FTLNet: federated deep learning model for multi-horizon wind power forecasting by Majad Mansoor, Gong Tao, Adeel Feroz Mirza, Balal Yousaf, Muhammad Irfan, Wei Chen

“…This paper presents a groundbreaking approach that leverages Federated Transfer Learning (FTL) in conjunction with Additive Attention Temporal Neural Network architectures, focusing on the competitive wind power forecasting. Our method integrates the sophisticated capabilities of Gated Residual Networks with a strategic process of feature selection, tailored for the unique demands of secure and efficient power forecasting. …”
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Spatial distribution and risk factors of Schistosoma haematobium and hookworm infections among schoolchildren in Kwale, Kenya. by Evans Asena Chadeka, Sachiyo Nagi, Toshihiko Sunahara, Ngetich Benard Cheruiyot, Felix Bahati, Yuriko Ozeki, Manabu Inoue, Mayuko Osada-Oka, Mayuko Okabe, Yukio Hirayama, Mwatasa Changoma, Keishi Adachi, Faith Mwende, Mihoko Kikuchi, Risa Nakamura, Yombo Dan Justin Kalenda, Satoshi Kaneko, Kenji Hirayama, Masaaki Shimada, Yoshio Ichinose, Sammy M Njenga, Sohkichi Matsumoto, Shinjiro Hamano

“…Soil-transmitted helminths and Schistosoma mansoni eggs in stool were evaluated by the Kato-Katz method. We measured the intensity of Schistosoma haematobium infection by urine filtration. …”
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Effectiveness of powered exoskeleton use on gait in individuals with cerebral palsy: A systematic review. by Lucinda Rose Bunge, Ashleigh Jade Davidson, Benita Roslyn Helmore, Aleksandra Daniella Mavrandonis, Thomas David Page, Tegan Rochelle Schuster-Bayly, Saravana Kumar

“…<h4>Method</h4>A systematic search of eight electronic databases was conducted in March 2020. …”
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Deep Learning-Based Prediction of Pitch Response for Floating Offshore Wind Turbines by Ruifeng Chen, Ke Zhang, Min Luo, Ye An, Lixiang Guo

“…This paper presents an efficient deep learning-based approach, referred to as the CNN-GRU model, considering multiple external environments. …”
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High-Resolution Localization Using Distributed MIMO FMCW Radars by Huijea Park, Seungsu Chung, Jaehyun Park, Yang Huang

“…In the proposed method, the target position estimates from multiple FMCW MIMO radars are collected and combined using a weighted averaging approach to determine the target’s position within a unified coordinate system at the data fusion center. …”
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Operation-Aware System Design for Synergistic Integration of Regenerative Braking Energy of Railway Systems into EV Fast Charging Stations by Sepehr Najafilarijani, Seyed Saeed Fazel, Mokhtar Bozorg, Hamed Jafari Kaleybar

“…To achieve this goal, an operation-aware optimization model is developed that determines the optimal sizes of the interfacing converter and the BESS, while also proceeding with optimal energy exchange planning. …”
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Context-Aware Trust Prediction for Optimal Routing in Opportunistic IoT Systems by Abdulkadir Abdulahi Hasan, Xianwen Fang, Sohaib Latif, Adeel Iqbal

“…A composite trust level is computed for each intermediate node to determine its suitability for data forwarding. To validate the framework, we conduct a two-phase simulation-based analysis: a scenario-driven evaluation that demonstrates the model’s behavior in controlled settings, and a large-scale NS-3-based simulation comparing our method with benchmark routing schemes, including random, greedy, and AI-based protocols. …”
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Sliding characteristics of chute waste slag in high steep canyon ecologically sensitive areas by Peishuai Chen, Fuxiang Chen, Dejie Li, Jing Xiao, Juntao Zhu, Xutao Zeng, Shichao Zhang

“…This study utilizes theoretical analysis, on-site experiments, and numerical simulations to investigate the sliding characteristics of elongated chutes for efficient waste slag disposal. Through theoretical analysis to determine the friction coefficient of the discarded slag in the chute, with the help of field tests to optimize the design of the chute structure, numerical simulation was used to verify the reasonableness of the spacing arrangement of the fishbone-shaped baffle plate. …”
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Implementation of YOLOv7 Model for Human Detection in Difficult Conditions by Arijal B, Andi Sunyoto, M. Hanafi

“…This research uses the SLR (Systematic Literature Review) method to determine the algorithm used, namely YOLOv7. …”
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Assessment of Psychosocial Risks and Affecting Factors in Active Working Life of Nurses by Elçin Babaoğlu, Rukiye Bahar

“…Method: The study was conducted in a city hospital in Istanbul. …”
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A Ship Emission Monitoring Option for Fuel Sulphur Content Measurement in Complex Environments by Fan Zhou, Xiaojia Lin, Liwei Hou

“…Limiting the fuel sulphur content (FSC) of ships can significantly reduce the harm caused by ship emissions, and analyzing ship exhaust gas to estimate FSC is a rapid, efficient, and low-cost monitoring method. To solve the difficulty in measuring FSC using sniffer equipment in a complex port area, a ship emission monitoring option for FSC measurement in complex environments is proposed here. …”
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Optimization of electrical discharge drilling parameters for precision micro-holes in SuperNi 276 by Nakarkanti Saidulu, Pappula Laxminarayana, Karrolla Buschaiah

“…The Taguchi fractional factorial method with an L16 orthogonal array is used to evaluate the influence of four key EDD parameters: tool diameter, peak current, pulse on time, and pulse off time. …”
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A Trimming Strategy for Mass Defects in Hemispherical Resonators Based on Multi-Harmonic Analysis by Yimo Chen, Fanrui Kong, Kai Zeng, Xiang Xi, Yan Shi, Dingbang Xiao, Xuezhong Wu

“…By integrating a rectangular pulse function into the mass distribution function to simulate etching grooves, spectral analysis revealed that groove depth and width determine the amplitude and gradient of introduced harmonics. …”
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Influence of Solvent Concentration on the Amount of Individual Phenolic Compounds in Apple and Sour Cherry Pomace by Maria Bianca Mandache, Ana-Maria Stoenescu, Sina Cosmulescu

“…Apple and sour cherry pomace, by-products resulting from fruit processing for juice production, were analysed using high-performance liquid chromatography (HPLC) to identify and quantify individual phenolic compounds. In order to determine the most efficient method of extracting these phenolic compounds from pomace, different concentrations of ethanol were used as the organic solvent. …”
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Identifying the factors affecting the growth of the employees of the country's property and documents registration organization by Najmeh Ahmadi, Kolsoum Nami, Nader Ghourchian, Parivash Jafari

“…Extended abstract Introduction The main factor determining the growth of the society in the current changing conditions of the world is the availability of efficient and creative human resources, which depends on the availability of knowledge, education, and research. …”
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Home Biogas Production from Organic Waste: Challenges and Process Optimization of Methane Fermentation by Jadwiga Holewa-Rataj, Mateusz Rataj, Piotr Kapusta, Joanna Brzeszcz, Marek Janiga, Anna Król

“…This publication presents an analysis of the possibilities for home biogas production using an original method. The assumptions for a biogas-generating system and key principles for the methane fermentation process are outlined. …”
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Evaluating Maize Residue Cover Using Machine Learning and Remote Sensing in the Meadow Soil Region of Northeast China by Zhengwei Liang, Jia Du, Weilin Yu, Kaizeng Zhuo, Kewen Shao, Weijian Zhang, Cangming Zhang, Jie Qin, Yu Han, Bingrun Sui, Kaishan Song

“…By comparing the accuracy of these methods, the most accurate model was determined and applied to subsequent CRC estimation. …”
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MRI-based texture analysis for the evaluation of the response to neoadjuvant chemoimmunotherapy in locally advanced head and neck squamous cell carcinoma by Haoran Wei, Kai Wang, Fan Yang, Xiaolu Li, Xiaoduo Yu, Yanfeng Zhao, Lin Li, Lizhi Xie, Xiaolei Wang, Meng Lin

“…And subsequent treatment strategies are determined on the basis of the neoadjuvant effect. Therefore, identifying a robust and effective method to recognize sensitive patients and monitor treatment response is highly important. …”
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Comparative analysis of fuel wood consumption of improved mud stove and three stone fire stove: a case study by Junejo, Awais, Kumar, Sanjay, Harijan, Khanji, Jeguirim, Mejdi

“…The fuel wood characteristics are determined by proximate and ultimate analysis. The KPT results show that ICS reduces fuel consumption by 0.16 kg/person/day. …”
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Voltage Adjustment Strategy for High-Penetration Electric Vehicles Connected to Power Grid Based on Situation Awareness by Zong LIU, Jun HE, Wentao HUANG, Liwen ZHU, Changhong DENG

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