Luca Cagliero

Francesco Tarasconi

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

DQNC2S: DQN-Based Cross-Stream Crisis Event Summarizer.

[BibT_eX]

[DOI]

Daniele Rege Cambrin

Proceedings of the Advances in Information Retrieval, 2024

On Leveraging Multi-Page Element Relations in Visually-Rich Documents.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

ChatGPT, be my Teaching Assistant! Automatic Correction of SQL Exercises.

[BibT_eX]

[DOI]

Andrea Ignazio Manenti

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Towards an Explorable Conceptual Map of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Systems, 2024

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Density-Based Clustering by Means of Bridge Point Identification.

[BibT_eX]

[DOI]

Luca Colomba

IEEE Trans. Knowl. Data Eng., November, 2023

Early portfolio pruning: a scalable approach to hybrid portfolio selection.

[BibT_eX]

[DOI]

Daniele Giovanni Gioia

Knowl. Inf. Syst., June, 2023

Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., April, 2023

BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization.

[BibT_eX]

[DOI]

Future Internet, 2023

Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection.

[BibT_eX]

[DOI]

CoRR, 2023

Learning industrial vehicles' duty patterns: A real case.

[BibT_eX]

[DOI]

Comput. Ind., 2023

Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories.

[BibT_eX]

[DOI]

Algorithms, 2023

Transformer-based Prediction of Emotional Reactions to Online Social Network Posts.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Inclusively: An AI-Based Assistant for Inclusive Writing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data.

[BibT_eX]

[DOI]

Simone Papicchio

Paolo Papotti

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the use of Pretrained Language Models for Legal Italian Document Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Benchmarking Abstractive Models for Italian Legal News Summarization.

[BibT_eX]

[DOI]

Proceedings of the Legal Knowledge and Information Systems, 2023

ITALIC: An Italian Intent Classification Dataset.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Exploring Subgroup Performance in End-to-End Speech Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.

[BibT_eX]

[DOI]

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy.

[BibT_eX]

[DOI]

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Detecting industrial vehicles' duty levels using contrastive learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Transformer-based highlights extraction from scientific papers.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Leveraging Explainable AI to Support Cryptocurrency Investors.

[BibT_eX]

[DOI]

Future Internet, 2022

Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model.

[BibT_eX]

[DOI]

IEEE Access, 2022

Leveraging multimodal content for podcast summarization.

[BibT_eX]

[DOI]

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

ViPER: Video-based Perceiver for Emotion Recognition.

[BibT_eX]

[DOI]

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 scalable approach to detect Contrasting Consecutive Patterns in time series data.

[BibT_eX]

[DOI]

Stefano Tata

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Leveraging summarization techniques in educational technology systems.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Legal Entity Disambiguation for Financial Crime Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Generating Comparative Explanations of Financial Time Series.

[BibT_eX]

[DOI]

Tommaso Calò

Proceedings of the Advances in Databases and Information Systems, 2022

Automatic Inference of Taxonomy Relationships Among Legal Documents.

[BibT_eX]

[DOI]

Irene Benedetto

Francesco Tarasconi

Proceedings of the New Trends in Database and Information Systems, 2022

2021

Additional Reviewer Assignment by Means of Weighted Association Rules.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2021

Leveraging full-text article exploration for citation analysis.

[BibT_eX]

[DOI]

Scientometrics, 2021

Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data.

[BibT_eX]

[DOI]

Comput. Ind., 2021

Inferring Multilingual Domain-Specific Word Embeddings From Large Document Corpora.

[BibT_eX]

[DOI]

IEEE Access, 2021

PoliTO at TREC 2021 Podcast Summarization Track.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Summarize Dates First: A Paradigm Shift in Timeline Summarization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Profiling industrial vehicle duties using CAN bus signal segmentation and clustering.

[BibT_eX]

[DOI]

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

Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

From teaching books to educational videos and vice versa: a cross-media content retrieval experience.

[BibT_eX]

[DOI]

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Automatic slides generation in the absence of training data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

E-MIMIC: Empowering Multilingual Inclusive Communication.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Cross-lingual timeline summarization.

[BibT_eX]

[DOI]

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

2020

Exploiting pivot words to classify and summarize discourse facets of scientific papers.

[BibT_eX]

[DOI]

Scientometrics, 2020

Extracting highlights of scientific articles: A supervised summarization approach.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Training ensembles of faceted classification models for quantitative stock trading.

[BibT_eX]

[DOI]

Computing, 2020

REDTag: A Predictive Maintenance Framework for Parcel Delivery Services.

[BibT_eX]

[DOI]

IEEE Access, 2020

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

[BibT_eX]

[DOI]

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

Leveraging the explainability of associative classifiers to support quantitative stock trading.

[BibT_eX]

[DOI]

Giuseppe Attanasio

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

Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles.

[BibT_eX]

[DOI]

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

UNIFORM: Automatic Alignment of Open Learning Datasets.

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Recommending Personalized Summaries of Teaching Materials.

[BibT_eX]

[DOI]

IEEE Access, 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

Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models.

[BibT_eX]

[DOI]

Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 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

Heterogeneous Industrial Vehicle Usage Predictions: A Real Case.

[BibT_eX]

[DOI]

Elvio Gilberto Amparore

Riccardo Loti

Lucia Salvatori

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

VISA: A Supervised Approach to Indexing Video Lectures with Semantic Annotations.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Annual Computer Software and Applications 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

Highlighter: Automatic Highlighting of Electronic Learning Documents.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2018

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

[BibT_eX]

[DOI]

Mohammad Reza Kavoosifar

Scientometrics, 2018

Characterizing unpredictable patterns in Wireless Sensor Network data.

[BibT_eX]

[DOI]

Inf. Sci., 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

Improving the Effectiveness of SQL Learning Practice: A Data-Driven Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

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

Identifying Collaborations among Researchers: a pattern-based approach.

[BibT_eX]

[DOI]

Mohammad Reza Kavoosifar

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

Educational video services in universities: A systematic effectiveness analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Experimental Validation of a Massive Educational Service in a Blended Learning Environment.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Summarization of emergency news articles driven by relevance feedback.

[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

Learning From Summaries: Supporting e-Learning Activities by Means of Document Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 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

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

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

[BibT_eX]

[DOI]

Tania Cerquitelli

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

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

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

Generation and Evaluation of Summaries of Academic Teaching Materials.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 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

2014

Infrequent Weighted Itemset Mining Using Frequent Pattern Growth.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

RIB: A Robust Itemset-based Bayesian approach to classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 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

TweCoM: Topic and Context Mining from Twitter.

[BibT_eX]

[DOI]

Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013

A Rule-Based Flickr Tag Recommendation System.

[BibT_eX]

[DOI]

Luigi Grimaudo

Proceedings of the Social Media Retrieval, 2013

Discovering Temporal Change Patterns in the Presence of Taxonomies.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

EnBay: A Novel Pattern-Based Bayesian Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Personalized tag recommendation based on generalized rules.

[BibT_eX]

[DOI]

Luigi Grimaudo

ACM Trans. Intell. Syst. Technol., 2013

Itemset generalization with cardinality-based constraints.

[BibT_eX]

[DOI]

Inf. Sci., 2013

GraphSum: Discovering correlations among multiple terms for graph-based summarization.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Discovering generalized association rules from Twitter.

[BibT_eX]

[DOI]

Intell. Data Anal., 2013

Multi-document summarization based on the Yago ontology.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Improving classification models with taxonomy information.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Frequent weighted itemset mining from gene expression data.

[BibT_eX]

[DOI]

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

2012

Data mining by means of generalized patterns.

[BibT_eX]

[DOI]

PhD thesis, 2012

Generalized association rule mining with constraints.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Multi-document summarization exploiting frequent itemsets.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Applied Computing, 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