of Trajectories Help to Extract Information from Business Processes?
Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023) co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

A Judgment Aggregation Method for Fuzzy Multi Criteria Decision Making.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

How Pandemic Affected the Adoption of e-Health Systems.
Proceedings of the International Database Engineered Applications Symposium Conference, 2023

Digital Twins for Traffic Congestion in Smart Cities: A Novel Solution Using Data Mining Techniques.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Evolving Justice Sector: An Innovative Proposal for Introducing AI-Based Techniques in Court Offices.
Proceedings of the Electronic Government and the Information Systems Perspective, 2023

An Advanced BERT LayerSum Model for Sentiment Classification of COVID-19 Tweets.
Proceedings of the 12th International Conference on Data Science, 2023

Sentiment Analysis based COVID-19 Vaccine Recommender System.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
A comprehensive Benchmark for fake news detection.
J. Intell. Inf. Syst., 2022

A Survey of Sentimental Analysis Methods on COVID-19 Research.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Clustered Majority Judgement.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Cluster Algorithm for Social Choice.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Using High Performance Approaches to Covid-19 Vaccines Sentiment Analysis.
Proceedings of the 30th Euromicro International Conference on Parallel, 2022

Some Experiments on High Performance Anomaly Detection.
Proceedings of the 30th Euromicro International Conference on Parallel, 2022

Applications of Majority Judgement for Winner Selection in Eurovision Song Contest.
Proceedings of the IDEAS'22: International Database Engineered Applications Symposium, Budapest, Hungary, August 22, 2022

Decision making with Clustered Majority Judgment.
Proceedings of the IDEAS'22: International Database Engineered Applications Symposium, Budapest, Hungary, August 22, 2022

Decision Making with Clustered Majority Judgment.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Human sentiments monitoring during COVID-19 using AI-based modeling.
Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022

Clustered Majority Judgement.
Proceedings of the 11th International Conference on Data Science, 2022

Covid-19 impact on health information technology: the rapid rise of e-Health and Big Data driven innovation of healthcare processes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
A survey of Big Data dimensions vs Social Networks analysis.
J. Intell. Inf. Syst., 2021

Development of a decision tree model to improve case detection via information extraction from veterinary Electronic Medical Records.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Some experiments on activity outlier detection (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

A Research Infrastructure for E-Health Big Data Analytics.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

A compact encoding of security logs for high performance activity detection.
Proceedings of the 29th Euromicro International Conference on Parallel, 2021

Sigma: a Scalable High Performance Big Data Architecture.
Proceedings of the 29th Euromicro International Conference on Parallel, 2021

Sentimental Analysis Applications and Approaches during COVID-19: A Survey.
Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

Exploratory analysis of methods for automated classification of clinical diagnoses in Veterinary Medicine.
Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

Data Mining for Animal Health to Improve Human Quality of Life: Insights from a University Veterinary Hospital.
Proceedings of the 10th International Conference on Data Science, 2021

Artificial Intelligence Based Analysis of Positive and Negative Tweets Towards COVID-19 Vaccines.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Fast and effective Big Data exploration by clustering.
Future Gener. Comput. Syst., 2020

Smart Data Exchange.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Some experiments on Deep Learning for Fake News Detection.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Some lessons learned using health data literature for smart information retrieval.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Health Data Information Retrieval For Improved Simulation.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020

A Deep Learning Approach to Fake News Detection.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Detecting fake news by image analysis.
Proceedings of the IDEAS 2020: 24th International Database Engineering & Applications Symposium, 2020

Leveraging Machine Learning for Fake News Detection.
Proceedings of the 9th International Conference on Data Science, 2020

2019
Simple User Assistance by Data Posting.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Exotic Compilers as a Malware Evasion Technique.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

How to implement a big data clustering algorithm: a brief report on lesson learned.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Simplified data posting in practice.
Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

An Effective System for User Queries Assistance.
Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

HIKE: A Step Beyond Data Exchange.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019

An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique.
Proceedings of the 8th International Conference on Data Science, 2019

On the effectiveness of MH-based joint-decoders for very short Tardos fingerprinting codes.
Proceedings of the 6th International Conference on Control, 2019

A Big Data Approach for Health Data Information Retrieval.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

High Performance Computing by the Crowd.
Proceedings of the Intelligent Methods and Big Data in Industrial Applications., 2019

2018
Distributed computing by leveraging and rewarding idling user resources from P2P networks.
J. Parallel Distributed Comput., 2018

Efficiently interpreting traces of low level events in business process logs.
Inf. Syst., 2018

Evaluating User Behaviour in a Cooperative Environment.
Inf., 2018

Evaluating the Influence of User Searches on Neighbors.
Proceedings of the 27th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2018

On the Interpretation of Traces of Low Level Events in Business Process Logs.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Novel Accusation Model for Document Fingerprinting.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018

An Analysis on User Searches Effects.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Trusted Environments for Volunteer Computing.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Efficient Big Data Clustering.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Clustering Big Data.
Proceedings of the 7th International Conference on Data Science, 2018

Big Data and Health Care: a lesson learned.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Discovering User Behavioral Features to Enhance Information Search on Big Data.
ACM Trans. Interact. Intell. Syst., 2017

A fast and accurate algorithm for unsupervised clustering around centroids.
Inf. Sci., 2017

Trusted Volunteer Computing.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Efficient High Performance Computing by user networks.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

A Peer to Peer Approach to Efficient High Performance Computing.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Effective Information Spreading in Social Networks.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Effective High Performance Computing using Peer To Peer Networks.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

WFinger: a joint-decoder for very short Tardos fingerprinting codes.
Proceedings of the 21st International Database Engineering & Applications Symposium, 2017

An Open Source System for Big Data Warehousing.
Proceedings of the 6th International Conference on Data Science, 2017

Effective Document Fingerprinting.
Proceedings of the Data Analytics - 31st British International Conference on Databases, 2017

Choose The Best!: Ranking Group of Users In Collaborative Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Recent advances in mining patterns from complex data.
J. Intell. Inf. Syst., 2016

Privacy or Security?: Take A Look And Then Decide.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

Efficient Analysis of Process Logs.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Enhanced User Search Activity by Big Data Tools.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

A Framework Enhancing the User Search Activity Through Data Posting.
Proceedings of the Rule Technologies. Research, Tools, and Applications, 2016

Enhancing EHR Systems Interoperability by Big Data Techniques.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2016

How, Who and When: Enhancing Business Process Warehouses By Graph Based Queries.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A Big Data Approach For Querying Data in EHR Systems.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

2015
An end to end framework for building data cubes over trajectory data streams.
J. Intell. Inf. Syst., 2015

A compression-based framework for the efficient analysis of business process logs.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Hierarchical Big Data Clustering (Discussion Paper).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

VIPOC Project Research Summary (Discussion Paper).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Effective Big Data Warehouses Surfing (Discussion Paper).
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

A Probabilistic Unified Framework for Event Abstraction and Process Detection from Log Data.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

A Framework Supporting the Analysis of Process Logs Stored in Either Relational or NoSQL DBMSs.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Improving tourist experience by Big Data tools.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.
Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

Surfing Big Data Warehouses for Effective Information Gathering.
Proceedings of the DATA 2015, 2015

2014
Dealing with trajectory streams by clustering and mathematical transforms.
J. Intell. Inf. Syst., 2014

Mining complex patterns.
J. Intell. Inf. Syst., 2014

Analysing microarray expression data through effective clustering.
Inf. Sci., 2014

Big Data Techniques For Renewable Energy Market.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Effective Analysis Of Massive Tourist Information Flows.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

A Discussion on the Biological Relevance of Clustering Results.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

Innovative power operating center management exploiting big data techniques.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Data Preparation for Tourist Data Big Data Warehousing.
Proceedings of the DATA 2014, 2014

2013
RFID-data compression for supporting aggregate queries.
ACM Trans. Database Syst., 2013

Savo An approach to define flexible structural constraints in XQuery.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Trajectory Data Pattern Mining.
Proceedings of the New Frontiers in Mining Complex Patterns, 2013

A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Sequential pattern mining from trajectory data.
Proceedings of the 17th International Database Engineering & Applications Symposium, 2013

2012
The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis.
SIGHIT Rec., 2012

SMART: Stream Monitoring enterprise Activities by RFID Tags.
Inf. Sci., 2012

A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Effectively Grouping Trajectory Streams.
Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

Effective Detection of XML Outliers.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2012

XML class outlier detection.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Efficient MD5 hash reversing using D.E.A. framework for sharing computational resources.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Finding homogeneous groups in trajectory streams.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoStreaming, 2012

Warehousing and querying trajectory data streams with error estimation.
Proceedings of the DOLAP 2012, 2012

2011
A Fuzzy Logic Approach to Wrapping PDF Documents.
IEEE Trans. Knowl. Data Eng., 2011

Fast and Accurate Trajectory Streams Clustering.
Proceedings of the Scientific and Statistical Database Management, 2011

A Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances (Extended Abstract).
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Non-separable Transforms for Clustering Trajectories.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

Query answering on trajectory cuboids using prime numbers encodings.
Proceedings of the 15th International Database Engineering and Applications Symposium (IDEAS 2011), September 21, 2011

Trajectory Outlier Detection Using an Analytical Approach.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Efficient and Effective Query Answering for Trajectory Cuboids.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

2010
Efficient and Effective RFID Data Warehousing (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Lifting Trajectories for Effective Clustering.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

SMART: Simple Monitoring Enterprise Activities by RFID Tags.
Proceedings of the CAiSE Forum 2010, Hammamet, Tunisia, June 9-11, 2010, 2010

Effectively Monitoring RFID Based Systems.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
Sequential Pattern Mining from Trajectory Data.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Efficient and effective RFID data warehousing.
Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2009), 2009

A Complete Framework for Clustering Trajectories.
Proceedings of the ICTAI 2009, 2009

A Framework for Trajectory Clustering.
Proceedings of the GeoSensor Networks, Third International Conference, 2009

Trajectory Clustering via Effective Partitioning.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

2008
Mining categories for emails via clustering and pattern discovery.
J. Intell. Inf. Syst., 2008

On the minimization of XPath queries.
J. ACM, 2008

A Framework for Outlier Mining in RFID Data.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

A wrapper generation system for PDF documents.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007
Exploiting structural similarity for effective Web information extraction.
Data Knowl. Eng., 2007

RFID data management for effective objects tracking.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

A Framework for Outlier Mining in RFID data.
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007

2006
Efficiently Representing and Querying Sensor Network Readings on Data Grids.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Wrapping PDF Documents Exploiting Uncertain Knowledge.
Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

2005
Fast Detection of XML Structural Similarity.
IEEE Trans. Knowl. Data Eng., 2005

Wrapping PDF Documents: A Preliminary Study.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

A Distributed System for Answering Range Queries on Sensor Network Data.
Proceedings of the 3rd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2005 Workshops), 2005

2004
Web wrapper induction: a brief survey.
AI Commun., 2004

A Framework for minimizing Xpath queries.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

2003
Techniques for the analysis and mining of data and web documents.
PhD thesis, 2003

Efficient and effective Web change detection.
Data Knowl. Eng., 2003

Approximate Query Answering on Sensor Network Data Streams.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

2002
Detecting Structural Similarities between XML Documents.
Proceedings of the Fifth International Workshop on the Web and Databases, 2002

A Framework for Adaptive Mail Classification.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

2001
Combining inductive and deductive tools for data analysis.
AI Commun., 2001

Monitoring Web Information Changes.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

Using an Out-of-Core Technique for Clustering Large Data Sets.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

Meaningful Change Detection on the Web.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

2000
Un sistema per la classificazione dei bilanci aziendali.
Proceedings of the Ottavo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2000

Combining Different Data Mining Techniques to Improve Data Analysis.
Proceedings of the Flexible Query Answering Systems, 2000

A Hybrid Technique for Data Mining on Balance-Sheet Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000


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