Sentiment analysis for depression detection: A stacking ensemble-based deep learning approach by Kinza Noor, Mariam Rehman, Maria Anjum, Afzaal Hussain, Rabia Saleem

“…Due to the widespread prevalence of this disorder in society, novel and efficient methods must be developed for effective detection and treatment. …”
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A blockchain technology for improving financial flows in humanitarian supply chains: benefits and challenges by Saurav Negi

“…Findings – The findings show that the humanitarian sector has the potential to reap significant benefits from BT, including secure data exchange, efficient SCM, streamlined donor financing, cost-effective financial transactions, smooth digital cash flow management and the facilitation of cash programs and crowdfunding. …”
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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

“…The observed small scale clustering of the S. haematobium and hookworm infections might imply less uniform strategies even at finer scale for efficient utilization of limited resources.…”
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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

“…The motor impairments of individuals with CP significantly affect the kinematics of an efficient gait pattern. Robotic therapies have become increasingly popular as an intervention to address this. …”
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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

“…The results showcase the potential of employing SETS as an efficient means to mitigate the challenges associated with FCSs, especially peak shaving and cost reductions, paving the way for a more sustainable electric transportation system.…”
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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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Thoracic squeezing on airway secretion and respiratory parameters in mechanically ventilated patients: An interventional study by P Thenmozhi, P Dineshkumar, G Bhuvaneswari, T Mary Minolin, S Tamilselvi

“…BACKGROUND: The most common method for preventing ventilator-associated pneumonia is maintaining airway clearance for efficient gas exchange, achieved by removing secretion through endotracheal or tracheal suctioning. …”
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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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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

“…Results demonstrate that, for a similar reduction in the 1st harmonic, the variation in frequency split during the discrete trimming process is only 11% of that observed in single-point trimming, facilitating efficient and low-damage trimming of the 1st harmonic.…”
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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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A Cooperative Decision-Making and Control Algorithm for UAV Formation Based on Non-Cooperative Game Theory by Yongkang Jiao, Wenxing Fu, Xinying Cao, Kunhu Kou, Ji Tang, Rusong Shen, Yiyang Zhang, Haibo Du

“…Simulations are presented to confirm the efficiency of the proposed method.…”
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Innovative Development of tax Administration in Russia by E. A. Kirova, M. V. Karp, L. S. Samodelko, A. V. Zakharova

“…In preparing the article, the authors used methods of analysis and synthesis of  empirical  data  of  information  platforms, as  well  as  a  systematic approach and a method of interpreting the results during scientific research. …”
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INFLUENCE OF THE PROPERTY FORMS DEVELOPMENT ON COMPETITIVENESS OF THE RUSSIAN ECONOMY by E. V. Anokhin

“…Results: through the prism of analysis of the state role in the country economy, the following factors have been considered, which determine the economy competitiveness: human resources (dynamics of such indicators as "population size", "employment", the role of migrant workers in the Russian economy); the economy dynamics (GDP and GNI per capita in USSR/Russia, USA, France, Germany); the socio-political situation (the level of wages and the ratio of the average monthly salary of Russian and foreign specialists, the difference between the incomes of the poorest and the richest population groups in Russia); the efficiency of industrial production (structural changes in industry and the distribution of industrial enterprises by ownership, the impact of industry trends on other types of economic activity); the market dynamics (the impact of imports on the quality of goods sold on the Russian market); resources and infrastructure (evaluation of the implementation of a number of large projects for infrastructure development on the Russian territory). …”
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CO2 Absorbing Capacity of MEA by José I. Huertas, Martin D. Gomez, Nicolas Giraldo, Jessica Garzón

“…We describe the use of a gas bubbler apparatus in which the gas phase is bubbled into a fixed amount of absorbent under standard conditions as a uniform procedure for determining the absorption capacity of solvents. The method was systematically applied to determine the CO2 absorbing capacity of MEA (Ac) at several aqueous MEA (β) and gas-phase CO2 concentrations. …”
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Deep Reinforcement Learning-Based Computation Offloading in UAV Swarm-Enabled Edge Computing for Surveillance Applications by S. M. Asiful Huda, Sangman Moh

“…The better convergence and effectiveness of the proposed method over conventional schemes are also demonstrated.…”
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