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Neural networks

EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, [ ... ], Wooju Kim

Pairwise causal discovery in biochemical networks: A survey on directionality inference within complex networks from stationary observations

Nava Leibovich, Miroslava Cuperlovic-Culf

Cross-dataset benchmarking of machine learning models for marine and atmospheric environmental prediction

Xuehua Zhou, Hanming Zhang, [ ... ], Huijuan Wang

An optimization method for flexible interconnection planning based on improved CNN-LSTM prediction and tunable relative entropy-driven chaotic evolution

Xiaoyan Zhao, Xubin Xing, [ ... ], Xiangtao Zhuan

Joint optimization of task offloading and energy trading in edge-enabled smart grids using deep reinforcement learning

Rui Xue, Bin Li, Wenyue He, Yihang Wang

TL-DETR: Efficient transmission line defect detection for edge deployment

Yong Zhang, Runming Zhao

Multilayer perceptron neural network approach for power quality improvement in a grid integrated PV and electric vehicle systems

Soumya Ranjan Das, Jayalakshmi Narayana Sabhahit, [ ... ], Erdem Cuce

Research on fault diagnosis of substation grounding grid based on graph neural network and multi source information fusion

Xinghai Pu, Hao Ding, Lan Zhong, Xiaolin Chen

Plasma vitamin C levels are associated with brain structural networks on MRI: A large cohort study

Haruka Nagaya, Keita Watanabe, [ ... ], Shingo Kakeda

Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks

Yaping Sun, Wenfang Li, Mengyang Yang, Xingchen Zhang

Bidirectional fusion heterogeneous graph networks for semi-supervised Bitcoin transaction anomaly detection in dynamic transaction graphs

Bo Xiao, Wei Yin

Can AI applied on MRI reliably predict shunt response in INPH? A comprehensive exploration of deep learning and radiomics approaches using preoperative MRI

Klara Mogensen, Valerio Guarrasi, [ ... ], Sara Qvarlander

Reliability-based mix design for concrete compressive strength using a physics-prior residual-learning surrogate with calibrated uncertainty

Pengfei Qu, Lei Song, Sihan Wang

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