Predicting weather-related power outages in large scale distribution grids with deep learning ensembles by L. Prieto-Godino, C. Peláez-Rodríguez, J. Pérez-Aracil, J. Pastor-Soriano, S. Salcedo-Sanz

“…Diversity is ensured by training each model with slightly different randomly sampled data. …”
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Longitudinal tear detection system for belt conveyor based on deep learning by Zhiqiang YU, Xiangsheng PAN, Wei JIANG

“…In response to the common problems faced by belt conveyors in the field of longitudinal tear detection, such as high missed detection rate, frequent false alarms, and insufficient intelligence level, we develop an intelligent detection system for longitudinal tearing of strip surfaces that integrates machine vision and line laser technology. …”
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A Novel Resource Allocation Algorithm for OFDMA System with Proportional Fairness by Yaohui Wu, Youming Li, Pengfei Shao

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A Novel Resource Allocation Algorithm for OFDMA System with Proportional Fairness by Yaohui Wu, Youming Li, Pengfei Shao

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Railway Tracks Extraction from High Resolution Unmanned Aerial Vehicle Images Using Improved NL-LinkNet Network by Jing Wang, Xiwei Fan, Yunlong Zhang, Xuefei Zhang, Zhijie Zhang, Wenyu Nie, Yuanmeng Qi, Nan Zhang

“…While deep learning neural networks have shown promise in this domain, they still face limitations in precisely extracting track line edges. …”
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An edge awareness-enhanced visual SLAM method for underground coal mines by Qi MU, Xin LIANG, Yuanjie GUO, Yuhao WANG, Zhanli LI

“…First, an edge-awareness constrained low-illuminance image enhancement module was developed. Specifically, images with clear textures and uniform illumination were obtained using the Retinex algorithm optimized using an adaptive gradient-domain guided filter. …”
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Multi-objective optimization design of the cam linkage mechanism of the automatic welding device by SONG Zhicheng, YU Feng, DENG Yuanchao, CAI Yufei

“…ObjectiveTo improve the automation welding production efficiency of steel columns and rib plates, a special welding torch moving mechanism has been designed.MethodsFirstly, a cam linkage combination mechanism was designed to meet the moving trajectory and speed of the welding gun. …”
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Intelligent Analysis of Core Identification Based on Intelligent Algorithm of Core Identification by Xiaolin Zhu, Wei Lv

“…The communication recognition of mobile phone core is a test of the development of machine vision. The size of mobile phone core is very small, so it is difficult to identify small defects. …”
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Optimization and Multimachine Learning Algorithms to Predict Nanometal Surface Area Transfer Parameters for Gold and Silver Nanoparticles by Steven M. E. Demers, Christopher Sobecki, Larry Deschaine

“…In this study, the NSET formula was slightly modified in the size-dependent dampening constant and skin depth terms to allow for modeling of different metals as well as testing the quenching effects created by variously sized gold, silver, copper, and platinum nanoparticles. …”
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Development and validation of the Immune Profile Score (IPS), a novel multiomic algorithmic assay for stratifying outcomes in a real-world cohort of patients with advanced solid ca... by Yan Liu, Matthew Zibelman, Timothy Chan, Justin Guinney, Douglas Adkins, Ezra E W Cohen, Michelle M Stein, Halla Nimeiri, Sandip P Patel, Alia D Zander, Rossin Erbe, Ailin Jin, Sayantoni Mukhopadhyay, Ben Terdich, Mario G Rosasco, Nirali Patel, Chithra Sangli, Timothy Taxter, Seung Won Hyun, Brett M Mahon, A Kate Sasser, Michelle A Ting-Lin, Kyle A Beauchamp

“…Background Immune checkpoint inhibitors (ICIs) have transformed the oncology treatment landscape. Despite substantial improvements for some patients, the majority do not benefit from ICIs, indicating a need for predictive biomarkers to better inform treatment decisions.Methods A de-identified pan-cancer cohort from the Tempus multimodal real-world database was used for the development and validation of the Immune Profile Score (IPS) algorithm leveraging Tempus xT (648 gene DNA panel) and xR (RNA sequencing) (N=1,707 development cohort; N=1,600 validation cohort). …”
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Distribution Network Reconfiguration Considering Distributed Generation and Electric Vehicle Cluster Scheduling by Xueyuan XIE, Xiaoxiao LIU, Chao LI, Zipeng HU, Kai LIU, Tao CHEN

“…Firstly, a distribution network reconfiguration model is established to minimize the comprehensive cost by taking the switching state of power lines, the charging and discharging state and power of EVs as decision variables. …”
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Study on the Switching Model Predictive Control Algorithm in Batch Polymerization Process by Jong Nam Kim, Chun Bae Ma, Hyok Jo, Un Chol Han, Hyon-Tae Pak, Son Il Hong, Ri Myong Kim

“…Finally, a switching model predictive control algorithm that determines the optimal manipulated value based on the on-line updated step response model is constructed, and a cascade control system using this algorithm is introduced to the temperature control of batch polyvinyl chloride suspension polymerization process. …”
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Robot path planning based on improved ant colony optimization by XUE Xiang, ZHU Qixin, ZHU Yonghong

“…Secondly, the distance heuristic function was improved to speed up the convergence of the algorithm by integrating the distance relationship between the nodes to be selected and the starting point as well as between the nodes to be selected and the end point. …”
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An Enhanced Local Optimization Algorithm for GNSS Shadow Matching in Mobile Phones by Xianggeng Han, Nijia Qian, Jingxiang Gao, Zengke Li, Yifan Hu, Liu Yang, Fangchao Li

“…However, the positioning accuracy of this algorithm is susceptible to noise, and its continuous signal-to-noise ratio (SNR) scoring method does not fully exploit the probability density and probability distribution information contained in the SNR. …”
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Optimized load frequency controller for microgrid with renewables and EVs based recent multi-objective mantis search algorithm by Osama Elbaksawi, Rovan Fathy, Ahmed Ali Daoud, R.A. Abd El-aal

“…Furthermore, the system stability is significantly improved, and a faster response during transient conditions is achieved when compared to previous algorithms.…”
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Visual System Inspired Algorithm for Enhanced Visibility in Coronary Angiograms (VIAEVCA) by Hedva Spitzer, Yosef Shai Kashi, Morris Mosseri, Jacob Erel

“…Despite its major advantages, the algorithm also caused the appearance of disturbing vertebral and bony artifacts, which could somewhat lower diagnostic accuracy. …”
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Electronic Controller Automatic Test System Based on Intelligent Control Algorithm by Meiqi Li, Xu Gong

“…Moreover, the paper makes a detailed theoretical analysis of several basic problems relating to signal integrity and gives a general method to solve the main SI problems. …”
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Application of computer vision algorithm in ceramic surface texture analysis and prediction by Yao Tian, Feifei Zhu

“…In this method, laser lines are used to scan along the radial direction of ceramic, and the position of laser stripe is located by straight line detection algorithm. …”
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Neighboring Algorithm for Visual Semantic Analysis toward GAN-Generated Pictures by Lu-Ming Zhang, Yichuan Sheng

“…Generative adversarial network (GAN)-guided visual quality evaluation means scoring GAN-propagated portraits to quantify the degree of visual distortions. In general, there are very few image- and character-evaluation algorithms generated by GAN, and the algorithm’s athletic ability is not capable. …”
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Application of 4PCS and KD-ICP Alignment Methods Based on ISS Feature Points for Rail Wear Detection by Jie Shan, Hao Shi, Zhi Niu

“…Due to the large amount of 3D rail point cloud data collected by the 3D line laser sensor, the original data are first downsampled by voxel filtering. …”
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