Paolo Garza

About Paolo Garza

Paolo Garza, With an exceptional h-index of 23 and a recent h-index of 16 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Data mining, Big data analytics, Classification algorithms, Itemset mining.

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

BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications

DQNC2S: DQN-based Cross-stream Crisis event Summarizer

QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1

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

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

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

ViGEO: an Assessment of Vision GNNs in Earth Observation

Preface of the 31st Italian Symposium on Advanced Database Systems

Paolo Garza Information

University

Position

Associate Professor

Citations(all)

2015

Citations(since 2020)

968

Cited By

1453

hIndex(all)

23

hIndex(since 2020)

16

i10Index(all)

52

i10Index(since 2020)

33

Email

University Profile Page

Google Scholar

Paolo Garza Skills & Research Interests

Data mining

Big data analytics

Classification algorithms

Itemset mining

Top articles of Paolo Garza

Title

Journal

Author(s)

Publication Date

BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications

Tailai Song

Gianluca Perna

Paolo Garza

Michela Meo

Maurizio Matteo Munafò

2024/1/6

DQNC2S: DQN-based Cross-stream Crisis event Summarizer

Daniele Rege Cambrin

Luca Cagliero

Paolo Garza

2024/3/23

QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1

arXiv e-prints

Daniele Rege Cambrin

Paolo Garza

2024/3

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

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

Lorenzo Vaiani

Luca Cagliero

Paolo Garza

2023/7

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

Expert Systems with Applications

Luca Cagliero

Jacopo Fior

Paolo Garza

2023/4/15

ViGEO: an Assessment of Vision GNNs in Earth Observation

Luca Colomba

Paolo Garza

2023/12/4

Preface of the 31st Italian Symposium on Advanced Database Systems

CEUR Workshop Proceedings

Diego Calvanese

Nicola Ferro

Claudia Diamantini

Gianmaria Silvello

Stefano Marchesin

...

2023

A Model-based Curriculum Learning Strategy for Training SegFormer

Daniele Rege Cambrin

Daniele Apiletti

Paolo Garza

2023/10/18

A Novel DB CASE Tool for Relational Databases

Andrea Avignone

Silvia Chiusano

Alessandro Fiori

Paolo Garza

Emanuele Marchetta

2023

Extractive Conversation Summarization Driven by Textual Entailment Prediction

Giuseppe Gallipoli

Luca Cagliero

Paolo Garza

2023/10/18

CaBuAr: California burned areas dataset for delineation [Software and Data Sets]

arXiv preprint arXiv:2401.11519

Daniele Rege Cambrin

Luca Colomba

Paolo Garza

2024/1/21

Retina: An open-source tool for flexible analysis of RTC traffic

Computer Networks

Gianluca Perna

Dena Markudova

Martino Trevisan

Paolo Garza

Michela Meo

...

2022/1/15

Vision Transformers for Burned Area Delineation.

Daniele Rege Cambrin

Luca Colomba

Paolo Garza

2022/9/19

Mining spatiotemporally invariant patterns

Luca Colomba

Luca Cagliero

Paolo Garza

2022/11/1

Bi-modal architectures for deeper user preference understanding from spoken content

Position paper for the AudioCHI Workshop at CHIIR

Moreno La Quatra

Lorenzo Vaiani

Luca Cagliero

Paolo Garza

2022

Leveraging explainable AI to support cryptocurrency investors

Future Internet

Jacopo Fior

Luca Cagliero

Paolo Garza

2022/8/24

A dataset for burned area delineation and severity estimation from satellite imagery

Luca Colomba

Alessandro Farasin

Simone Monaco

Salvatore Greco

Paolo Garza

...

2022/10/17

Real-time classification of real-time communications

IEEE Transactions on Network and Service Management

Gianluca Perna

Dena Markudova

Martino Trevisan

Paolo Garza

Michela Meo

...

2022/7/11

How Much Attention Should we Pay to Mosquitoes?

Moreno La Quatra

Lorenzo Vaiani

Alkis Koudounas

Luca Cagliero

Paolo Garza

...

2022/10/10

See List of Professors in Paolo Garza University(Politecnico di Torino)

Co-Authors

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