Communication as a Panacea for Resolving Crises in Energy Industry: The Case of Ikeja Electricity Distribution Company by Olawale Olaniyi Emmanuel Ajibola, Rasaki Idowu Adeniji, Abolade David Omiyale

“… Communication is the process by which people exchange information through a common set of symbols. …”
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Linkages between service recovery system and customer justice perceptions: A multi-level model of employee service recovery performance [version 2; peer review: 2 approved] by Yogesh Pai P, Lakshminarayanan Sethumadhavan, Abhishek S Rao

“…Past research aimed at service recovery has focused on actions that are taken to retain customers, and the possibility of overcoming the mistakes of service delivery, though the multidimensional nature of the service recovery process has begun to move beyond the complaint handling process. …”
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Simulation Analysis and Research on the Separation and Screening of Adherent Foreign Substances in Raisins Based on Discrete Elements by Rui Zhang, Meng Ning, Hongrui Ma, Ziheng Zhan

“…The separation and removal processes of adhesive foreign objects were analyzed and optimized through simulation, followed by device fabrication and performance testing. …”
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Hybrid attentive prototypical network for few-shot action recognition by Zanxi Ruan, Yingmei Wei, Yanming Guo, Yuxiang Xie

“…Abstract Most previous few-shot action recognition works tend to process video temporal and spatial features separately, resulting in insufficient extraction of comprehensive features. …”
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State Identification of Charging Module Based on SN‐EMD‐SSEE and DBO‐HKELM by Bingyu Li, Xianhai Pang, Xuhao Du, Ziwen Cai

“…In basic work, 10 measurable variables and 23 fault states are determined by simulating open‐circuit faults at MOSFETs and diodes. In data pre‐processing, SN‐EMD‐SSEE is developed to extract state characteristics values for high adaptability to full working condition and high significance for easy identification. …”
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Advanced Deep Learning Approach for Smart Home Appliance Identification Using Recurrent Neural Networks with LSTM by Sana Abdelaziz Bkheet, Johnson I. Agbinya, Gamal Saad Mohamed Khamis

“…Using a dataset from Kaggle, the research outlines the processes of data collection, loading, normalization, and model development. …”
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Chronic inflammatory demyelinating polyneurophaty: assessment of the cognitive function and quality of life by Larissa Kozow, Camila Pupe, Osvaldo J. M. Nascimento

“…However, the cognitive issue is still little addressed. Objectives To assess the QoL and cognitive impairment of patients with CIDP and to analyze whether there is a correlation between these parameters. …”
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Design and Parameter Optimization of a Reciprocating In-Soil Cutting Device in a Green Leafy Vegetable Orderly Harvester by Yue Jin, Jinwu Wang, Zhiyu Song, Renlong Zhang

“…It can effectively solve the existing double-blade cutting device’s in-soil operation issue, where clods of soil and stones adhere to the upper and lower cutting blades, resulting in problems such as excessive wear and blade fracture. …”
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Microbial bioindicators associated with cadmium uptake in sixteen genotypes of Theobroma cacao by Jennifer E. Schmidt, Caleb A. Lewis, Alana J. Firl, Pathmanathan Umaharan

“…Recent regulatory limits on concentrations of cadmium (Cd), an element of concern for human health, have made Cd reduction a key issue in the global chocolate industry. Research into Cd minimization has investigated soil management, cacao genetic variation, and postharvest processing, but has overlooked the cacao-associated microbiome despite promising evidence in other crops that root-associated microorganisms could help reduce Cd uptake.A novel approach combining both amplicon and metagenomic sequencing identified microbial bioindicators associated with leaf and stem Cd accumulation in sixteen field-grown genotypes of Theobroma cacao. …”
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Trends in digitalization of financial and economic activities of companies in Ukraine by A.Yu., M.Р., S.М., I.V., O.А.

“…The article examines the issue of the digital transformation of Ukrainian businesses. …”
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Ensemble Machine Learning Model for Classification of Spam Product Reviews by Muhammad Fayaz, Atif Khan, Javid Ur Rahman, Abdullah Alharbi, M. Irfan Uddin, Bader Alouffi

“…Detecting spam product reviews is a challenging issue in NLP (natural language processing). Numerous machine learning approaches have attempted to detect and classify the product reviews as spam or nonspam. …”
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Advanced AI-driven detection of cinnamon powder adulteration using near-infrared spectroscopy and deep learning image recognition technique by Hao-Hsiang Ku, Ya-Chuan Liao, Ching-Ho Chi

“…Due to the complexity of its origin, production, and processing, particularly for Cinnamomum verum, it commands a relatively high market price. …”
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ISEE: Industrial Internet of Things perception in solar cell detection based on edge computing by Meiya Dong, Jumin Zhao, Deng-ao Li, Biaokai Zhu, Sihai An, Zhaobin Liu

“…Then it uses the powerful neural network processing unit module of the edge computing unit, combined with the convolutional neural network algorithm transplanted to the edge, to detect the defects of solar panels in real time. …”
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ML Based Social Media Data Emotion Analyzer and Sentiment Classifier with Enriched Preprocessor by Jayamalini Kothandan, Ponnavaikko Murugesan

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GANs for data augmentation with stacked CNN models and XAI for interpretable maize yield prediction by Ishaan Seshukumar Pothapragada, Sujatha R

“…The methodology integrates frontier methods to improve both accuracy and explainability through a structured five-stage process. For augmenting data to address the issue of data-scarcity, generative adversarial networks (GANs) with a 200-dimension latent space were used to synthetically generate 20,000 samples, which greatly boosted the dataset. …”
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"We're here to help them if they want to come": A qualitative exploration of hospital staff perceptions and experiences with outpatient non-attendance. by Shayma Mohammed Selim, Steven M McPhail, Hannah E Carter, Christina Malatzky, Sanjeewa Kularatna, Sundresan Naicker

“…<h4>Methods</h4>A focus group discussion and semi-structured interviews were conducted between June 2023 to January 2024 with 27 physiotherapy department clinic outpatient staff involved in operationalising clinic referral processing, appointment scheduling, or providing care to patients. …”
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What is the Role of Testosterone Therapy in Postmenopausal Women? A SWOT Analysis by Fatih Aktoz, Ali Can Gunes, Cemal Tamer Erel

“…It influences cognitive functions such as memory, processing speed, and executive function through androgen receptor-regulated regions of the brain. …”
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Neurobiology of hedonic tone: the relationship between treatment-resistant depression, attention-deficit hyperactivity disorder, and substance abuse by Sternat T, Katzman M

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Risk factors and prevention of falls in children under 3 years: a systematic review by Tetiana Yermakova

“…Falls in children under the age of three represent a serious issue that requires a comprehensive approach to prevention. …”
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Simulation Research on Highway Driving Stability Early Warning System Under Crosswind Conditions by Baohua Guo, Weifan Gu, Ziyan Zhao, Xiaoyu Zhang, Anthony Sigama

“…Aiming to address the issue of highway traffic safety under crosswind conditions, this study utilizes the CarSim/TruckSim simulation platform to systematically analyze the effects of crosswind speed and direction on the driving stability of cars and trucks. …”
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