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Luca Cagliero
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2020 – today
- 2024
- [j52]Lorenzo Canale
, Luca Cagliero
, Laura Farinetti
, Marco Torchiano
:
On Predicting Exam Performance Using Version Control Systems' Features. Comput. 13(6): 150 (2024) - [j51]Irene Benedetto
, Moreno La Quatra
, Luca Cagliero
, Lorenzo Canale, Laura Farinetti:
Abstractive video lecture summarization: applications and future prospects. Educ. Inf. Technol. 29(3): 2951-2971 (2024) - [j50]Irene Benedetto
, Moreno La Quatra
, Luca Cagliero
, Luca Vassio
, Martino Trevisan
:
TASP: Topic-based abstractive summarization of Facebook text posts. Expert Syst. Appl. 255: 124567 (2024) - [j49]Lorenzo Vaiani
, Luca Cagliero
, Paolo Garza
:
Emotion Recognition from Videos Using Multimodal Large Language Models. Future Internet 16(7): 247 (2024) - [j48]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: 1468-1480 (2024) - [c74]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: 82-90 - [c73]Daniele Rege Cambrin
, Luca Cagliero
, Paolo Garza
:
DQNC2S: DQN-Based Cross-Stream Crisis Event Summarizer. ECIR (3) 2024: 422-430 - [c72]Irene Benedetto, Luca Cagliero, Francesco Tarasconi:
Extreme Classification of European Union Law Documents Driven by Entity Embeddings. EDBT/ICDT Workshops 2024 - [c71]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 - [c70]Simone Papicchio, Paolo Papotti, Luca Cagliero:
Evaluating Ambiguous Questions in Semantic Parsing. ICDEW 2024: 338-342 - [i6]Daniele Rege Cambrin, Luca Cagliero, Paolo Garza:
DQNC2S: DQN-based Cross-stream Crisis event Summarizer. CoRR abs/2401.06683 (2024) - [i5]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 abs/2402.17983 (2024) - [i4]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 abs/2405.00934 (2024) - [i3]Davide Napolitano, Luca Cagliero:
BONES: a Benchmark fOr Neural Estimation of Shapley values. CoRR abs/2407.16482 (2024) - 2023
- [j47]Luca Cagliero
, Lorenzo Canale
, Laura Farinetti
:
Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories. Algorithms 16(10): 464 (2023) - [j46]Silvia Buccafusco, Luca Cagliero
, Andrea Megaro, Francesco Vaccarino
, Riccardo Loti, Lucia Salvatori:
Learning industrial vehicles' duty patterns: A real case. Comput. Ind. 145: 103826 (2023) - [j45]Luca Cagliero
, Jacopo Fior
, Paolo Garza
:
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition. Expert Syst. Appl. 216: 119493 (2023) - [j44]Moreno La Quatra
, Luca Cagliero
:
BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization. Future Internet 15(1): 15 (2023) - [j43]Daniele Giovanni Gioia
, Jacopo Fior
, Luca Cagliero
:
Early portfolio pruning: a scalable approach to hybrid portfolio selection. Knowl. Inf. Syst. 65(6): 2485-2508 (2023) - [j42]Luca Colomba
, Luca Cagliero
, Paolo Garza
:
Density-Based Clustering by Means of Bridge Point Identification. IEEE Trans. Knowl. Data Eng. 35(11): 11274-11287 (2023) - [c69]Luca Cagliero
, Silvia Buccafusco, Francesco Vaccarino
, Lucia Salvatori, Riccardo Loti:
Detecting industrial vehicles' duty levels using contrastive learning. IEEE Big Data 2023: 1630-1636 - [c68]Davide Napolitano, Luca Cagliero
:
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets. COMPSAC 2023: 292-297 - [c67]Davide Napolitano, Lorenzo Vaiani, Luca Cagliero:
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach. EDBT/ICDT Workshops 2023 - [c66]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 - [c65]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 - [c64]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 - [c63]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: 1-5 - [c62]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: 2153-2157 - [c61]Irene Benedetto
, Luca Cagliero
, Francesco Tarasconi, Giuseppe Giacalone, Claudia Bernini:
Benchmarking Abstractive Models for Italian Legal News Summarization. JURIX 2023: 311-316 - [c60]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: 2244-2253 - [c59]Simone Papicchio, Paolo Papotti, Luca Cagliero:
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data. NeurIPS 2023 - [c58]Moreno La Quatra
, Salvatore Greco
, Luca Cagliero
, Tania Cerquitelli
:
Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) 2023: 361-365 - [c57]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: 1401-1411 - [c56]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: 1447-1453 - [c55]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: 354-364 - [i2]Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis:
ITALIC: An Italian Intent Classification Dataset. CoRR abs/2306.08502 (2023) - [i1]Davide Napolitano, Lorenzo Vaiani, Luca Cagliero:
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection. CoRR abs/2310.09432 (2023) - 2022
- [j41]Jacopo Fior
, Luca Cagliero
:
Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model. IEEE Access 10: 73005-73018 (2022) - [j40]Jacopo Fior
, Luca Cagliero
, Paolo Garza
:
Leveraging Explainable AI to Support Cryptocurrency Investors. Future Internet 14(9): 251 (2022) - [j39]Moreno La Quatra
, Luca Cagliero
:
Transformer-based highlights extraction from scientific papers. Knowl. Based Syst. 252: 109382 (2022) - [j38]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): 21216-21227 (2022) - [c54]Irene Benedetto
, Luca Cagliero
, Francesco Tarasconi:
Automatic Inference of Taxonomy Relationships Among Legal Documents. ADBIS (Short Papers) 2022: 24-33 - [c53]Jacopo Fior
, Luca Cagliero
, Tommaso Calò:
Generating Comparative Explanations of Financial Time Series. ADBIS 2022: 121-132 - [c52]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. IEEE Big Data 2022: 6639-6641 - [c51]Stefano Tata, Luca Cagliero:
A scalable approach to detect Contrasting Consecutive Patterns in time series data. COMPSAC 2022: 388-394 - [c50]Irene Benedetto, Lorenzo Canale, Laura Farinetti, Luca Cagliero
, Moreno La Quatra
:
Leveraging summarization techniques in educational technology systems. COMPSAC 2022: 415-416 - [c49]Luca Colomba, Luca Cagliero
, Paolo Garza:
Mining spatiotemporally invariant patterns. SIGSPATIAL/GIS 2022: 63:1-63:4 - [c48]Lorenzo Vaiani
, Moreno La Quatra
, Luca Cagliero
, Paolo Garza:
ViPER: Video-based Perceiver for Emotion Recognition. MuSe @ ACM Multimedia 2022: 67-73 - [c47]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: 89-94 - [c46]Moreno La Quatra
, Lorenzo Vaiani
, Alkis Koudounas
, Luca Cagliero
, Paolo Garza, Elena Baralis:
How Much Attention Should we Pay to Mosquitoes? ACM Multimedia 2022: 7135-7139 - [c45]Lorenzo Vaiani
, Moreno La Quatra
, Luca Cagliero
, Paolo Garza:
Leveraging multimodal content for podcast summarization. SAC 2022: 863-870 - 2021
- [j37]Luca Cagliero
, Moreno La Quatra
:
Inferring Multilingual Domain-Specific Word Embeddings From Large Document Corpora. IEEE Access 9: 137309-137321 (2021) - [j36]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: 103468 (2021) - [j35]Moreno La Quatra
, Luca Cagliero
, Elena Baralis:
Leveraging full-text article exploration for citation analysis. Scientometrics 126(10): 8275-8293 (2021) - [j34]Luca Cagliero
, Paolo Garza
, Andrea Pasini
, Elena Baralis
:
Additional Reviewer Assignment by Means of Weighted Association Rules. IEEE Trans. Emerg. Top. Comput. 9(1): 329-341 (2021) - [c44]Luca Cagliero
, Moreno La Quatra
, Paolo Garza, Elena Baralis:
Cross-lingual timeline summarization. AIKE 2021: 45-53 - [c43]Giuseppe Attanasio, Salvatore Greco
, Moreno La Quatra
, Luca Cagliero
, Michela Tonti, Tania Cerquitelli, Rachele Raus:
E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData 2021: 4227-4234 - [c42]Luca Cagliero
, Moreno La Quatra
:
Automatic slides generation in the absence of training data. COMPSAC 2021: 103-108 - [c41]Lorenzo Canale, Laura Farinetti, Luca Cagliero
:
From teaching books to educational videos and vice versa: a cross-media content retrieval experience. COMPSAC 2021: 115-120 - [c40]Jacopo Fior, Luca Cagliero
:
Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings. COMPSAC 2021: 402-407 - [c39]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 - [c38]Moreno La Quatra
, Luca Cagliero
, Elena Baralis, Alberto Messina
, Maurizio Montagnuolo:
Summarize Dates First: A Paradigm Shift in Timeline Summarization. SIGIR 2021: 418-427 - [c37]Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza:
PoliTO at TREC 2021 Podcast Summarization Track. TREC 2021 - 2020
- [j33]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: 14953-14964 (2020) - [j32]Luca Cagliero
, Paolo Garza, Giuseppe Attanasio, Elena Baralis:
Training ensembles of faceted classification models for quantitative stock trading. Computing 102(5): 1213-1225 (2020) - [j31]Luca Cagliero
, Moreno La Quatra
:
Extracting highlights of scientific articles: A supervised summarization approach. Expert Syst. Appl. 160: 113659 (2020) - [j30]Moreno La Quatra
, Luca Cagliero
, Elena Baralis:
Exploiting pivot words to classify and summarize discourse facets of scientific papers. Scientometrics 125(3): 3139-3157 (2020) - [c36]Luca Cagliero
, Lorenzo Canale, Laura Farinetti:
UNIFORM: Automatic Alignment of Open Learning Datasets. COMPSAC 2020: 95-102 - [c35]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: 133-142 - [c34]Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis:
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment. EDBT/ICDT Workshops 2020 - [c33]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 - [c32]Jacopo Fior, Luca Cagliero
:
Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading. ICDM (Workshops) 2020: 333-340 - [c31]Elena Daraio, Luca Cagliero
, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero:
An explainable data-driven approach to web directory taxonomy mapping. KES 2020: 1101-1110 - [c30]Jacopo Fior, Luca Cagliero
, Paolo Garza:
Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios. DSMM@SIGMOD 2020: 1:1-1:6 - [c29]Giuseppe Attanasio, Luca Cagliero
, Elena Baralis:
Leveraging the explainability of associative classifiers to support quantitative stock trading. DSMM@SIGMOD 2020: 2:1-2:6
2010 – 2019
- 2019
- [j29]Luca Cagliero
, Laura Farinetti, Elena Baralis:
Recommending Personalized Summaries of Teaching Materials. IEEE Access 7: 22729-22739 (2019) - [j28]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): 21:1-21:33 (2019) - [c28]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: 72-76 - [c27]Luca Cagliero
, Lorenzo Canale, Laura Farinetti:
VISA: A Supervised Approach to Indexing Video Lectures with Semantic Annotations. COMPSAC (1) 2019: 226-235 - [c26]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 - [c25]Giuseppe Attanasio, Luca Cagliero
, Paolo Garza, Elena Baralis:
Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. ICDM Workshops 2019: 514-521 - [c24]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: 233-246 - [c23]Giuseppe Attanasio, Luca Cagliero
, Paolo Garza, Elena Baralis:
Quantitative cryptocurrency trading: exploring the use of machine learning techniques. DSMM@SIGMOD 2019: 1:1-1:6 - 2018
- [j27]Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano, Paolo Garza
, Antonio Attanasio
:
Characterizing unpredictable patterns in Wireless Sensor Network data. Inf. Sci. 467: 149-162 (2018) - [j26]Luca Cagliero
, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis:
Discovering cross-topic collaborations among researchers by exploiting weighted association rules. Scientometrics 116(2): 1273-1301 (2018) - [j25]Elena Baralis, Luca Cagliero
:
Highlighter: Automatic Highlighting of Electronic Learning Documents. IEEE Trans. Emerg. Top. Comput. 6(1): 7-19 (2018) - [c22]Luca Cagliero
, Luigi De Russis
, Laura Farinetti, Teodoro Montanaro
:
Improving the Effectiveness of SQL Learning Practice: A Data-Driven Approach. COMPSAC (1) 2018: 980-989 - [c21]Luca Cagliero, Paolo Garza:
Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context. EDBT/ICDT Workshops 2018: 50-55 - 2017
- [j24]Luca Cagliero
, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
, Xin Xiao:
Predicting critical conditions in bicycle sharing systems. Computing 99(1): 39-57 (2017) - [j23]Elena Baralis, Luca Cagliero
, Paolo Garza:
Planning stock portfolios by means of weighted frequent itemsets. Expert Syst. Appl. 86: 1-17 (2017) - [j22]Elena Baralis, Luca Cagliero
, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti:
Discovering profitable stocks for intraday trading. Inf. Sci. 405: 91-106 (2017) - [c20]Luca Cagliero
, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
:
Discovering High-Utility Itemsets at Multiple Abstraction Levels. ADBIS (Short Papers and Workshops) 2017: 224-234 - [c19]Luca Cagliero
:
Summarization of emergency news articles driven by relevance feedback. IEEE BigData 2017: 3713-3721 - [c18]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: 381-390 - [c17]Luca Cagliero
, Laura Farinetti, Elena Baralis:
Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization. COMPSAC (1) 2017: 401-406 - [c16]Luca Cagliero
, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Baralis:
Educational video services in universities: A systematic effectiveness analysis. FIE 2017: 1-9 - [c15]Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis:
Identifying Collaborations among Researchers: a pattern-based approach. BIRNDL@SIGIR (1) 2017: 56-68 - 2016
- [j21]Elena Baralis, Luca Cagliero
:
Learning From Summaries: Supporting e-Learning Activities by Means of Document Summarization. IEEE Trans. Emerg. Top. Comput. 4(3): 416-428 (2016) - [c14]Elena Baralis, Luca Cagliero, Tania Cerquitelli:
Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. DSMM@SIGMOD 2016: 3:1-3:6 - [c13]Luca Cagliero
, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero
:
Discovering air quality patterns in urban environments. UbiComp Adjunct 2016: 25-28 - [c12]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: 1-6 - 2015
- [j20]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano
, Paolo Garza
:
Digging deep into weighted patient data through multiple-level patterns. Inf. Sci. 322: 51-71 (2015) - [j19]Luca Cagliero
, Silvia Chiusano
, Paolo Garza
, Giulia Bruno
:
Pattern set mining with schema-based constraint. Knowl. Based Syst. 84: 224-238 (2015) - [j18]Dario Antonelli
, Elena Baralis, Giulia Bruno
, Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano
, Paolo Garza
, Naeem Ahmed Mahoto:
MeTA: Characterization of Medical Treatments at Different Abstraction Levels. ACM Trans. Intell. Syst. Technol. 6(4): 57:1-57:25 (2015) - [j17]Elena Baralis, Luca Cagliero
, Alessandro Fiori
, Paolo Garza
:
MWI-Sum: A Multilingual Summarizer Based on Frequent Weighted Itemsets. ACM Trans. Inf. Syst. 34(1): 5:1-5:35 (2015) - [c11]Elena Baralis, Luca Cagliero
, Paolo Garza
, Luigi Grimaudo:
PaWI: Parallel Weighted Itemset Mining by Means of MapReduce. BigData Congress 2015: 25-32 - [c10]Elena Baralis, Luca Cagliero
, Laura Farinetti:
Generation and Evaluation of Summaries of Academic Teaching Materials. COMPSAC 2015: 881-886 - [c9]Luca Cagliero
, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini
:
Monitoring the citizens' perception on urban security in Smart City environments. ICDE Workshops 2015: 112-116 - 2014
- [j16]Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
, Luigi Grimaudo:
Misleading Generalized Itemset discovery. Expert Syst. Appl. 41(4): 1400-1410 (2014) - [j15]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Vincenzo D'Elia, Paolo Garza
:
Expressive generalized itemsets. Inf. Sci. 278: 327-343 (2014) - [j14]Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
, Luigi Grimaudo:
Twitter data analysis by means of Strong Flipping Generalized Itemsets. J. Syst. Softw. 94: 16-29 (2014) - [j13]Elena Baralis, Luca Cagliero
:
RIB: A Robust Itemset-based Bayesian approach to classification. Knowl. Based Syst. 71: 366-375 (2014) - [j12]Luca Cagliero
, Paolo Garza
:
Infrequent Weighted Itemset Mining Using Frequent Pattern Growth. IEEE Trans. Knowl. Data Eng. 26(4): 903-915 (2014) - [c8]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano
, Paolo Garza
, Luigi Grimaudo, Fabio Pulvirenti:
Misleading Generalized Itemset Mining in the Cloud. ISPA 2014: 211-216 - [c7]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Fabio Pulvirenti, Paolo Garza:
MGI-Cloud: discovery of misleading generalized itemsets. SEBD 2014: 45-52 - [c6]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano
, Paolo Garza
, Luigi Grimaudo, Fabio Pulvirenti:
NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. UCC 2014: 503-504 - 2013
- [j11]Luca Cagliero
, Paolo Garza
:
Improving classification models with taxonomy information. Data Knowl. Eng. 86: 85-101 (2013) - [j10]Elena Baralis, Luca Cagliero
, Saima Jabeen
, Alessandro Fiori
, Sajid Shah:
Multi-document summarization based on the Yago ontology. Expert Syst. Appl. 40(17): 6976-6984 (2013) - [j9]Luca Cagliero
, Alessandro Fiori
:
Discovering generalized association rules from Twitter. Intell. Data Anal. 17(4): 627-648 (2013) - [j8]Luca Cagliero
, Paolo Garza
:
Itemset generalization with cardinality-based constraints. Inf. Sci. 244: 161-174 (2013) - [j7]Elena Baralis, Luca Cagliero
, Naeem Ahmed Mahoto, Alessandro Fiori
:
GraphSum: Discovering correlations among multiple terms for graph-based summarization. Inf. Sci. 249: 96-109 (2013) - [j6]Luca Cagliero
, Alessandro Fiori
, Luigi Grimaudo:
Personalized tag recommendation based on generalized rules. ACM Trans. Intell. Syst. Technol. 5(1): 12:1-12:22 (2013) - [j5]Luca Cagliero
:
Discovering Temporal Change Patterns in the Presence of Taxonomies. IEEE Trans. Knowl. Data Eng. 25(3): 541-555 (2013) - [j4]Elena Baralis, Luca Cagliero
, Paolo Garza
:
EnBay: A Novel Pattern-Based Bayesian Classifier. IEEE Trans. Knowl. Data Eng. 25(12): 2780-2795 (2013) - [c5]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Silvia Chiusano
, Paolo Garza
:
Frequent weighted itemset mining from gene expression data. BIBE 2013: 1-4 - [p2]Luca Cagliero
, Alessandro Fiori, Luigi Grimaudo:
A Rule-Based Flickr Tag Recommendation System. Social Media Retrieval 2013: 169-189 - [p1]Luca Cagliero
, Alessandro Fiori:
TweCoM: Topic and Context Mining from Twitter. The Influence of Technology on Social Network Analysis and Mining 2013: 75-100 - 2012
- [b1]Luca Cagliero:
Data mining by means of generalized patterns. Polytechnic University of Turin, Italy, 2012 - [j3]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
:
Generalized association rule mining with constraints. Inf. Sci. 194: 68-84 (2012) - [c4]Elena Baralis, Luca Cagliero
, Saima Jabeen
, Alessandro Fiori
:
Multi-document summarization exploiting frequent itemsets. SAC 2012: 782-786 - 2011
- [j2]Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
:
Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules. Int. J. Semantic Web Inf. Syst. 7(2): 1-22 (2011) - [j1]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
, Marco Marchetti:
CAS-Mine: providing personalized services in context-aware applications by means of generalized rules. Knowl. Inf. Syst. 28(2): 283-310 (2011) - 2010
- [c3]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Vincenzo D'Elia, Paolo Garza
:
Support driven opportunistic aggregation for generalized itemset extraction. IEEE Conf. of Intelligent Systems 2010: 102-107
2000 – 2009
- 2009
- [c2]Elena Baralis, Luca Cagliero
, Tania Cerquitelli
, Paolo Garza
, Marco Marchetti:
Context-Aware User and Service Profiling by Means of Generalized Association Rules. KES (2) 2009: 50-57 - [c1]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti:
Generalized Association Rules to Support Context-aware User and Service Profiling. SEBD 2009: 101-108
Coauthor Index
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