Roberto Cavicchioli

About Roberto Cavicchioli

Roberto Cavicchioli, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Università degli Studi di Modena e Reggio Emilia, specializes in the field of Numerical Optimization, Artificial Intelligence, Real Time systems, GPU programming.

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

On Using Artificial Intelligence to Predict Music Playlist Success

The Degree of Entanglement: Cyber-Physical Awareness in Digital Twin Applications

Collaborative misbehaviour response system for improving road safety

ShareBERT: Embeddings Are Capable of Learning Hidden Layers

Machine Learning Techniques for Understanding and Predicting Memory Interference in CPU-GPU Embedded Systems

Parking Lots Management and Visualization in the Smart City-Digital Twin context

Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation

Brief Announcement: Optimized GPU-accelerated Feature Extraction for ORB-SLAM Systems

Roberto Cavicchioli Information

University

Position

Dottore in Analisi Numerica

Citations(all)

686

Citations(since 2020)

517

Cited By

344

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

16

i10Index(since 2020)

15

Email

University Profile Page

Università degli Studi di Modena e Reggio Emilia

Google Scholar

View Google Scholar Profile

Roberto Cavicchioli Skills & Research Interests

Numerical Optimization

Artificial Intelligence

Real Time systems

GPU programming

Top articles of Roberto Cavicchioli

Title

Journal

Author(s)

Publication Date

On Using Artificial Intelligence to Predict Music Playlist Success

Roberto Cavicchioli

Jia Cheng Hu

Marco Furini

2024/1/6

The Degree of Entanglement: Cyber-Physical Awareness in Digital Twin Applications

Marco Picone

Stefano Mariani

Roberto Cavicchioli

Paolo Burgio

Arslane Hamza Cherif

2024/1/6

Collaborative misbehaviour response system for improving road safety

World electric vehicle journal

Khaled Chikh

Chinmay Satish Shrivastav

Roberto Cavicchioli

2024/4/10

ShareBERT: Embeddings Are Capable of Learning Hidden Layers

Proceedings of the AAAI Conference on Artificial Intelligence

Jia Cheng Hu

Roberto Cavicchioli

Giulia Berardinelli

Alessandro Capotondi

2024/3/24

Machine Learning Techniques for Understanding and Predicting Memory Interference in CPU-GPU Embedded Systems

Alessio Masola

Nicola Capodieci

Benjamin Rouxel

Giorgia Franchini

Roberto Cavicchioli

2023/8/30

Parking Lots Management and Visualization in the Smart City-Digital Twin context

Chinmay Satish Shrivastav

Alessio Masola

Nicola Capodieci

Roberto Cavicchioli

2023/6/26

Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation

arXiv preprint arXiv:2312.15872

Jia Cheng Hu

Roberto Cavicchioli

Giulia Berardinelli

Alessandro Capotondi

2023/12/26

Brief Announcement: Optimized GPU-accelerated Feature Extraction for ORB-SLAM Systems

Filippo Muzzini

Nicola Capodieci

Roberto Cavicchioli

Benjamin Rouxel

2023/6/17

Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning

Jia Cheng Hu

Roberto Cavicchioli

Alessandro Capotondi

2023/12/15

Memory-Aware Latency Prediction Model for Concurrent Kernels in Partitionable GPUs: Simulations and Experiments

Alessio Masola

Nicola Capodieci

Roberto Cavicchioli

Ignacio Sanudo Olmedo

Benjamin Rouxel

2023/5/19

5G MEC Architecture for Vulnerable Road Users Management Through Smart City Data Fusion

Enrico Rossini

Marcello Pietri

Roberto Cavicchioli

Marco Picone

Marco Mamei

...

2023/10/2

A request for clarity over the End of Sequence token in the Self-Critical Sequence Training

Jia Cheng Hu

Roberto Cavicchioli

Alessandro Capotondi

2023/9/5

Driving Safety & Awareness Cooperative Business Model exploiting the 5GMETA platform

Clara Canova

Francesca Pacella

Daniele Brevi

Michela Apruzzese

Roberto Cavicchioli

2022/10/10

Expansionnet v2: Block static expansion in fast end to end training for image captioning

arXiv preprint arXiv:2208.06551

Jia Cheng Hu

Roberto Cavicchioli

Alessandro Capotondi

2022/8/13

Exploring the sequence length bottleneck in the transformer for image captioning

arXiv preprint arXiv:2207.03327

Jia Cheng Hu

Roberto Cavicchioli

Alessandro Capotondi

2022/7/7

A novel real-time edge-cloud big data management and analytics framework for smart cities

Journal of Universal Computer Science

Roberto Cavicchioli

Riccardo Martoglia

Micaela Verucchi

2022

Evaluating controlled memory request injection for efficient bandwidth utilization and predictable execution in heterogeneous socs

ACM Transactions on Embedded Computing Systems

Gianluca Brilli

Roberto Cavicchioli

Marco Solieri

Paolo Valente

Andrea Marongiu

2022/12/13

Distributed Big Data Analytics in a Smart City

Maria A Serrano

Erez Hadad

Roberto Cavicchioli

Rut Palmero

Luca Chiantore

...

2021/7/1

vkpolybench: A crossplatform Vulkan Compute port of the PolyBench/GPU benchmark suite

SoftwareX

Nicola Capodieci

Roberto Cavicchioli

2021/7/1

A taxonomy of modern gpgpu programming methods: On the benefits of a unified specification

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Nicola Capodieci

Roberto Cavicchioli

Andrea Marongiu

2021/5/21

See List of Professors in Roberto Cavicchioli University(Università degli Studi di Modena e Reggio Emilia)

Co-Authors

H-index: 44
Mario Bertero

Mario Bertero

Università degli Studi di Genova

H-index: 42
Marko Bertogna

Marko Bertogna

Università degli Studi di Modena e Reggio Emilia

H-index: 32
Patrizia Boccacci

Patrizia Boccacci

Università degli Studi di Genova

H-index: 30
Andrea Marongiu

Andrea Marongiu

Università degli Studi di Modena e Reggio Emilia

H-index: 23
Luca Zanni

Luca Zanni

Università degli Studi di Modena e Reggio Emilia

H-index: 21
Marco Prato

Marco Prato

Università degli Studi di Modena e Reggio Emilia

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