Search Results - "Machine learning-based algorithm"

A novel machine learning‐based algorithm to detect damage in high‐rise building structures by Rafiei, Mohammad Hossein, Adeli, Hojjat

“…Summary A novel model is presented for global health monitoring of large structures such as high‐rise building structures through adroit integration of 2…”
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Ensemble machine learning-based algorithm for electric vehicle user behavior prediction by Chung, Yu-Wei, Khaki, Behnam, Li, Tianyi, Chu, Chicheng, Gadh, Rajit

“…[Display omitted] •Real electric vehicle charging data from 252 users were analyzed.•Defining the data entropy/sparsity ratio (R) as an indicator for…”
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Machine Learning-Based Algorithm for the Early Prediction of Postoperative Hypocalcemia Risk After Thyroidectomy by Muller, Olivier, Bauvin, Pierre, Bacoeur, Ophélie, Michailos, Théo, Bertoni, Maria-Vittoria, Demory, Charles, Marciniak, Camille, Chetboun, Mikael, Baud, Grégory, Raffaelli, Marco, Caiazzo, Robert, Pattou, Francois

“…We used machine learning to develop and validate a multivariable algorithm allowing the accurate and early prediction of postoperative hypocalcemia risk…”
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A machine-learning–based algorithm improves prediction of preeclampsia-associated adverse outcomes by Schmidt, Leon J., Rieger, Oliver, Neznansky, Mark, Hackelöer, Max, Dröge, Lisa A., Henrich, Wolfgang, Higgins, David, Verlohren, Stefan

“…Preeclampsia presents a highly prevalent burden on pregnant women with an estimated incidence of 2% to 5%. Preeclampsia increases the maternal risk of death…”
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Machine learning-based algorithm selection for irregular three-dimensional packing in additive manufacturing by de Araújo, Luiz Jonatã Pires, Özcan, Ender, Atkin, Jason A.D., Baumers, Martin, Drake, John H.

“…In additive manufacturing (AM), a common problem is the efficient arrangement of arbitrary three-dimensional objects, subject to geometric constraints. This…”
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Machine Learning based Algorithm Selection and Genetic Algorithms for serial-batch scheduling by Uzunoglu, Aykut, Gahm, Christian, Tuma, Axel

“…•A serial-batch scheduling problem is the application case of our analysis.•“Learning-to-rank” ML models select the best-performing heuristic.•Two Genetic…”
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Machine-Learning-Based Algorithm for Significant Wave Height Retrieval From Microwave Radiometer During Tropical Cyclones by Hu, Yuyi, Shao, Weizeng, Xu, Ying, Jiang, Xingwei

“…This study develops a machine-learning-based approach to retrieve significant wave height (SWH) from soil moisture active passive (SMAP) radiometer data under…”
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Evaluation of hawthorns maturity level by developing an automated machine learning-based algorithm by Azadnia, Rahim, Kheiralipour, Kamran

“…Marketability of agricultural products depends heavily on appearance attributes such as color, size, and ripeness. Sorting plays an important role in…”
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Machine learning-based algorithm of drug-resistant prediction in newly diagnosed patients with temporal lobe epilepsy by Mao, Lingyan, Zheng, Gaoxing, Cai, Yang, Luo, Wenyi, Zhang, Yijun, Wu, Kuidong, Ding, Jing, Wang, Xin

“…•Alterations of EEG features were detected in 2-year drug-resistant outcomes in newly-diagnosed temporal lobe epilepsy patients.•EEG functional network-based…”
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An Innovative Machine Learning-Based Algorithm for Diagnosing Pediatric Ovarian Torsion by Boztas, Asya Eylem, Sencan, Efe, Payza, Ayse Demet, Sencan, Arzu

“…We aimed to develop a machine-learning (ML) algorithm consisting of physical examination, sonographic findings, and laboratory markers. The data of 70 patients…”
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A machine learning based algorithm accurately stages liver disease by quantification of arteries by Li, Zhengxin, Sun, Xin, Zhao, Zhimin, Yang, Qiang, Ren, Yayun, Teng, Xiao, Tai, Dean C. S., Wanless, Ian R., Schattenberg, Jörn M., Liu, Chenghai

“…A major histologic feature of cirrhosis is the loss of liver architecture with collapse of tissue and vascular changes per unit. We developed qVessel to…”
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A machine learning-based algorithm for estimating river surface water velocity by Lin, Feng, Song, Changhao, Wang, Shiwu, You, Aiju, Wang, Ziming

“…Surface water flow velocity measurement in rivers is crucial for flood prediction and sustainable development. Traditional contact measurement methods are…”
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Machine Learning-Based Algorithm for One-Dimensional Wave Spectrum Retrieval from SAR Imagery as Passing Oceanic Eddy by Hu, Yuyi, Shao, Weizeng, Jiang, Xingwei, Migliaccio, Maurizio

“…The inversion of the one-dimensional wave spectrum from dual-polarized synthetic aperture radar (SAR) data is performed using machine learning methods, namely…”
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A machine-learning-based algorithm for bone marrow cell differential counting by Yu, Ta-Chuan, Yang, Cheng-Kun, Hsu, Wei-Han, Hsu, Cheng-An, Wang, Hsiao-Chun, Hsiao, Hsin-Jung, Chao, Hsiao-Ling, Hsieh, Han-Peng, Wu, Jia-Rong, Tsai, Yen-Chun, Chiang, Yi-Mei, Lee, Poshing, Lin, Che-Pin, Chen, Ling-Ping, Sung, Yung-Chuan, Yang, Ya-Yun, Yu, Chin-Ling, Lin, Chih-Kang, Kang, Chia-Pin, Chang, Che-Wei, Chang, Hsiu-Lin, Chu, Jung-Hsuan, Cathy Kao, Kai-Ling, Lin, Li, Wu, Min-Sheng, Lin, Pei-Chen, Yang, Po-Hsu, Zhang, Qun-Yi, Chuang, Ming-Kai, Chou, Sheng-Chieh, Huang, Sheng-Chuan, Cheng, Chieh-Lung, Yao, Chi-Yuan, Tien, Feng-Ming, Yeh, Chao-Yuan, Chou, Wen-Chien

“…•An AI model for BM cell differential counting was developed using a large dataset.•The high performance of the AI was validated using multinational…”
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An evolving machine-learning-based algorithm to early predict response to anti-CGRP monoclonal antibodies in patients with migraine by Romozzi, Marina, Lokhandwala, Ammar, Vollono, Catello, Vigani, Giulia, Burgalassi, Andrea, García-Azorín, David, Calabresi, Paolo, Chiarugi, Alberto, Geppetti, Pierangelo, Iannone, Luigi Francesco

“…The present study aimed to determine whether machine-learning (ML)-based models can predict 3-, 6, and 12-month responses to the monoclonal antibodies (mAbs)…”
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Developing a Machine Learning-Based Algorithm for Facial Expression Recognition: Research and Implementation by Ai, Liusiyu, Chen, Kai

“…With the rise of artificial intelligence, machine learning (ML) is increasingly integrated into daily life. Facial expressions, lasting about 1/20th of a…”
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An Effective Machine Learning Based Algorithm for Inferring User Activities From IoT Device Events by Xue, Guoliang, Wan, Yinxin, Lin, Xuanli, Xu, Kuai, Wang, Feng

“…The rapid and ubiquitous deployment of Internet of Things (IoT) in smart homes has created unprecedented opportunities to automatically extract environmental…”
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A Machine Learning-based Algorithm for Water Network Contamination Source Localization by Grbčić, Luka, Lučin, Ivana, Kranjčević, Lado, Družeta, Siniša

“…In this paper, a novel machine learning based algorithm for water supply pollution source identification is presented built specifically for high performance parallel systems…”
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Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry by van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.

“…Machine learning (ML) is a field in computer science that demonstrated to effectively integrate clinical and imaging data for the creation of prognostic…”
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A Machine Learning-Based Algorithm for Through-Wall Target Tracking by Doppler TWR by Cao, Jiaxuan, Ding, Yipeng, Peng, Yiqun, Chen, Yuxin, Ouyang, Fangping

“…Doppler through-wall radar (TWR) enables noncontact behind-the-wall target trajectory tracking, which has a wide range of application scenarios in the field of…”
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