Tania Cerquitelli

Stefano Proto

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Characterizing unpredictable patterns in Wireless Sensor Network data.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Optimization of computer aided detection systems: An evolutionary approach.

[BibT_eX]

[DOI]

Lia Morra

Nunzia Coccia

Expert Syst. Appl., 2018

iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Mining Sensor Data for Predictive Maintenance in the Automotive Industry.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

Black-Box Model Explained Through an Assessment of Its Interpretable Features.

[BibT_eX]

[DOI]

Francesco Ventura

Francesco Giacalone

Proceedings of the New Trends in Databases and Information Systems, 2018

Characterizing Air-Quality Data Through Unsupervised Analytics Methods.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2018

Data Mining in Databases: Languages and Indices.

[BibT_eX]

[DOI]

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Discovering profitable stocks for intraday trading.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Twitter data laid almost bare: An insightful exploratory analyser.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Predicting critical conditions in bicycle sharing systems.

[BibT_eX]

[DOI]

Computing, 2017

Frequent Itemsets Mining for Big Data: A Comparative Analysis.

[BibT_eX]

[DOI]

Big Data Res., 2017

A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data.

[BibT_eX]

[DOI]

Big Data Res., 2017

Data miners' little helper: data transformation activity cues for cluster analysis on document collections.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

Prompting the data transformation activities for cluster analysis on collections of documents.

[BibT_eX]

[DOI]

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Self-tuning techniques for large scale cluster analysis on textual data collections.

[BibT_eX]

[DOI]

Francesco Ventura

Proceedings of the Symposium on Applied Computing, 2017

Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques.

[BibT_eX]

[DOI]

Marco Savino Piscitelli

Alfonso Capozzoli

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection.

[BibT_eX]

[DOI]

Francesco Ventura

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2017

2016

SeLINA: A Self-Learning Insightful Network Analyzer.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2016

Discovering users with similar internet access performance through cluster analysis.

[BibT_eX]

[DOI]

Antonio Servetti

Enrico Masala

Expert Syst. Appl., 2016

Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario.

[BibT_eX]

[DOI]

Xin Xiao

Expert Syst. Appl., 2016

Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

SaFe-NeC: A scalable and flexible system for network data characterization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Analyzing air pollution on the urban environment.

[BibT_eX]

[DOI]

Mohammad Reza Kavoosifar

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Supporting the analysis of urban data through NoSQL technologies.

[BibT_eX]

[DOI]

Antonio Attanasio

Proceedings of the 7th International Conference on Information, 2016

Data mining for better healthcare: A path towards automated data analysis?

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

Discovering air quality patterns in urban environments.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Supporting stock trading in multiple foreign markets: a multilingual news summarization approach.

[BibT_eX]

[DOI]

Luca Cagliero

Federico Boni Castagnetti

Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016

2015

MeTA: Characterization of Medical Treatments at Different Abstraction Levels.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Scalable out-of-core itemset mining.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Digging deep into weighted patient data through multiple-level patterns.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Reducing the search space in ontology alignment using clustering techniques and topic identification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Knowledge Capture, 2015

PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Monitoring the citizens' perception on urban security in Smart City environments.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

Predicting Cardiopulmonary Response to Incremental Exercise Test.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Energy Signature Analysis: Knowledge at Your Fingertips.

[BibT_eX]

[DOI]

Federico Boni Castagnetti

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Twitter data analysis by means of Strong Flipping Generalized Itemsets.

[BibT_eX]

[DOI]

J. Syst. Softw., 2014

Expressive generalized itemsets.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Misleading Generalized Itemset discovery.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

MGI-Cloud: discovery of misleading generalized itemsets.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Misleading Generalized Itemset Mining in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2014

A Clustering-Based Approach to Analyse Examinations for Diabetic Patients.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

2013

Early prediction of the highest workload in incremental cardiopulmonary tests.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2013

Analysis of diabetic patients through their examination history.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

NetCluster: A clustering-based framework to analyze internet passive measurements data.

[BibT_eX]

[DOI]

Comput. Networks, 2013

SeaRum: A Cloud-Based Service for Association Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Trust, 2013

Association Rule Mining as a Cloud-Based Service.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Analysis of Twitter Data Using a Multiple-level Clustering Strategy.

[BibT_eX]

[DOI]

Proceedings of the Model and Data Engineering - Third International Conference, 2013

P-Mine: Parallel itemset mining on large datasets.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Frequent weighted itemset mining from gene expression data.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

New Trends in Databases and Information Systems: Contributions from ADBIS 2013.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2013

2012

Generalized association rule mining with constraints.

[BibT_eX]

[DOI]

Inf. Sci., 2012

2011

CAS-Mine: providing personalized services in context-aware applications by means of generalized rules.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Energy-saving models for wireless sensor networks.

[BibT_eX]

[DOI]

Daniele Apiletti

Knowl. Inf. Syst., 2011

Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules.

[BibT_eX]

[DOI]

Luca Cagliero

Paolo Garza

Int. J. Semantic Web Inf. Syst., 2011

An Efficient Itemset Mining Approach for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

Community-Contributed Media Collections: Knowledge at Our Fingertips.

[BibT_eX]

[DOI]

Alessandro Fiori

Alberto Grand

Proceedings of the Community-Built Databases - Research and Development., 2011

2010

Constrained itemset mining on a sequence of incoming data blocks.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2010

Compactly Storing Frequent Itemsets (Extended Abstract).

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

A persistent HY-Tree to efficiently support itemset mining on large datasets.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Array-Tree: A persistent data structure to compactly store frequent itemsets.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Support driven opportunistic aggregation for generalized itemset extraction.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Predicting the highest workload in cardiopulmonary test.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009

IMine: Index Support for Item Set Mining.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Real-Time Analysis of Physiological Data to Support Medical Applications.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2009

Characterizing network traffic by means of the NetMine framework.

[BibT_eX]

[DOI]

Comput. Networks, 2009

Generalized Association Rules to Support Context-aware User and Service Profiling.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Context-Aware User and Service Profiling by Means of Generalized Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

NetCluster: A Clustering-Based Framework for Internet Tomography.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

2008

Indexing Evolving Databases for Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Generalized association rules to support Network Digest analysis.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

2007

Modeling a Sensor Network by means of Clustering.

[BibT_eX]

[DOI]

Vincenzo D'Elia

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

SAPhyRA: Stream Analysis for Physiological Risk Assessment.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006

Selecting Representatives in a Sensor Network.

[BibT_eX]

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

2005

Index Support for Mining Data Streams in a Relational DBMS.

[BibT_eX]

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Index Support for Frequent Itemset Mining in a Relational DBMS.

[BibT_eX]

[DOI]