Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active…
Dual-Segment Clustering Strategy for Hierarchical Federated Learning in Heterogeneous Wireless Environmentsby Pengcheng Sun, Erwu Liu,…
DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecastingby Qinshuo Liu, Yanwen Fang, Pengtao…
DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systemsby Franz Kevin Stehle, Wainer Vandelli, Giuseppe Avolio,…
Integrating supervised and unsupervised learning approaches to unveil critical process inputsby Paris Papavasileiou, Dimitrios G.…
Human-interpretable clustering of short-text using large language modelsby Justin K. Miller, Tristram J. AlexanderFirst submitted…
Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularityby Zihang Jia, Zhen…
Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Predictionby Hui Song, Zheng Miao,…
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Maskby Zineb Senane, Lele…
Deep Hierarchical Graph Alignment Kernelsby Shuhao Tang, Hao Tian, Xiaofeng Cao, Wei YeFirst submitted to…