Responsible Artificial Intelligence in Courts: A Four‐Test Framework
AI &Innovation, EarlyView.ABSTRACT A structured framework for responsible AI applications relating to judicial decision‐making and the adjudicative functions of courts requires the satisfaction of multiple context‐specific safeguards. This article proposes a four‐test framework designed to evaluate whether AI systems used in courts operate in accordance with legal, procedural ...
Kwan Yiu Cheng
wiley +1 more source
Spectrum Sensing Method Based on STFT-RADN in Cognitive Radio Networks. [PDF]
Sensors (Basel)Wang A, Zhu T, Meng Q.
europepmc +1 more source
Improving access to new technologies: An experiment with Kenyan input sellers
American Journal of Agricultural Economics, EarlyView.Abstract Agrodealers play a critical role in rural economies, selling essential inputs for agricultural production, stocking new products, and providing farmers with technical advice. However, uncertainty can discourage them from stocking newer, less familiar products, limiting the availability of innovative technologies and leading to market failures ...
Sarah W. Kariuki +6 more
wiley +1 more source
Decision-Making Algorithm with Geographic Mobility for Cognitive Radio. [PDF]
Sensors (Basel)Cervantes-Junco GB +5 more
europepmc +1 more source
Asia-Pacific Journal of Chemical Engineering, EarlyView.ABSTRACT Air pollution from sulfur dioxide (SO2) emissions poses significant threats to environmental sustainability, public health, and climate change efforts. Despite advances in monitoring and regulatory frameworks, traditional methods often fall short in accuracy, scalability, and efficiency.
Turkan Kopac
wiley +1 more source
Secure channel estimation model for cognitive radio network physical layer security using two-level shared key authentication. [PDF]
Sci RepSaravanan K +3 more
europepmc +1 more source
Physical Reservoir Computing Using Microelectromechanical Systems
Advanced Physics Research, EarlyView.Physical reservoir computing (PRC) transforms micro‐electro‐mechanical (MEMS) sensors into intelligent computing nodes by utilizing their intrinsic nonlinear dynamics and short‐term memory effects. This review surveys recent progress in MEMS‐based reservoir computing, covering its theoretical foundations, device architectures, and applications in ...
Mariam Gada +2 more
wiley +1 more source
Multi-User Opportunistic Spectrum Access for Cognitive Radio Networks Based on Multi-Head Self-Attention and Multi-Agent Deep Reinforcement Learning. [PDF]
Sensors (Basel)Bai W, Zheng G, Xia W, Mu Y, Xue Y.
europepmc +1 more source
Advanced Physics Research, EarlyView.This graphical abstract illustrates the unified framework of Data Field Theory (DFT), integrating hyperbolic geometry for hierarchical embedding, gauge theory for internal symmetries, renormalization group for multi‐scale dynamics, Lévy processes for heavy‐tailed fluctuations, noncommutative geometry for quantum‐inspired cognition, and higher ...
Mohammadreza Nehzati
wiley +1 more source
Decision-making analysis in cooperative environments for decentralized cognitive radio networks. [PDF]
HeliyonHernandez C, Giral D, Martínez F.
europepmc +1 more source