Luca Cagliero

175 papers A* 5A 2B 18C 6Misc 4Journal 73Unranked 64
YearRankTypeTitle / Venue / Authors
2026 — conf
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering.
EVALITA
Ali Yassine, Claudio Savelli, Davide Napolitano, Giuseppe Gallipoli, Luca Cagliero, Elena Baralis
2026 A* conf
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents.
AAAI
Davide Napolitano, Luca Cagliero, Fabrizio Battiloro
2026 — conf
Exploring In-Context Learning Strategies for Temporal Ordering of Legal Events using Large Language Models.
EDBT/ICDT Workshops
Andrea Cacioli, Luca Cagliero, Francesco Tarasconi
2026 J jnl
From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures.
CoRR
Chiara Bonfanti, Davide Colaiacomo, Luca Cagliero, Cataldo Basile
2026 — conf
Ita-Lib at SVELA: Detecting the Forgotten - Representation-Based Approach for Verifying Machine Unlearning.
EVALITA
Ali Yassine, Hadi Ibrahim, Luca Cagliero
2026 J jnl
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection.
Inf.
Ali Yassine, Luca Cagliero, Luca Vassio
2026 — conf
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study.
EDBT/ICDT Workshops
Ali Yassine, Fabio Zorzan, Lucia Salvatori, Luca Vassio, Luca Cagliero
2025 J jnl
A Conceptual Map for Exploring the Landscape of Large Language Models.
IEEE Access
Francesco Pierri, Anna Bernasconi, Flavio Giobergia, Claudio Savelli, Elena Baralis, Luca Cagliero, Stefano Ceri
2025 — conf
A Critical Approach to ChatGPT: An Experience in SQL Learning.
SIGCSE (1)
Laura Farinetti, Luca Cagliero
2025 J jnl
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding.
Comput.
Lorenzo Vaiani, Davide Napolitano, Luca Cagliero
2025 J jnl
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents.
CoRR
Davide Napolitano, Luca Cagliero, Fabrizio Battiloro
2025 J jnl
Boosting court judgment prediction and explanation using legal entities.
Artif. Intell. Law
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis
2025 J jnl
Cross-modal consistency types in multimodal social data.
Knowl. Based Syst.
Lorenzo Vaiani, Luca Cagliero, Paolo Garza, Jason Ravagli
2025 — conf
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.
ACL (Findings)
Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu
2025 J jnl
Discovering SpatioTemporally Invariant Event Patterns From Mobility Data.
IEEE Trans. Intell. Transp. Syst.
Luca Colomba, Luca Cagliero, Paolo Garza
2025 B conf
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language.
COLING
Giuseppe Gallipoli, Luca Cagliero
2025 A conf
KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs.
CIKM
Lorenzo Vaiani, Yihao Ding, Luca Cagliero, Jean Lee, Paolo Garza, Josiah Poon, Soyeon Caren Han
2025 C conf
LR
JURIX
Irene Benedetto, Luca Cagliero, Francesco Tarasconi
2025 — conf
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions.
KDD (2)
Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis
2025 — conf
Privacy Preserving Data Selection for Bias Mitigation in Speech Models.
ACL (6)
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2025 J jnl
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data.
ACM Trans. Intell. Syst. Technol.
Simone Papicchio, Paolo Papotti, Luca Cagliero
2025 — conf
Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis.
EDBT/ICDT Workshops
Giuseppe Gallipoli, Luca Cagliero, Alessandro Mosca, Arianna Miola, Daniele Borghi
2025 A* conf
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing.
EMNLP
Simone Papicchio, Luca Cagliero, Paolo Papotti
2025 — conf
Semi-supervised Community Detection in Dynamic Graphs.
EDBT/ICDT Workshops
Matteo Bianco, Luca Cagliero, Luca Vassio
2025 J jnl
Text-to-Remote-Sensing-Image Retrieval beyond RGB Sources.
CoRR
Daniele Rege Cambrin, Lorenzo Vaiani, Giuseppe Gallipoli, Luca Cagliero, Paolo Garza
2025 J jnl
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL.
CoRR
Simone Papicchio, Simone Rossi, Luca Cagliero, Paolo Papotti
2025 J jnl
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications.
ACM Trans. Intell. Syst. Technol.
Salvatore Greco, Moreno La Quatra, Luca Cagliero, Tania Cerquitelli
2024 — conf
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.
ACL (Findings)
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
2024 J jnl
Abstractive video lecture summarization: applications and future prospects.
Educ. Inf. Technol.
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Lorenzo Canale, Laura Farinetti
2024 J jnl
BONES: a Benchmark fOr Neural Estimation of Shapley values.
CoRR
Davide Napolitano, Luca Cagliero
2024 — conf
Benchmarking Representations for Speech, Music, and Acoustic Events.
ICASSP Workshops
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Benchmarking Representations for Speech, Music, and Acoustic Events.
CoRR
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 — conf
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning.
EMNLP (Findings)
Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto, Luca Cagliero, Paolo Garza
2024 J jnl
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning.
CoRR
Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto, Luca Cagliero, Paolo Garza
2024 — conf
Building Foundations for Inclusiveness through Expert-Annotated Data.
EDBT/ICDT Workshops
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli
2024 B conf
ChatGPT, be my Teaching Assistant! Automatic Correction of SQL Exercises.
COMPSAC
Luca Cagliero, Laura Farinetti, Jacopo Fior, Andrea Ignazio Manenti
2024 — conf
DQNC2S: DQN-Based Cross-Stream Crisis Event Summarizer.
ECIR (3)
Daniele Rege Cambrin, Luca Cagliero, Paolo Garza
2024 J jnl
DQNC2S: DQN-based Cross-stream Crisis event Summarizer.
CoRR
Daniele Rege Cambrin, Luca Cagliero, Paolo Garza
2024 J jnl
Efficient Neural Network-Based Estimation of Interval Shapley Values.
IEEE Trans. Knowl. Data Eng.
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
2024 J jnl
Emotion Recognition from Videos Using Multimodal Large Language Models.
Future Internet
Lorenzo Vaiani, Luca Cagliero, Paolo Garza
2024 B conf
Empowering University-level Help Desk for International Applicants with AI Chatbots.
IEEE Big Data
Zahra Karimi, Giuseppe Gallipoli, Luca Cagliero, Francesca Chicco, Carola Rosa, Alessandra Sechi
2024 — conf
Evaluating Ambiguous Questions in Semantic Parsing.
ICDEW
Simone Papicchio, Paolo Papotti, Luca Cagliero
2024 — conf
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach.
HI-AI@KDD
Davide Napolitano, Luca Cagliero
2024 — conf
Extreme Classification of European Union Law Documents Driven by Entity Embeddings.
EDBT/ICDT Workshops
Irene Benedetto, Luca Cagliero, Francesco Tarasconi
2024 — conf
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.
ICASSP Workshops
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 J jnl
M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.
CoRR
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
2024 — conf
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight.
SemEval@NAACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi
2024 B conf
On Leveraging Multi-Page Element Relations in Visually-Rich Documents.
COMPSAC
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
2024 J jnl
On Predicting Exam Performance Using Version Control Systems' Features.
Comput.
Lorenzo Canale, Luca Cagliero, Laura Farinetti, Marco Torchiano
2024 J jnl
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks.
ACM Trans. Intell. Syst. Technol.
Moreno La Quatra, Giuseppe Gallipoli, Luca Cagliero
2024 J jnl
TASP: Topic-based abstractive summarization of Facebook text posts.
Expert Syst. Appl.
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
2024 J jnl
Towards Comprehensive Subgroup Performance Analysis in Speech Models.
IEEE ACM Trans. Audio Speech Lang. Process.
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
2024 — conf
Towards an Explorable Conceptual Map of Large Language Models.
CAiSE Forum
Lorenzo Bertetto, Francesca Bettinelli, Alessio Buda, Marco Da Mommio, Simone Di Bari, Claudio Savelli, Elena Baralis, Anna Bernasconi, Luca Cagliero, Stefano Ceri, Francesco Pierri
2023 J jnl
BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization.
Future Internet
Moreno La Quatra, Luca Cagliero
2023 C conf
Benchmarking Abstractive Models for Italian Legal News Summarization.
JURIX
Irene Benedetto, Luca Cagliero, Francesco Tarasconi, Giuseppe Giacalone, Claudia Bernini
2023 — conf
DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy.
EVALITA
Giuseppe Gallipoli, Moreno La Quatra, Daniele Rege Cambrin, Salvatore Greco, Luca Cagliero
2023 J jnl
Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories.
Algorithms
Luca Cagliero, Lorenzo Canale, Laura Farinetti
2023 J jnl
Density-Based Clustering by Means of Bridge Point Identification.
IEEE Trans. Knowl. Data Eng.
Luca Colomba, Luca Cagliero, Paolo Garza
2023 B conf
Detecting industrial vehicles' duty levels using contrastive learning.
IEEE Big Data
Luca Cagliero, Silvia Buccafusco, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti
2023 — conf
Discovering SpatioTemporal Warning Contexts from Non-emergency Call Reports.
PKDD/ECML Workshops (3)
Luca Cagliero, Andrea Avignone, Silvia Chiusano
2023 J jnl
Early portfolio pruning: a scalable approach to hybrid portfolio selection.
Knowl. Inf. Syst.
Daniele Giovanni Gioia, Jacopo Fior, Luca Cagliero
2023 J jnl
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection.
CoRR
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
2023 Misc conf
Exploring Subgroup Performance in End-to-End Speech Models.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 B conf
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets.
COMPSAC
Davide Napolitano, Luca Cagliero
2023 A conf
ITALIC: An Italian Intent Classification Dataset.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 J jnl
ITALIC: An Italian Intent Classification Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 — conf
Inclusively: An AI-Based Assistant for Inclusive Writing.
ECML/PKDD (7)
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli
2023 — conf
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach.
EDBT/ICDT Workshops
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
2023 J jnl
Learning industrial vehicles' duty patterns: A real case.
Comput. Ind.
Silvia Buccafusco, Luca Cagliero, Andrea Megaro, Francesco Vaccarino, Riccardo Loti, Lucia Salvatori
2023 B conf
On the use of Pretrained Language Models for Legal Italian Document Classification.
KES
Irene Benedetto, Gianpiero Sportelli, Sara Bertoldo, Francesco Tarasconi, Luca Cagliero, Giuseppe Giacalone
2023 — conf
PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection.
EVALITA
Lorenzo D'Amico, Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
2023 — conf
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation.
SemEval@ACL
Lorenzo Vaiani, Luca Cagliero, Paolo Garza
2023 — conf
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.
SemEval@ACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
2023 A* conf
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data.
NeurIPS
Simone Papicchio, Paolo Papotti, Luca Cagliero
2023 J jnl
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition.
Expert Syst. Appl.
Luca Cagliero, Jacopo Fior, Paolo Garza
2023 — conf
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts.
WASSA@ACL
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
2023 — conf
ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.
EVALITA
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
2022 B conf
A scalable approach to detect Contrasting Consecutive Patterns in time series data.
COMPSAC
Stefano Tata, Luca Cagliero
2022 — conf
Automatic Inference of Taxonomy Relationships Among Legal Documents.
ADBIS (Short Papers)
Irene Benedetto, Luca Cagliero, Francesco Tarasconi
2022 J jnl
Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach.
IEEE Trans. Intell. Transp. Syst.
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza
2022 J jnl
Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model.
IEEE Access
Jacopo Fior, Luca Cagliero
2022 C conf
Generating Comparative Explanations of Financial Time Series.
ADBIS
Jacopo Fior, Luca Cagliero, Tommaso Calò
2022 A* conf
How Much Attention Should we Pay to Mosquitoes?
ACM Multimedia
Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis
2022 B conf
Legal Entity Disambiguation for Financial Crime Detection.
IEEE Big Data
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo
2022 J jnl
Leveraging Explainable AI to Support Cryptocurrency Investors.
Future Internet
Jacopo Fior, Luca Cagliero, Paolo Garza
2022 Misc conf
Leveraging multimodal content for podcast summarization.
SAC
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
2022 B conf
Leveraging summarization techniques in educational technology systems.
COMPSAC
Irene Benedetto, Lorenzo Canale, Laura Farinetti, Luca Cagliero, Moreno La Quatra
2022 — conf
Mining spatiotemporally invariant patterns.
SIGSPATIAL/GIS
Luca Colomba, Luca Cagliero, Paolo Garza
2022 — conf
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders.
MuSe @ ACM Multimedia
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis
2022 J jnl
Transformer-based highlights extraction from scientific papers.
Knowl. Based Syst.
Moreno La Quatra, Luca Cagliero
2022 — conf
ViPER: Video-based Perceiver for Emotion Recognition.
MuSe @ ACM Multimedia
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
2021 J jnl
Additional Reviewer Assignment by Means of Weighted Association Rules.
IEEE Trans. Emerg. Top. Comput.
Luca Cagliero, Paolo Garza, Andrea Pasini, Elena Baralis
2021 B conf
Automatic slides generation in the absence of training data.
COMPSAC
Luca Cagliero, Moreno La Quatra
2021 — conf
Cross-lingual timeline summarization.
AIKE
Luca Cagliero, Moreno La Quatra, Paolo Garza, Elena Baralis
2021 — conf
E-MIMIC: Empowering Multilingual Inclusive Communication.
IEEE BigData
Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus
2021 B conf
Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings.
COMPSAC
Jacopo Fior, Luca Cagliero
2021 B conf
From teaching books to educational videos and vice versa: a cross-media content retrieval experience.
COMPSAC
Lorenzo Canale, Laura Farinetti, Luca Cagliero
2021 J jnl
Inferring Multilingual Domain-Specific Word Embeddings From Large Document Corpora.
IEEE Access
Luca Cagliero, Moreno La Quatra
2021 J jnl
Leveraging full-text article exploration for citation analysis.
Scientometrics
Moreno La Quatra, Luca Cagliero, Elena Baralis
2021 — conf
PoliTO at TREC 2021 Podcast Summarization Track.
TREC
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza
2021 J jnl
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data.
Comput. Ind.
Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti
2021 — conf
Profiling industrial vehicle duties using CAN bus signal segmentation and clustering.
EDBT/ICDT Workshops
Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti
2021 A* conf
Summarize Dates First: A Paradigm Shift in Timeline Summarization.
SIGIR
Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo
2020 B conf
An explainable data-driven approach to web directory taxonomy mapping.
KES
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
2020 — conf
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment.
EDBT/ICDT Workshops
Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis
2020 B conf
DSLE: A Smart Platform for Designing Data Science Competitions.
COMPSAC
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
2020 J jnl
Exploiting pivot words to classify and summarize discourse facets of scientific papers.
Scientometrics
Moreno La Quatra, Luca Cagliero, Elena Baralis
2020 — conf
Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading.
ICDM (Workshops)
Jacopo Fior, Luca Cagliero
2020 J jnl
Extracting highlights of scientific articles: A supervised summarization approach.
Expert Syst. Appl.
Luca Cagliero, Moreno La Quatra
2020 — conf
Leveraging the explainability of associative classifiers to support quantitative stock trading.
DSMM@SIGMOD
Giuseppe Attanasio, Luca Cagliero, Elena Baralis
2020 — conf
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles.
EDBT/ICDT Workshops
Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori
2020 — conf
Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios.
DSMM@SIGMOD
Jacopo Fior, Luca Cagliero, Paolo Garza
2020 J jnl
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services.
IEEE Access
Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi
2020 J jnl
Training ensembles of faceted classification models for quantitative stock trading.
Computing
Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis
2020 B conf
UNIFORM: Automatic Alignment of Open Learning Datasets.
COMPSAC
Luca Cagliero, Lorenzo Canale, Laura Farinetti
2019 — conf
CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles within Restricted Urban Areas.
BigData Congress
Luca Cagliero, Silvia Chiusano, Elena Daraio, Paolo Garza
2019 — conf
Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal.
ICDM Workshops
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
2019 J jnl
ELSA: A Multilingual Document Summarization Algorithm Based on Frequent Itemsets and Latent Semantic Analysis.
ACM Trans. Inf. Syst.
Luca Cagliero, Paolo Garza, Elena Baralis
2019 — conf
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case.
EDBT/ICDT Workshops
Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori
2019 — conf
Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models.
BIRNDL@SIGIR
Moreno La Quatra, Luca Cagliero, Elena Baralis
2019 — conf
Quantitative cryptocurrency trading: exploring the use of machine learning techniques.
DSMM@SIGMOD
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
2019 J jnl
Recommending Personalized Summaries of Teaching Materials.
IEEE Access
Luca Cagliero, Laura Farinetti, Elena Baralis
2019 — conf
VISA: A Supervised Approach to Indexing Video Lectures with Semantic Annotations.
COMPSAC (1)
Luca Cagliero, Lorenzo Canale, Laura Farinetti
2018 J jnl
Characterizing unpredictable patterns in Wireless Sensor Network data.
Inf. Sci.
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio
2018 J jnl
Discovering cross-topic collaborations among researchers by exploiting weighted association rules.
Scientometrics
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
2018 J jnl
Highlighter: Automatic Highlighting of Electronic Learning Documents.
IEEE Trans. Emerg. Top. Comput.
Elena Baralis, Luca Cagliero
2018 — conf
Improving the Effectiveness of SQL Learning Practice: A Data-Driven Approach.
COMPSAC (1)
Luca Cagliero, Luigi De Russis, Laura Farinetti, Teodoro Montanaro
2018 — conf
Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context.
EDBT/ICDT Workshops
Luca Cagliero, Paolo Garza
2017 — conf
Discovering High-Utility Itemsets at Multiple Abstraction Levels.
ADBIS (Short Papers and Workshops)
Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
2017 J jnl
Discovering profitable stocks for intraday trading.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti
2017 C conf
Educational video services in universities: A systematic effectiveness analysis.
FIE
Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Baralis
2017 — conf
Experimental Validation of a Massive Educational Service in a Blended Learning Environment.
COMPSAC (1)
Elena Baralis, Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto
2017 — conf
Identifying Collaborations among Researchers: a pattern-based approach.
BIRNDL@SIGIR (1)
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
2017 J jnl
Planning stock portfolios by means of weighted frequent itemsets.
Expert Syst. Appl.
Elena Baralis, Luca Cagliero, Paolo Garza
2017 J jnl
Predicting critical conditions in bicycle sharing systems.
Computing
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Xin Xiao
2017 — conf
Summarization of emergency news articles driven by relevance feedback.
IEEE BigData
Luca Cagliero
2017 — conf
Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization.
COMPSAC (1)
Luca Cagliero, Laura Farinetti, Elena Baralis
2016 — conf
Discovering air quality patterns in urban environments.
UbiComp Adjunct
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
2016 J jnl
Learning From Summaries: Supporting e-Learning Activities by Means of Document Summarization.
IEEE Trans. Emerg. Top. Comput.
Elena Baralis, Luca Cagliero
2016 B conf
Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules.
SMARTCOMP
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao
2016 — conf
Supporting stock trading in multiple foreign markets: a multilingual news summarization approach.
DSMM@SIGMOD
Elena Baralis, Luca Cagliero, Tania Cerquitelli
2015 J jnl
Digging deep into weighted patient data through multiple-level patterns.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2015 B conf
Generation and Evaluation of Summaries of Academic Teaching Materials.
COMPSAC
Elena Baralis, Luca Cagliero, Laura Farinetti
2015 J jnl
MWI-Sum: A Multilingual Summarizer Based on Frequent Weighted Itemsets.
ACM Trans. Inf. Syst.
Elena Baralis, Luca Cagliero, Alessandro Fiori, Paolo Garza
2015 J jnl
MeTA: Characterization of Medical Treatments at Different Abstraction Levels.
ACM Trans. Intell. Syst. Technol.
Dario Antonelli, Elena Baralis, Giulia Bruno, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Naeem Ahmed Mahoto
2015 — conf
Monitoring the citizens' perception on urban security in Smart City environments.
ICDE Workshops
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini
2015 — conf
PaWI: Parallel Weighted Itemset Mining by Means of MapReduce.
BigData Congress
Elena Baralis, Luca Cagliero, Paolo Garza, Luigi Grimaudo
2015 J jnl
Pattern set mining with schema-based constraint.
Knowl. Based Syst.
Luca Cagliero, Silvia Chiusano, Paolo Garza, Giulia Bruno
2014 J jnl
Expressive generalized itemsets.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2014 J jnl
Infrequent Weighted Itemset Mining Using Frequent Pattern Growth.
IEEE Trans. Knowl. Data Eng.
Luca Cagliero, Paolo Garza
2014 — conf
MGI-Cloud: discovery of misleading generalized itemsets.
SEBD
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Fabio Pulvirenti, Paolo Garza
2014 C conf
Misleading Generalized Itemset Mining in the Cloud.
ISPA
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014 J jnl
Misleading Generalized Itemset discovery.
Expert Syst. Appl.
Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
2014 Misc conf
NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques.
UCC
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014 J jnl
RIB: A Robust Itemset-based Bayesian approach to classification.
Knowl. Based Syst.
Elena Baralis, Luca Cagliero
2014 J jnl
Twitter data analysis by means of Strong Flipping Generalized Itemsets.
J. Syst. Softw.
Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo
2013 — ch.
A Rule-Based Flickr Tag Recommendation System.
Social Media Retrieval
Luca Cagliero, Alessandro Fiori, Luigi Grimaudo
2013 J jnl
Discovering Temporal Change Patterns in the Presence of Taxonomies.
IEEE Trans. Knowl. Data Eng.
Luca Cagliero
2013 J jnl
Discovering generalized association rules from Twitter.
Intell. Data Anal.
Luca Cagliero, Alessandro Fiori
2013 J jnl
EnBay: A Novel Pattern-Based Bayesian Classifier.
IEEE Trans. Knowl. Data Eng.
Elena Baralis, Luca Cagliero, Paolo Garza
2013 C conf
Frequent weighted itemset mining from gene expression data.
BIBE
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2013 J jnl
GraphSum: Discovering correlations among multiple terms for graph-based summarization.
Inf. Sci.
Elena Baralis, Luca Cagliero, Naeem Ahmed Mahoto, Alessandro Fiori
2013 J jnl
Improving classification models with taxonomy information.
Data Knowl. Eng.
Luca Cagliero, Paolo Garza
2013 J jnl
Itemset generalization with cardinality-based constraints.
Inf. Sci.
Luca Cagliero, Paolo Garza
2013 J jnl
Multi-document summarization based on the Yago ontology.
Expert Syst. Appl.
Elena Baralis, Luca Cagliero, Saima Jabeen, Alessandro Fiori, Sajid Shah
2013 J jnl
Personalized tag recommendation based on generalized rules.
ACM Trans. Intell. Syst. Technol.
Luca Cagliero, Alessandro Fiori, Luigi Grimaudo
2013 — ch.
TweCoM: Topic and Context Mining from Twitter.
The Influence of Technology on Social Network Analysis and Mining
Luca Cagliero, Alessandro Fiori
2012 — —
Data mining by means of generalized patterns.
Luca Cagliero
2012 J jnl
Generalized association rule mining with constraints.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza
2012 Misc conf
Multi-document summarization exploiting frequent itemsets.
SAC
Elena Baralis, Luca Cagliero, Saima Jabeen, Alessandro Fiori
2011 J jnl
CAS-Mine: providing personalized services in context-aware applications by means of generalized rules.
Knowl. Inf. Syst.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2011 J jnl
Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules.
Int. J. Semantic Web Inf. Syst.
Luca Cagliero, Tania Cerquitelli, Paolo Garza
2010 — conf
Support driven opportunistic aggregation for generalized itemset extraction.
IEEE Conf. of Intelligent Systems
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2009 — conf
Context-Aware User and Service Profiling by Means of Generalized Association Rules.
KES (2)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2009 — conf
Generalized Association Rules to Support Context-aware User and Service Profiling.
SEBD
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti