Luca Cagliero

About Luca Cagliero

Luca Cagliero, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of data mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

Leveraging confidence models for identifying challenging data subgroups in speech models

DQNC2S: DQN-based Cross-stream Crisis event Summarizer

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding

Towards comprehensive subgroup performance analysis in speech models

Extreme Classification of European Union Law Documents driven by Entity Embeddings

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

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

Early portfolio pruning: a scalable approach to hybrid portfolio selection

Luca Cagliero Information

University

Position

___

Citations(all)

1726

Citations(since 2020)

1060

Cited By

1066

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

51

i10Index(since 2020)

36

Email

University Profile Page

Google Scholar

Luca Cagliero Skills & Research Interests

data mining

Top articles of Luca Cagliero

Title

Journal

Author(s)

Publication Date

Leveraging confidence models for identifying challenging data subgroups in speech models

Alkis Koudounas

Eliana Pastor

Vittorio Mazzia

Manuel Giollo

Thomas Gueudre

...

2024

DQNC2S: DQN-based Cross-stream Crisis event Summarizer

Daniele Rege Cambrin

Luca Cagliero

Paolo Garza

2024/3/23

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding

arXiv preprint arXiv:2402.17983

Yihao Ding

Lorenzo Vaiani

Caren Han

Jean Lee

Paolo Garza

...

2024/2/28

Towards comprehensive subgroup performance analysis in speech models

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Alkis Koudounas

Eliana Pastor

Giuseppe Attanasio

Vittorio Mazzia

Manuel Giollo

...

2024/2/9

Extreme Classification of European Union Law Documents driven by Entity Embeddings

Irene Benedetto

Luca Cagliero

Francesco Tarasconi

2024

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

arXiv preprint arXiv:2310.09432

Davide Napolitano

Lorenzo Vaiani

Luca Cagliero

2023/10/13

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

Giuseppe Gallipoli

Moreno La Quatra

Daniele Rege Cambrin

Salvatore Greco

Luca Cagliero

2023

Early portfolio pruning: a scalable approach to hybrid portfolio selection

Knowledge and Information Systems

Daniele G Gioia

Jacopo Fior

Luca Cagliero

2023/6

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

Lorenzo Vaiani

Luca Cagliero

Paolo Garza

2023/7

Discovering SpatioTemporal Warning Contexts from non-emergency call reports

Luca Cagliero

Andrea Avignone

Silvia Chiusano

2023/10/3

Court judgment prediction and explanation based on Transformers

Salvatore Junior Curello

2023/12/15

Polito at multi-fake-detective: Improving fnd-clip for multimodal italian fake news detection

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

Lorenzo D’Amico

Davide Napolitano

Lorenzo Vaiani

Luca Cagliero

2023

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

Expert Systems with Applications

Luca Cagliero

Jacopo Fior

Paolo Garza

2023/4/15

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

Davide Napolitano

Luca Cagliero

2023/6/26

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

Algorithms

Luca Cagliero

Lorenzo Canale

Laura Farinetti

2023/10/2

Detecting industrial vehicles’ duty levels using contrastive learning

Luca Cagliero

Silvia Buccafusco

Francesco Vaccarino

Lucia Salvatori

Riccardo Loti

2023/12/15

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

Alkis Koudounas

Flavio Giobergia

Irene Benedetto

Simone Monaco

Luca Cagliero

...

2023

Learning industrial vehicles’ duty patterns: A real case

Computers in Industry

Silvia Buccafusco

Luca Cagliero

Andrea Megaro

Francesco Vaccarino

Riccardo Loti

...

2023/2/1

Abstractive video lecture summarization: applications and future prospects

Education and Information Technologies

Irene Benedetto

Moreno La Quatra

Luca Cagliero

Lorenzo Canale

Laura Farinetti

2023/6/16

Inclusively: An AI-Based Assistant for Inclusive Writing

Moreno La Quatra

Salvatore Greco

Luca Cagliero

Tania Cerquitelli

2023/9/17

See List of Professors in Luca Cagliero University(Politecnico di Torino)