Applying genetic algorithm to extreme learning machine in prediction of tumbler index with principal component analysis for iron ore sintering by Senhui Wang

“…Second, the genetic algorithm (GA) has been applied to promote the improvement of the robustness and generalization performance of the original ELM. Finally, the model is examined using actual production data of a year from a sinter plant, and is compared with the algorithms of single ELM, GA-BP and deep learning method. …”
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MODERATING EFFECT OF RISK MANAGEMENT COMMITTEE ON BOARD ATTRIBUTES AND FIRM SURVIVAL AMONG LISTED MANUFACTURING COMPANIES IN NIGERIA by Yusuf Labija Amana, Ibrahim Magaji Barde, Aliyu Suleiman Kantudu

“…The data were analysed using Generalized Least Square. Findings indicate that board independence, board size and board expertise were statistically associated with firm survival, while board gender diversity has an insignificant impact on firm survival. …”
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The Current Status of Atmospheric Micro/Nanoplastics Research: Characterization, Analytical Methods, Fate, and Human Health Risk by Hsin-Chieh Kung, Chien-Hsing Wu, Nicholas Kiprotich Cheruiyot, Justus Kavita Mutuku, Bo-Wun Huang, Guo-Ping Chang-Chien

“…Nonetheless, the research is important in understanding the risk and fate of these contaminants in the total environment. Generally, the research is limited by a lack of consensus on the characterization of plastic debris and the standardization of sampling and analysis protocols. …”
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OsteoNet—A Framework for Identifying Osteoporosis in Bone Radiograph Images Using Attention-Based VGG Network by Abdul Wahab Muzaffar, Farhan Riaz, Muhammad Tahir

“…A comparative analysis of the proposed method on ISBI 2014 challenge dataset against existing methods revealed that hand-crafted features mimicking gradients outperform those based on statistics, and CNN-based methods generally exhibit better performance. Our proposed method achieved an accuracy of 74.1%. …”
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Anxiety and depression screening reveals the importance of advancing mental health support for Haitian healthcare providers by Youri Encelotti Louis, Brooke Betson, Samy Auguste

“…This study was conducted using a self-report questionnaire containing the Generalized Anxiety Disorder-7 and Patient Health Questionnaire-9 screening tools, distributed to Haitian healthcare providers nationwide. …”
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On the implications of artificial intelligence methods for feature engineering in reliability sector with computer knowledge graph by Heling Jiang, Yongping Xia, Changjie Yu, Zhao Qu, Huaiyong Li

“…These findings highlight the SVM with a linear kernel’s superior generalization skills, which make it the best option for pump system defect identification. …”
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Overview of hepatocarcinogenesis focusing on cellular origins of liver cancer stem cells: a narrative review by Jong Ryeol Eun

“…Hepatocellular carcinoma (HCC) accounts for 85% to 90% of primary liver cancers and generally has a poor prognosis. The hierarchical model, which posits that HCC originates from liver cancer stem cells (CSCs), is now widely accepted, as it is for other cancer types. …”
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Object identity representation occurs early in the archerfish visual system by Svetlana Volotsky, Ronen Segev

“…Building on this unique behavior, it was recently shown that archerfish can be trained to distinguish between different object categories by generalizing from examples. Analysis of the archerfish’s behavior revealed that the fish visual system relies on a small set of visual features for categorization and is more sensitive to object contours than to textures. …”
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A neural network design for black-box identification of converter impedance models in arbitrary operating conditions by CHEN Bing, ZHAO Chongbin, JIANG Qirong, WANG Xu, WANG Fangming

“…In the model training stage, taking into account the latent features of the converter impedance model, a neural network with the same number as the disturbance frequency was designed, and the Levenberg-Marquardt algorithm with Bayesian regularization integrated is used to enhance the generalization ability of the network trained with a small dataset. …”
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Biodegradability of Cellulose Fibers, Films, and Particles: A Review by Martin A. Hubbe, Jesse S. Daystar, Richard A. Venditti, Joel J. Pawlak, Marielis C. Zambrano, Morton Barlaz, Mary Ankeny, Steven Pires

“…This review indicates that cellulose biodegradability, while generally rapid and natural, has a rate and extent that depends on a complex and sometimes subtle set of environmental and chemical factors.…”
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Dhat Syndrome: Epidemiology, Risk Factors, Comorbidities, Diagnosis, Treatment, and Management by Yukino N. Strong, Angel Li, Michael E. White, Abrahim N. Razzak, Danyon J. Anderson, Alan D. Kaye, Edwin W. Herron, Nazih P. Khater, Elyse M. Cornett, Ivan Urits

“…For patients with Dhat syndrome, it becomes important to appreciate how generalized depression and anxiety may persist alongside the disorder and those symptoms can be common and non-specific. …”
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Autoimmune hepatitis: new in diagnostics, a pathogenesis and treatment by Ye. N. Shirokova, K. V. Ivashkin, V. T. Ivashkin

“…The aim of review. To generalize new data on diagnostics, pathogenesis and treatment of autoimmune hepatitis (AIH).Original positions. …”
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Current status of developed electrocatalysts for water splitting technologies: from experimental to industrial perspective by Duy Thanh Tran, Phan Khanh Linh Tran, Deepanshu Malhotra, Thanh Hai Nguyen, Tran Thien An Nguyen, Nguyen Tram Anh Duong, Nam Hoon Kim, Joong Hee Lee

“…Their performance, however, generally depends on electricity costs and system efficiency, which can be significantly improved by developing high-performance electrocatalysts to enhance the kinetics of both the cathodic hydrogen evolution reaction and the anodic oxygen evolution reaction. …”
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A feature extraction method for hydrofoil attached cavitation based on deep learning image semantic segmentation algorithm by Yingyuan Liu, Yizhi Wang, Kang An

“…The accuracy and generalization ability of the proposed method have been validated. …”
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Transcriptomic analysis of the root system of Platycodon grandiflorum in response to the fallen leaves of Acer truncatum by FENG Chaoqun, RUAN Kunfei, SHI Shaotong, LI Sen, CHENG Shaoying, LIU Zhonghua

“…[Conclusion] We found that DEGs in the terpenes and phenylpropanoid synthesis pathways were mainly up-regulated, while DEGs in the flavonoid synthesis pathway were generally down-regulated. It is speculated that the synthesis of terpenes and phenylpropanoids is increased, while the synthesis of flavonoids is decreased. …”
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Current Status of Detection Technologies for Indoor Hazardous Air Pollutants and Particulate Matter by Yuhan Wang, Bingquan Wang, Rui Wang

“…A number of researchers have published reviews of research on detection methods for hazardous gases, which are generally organized in terms of the detection of specific hazardous gases. …”
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The role of strategic management in the success of projects in educational institutions by Savićević Sara

“…The results showed that respondents generally rated the role of strategic management highly, with average scores ranging from 4.088 to 4.915. …”
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Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization by Tie Chen, Yimin Yuan, Jiaqi Gao, Shinan Guo, Pingping Yang

“…Furthermore, utilizing transfer learning, the model trained and tested on the PLAID dataset was further tested on the WHITED dataset to increase the model’s universality and generalization ability, showing significant effects in identifying loads with similar V–I trajectories and multiple states.…”
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THE POLITICS OF OIL EXPLORATION AND THE CHALLENGES OF SUSTAINABLE DEVELOPMENT IN NIGERIA: THE ISSUE OF BAYELSA STATE by FRANK FUNKEYE SAPELE, AYOOLA BABATUNDE FADOLA

“…Nigeria joined oil producing nations on 3rd august 1956 when oil was first discovered in commercial quantities in the Oloibiri of Bayelsa State and today Nigeria ranked as the leading oil and gas producer in Africa and the 6th largest exporter in the world. The area is generally referred to one of the most important wetland and marine system in the world. …”
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NF-κB Inhibitory Activity of the Di-Hydroxy Derivative of Piperlongumine (PL-18) by Yael Schlichter Kadosh, Subramani Muthuraman, Ariel Kushmaro, Rajendran Saravana Kumar, Jacob Gopas

“…While acute inflammation generally protects against harmful stimuli, prolonged and chronic inflammation have detrimental effects and disrupts tissue homeostasis. …”
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