Workplace Preference Analytics Among Graduates by Sin-Yin Ong, Choo-Yee Ting, Hui-Ngo Goh, Albert Quek, Chin-Leei Cham

“…Notably so, results from this study demonstrate that using Random Forest Algorithm resulted in better performance in predicting employment status with an accuracy rate of 99.40%, predicting company type with 66.60% and lastly predicting company sector with 30.80% when compared to other predictive models utilized during our research work's project lifecycle phase.…”
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Correction of Disturbances Influence on Results of Elongated Objects's Probe Microscopy Using Predictive Relief Estimates by P. V. Gulyaev

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Machine Learning Approach to Quantity Management for Long-Term Sustainable Development of Dockless Public Bike: Case of Shenzhen in China by Qingfeng Zhou, Chun Janice Wong, Xian Su

“…Since the number of bicycles is critical to the sustainable development of dockless PBS, this research practiced the introduction of a machine learning approach to quantity management using OFO bike operation data in Shenzhen. …”
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Distortion and Compensation of Doppler Shift Characteristics of Vortex Beam Superposition Due to Rotating Rough Surfaces and Occlusion by Hongyang Wang, Zijing Zhang, Chengshuai Cui, Yuan Zhao

“…Finally, the phase retrieval algorithm is employed to compensate the distortion induced by atmospheric turbulence, aiming to enhance the optical field purity, RDS peak amplitude and <italic>SMSR</italic> indicators. …”
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Model of electromagnetic field effect on biological tissues. by Р. V. Kamlach, D. S. Hroda, A. V. Churakov, V. I. Kamlach, V. М. Bondarik, S. I. Madveika, A. P. Klyuev

“…To test the mathematical model, a laboratory model was used to measure the electrical characteristics of biological tissue. During the research, experiments were carried out with three biological samples: adipose tissue, muscle tissue and skin. …”
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Problems of Public Service Personnel Potential Formation in the Context of New Public Management Realization* by E. V. Vasil’Eva, M. V. Mirzoyan

“…The article describes the model for improving the management of the civil service reserve. An algorithm for assessing the young specialist’s competency-based model compatibility with the requirements of the workplace on the basis of the Assessment method is presented. …”
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A Bi-Objective Optimization Strategy of a Distribution Network Including a Distributed Energy System Using Stepper Search by Suliang Ma, Zeqing Meng, Yilin Cui, Guanglin Sha

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Machine Learning Classification of First-Onset Drug-Naive MDD Using Structural MRI by Donghwa Kim, Pilsung Kang, Junhong Kim, Czang Yeob Kim, Jong-Ha Lee, Sangil Suh, Moon-Soo Lee

“…It is hard to differentiate adolescent Major Depressive Disorder (MDD) patients from healthy adolescent controls based on structural MRI research findings, as the clinical characteristics of the patient group are heterogeneous, and the neuroimaging study results are ambiguous. …”
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Investigations on the Aerodynamic Interactions Between Turbine and Diffuser System by Employing the Kriging Method by Bin Qiu, Jinglun Fu, Xiangling Kong, Hongwu Zhang, Qiang Yu

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Optimizing capacitor bank placement in distribution networks using a multi-objective particle swarm optimization approach for energy efficiency and cost reduction by Mehrdad Ahmadi Kamarposhti, Raymond Ghandour, Mahmoud Abdel-Aty, Mohamed Hafez, Mohanad Alfiras, Shawkat Alkhazaleh, Ilhami Colak, Ahmed Solyman

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Snow depth estimation in Northeast China based on space-borne scatterometer data and ML model with optimal features by Wenfei Chen, Lingjia Gu, Xiaofeng Li, Xintong Fan

“…Real-time snow depth (SD) monitoring is crucial for water resource management, weather forecasting, and environmental research. Current SD estimation methods primarily rely on passive microwave or synthetic aperture radar (SAR) technologies. …”
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Assessment of the effectiveness of scenarios for the adaptation of the regional economy to external economic constraints by A. V. Rezepin, I. V. Danilova, N. V. Pravdina

“…Simplification of logical expressions made it possible to identify 6 scenarios and evaluate their effectiveness as the dynamism of industrial production growth.Results: the generalization of scientific publications on the research topic and the analysis of the practice of adapting regions to foreign economic constraints in 2008, 2014-2015 made it possible to identify three basic scenarios: "conservation", "reconstruction" and "restructuring" of the industrial profile of the region. …”
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Evaluation of the clinical effectiveness of diagnosis and monitoring of inflammatory and destructive diseases of the oral mucosa from the standpoint of a patient-guided approach by Yu. A. Makedonova, V. V. Shkarin, S. V. Dyachenko, L. M. Gavrikova, D. Yu. Dyachenko, L. V. Zhuravlev

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Optimization for Nonlinear Uncertain Switched Stochastic Systems with Initial State Difference in Batch Culture Process by Jinlong Yuan, Jun Xie, Honglei Xu, Enmin Feng, Zhilong Xiu

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Title not available by Bouali, Fakhreddine, Fedala, Semchedine, André, Hugo, Felkaoui, Ahmed

“…Over the past decades, intelligent bearing diagnostic methods have become a research hotspot. These methods require the construction of a Feature Vector (FV) generally composed of indicators calculated from time sampled vibration signals. …”
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Safe Operation Area of Energy-Storage-Free Dynamic Voltage Restorer by Mingxing ZHU, Xuan LU, Huaying ZHANG, Qing WANG

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From Pixels to Diagnosis: Early Detection of Diabetic Retinopathy Using Optical Images and Deep Neural Networks by Amira J. Zaylaa, Sylva Kourtian

“…To address the lack of such methods, this research focused on employing various pre-trained deep neural networks (DNNs) and statistical metrics to provide an automatic framework for detecting DR in optical images. …”
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A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy by Omneya Attallah

“…Features from all layers of the three CNNs are subsequently incorporated, and the Minimum Redundancy Maximum Relevance (MRMR) algorithm is utilized to determine the most prominent features. …”
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Towards the Real-World Analysis of Lumbar Spine Standing Posture in Individuals with Low Back Pain: A Cross-Sectional Observational Study by Elena Muñoz-Gómez, Frederick McClintock, Andrew Callaway, Carol Clark, Raee Alqhtani, Jonathan Williams

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FPG-AI RNN: A Technology-Agnostic Framework for the Automatic Acceleration of LSTM/GRU-Based Models on FPGAs by Tommaso Pacini, Pietro Nannipieri, Silvia Moranti, Luca Fanucci

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