Salvatore Distefano

University of Messina — Italy

Computer Science · Physical Sciences

37h-index4.8kcitations314works6.72yr avg
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Research Topics

IoT and Edge/Fog Computing(70), Cloud Computing and Resource Management(37), Software Reliability and Analysis Research(36), Context-Aware Activity Recognition Systems(33), Remote-Sensing Image Classification(33)

Publications314 total

A Neuro-Computational Architecture Taxonomy to Bridge Biological and Artificial Intelligence
Studies in computational intelligence·2026
Beyond Classical: The Role of Data Encoding in Quantum Regression on Air Quality Prediction
2025
GraphMamba: Graph Tokenization Mamba for Hyperspectral Image Classification
IEEE Transactions on Emerging Topics in Computing·2025
PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification
IEEE Transactions on Neural Networks and Learning Systems·2025· 3 cited
Comparing Quantum Machine Learning Approaches in Astrophysical Signal Detection
2025
Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification
International Journal of Remote Sensing·2025· 4 cited
Mutable Blockchains in IoT-Driven Sustainable Urban Planning: Challenges, and Analytical Modeling
2025
A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models
Neurocomputing·2025· 34 cited
Spatial–spectral morphological mamba for hyperspectral image classification
Neurocomputing·2025· 32 cited
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification
arXiv (Cornell University)·2025· 2 citedOpen Access
Multi-head spatial-spectral mamba for hyperspectral image classification
Remote Sensing Letters·2025· 15 citedOpen Access
DiffFormer: A Differential Spatial-Spectral Transformer for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 7 citedOpen Access
Byte Latent Mamba With State Space and Knowledge Distillation for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing·2025
EnergyFormer: Energy Attention With Fourier Embedding for Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters·2025· 1 citedOpen Access
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 4 citedOpen Access
DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification
arXiv (Cornell University)·2024Open Access
Exploring the interplay between DataSpaces and Large Language Models
2024· 1 cited
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification
arXiv (Cornell University)·2024Open Access
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters·2024· 31 citedOpen Access
Application of Artificial Intelligence in Magnetic Resonance Imaging: Implementation of a Health Technology Assessment (HTA)
Journal of Advanced Health Care·2024Open Access
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Frequent Co-authors

Antonio Puliafito(26), Giovanni Merlino(17), Francesco Longo(15), Dario Bruneo(14), Manuel Mazzara(11), Muhammad Ahmad(10), Adil Khan(7), Marco Scarpa(7), Rustem Dautov(6), Sidrah Shabbir(3), Danfeng Hong(3), Swalpa Kumar Roy(2), Jocelyn Chanussot(2), Rajkumar Buyya(2), Vincenzo D. Cunsolo(2), Ahmed Sohaib(2), Muhammad Usama(2), Xin Wu(1), Jing Yao(1), Mohsin Ali(1)