Fairness in Federated Learning: Trends, Challenges, and Opportunities
This survey delves into the intricate issues pertinent to fairness in federated learning , where various biasing factors can skew model performance. By systematically analyzing fairness‐aware strategies, evaluation metrics, and future directions, this work identifies pivotal research gaps in existing approaches and sheds light on both challenges and ...
Noorain Mukhtiar+2 more
wiley +1 more source
Theoretical research and system design of ship navigation guidance for local temporary prohibited navigation area. [PDF]
Pan W, Fan J, Xie XL, Li M.
europepmc +1 more source
Using cloud computing technology, a telerehabilitation application allows patients to perform exercises remotely. Sensor data from a textile‐based IoT glove is processed in the cloud and transmitted as exercise commands to an actuating T‐IoT glove worn by patients.
Kadir Ozlem+5 more
wiley +1 more source
Investigation of injury severity level in truck-related crashes at school zones using mixed generalized ordered models. [PDF]
Cho J, Lee S, Park J.
europepmc +1 more source
This paper presents a novel Multi‐Distance Spatial‐Temporal Graph Neural Network for detecting anomalies in blockchain transactions. The model combines multi‐distance graph convolutions with adaptive temporal modeling to capture complex patterns in anonymized cryptocurrency networks.
Shiyang Chen+4 more
wiley +1 more source
Fuzzy synthetic approach for seismic risk assessment of bridges with insights from the 2023 Kahramanmaras Earthquake in Turkiye. [PDF]
Ansari A+7 more
europepmc +1 more source
Multiview angle UAV infrared image simulation with segmented model and object detection for traffic surveillance. [PDF]
Aibibu T, Lan J, Zeng Y, Hu J, Yong Z.
europepmc +1 more source
Dual-Layer Fusion Model Using Bayesian Optimization for Asphalt Pavement Condition Index Prediction. [PDF]
Hao J, Sun Z, Xing Z, Pei L, Feng X.
europepmc +1 more source
Understanding Bicycle Riding Behavior and Attention on University Campuses: A Hierarchical Modeling Approach. [PDF]
Tang W, Tao Y, Gu J, Chen J, Yin C.
europepmc +1 more source
Malicious Traffic Detection Method for Power Monitoring Systems Based on Multi-Model Fusion Stacking Ensemble Learning. [PDF]
Zhang H+6 more
europepmc +1 more source