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Algorithms

Scenario-based portfolio optimization via bootstrapping and machine learning methods: Theory development and empirical evidence from the Tehran Stock Market

Morteza Amini, Sajedeh Javadi, Majid Soleimani-damaneh

Fusion of multi-scale geometric features and frequency domain decomposition for stereo matching network

Hua Hou, Diancheng Wang, Jinqian Xu, Yan Wang

Model predictive control based MLP-ANN to enhance tracking response with energy saving of EV drive cycles using five-phase IPMSM

Ahmed M. Hassan, Hamada Esmaiel, Mohammed M. Alammar, Mohamed Eladly Metwally

Exploring the toxicological mechanisms of Benzo[a]anthracene (BaA) exposure in lung adenocarcinoma (LUAD) via network toxicology, machine learning, and multi-dimensional bioinformatics analysis

Zhiyao Shi, Zhiyong Fang, [ ... ], Xixing Wang

Modeling thermoelectric performance of p-type Cu₃SbSe₄-based chalcogenide materials using decision trees and structural risk error minimization intelligent computational methods

Fawaz Saad Alharbi

Out-of-context and out-of-scope: Manipulating large language models through minimal instruction set modifications

Monty-Maximilian Zühlke, Daniel Kudenko, Wolfgang Nejdl

A deep learning framework for gait-based frailty classification using inertial measurement units

Arslan Amjad, Agnieszka Szczęsna, [ ... ], Basheir khan

Refining weak supervision for robust lung cavity segmentation: A graph-affinity method with boundary constraints

Zeyu Ding, Zhuoyi Tan, [ ... ], Juntao Liu

Backward cloud transformation algorithm based on Kullback Leibler divergence

Xiaobin Xu, Kangwei Yu, [ ... ], Lu Zhang

Design and development of a convolutional neural network based on human cognitive attention mechanism for automatic classification of leukemia

Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi

Accurate characterization of mix plastic waste using ATR-FTIR spectroscopy and machine learning methods

Ziang Zhou, Hengxuan Shao, [ ... ], Wanqing Wang

Path planning for UAVs in complex terrain based on the PGD model: Algorithmic improvements combining feature extraction and reinforcement learning

Liangshuai Liu, Xiaofeng Li, [ ... ], Yaya Lv

Edge computing task scheduling mechanism based on multi-dimensional feature extraction and attention fusion

Shunli Zhang, Jia-ying Li, Peng Yu

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