Luca Cagliero

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 102

Top Venues

Publications

Simone Papicchio, Paolo Papotti, Luca Cagliero
Evaluating Ambiguous Questions in Semantic Parsing. ICDEW (2024)
Davide Napolitano, Luca Cagliero
BONES: a Benchmark fOr Neural Estimation of Shapley values. CoRR (2024)
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli
Building Foundations for Inclusiveness through Expert-Annotated Data. EDBT/ICDT Workshops (2024)
Daniele Rege Cambrin, Luca Cagliero, Paolo Garza
DQNC2S: DQN-Based Cross-Stream Crisis Event Summarizer. ECIR (3) (2024)
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding. ACL (Findings) (2024)
Daniele Rege Cambrin, Luca Cagliero, Paolo Garza
DQNC2S: DQN-based Cross-stream Crisis event Summarizer. CoRR (2024)
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Lorenzo Canale, Laura Farinetti
Abstractive video lecture summarization: applications and future prospects. Educ. Inf. Technol. 29 (3) (2024)
Lorenzo Canale, Luca Cagliero, Laura Farinetti, Marco Torchiano
On Predicting Exam Performance Using Version Control Systems' Features. Comput. 13 (6) (2024)
Irene Benedetto, Luca Cagliero, Francesco Tarasconi
Extreme Classification of European Union Law Documents Driven by Entity Embeddings. EDBT/ICDT Workshops (2024)
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
Benchmarking Representations for Speech, Music, and Acoustic Events. CoRR (2024)
Lorenzo Bertetto, Francesca Bettinelli, Alessio Buda, Marco Da Mommio, Simone Di Bari, Claudio Savelli, Elena Baralis, Anna Bernasconi, Luca Cagliero, Stefano Ceri, Francesco Pierri
Towards an Explorable Conceptual Map of Large Language Models. CAiSE Forum (2024)
Lorenzo Vaiani, Luca Cagliero, Paolo Garza
Emotion Recognition from Videos Using Multimodal Large Language Models. Future Internet 16 (7) (2024)
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
TASP: Topic-based abstractive summarization of Facebook text posts. Expert Syst. Appl. 255 (2024)
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding. CoRR (2024)
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
Towards Comprehensive Subgroup Performance Analysis in Speech Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Lorenzo Vaiani, Luca Cagliero, Paolo Garza
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation. SemEval@ACL (2023)
Silvia Buccafusco, Luca Cagliero, Andrea Megaro, Francesco Vaccarino, Riccardo Loti, Lucia Salvatori
Learning industrial vehicles' duty patterns: A real case. Comput. Ind. 145 (2023)
Irene Benedetto, Gianpiero Sportelli, Sara Bertoldo, Francesco Tarasconi, Luca Cagliero, Giuseppe Giacalone
On the use of Pretrained Language Models for Legal Italian Document Classification. KES (2023)
Irene Benedetto, Luca Cagliero, Francesco Tarasconi, Giuseppe Giacalone, Claudia Bernini
Benchmarking Abstractive Models for Italian Legal News Summarization. JURIX (2023)
Moreno La Quatra, Luca Cagliero
BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization. Future Internet 15 (1) (2023)
Giuseppe Gallipoli, Moreno La Quatra, Daniele Rege Cambrin, Salvatore Greco, Luca Cagliero
DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy. EVALITA (2023)
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli
Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) (2023)
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction. SemEval@ACL (2023)
Daniele G. Gioia, Jacopo Fior, Luca Cagliero
Early portfolio pruning: a scalable approach to hybrid portfolio selection. Knowl. Inf. Syst. 65 (6) (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. CoRR (2023)
Luca Cagliero, Jacopo Fior, Paolo Garza
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition. Expert Syst. Appl. 216 (2023)
Luca Cagliero, Silvia Buccafusco, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti
Detecting industrial vehicles' duty levels using contrastive learning. BigData (2023)
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection. CoRR (2023)
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts. WASSA@ACL (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. INTERSPEECH (2023)
Luca Cagliero, Lorenzo Canale, Laura Farinetti
Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories. Algorithms 16 (10) (2023)
Simone Papicchio, Paolo Papotti, Luca Cagliero
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data. NeurIPS (2023)
Luca Colomba, Luca Cagliero, Paolo Garza
Density-Based Clustering by Means of Bridge Point Identification. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach. EDBT/ICDT Workshops (2023)
Lorenzo D'Amico, Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection. EVALITA (2023)
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy. EVALITA (2023)
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
Exploring Subgroup Performance in End-to-End Speech Models. ICASSP (2023)
Davide Napolitano, Luca Cagliero
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets. COMPSAC (2023)
Jacopo Fior, Luca Cagliero, Paolo Garza
Leveraging Explainable AI to Support Cryptocurrency Investors. Future Internet 14 (9) (2022)
Luca Colomba, Luca Cagliero, Paolo Garza
Mining spatiotemporally invariant patterns. SIGSPATIAL/GIS (2022)
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo
Legal Entity Disambiguation for Financial Crime Detection. Big Data (2022)
Stefano Tata, Luca Cagliero
A scalable approach to detect Contrasting Consecutive Patterns in time series data. COMPSAC (2022)
Moreno La Quatra, Luca Cagliero
Transformer-based highlights extraction from scientific papers. Knowl. Based Syst. 252 (2022)
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders. MuSe @ ACM Multimedia (2022)
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
Leveraging multimodal content for podcast summarization. SAC (2022)
Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis
How Much Attention Should we Pay to Mosquitoes? ACM Multimedia (2022)
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza
Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Irene Benedetto, Luca Cagliero, Francesco Tarasconi
Automatic Inference of Taxonomy Relationships Among Legal Documents. ADBIS (Short Papers) (2022)
Jacopo Fior, Luca Cagliero, Tommaso Calò
Generating Comparative Explanations of Financial Time Series. ADBIS (2022)
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
ViPER: Video-based Perceiver for Emotion Recognition. MuSe @ ACM Multimedia (2022)
Jacopo Fior, Luca Cagliero
Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model. IEEE Access 10 (2022)
Irene Benedetto, Lorenzo Canale, Laura Farinetti, Luca Cagliero, Moreno La Quatra
Leveraging summarization techniques in educational technology systems. COMPSAC (2022)
Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti
Profiling industrial vehicle duties using CAN bus signal segmentation and clustering. EDBT/ICDT Workshops (2021)
Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus
E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData (2021)
Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo
Summarize Dates First: A Paradigm Shift in Timeline Summarization. SIGIR (2021)
Lorenzo Canale, Laura Farinetti, Luca Cagliero
From teaching books to educational videos and vice versa: a cross-media content retrieval experience. COMPSAC (2021)
Luca Cagliero, Moreno La Quatra, Paolo Garza, Elena Baralis
Cross-lingual timeline summarization. AIKE (2021)
Luca Cagliero, Paolo Garza, Andrea Pasini, Elena Baralis
Additional Reviewer Assignment by Means of Weighted Association Rules. IEEE Trans. Emerg. Top. Comput. 9 (1) (2021)
Luca Cagliero, Moreno La Quatra
Automatic slides generation in the absence of training data. COMPSAC (2021)
Jacopo Fior, Luca Cagliero
Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings. COMPSAC (2021)
Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data. Comput. Ind. 130 (2021)
Moreno La Quatra, Luca Cagliero, Elena Baralis
Leveraging full-text article exploration for citation analysis. Scientometrics 126 (10) (2021)
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
PoliTO at TREC 2021 Podcast Summarization Track. TREC (2021)
Luca Cagliero, Moreno La Quatra
Inferring Multilingual Domain-Specific Word Embeddings From Large Document Corpora. IEEE Access 9 (2021)
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC (2020)
Giuseppe Attanasio, Luca Cagliero, Elena Baralis
Leveraging the explainability of associative classifiers to support quantitative stock trading. DSMM@SIGMOD (2020)
Jacopo Fior, Luca Cagliero
Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading. ICDM (Workshops) (2020)
Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services. IEEE Access 8 (2020)
Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles. EDBT/ICDT Workshops (2020)
Luca Cagliero, Moreno La Quatra
Extracting highlights of scientific articles: A supervised summarization approach. Expert Syst. Appl. 160 (2020)
Luca Cagliero, Lorenzo Canale, Laura Farinetti
UNIFORM: Automatic Alignment of Open Learning Datasets. COMPSAC (2020)
Jacopo Fior, Luca Cagliero, Paolo Garza
Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios. DSMM@SIGMOD (2020)
Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis
Training ensembles of faceted classification models for quantitative stock trading. Computing 102 (5) (2020)
Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment. EDBT/ICDT Workshops (2020)
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
An explainable data-driven approach to web directory taxonomy mapping. KES (2020)
Moreno La Quatra, Luca Cagliero, Elena Baralis
Exploiting pivot words to classify and summarize discourse facets of scientific papers. Scientometrics 125 (3) (2020)
Moreno La Quatra, Luca Cagliero, Elena Baralis
Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models. BIRNDL@SIGIR (2019)
Luca Cagliero, Lorenzo Canale, Laura Farinetti
VISA: A Supervised Approach to Indexing Video Lectures with Semantic Annotations. COMPSAC (1) (2019)
Luca Cagliero, Laura Farinetti, Elena Baralis
Recommending Personalized Summaries of Teaching Materials. IEEE Access 7 (2019)
Luca Cagliero, Paolo Garza, Elena Baralis
ELSA: A Multilingual Document Summarization Algorithm Based on Frequent Itemsets and Latent Semantic Analysis. ACM Trans. Inf. Syst. 37 (2) (2019)
Luca Cagliero, Silvia Chiusano, Elena Daraio, Paolo Garza
CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles within Restricted Urban Areas. BigData Congress (2019)
Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. EDBT/ICDT Workshops (2019)
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. ICDM Workshops (2019)
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
Quantitative cryptocurrency trading: exploring the use of machine learning techniques. DSMM@SIGMOD (2019)
Luca Cagliero, Luigi De Russis, Laura Farinetti, Teodoro Montanaro
Improving the Effectiveness of SQL Learning Practice: A Data-Driven Approach. COMPSAC (1) (2018)
Luca Cagliero, Paolo Garza
Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context. EDBT/ICDT Workshops (2018)
Elena Baralis, Luca Cagliero
Highlighter: Automatic Highlighting of Electronic Learning Documents. IEEE Trans. Emerg. Top. Comput. 6 (1) (2018)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio
Characterizing unpredictable patterns in Wireless Sensor Network data. Inf. Sci. 467 (2018)
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
Discovering cross-topic collaborations among researchers by exploiting weighted association rules. Scientometrics 116 (2) (2018)
Luca Cagliero
Summarization of emergency news articles driven by relevance feedback. IEEE BigData (2017)
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
Identifying Collaborations among Researchers: a pattern-based approach. BIRNDL@SIGIR (1) (2017)
Luca Cagliero, Laura Farinetti, Elena Baralis
Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization. COMPSAC (1) (2017)
Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
Discovering High-Utility Itemsets at Multiple Abstraction Levels. ADBIS (Short Papers and Workshops) (2017)
Elena Baralis, Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto
Experimental Validation of a Massive Educational Service in a Blended Learning Environment. COMPSAC (1) (2017)
Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Baralis
Educational video services in universities: A systematic effectiveness analysis. FIE (2017)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti
Discovering profitable stocks for intraday trading. Inf. Sci. 405 (2017)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Xin Xiao
Predicting critical conditions in bicycle sharing systems. Computing 99 (1) (2017)
Elena Baralis, Luca Cagliero, Paolo Garza
Planning stock portfolios by means of weighted frequent itemsets. Expert Syst. Appl. 86 (2017)
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao
Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. SMARTCOMP (2016)
Elena Baralis, Luca Cagliero
Learning From Summaries: Supporting e-Learning Activities by Means of Document Summarization. IEEE Trans. Emerg. Top. Comput. 4 (3) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Cagliero