Transformative Procurement Trends: Integrating Industry 4.0 Technologies for Enhanced Procurement Processes by Areej Althabatah, Mohammed Yaqot, Brenno Menezes, Laoucine Kerbache

“…<i>Background</i>: the advent of Industry 4.0 (I4.0) innovations has revolutionized supply chain management through technologies like the Internet of Things (IoT) and Artificial Intelligence (AI) integrated into procurement processes. <i>Methods</i>: this study addresses a critical knowledge gap by conducting a comprehensive review of <i>111</i> papers sourced from the Scopus database. …”
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Overcoming the challenges of data integration in ecosystem studies with machine learning workflows: an example from the Santos project by Gustavo Fonseca, Danilo Candido Vieira

“…These challenges encompass defining a conceptual model outlining cause-and-effect relationships, addressing dissimilarities in data source quantity and information content, grappling with missing or noisy data, fine-tuning model optimization, achieving accurate predictions, and tackling the issue of imbalanced observations across factors. …”
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Overcoming the challenges of data integration in ecosystem studies with machine learning workflows: an example from the Santos project by Gustavo Fonseca, Danilo Candido Vieira

“…These challenges encompass defining a conceptual model outlining cause-and-effect relationships, addressing dissimilarities in data source quantity and information content, grappling with missing or noisy data, fine-tuning model optimization, achieving accurate predictions, and tackling the issue of imbalanced observations across factors. …”
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Fault Diagnosis for Rolling Bearings Under Complex Working Conditions Based on Domain-Conditioned Adaptation by Xu Zhang, Gaoquan Gu

“…The method then aligns source and target domain features by minimizing inter-domain feature distribution discrepancies, explicitly mitigating the distribution variations induced by changes in working conditions. …”
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A review on computational tools for antidiabetic herbs research by Sanket Jadhav, Gargi Vaidya, Amisha Vora

“…As the global burden of diabetes continues to rise, there is increasing interest in identifying novel therapeutic agents from herbal sources to treat diabetes. By combining the principles of network pharmacology with computational methods such as molecular docking, molecular dynamics, and omics technologies, along with advancements in generative artificial intelligence and machine learning, researchers can effectively identify molecular targets, explore herb‒compound‒target networks, and investigate the synergistic effects and polypharmacology of the herbs. …”
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Generation of Uncorrelated Multichannel Chaos by Electrical Heterodyning for Multiple-Input–Multiple-Output Chaos Radar Application by Chih-Hao Cheng, Yi-Cheng Chen, Fan-Yi Lin

“…Moreover, compared with those conventional waveform-designing methods that require complicated optimization and digital-to-analog conversion (DAC), the proposed heterodyned technique shows, for the first time, that multiple uncorrelated channels can be generated in real-time while breaking the bandwidth limitation of the DAC devices. …”
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Valorisation of Rice Husk and Bubble Wrap Plastic Waste through Co-Torrefaction to Optimise Biochar Production by Aloysius Gonzaga Holy Prajitna, Mochammad Chaerul

“…This quantity makes rice husk a potential biomass for conversion into energy to minimize the negative impacts of current processing methods, such as open-burning and mulching. Torrefaction was conducted at 300°C for 30 minutes in this study to enhance the characteristics of biomass fuel by producing biochar with improved combustion properties. …”
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International legal standards for documentation and investigation of war crimes by Mykhailo Loshytskyi, Oleksandr Yunin, Dmytro Kyslenko, Bohdana Tychna, Oleksandr Dotsenko

“…The study employed the following methods: structural analysis, topological detailing, perfection analysis, structural optimization, comparative analysis, parametric analysis, conceptual modelling. …”
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Multicancer Early Detection Tests: A State‐of‐the‐Art Review for Otolaryngologists by Elena Kennedy, Greg Durm, Janice L. Farlow

“…Review Methods Using PRISMA methodology, primary literature regarding MCED tests was queried from April 26 to May 12, 2024 using MCED search terms. …”
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IoT System with ESP32 for Smart Drip Irrigation and Climate Monitoring in Greenhouses by Joseph J. Correa-Quiroz, Max A. Toribio-Barrueto, Cristian Castro-Vargas

“…Field tests showed a 35% reduction in water consumption compared to traditional methods, improving crop environmental conditions and reducing operating costs. …”
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REVISITING THE ORGANIZATION OF A CLINICAL (MEDICAL) PSYCHOLOGIST WORK AT THE FIRST STAGE OF MEDICAL REHABILITATION IN THE CONDITIONS OF THE INTENSIVE CARE UNIT (ICU) BY THE EXAMPLE... by Алена Валентиновна Слекишина, Марина Григорьевна Жестикова, Светлана Станиславовна Зиборова

“…Finding the way to maintain a qualitative analysis of higher mental functions while reducing working hours adequately. Materials and methods. Theoretical analysis of sources and literature, Russian Ministry of Health Decree of 31 July 2020 № 788N on approval of the procedure of organizing of medical rehabilitation for adults. …”
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Tactics of Primary Emergency Radiation Diagnosis of Politrauma by Yu. G. Shapkin, P. A. Seliverstov, N. Yu. Stekolnikov

“…The review considers the problem of choosing the optimal tactical approach to primary emergency radiation diagnosis of injuries during polytrauma based on data on indications for use, advantages and disadvantages of modern methods and protocols of radiation imaging. …”
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“Transcranial direct current stimulation for chronic foot pain: A comprehensive review” by Roberto Tedeschi

“…Transcranial direct current stimulation (tDCS) has emerged as a noninvasive brain stimulation technique with potential for alleviating chronic pain syndromes. Methods: A review was conducted following the JBI methodology and adhering to PRISMA guidelines. …”
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Artificial intelligence in colorectal cancer: a review by G. Singh

“…The study objective: the study objective is to examine the use of artificial intelligence (AI) in the diagnosis, treatment, and prognosis of Colorectal Cancer (CRC) and discuss the future potential of AI in CRC. Material and Methods. The Web of Science, Scopus, PubMed, Medline, and eLIBRARY databases were used to search for the publications. …”
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A systematic review of reinforcement learning-based control for microgrids: trends, challenges, and emerging algorithms by A. V. Waghmare, V. P. Singh, T. Varshney, P. Sanjeevikumar

“…Abstract Microgrids are being considered to be very crucial in enhancing the involvement of renewable energy sources (RESs) in electrical grids and also improving their overall sustainability and resilience. …”
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An Information Quality Framework for Managed Health Care by Crossette-Thambiah G, Berleant D, AbuHalimeh A

“…However, managed care organizations face significant challenges in ensuring information quality due to the complexity of data sources, regulatory requirements, and the need for effective data management practices. …”
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Classification of Complex Power Quality Disturbances Based on Lissajous Trajectory and Lightweight DenseNet by Xi Zhang, Jianyong Zheng, Fei Mei, Huiyu Miao

“…Finally, the LT image is input into the fusion model for training, and PQD classification is achieved using the optimally trained model. The experimental results demonstrate that, compared with current mainstream PQD classification methods, the proposed algorithm not only achieves superior disturbance classification accuracy and noise robustness but also significantly improves response speed in PQD classification tasks through its concise visualization conversion process and lightweight model design.…”
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Smart orthopedic implants: the future of personalized joint replacement and monitoring by Eskandar Kirolos

“…Sources were retrieved from PubMed, Scopus, Web of Science, and Google Scholar. …”

The role of venture capital funds in dissemination and development of innovation in Canada by Marat Ressin

“…Correlation analysis methods were applied to identify dependencies between venture and innovation indicators. …”
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Multimodal fusion with relational learning for molecular property prediction by Zhengyang Zhou, Yunrui Li, Pengyu Hong, Hao Xu

“…However, existing studies explore only a narrow range of modalities, and the optimal integration stages for multimodal fusion remain largely unexplored. …”
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