Tania Cerquitelli

Tania Cerquitelli, Silvia Chiusano, Antonio Attanasio, 2016, 2016 7th International Conference on Information, Intelligence, Systems & Applications (IISA).

Discovering users with similar internet access performance through cluster analysis

Tania Cerquitelli, Enrico Masala, Antonio Servetti, 2016, Expert Syst. Appl..

Predicting the highest workload in cardiopulmonary test

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Expressive generalized itemsets

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2014, Inf. Sci..

Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques

Tania Cerquitelli, Alfonso Capozzoli, Evelina Di Corso, 2017, 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Energy-aware models for sensor network data acquisition.

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2009, DCOSS 2009.

Real-Time Analysis of Physiological Data to Support Medical Applications

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2009, IEEE Transactions on Information Technology in Biomedicine.

Index Support for Mining Data Streams in a Relational DBMS

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2005, SEBD.

Community-Contributed Media Collections: Knowledge at Our Fingertips

Tania Cerquitelli, Alberto Grand, Alessandro Fiori, 2011, Community-Built Databases.

Intelligent Acquisition Techniques for Sensor Network Data

Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia, 2010 .

Mining Sensor Data for Predictive Maintenance in the Automotive Industry

Elena Baralis, Marco Mellia, Tania Cerquitelli, 2018, 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA).

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

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2016, NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium.

Modeling a Sensor Network by means of Clustering

Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia, 2007, 18th International Workshop on Database and Expert Systems Applications (DEXA 2007).

Semi-automatic knowledge extraction to enrich open linked data

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2013 .

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

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Analysis of diabetic patients through their examination history

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2013, Expert Syst. Appl..

Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings

Daniele Apiletti, Tania Cerquitelli, Giovanni Malnati, 2022 .

Index support for frequent itemset mining in a relational DBMS

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2005, 21st International Conference on Data Engineering (ICDE'05).

NetCluster: A Clustering-Based Framework for Internet Tomography

Elena Baralis, Andrea Bianco, Marco Mellia, 2009, 2009 IEEE International Conference on Communications.

Wireless Sensor Network Design for Energy-Efficient Monitoring

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2013 .

Energy-saving models for wireless sensor networks

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2011, Knowledge and Information Systems.

Robot fault detection and remaining life estimation for predictive maintenance

Tania Cerquitelli, Riccardo Pinto, T. Cerquitelli, 2019, ANT/EDI40.

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

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2016, DSMM@SIGMOD.

Twitter data laid almost bare: An insightful exploratory analyser

Tania Cerquitelli, Silvia Chiusano, Xin Xiao, 2017, Expert Syst. Appl..

Exploiting Wireless Sensor Networks for Monitoring Building Performance

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2010 .

Transparent Data Mining for Big and Small Data

Daniele Quercia, Tania Cerquitelli, Frank A. Pasquale, 2017 .

Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption

Elena Baralis, Daniele Apiletti, Enrico Macii, 2015, EDBT/ICDT Workshops.

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

Luca Cagliero, Pierangelo Garino, Tania Cerquitelli, 2015, 2015 31st IEEE International Conference on Data Engineering Workshops.

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

Tania Cerquitelli, Silvia Chiusano, Xin Xiao, 2016, Expert Syst. Appl..

Optimization of computer aided detection systems: An evolutionary approach

Tania Cerquitelli, Lia Morra, Nunzia Coccia, 2018, Expert Syst. Appl..

REDTag: A Predictive Maintenance Framework for Parcel Delivery Services

Luca Cagliero, Daniele Apiletti, Tania Cerquitelli, 2020, IEEE Access.

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

Daniele Apiletti, Enrico Macii, Massimo Poncino, 2018, 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom).

Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science

Daniele Quercia, Tania Cerquitelli, Robert Wrembel, 2020, Inf. Syst. Frontiers.

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

Patrick Lambrix, Tania Cerquitelli, Zlatan Dragisic, 2015, K-CAP.

Frequent Itemset Mining in a Relational DBMS

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2004, SEBD.

SeLINA: A Self-Learning Insightful Network Analyzer

Elena Baralis, Daniele Apiletti, Danilo Giordano, 2016, IEEE Transactions on Network and Service Management.

Characterizing Situations of Dock Overload in Bicycle Sharing Stations

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2018, Applied Sciences.

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

Elena Baralis, Andrea Bianco, Marco Mellia, 2013, Comput. Networks.

SeaRum: A Cloud-Based Service for Association Rule Mining

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2013, 2013 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications.

Discovering electricity consumption over time for residential consumers through cluster analysis

Tania Cerquitelli, Gianfranco Chicco, Francesco Ventura, 2018, 2018 International Conference on Development and Application Systems (DAS).

Generalized association rule mining with constraints

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2012, Inf. Sci..

IoT Platforms and Technologies Driving Spatial Planning and Analytics

Enrico Macii, Tania Cerquitelli, Andrea Acquaviva, 2019 .

Frequent Itemsets Mining for Big Data: A Comparative Analysis

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2017, Big Data Res..

BUILDING MULTIMEDIA DATA WAREHOUSES FROM DISTRIBUTED DATA CREACIÓN DE DEPÓSITOS DE DATOS MULTIMEDIA A PARTIR DE DATOS DISTRIBUIDOS

Tania Cerquitelli, Genoveva Vargas-Solar, Jose Luis Zechinelli-Martini, 2004 .

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

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2009, SEBD.

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

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2016, 2016 IEEE 32nd International Conference on Data Engineering Workshops (ICDEW).

Digging deep into weighted patient data through multiple-level patterns

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2015, Inf. Sci..

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

Tania Cerquitelli, Silvia Chiusano, Francesco Ventura, 2017, WIMS.

MGI-Cloud: discovery of misleading generalized itemsets

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2014, SEBD.

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

Tania Cerquitelli, Francesco Ventura, Evelina Di Corso, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Ubiquitous risk analysis of physiological data

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2008 .

A microservice architecture for predictive analytics in manufacturing

Enrico Macii, Tania Cerquitelli, Nikolaos Nikolakis, 2020 .

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

Luca Cagliero, Elena Baralis, Tania Cerquitelli, 2010, Knowledge and Information Systems.

Network traffic analysis by means of Misleading Generalized Itemsets

Luca Cagliero, Elena Baralis, Daniele Apiletti, 2014 .

Indexing Evolving Databases for Itemset Mining

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2008, Intelligent Techniques and Tools for Novel System Architectures.

Constrained itemset mining on a sequence of incoming data blocks

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2010, Int. J. Intell. Syst..

A Fog Computing Approach for Predictive Maintenance

Enrico Macii, Alberto Macii, Tania Cerquitelli, 2019, CAiSE Workshops.

Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine

Elena Baralis, Daniele Apiletti, Enrico Macii, 2019, Electronics.

Modeling a Sensor Network by means of Clustering

Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia, 2007 .

Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2008, Intelligent Techniques and Tools for Novel System Architectures.

Association Rule Mining as a Cloud-Based Service

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2013, SEBD.

Predicting critical conditions in bicycle sharing systems

Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, 2016, Computing.

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

Tania Cerquitelli, Francesco Ventura, Francesco Giacalone, 2018, ADBIS.

Analysis of Twitter Data Using a Multiple-level Clustering Strategy

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2013, MEDI.

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

Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, 2016, 2016 IEEE International Conference on Smart Computing (SMARTCOMP).

Modeling Urban Traffic Data Through Graph-Based Neural Networks

Tania Cerquitelli, Alan Perotti, Viviana Pinto, 2019, INNSBDDL.

New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II

Jaroslav Pokorný, Barbara Catania, Tania Cerquitelli, 2014, ADBIS.

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

Luca Cagliero, Tania Cerquitelli, Paolo Garza, 2011, Int. J. Semantic Web Inf. Syst..

Clustering-Based Assessment of Residential Consumers from Hourly-Metered Data

Tania Cerquitelli, Gianfranco Chicco, Francesco Ventura, 2018, 2018 International Conference on Smart Energy Systems and Technologies (SEST).

METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models

Daniele Apiletti, Tania Cerquitelli, Evelina Di Corso, 2018 .

Generalized association rules to support Network Digest analysis

Elena Baralis, Daniele Apiletti, Tania Cerquitelli, 2008, SEBD.

New Trends in Databases and Information Systems: ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8–11, 2019, Proceedings

Elena Baralis, Bernhard Thalheim, Barbara Catania, 2019, ADBIS.

New Trends in Databases and Information Systems: ADBIS 2020 Short Papers, Lyon, France, August 25–27, 2020, Proceedings

Elena Baralis, Bernhard Thalheim, Klaus-Dieter Schewe, 2020, ADBIS.

Compactly Storing Frequent Itemsets (Extended Abstract)

Elena Baralis, Tania Cerquitelli, Silvia Chiusano, 2010, SEBD.