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Machine learning

Robustness of CNN-augmented sequential models for Li-ion battery RUL prediction under data scarcity

Jie Zhang

A hybrid ensembling and autoencoder scheme for improving sensing reliability in cognitive radio networks

Noor Gul, Jehad Ali, [ ... ], Su Min Kim

Research on MOOCs course recommendation system based on hybrid attention mechanism in frequency and time domain

Hongli Yuan, Li Liu, [ ... ], Fucheng Zhang

Factor-based deep reinforcement learning for asset allocation: Comparative analysis of static and dynamic beta reward designs

Nak Hyun Jung, Taeyeon Oh

Intrusion detection using search-based learning optimized ensemble tree classifier model

Afnan M. Alhassan, Nouf I. Altmami

When noise mitigates bias in human–algorithm decision-making: An agent-based model

Spencer Poodiack Parsons, René Torenvlied

Accelerated Stochastic Conjugate Gradient for a class of convex optimization

Lulu He, Yanan Du

Mitigating semantic label divergence in federated learning: Obfuscated encoding and alert filtering for security monitoring

Yoonho Lee, Joonghyuk Im, Jisu Kim, Myungkeun Yoon

An algorithm for drug retrieval based on robot-grasping detection constraints and DDPG autonomous learning

Xiaowen Zhang, Tiegang Lv

A histogram transformer approach using attention-based 3D residual network for human action recognition

Maojin Sun, Luyi Sun

Enhanced sentiment analysis in tourism reviews via multimodal graph convolutional networks

Weijia Yang, Zilian Xue, [ ... ], Cunyuan Yang

A cost effective machine learning based network intrusion detection system using Raspberry Pi for real time analysis

R.W.K.S. Wijethilaka, Kanishka Yapa, Deemantha Siriwardena

An integrated framework for multi-feature fusion and intelligent recognition of design elements: Challenges and solutions

Liu Wenbo

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