Ljubiša Stanković

Graph Signal Processing -- Part II: Processing and Analyzing Signals on Graphs

2019 · arXiv (Cornell University)

The focus of Part I of this monograph has been on both the fundamental properties, graph topologies, and spectral representations of graphs. Part II embarks on these concepts to address the algorithmic and practical issues …

Manifold-based Shapley for SAR Recognization Network Explanation

2024 · arXiv (Cornell University)

Explainable artificial intelligence (XAI) holds immense significance in enhancing the deep neural network's transparency and credibility, particularly in some risky and high-cost scenarios, like synthetic aperture radar (SAR). Shapley is a game-based explanation technique with …