Paolo Garza

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders.

[BibT_eX]

[DOI]

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

How Much Attention Should we Pay to Mosquitoes?

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Mining spatiotemporally invariant patterns.

[BibT_eX]

[DOI]

Luca Colomba

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Additional Reviewer Assignment by Means of Weighted Association Rules.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2021

What's my App?: ML-based classification of RTC applications.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2021

PoliTO at TREC 2021 Podcast Summarization Track.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 2021

DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets.

[BibT_eX]

[DOI]

Matteo Corain

Abolfazl Asudeh

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Double-Step deep learning framework to improve wildfire severity classification.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Online Classification of RTC Traffic.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

Cross-lingual timeline summarization.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2021

2020

Effective video hyperlinking by means of enriched feature sets and monomodal query combinations.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

Training ensembles of faceted classification models for quantitative stock trading.

[BibT_eX]

[DOI]

Computing, 2020

Real-time Object Detection and Tracking in Mixed Reality using Microsoft HoloLens.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios.

[BibT_eX]

[DOI]

Jacopo Fior

Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, 2020

An explainable data-driven approach to web directory taxonomy mapping.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

DSLE: A Smart Platform for Designing Data Science Competitions.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

ELSA: A Multilingual Document Summarization Algorithm Based on Frequent Itemsets and Latent Semantic Analysis.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Quantitative cryptocurrency trading: exploring the use of machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, 2019

Unsupervised Burned Area Estimation through Satellite Tiles: A Multimodal Approach by Means of Image Segmentation over Remote Sensing Imagery.

[BibT_eX]

[DOI]

AI-Based Flood Event Understanding and Quantifying Using Online Media and Satellite Data.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Adaptive Hierarchical Clustering for Petrographic Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles within Restricted Urban Areas.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

2018

Discovering cross-topic collaborations among researchers by exploiting weighted association rules.

[BibT_eX]

[DOI]

Scientometrics, 2018

Characterizing unpredictable patterns in Wireless Sensor Network data.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Deep Learning Models for Passability Detection of Flooded Roads.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences.

[BibT_eX]

[DOI]

Alessandro Farasin

Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

A Density-based Preprocessing Technique to Scale Out Clustering.

[BibT_eX]

[DOI]

Eliana Pastor

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Scaling associative classification for very large datasets.

[BibT_eX]

[DOI]

Luca Venturini

J. Big Data, 2017

Discovering profitable stocks for intraday trading.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Planning stock portfolios by means of weighted frequent itemsets.

[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

Eurecom-Polito at TRECVID 2017: Hyperlinking task.

[BibT_eX]

[DOI]

Benoit Huet

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Identifying Collaborations among Researchers: a pattern-based approach.

[BibT_eX]

[DOI]

Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017

SQL versus NoSQL databases for geospatial applications.

[BibT_eX]

[DOI]

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

Discovering High-Utility Itemsets at Multiple Abstraction Levels.

[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

Characterization and search of web services through intensional knowledge.

[BibT_eX]

[DOI]

Devis Bianchini

Elisa Quintarelli

J. Intell. Inf. Syst., 2016

Eurecom-Polito at TRECVID 2016: Hyperlinking Tasks.

[BibT_eX]

[DOI]

Benoit Huet

Proceedings of the 2016 TREC Video Retrieval Evaluation, 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]

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

BAC: A Bagged Associative Classifier for Big Data Frameworks.

[BibT_eX]

[DOI]

Luca Venturini

Daniele Apiletti

Proceedings of the New Trends in Databases and Information Systems, 2016

Reducing Big Data by Means of Context-Aware Tailoring.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2016

2015

MWI-Sum: A Multilingual Summarizer Based on Frequent Weighted Itemsets.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2015

MeTA: Characterization of Medical Treatments at Different Abstraction Levels.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

An Expert CAD Flow for Incremental Functional Diagnosis of Complex Electronic Boards.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Pattern set mining with schema-based constraint.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

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

[BibT_eX]

[DOI]

Inf. Sci., 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

PaWI: Parallel Weighted Itemset Mining by Means of MapReduce.

[BibT_eX]

[DOI]

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

A Review of Scalable Approaches for Frequent Itemset Mining.

[BibT_eX]

[DOI]

Daniele Apiletti

Fabio Pulvirenti

Proceedings of the New Trends in Databases and Information Systems, 2015

2014

Infrequent Weighted Itemset Mining Using Frequent Pattern Growth.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 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

2013

EnBay: A Novel Pattern-Based Bayesian Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Itemset generalization with cardinality-based constraints.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Improving classification models with taxonomy information.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

A data mining approach to incremental adaptive functional diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2013

Frequent weighted itemset mining from gene expression data.

[BibT_eX]

[DOI]

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

Hadoop on a Low-Budget General Purpose HPC Cluster in Academia.

[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

I-prune: Item selection for associative classification.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2012

2011

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

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

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

[BibT_eX]

[DOI]

Tania Cerquitelli

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

Structured data classification by means of matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

TOD: Temporal outlier detection by using quasi-functional temporal dependencies.

[BibT_eX]

[DOI]

Giulia Bruno

Data Knowl. Eng., 2010

Support driven opportunistic aggregation for generalized itemset extraction.

[BibT_eX]

[DOI]

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

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

2008

A Lazy Approach to Associative Classification.

[BibT_eX]

[DOI]

Silvia Chiusano

IEEE Trans. Knowl. Data Eng., 2008

2007

Answering XML queries by means of data summaries.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2007

Anomaly detection through quasi-functional dependency analysis.

[BibT_eX]

J. Digit. Inf. Manag., 2007

RADAR: Research of Anomalous Data through Association Rules.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Anomaly Detection in XML databases by means of Association Rules.

[BibT_eX]

[DOI]

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

2006

Associative text categorization exploiting negated words.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

2005

Associative classification algorithms.

[BibT_eX]

[DOI]

PhD thesis, 2005

2004

Answering Queries on XML Data by means of Association Rules.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

On support thresholds in associative classification.

[BibT_eX]

[DOI]

Silvia Chiusano

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Summarizing XML Data by Means of Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

2003

Majority Classification by Means of Association Rules.

[BibT_eX]

[DOI]

Carla-Fabiana Chiasserini

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Towards Feasible Topology Formation Algorithms for Bluetooth-based WPANs.

[BibT_eX]

[DOI]

Marco Ajmone Marsan

Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002

Accurate Classification by means of Association Rules.

[BibT_eX]

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

A Lazy Approach to Pruning Classification Rules.

[BibT_eX]

[DOI]