Emanuele Frontoni
Scholar

Emanuele Frontoni

Google Scholar ID: Vgi8nAcAAAAJ
Full Professor of Computer Engineering UNIMC & co-director VRAI Lab
artificial intelligencecomputer visionroboticsremote sensingdigital humanities
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Citations & Impact
All-time
Citations
8,791
 
H-index
45
 
i10-index
175
 
Publications
20
 
Co-authors
186
list available
Publications
11 items
Structural Kolmogorov-Arnold Convolutions: Learnable Function on the Values or the Filter Shape as Parameter-Efficient Alternative to Per-Edge Convolutional KANs
2026
Cited
0
Time series Foundation Models based on Physics-Informed Synthetic Histories for Cold-Start Photovoltaic Forecasting
2026
Cited
0
Brain3D: EEG-to-3D Decoding of Visual Representations via Multimodal Reasoning
2026
Cited
0
EEG2Vision: A Multimodal EEG-Based Framework for 2D Visual Reconstruction in Cognitive Neuroscience
2026
Cited
0
ENEIDE: A High Quality Silver Standard Dataset for Named Entity Recognition and Linking in Historical Italian
2026
Cited
0
DELICATE: Diachronic Entity LInking using Classes And Temporal Evidence
2025
Cited
0
Empathic Prompting: Non-Verbal Context Integration for Multimodal LLM Conversations
2025
Cited
0
A Production-Ready Machine Learning System for Inclusive Employment: Requirements Engineering and Implementation of AI-Driven Disability Job Matching Platform
2025
Cited
0
Resume
Research Experience
  • Involved in several research projects including iStream Project, INCREASE, DWC, ROSIN, ULTIMATE Water, CV&DL 2019-2020, IOT - Intelligent Oncology Telecare, eWARE, MIR-AGE, SINC, ASSECURE, FCloSe, Wellfood Action, and Hives.
Background
  • Research interests include Computer Vision, Computer Graphics, Machine Learning & Deep Learning, Mobile Robotics & Mechatronics.
Co-authors
6 total
Adriano Mancini
Adriano Mancini
Università Politecnica delle Marche, Dipartimento di Ingegneria dell'Informazione
Marina Paolanti
Marina Paolanti
Associate Professor of Computer Engineering, University of Macerata
Luca Romeo
Luca Romeo
Associate Professor Computer Science, University of Macerata
Lucia Migliorelli
Lucia Migliorelli
Università Degli Studi Di Teramo
Riccardo Rosati
Riccardo Rosati
PostDoc researcher VRAI @ DII - Università Politecnica delle Marche
Maria Chiara Fiorentino
Maria Chiara Fiorentino
Università Politecnica delle Marche