Results 241 to 250 of about 16,308 (300)
Edge Computing in Healthcare Using Machine Learning: A Systematic Literature Review
WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 1, March 2026.Three key parts of our review. This review examines recent research on integrating machine learning with edge computing in healthcare. It is structured around three key parts: the demographic characteristics of the selected studies; the themes, tools, motivations, and data sources; and the key limitations, challenges, and future research directions ...
Amir Mashmool +7 more
wiley +1 more source
Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation. [PDF]
Entropy (Basel)Yamada Y +3 more
europepmc +1 more source
Interpretable Machine Learning: A Comprehensive Review of Foundations, Methods, and the Path Forward
WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 1, March 2026.This systematic review of 352 studies establishes a comprehensive taxonomy for Interpretable Machine Learning, transitioning from foundational intrinsic models to advanced deep learning explanations. It reveals a critical paradigm shift toward “mechanistic interpretability” and actionable recourse, emphasizing that future AI systems must be rigorously ...
Shimon Fridkin, Michael Bendersky
wiley +1 more source
LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts
Songkai Ren +6 more
openalex +1 more source
Pixel Lens: A Granular Assessment of Saliency Explanations
Artificial Intelligence for Engineering, Volume 2, Issue 1, Page 1-17, March 2026.We propose a pipeline that detects shortcut‐dominated classifiers by comparing predictions on clean and shortcut‐perturbed images and checking dominance via a Shapley‐based ground‐truth explainer. The workflow quantifies the explanation quality of different explainable artificial intelligence (XAI) methods.
Kanglong Fan +5 more
wiley +1 more source
Adversarial Attacks against Deep-Learning-Based Automatic Dependent Surveillance-Broadcast Unsupervised Anomaly Detection Models in the Context of Air Traffic Management. [PDF]
Sensors (Basel)Luo P, Wang B, Tian J, Liu C, Yang Y.
europepmc +1 more source
Rethinking the contract‐failure theory
American Business Law Journal, Volume 63, Issue 1, Page 5-31, Spring 2026.Abstract The contract‐failure theory posits that the nonprofit form can be an indicator of high product quality because the nondistribution constraint reduces the nonprofit manager's financial benefits from cheating. This would give nonprofits an advantage over for‐profit firms when consumers cannot determine product quality and thus explains ...
Yumiao Wang
wiley +1 more source
Curbing multinational digital tax avoidance with the general anti‐avoidance rule
American Business Law Journal, Volume 63, Issue 1, Page 33-55, Spring 2026.Abstract Large multinational companies (MNCs) are increasingly leveraging the enormous value embedded in the global digital economy. This has resulted in numerous innovations; however, it has likewise resulted in the loss of billions of dollars in tax revenue to governments due to outdated laws that generally assume a brick‐and‐mortar economy and ...
Kathryn Kisska‐Schulze, Robert C. Bird
wiley +1 more source