Improved chaotic fruit fly optimization with elman neural network based data-driven approach on product reviews classification by Mohammed Alghamdi, Najla I. Al-shathry, Yahia Said, Hasan Beyari, Shaymaa Sorour, Khalid Nazim Abdul Sattar, Fouad Shoie Alallah, Abdulrhman Alshareef

“…This article focuses on designing and developing Enhanced NLP with Data-driven Product Reviews Classification using the improved chaotic fruit fly optimization (ENLPPR-ICFFO) method. …”
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Analysis of Barriers to Rural Waste Management (Case Study: Central District of Urmia County) by Fatemeh Kazemiyeh, Asma Eidi, mehdi motalem

“…To evaluate its reliability, 30 questionnaires were completed and the Cronbach's alpha value was 0.91, which indicated the acceptable reliability of the questionnaire. Data analysis was performed using SPSS software and exploratory factor analysis technique.Results and discussion: The results of factor analysis showed that rural waste management barriers in six groups of educational-cultural barriers (variance dimension 18.13), health-environmental (variance dimension 18.06), knowledge (variance dimension 12.53), environmental (variance dimension 10.96), disposal management (variance dimension 10.24) and equipment (variance dimension 6.92) were classified as 76.84% of the total variance changes related to rural waste management barriers in the study area. …”
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Developing A Perception Scale For The Future of Nursing by Saadet Meriç, Sevim Ulupınar

“…Descriptive data analysis, Cronbach Alpha reliability analysis, explanatory factor analysis (EFA) and confirmatory factor analysis (CFA) were used in the analysis of the data. …”
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Explaining Trends and Factors Affecting Export Diversification in ASEAN and SAARC Regions: An Empirical Analysis by SHABANA NOUREEN, ZAFAR MAHMOOD

“…Export diversification pattern shows that since the mid-1980s the ASEAN countries have continuously witnessed export diversification and the SAARC countries embarked on export diversification journey since the early 1990s. Analysis of the determinants suggests that foreign direct investment, domestic investment, competitiveness, real depreciation of domestic currency, financial sector development and institutional strength are significantly and positively related to export product diversification in both regions. …”
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Explaining Trends and Factors Affecting Export Diversification in ASEAN and SAARC Regions: An Empirical Analysis by SHABANA NOUREEN, ZAFAR MAHMOOD

“…Export diversification pattern shows that since the mid-1980s the ASEAN countries have continuously witnessed export diversification and the SAARC countries embarked on export diversification journey since the early 1990s. Analysis of the determinants suggests that foreign direct investment, domestic investment, competitiveness, real depreciation of domestic currency, financial sector development and institutional strength are significantly and positively related to export product diversification in both regions. …”
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Clean Customer Master Data for Customer Analytics: A Neglected Element of Data Monetization by Jasmin Singh, Heiko Gebauer

“…This study underscores the importance of data quality by conducting an in-depth analysis of Medical Inc., a company that prepares pristine customer master data for advanced customer analytics. …”
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Comparative Analysis of Scientific Papers on LCA Applied to Nanoparticulated Building Materials by Marco Antonio Sánchez-Burgos, Begoña Blandón-González, Esperanza Conradi-Galnares, Paula Porras-Pereira, Pilar Mercader-Moyano

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An Analysis on Tendency Components on Strategic Approach in the Process of Urban Planning in Iran by Hosseini Mahnaz, Ghadami Mostafa

“…Besides the statistical models are used to analyze the data obtained from single-sample T (One T sample test) and linear regression analysis (Linear. …”
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Identification of spastic ataxia-related proteins via comparative proteomic analysis of the cerebellum of conditional Ankfy1 knockout mice by Rong Fu, Man Ding, Tong Yin, Linlin Zheng, Yue Liu, Hang Yu, Rumeng Zhou, Zuneng Lu

“…Western blotting and immunofluorescence verified the upregulation of ARHGDIB and the downregulation of PCP2 in the cerebellum. Our proteomic analysis of conditional Ankfy1 knockout mice may guide future research to help develop treatments for progressive spastic ataxia.…”
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Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health by Vladislav Kaverinsky, Dmytro Vakulenko, Liudmyla Vakulenko, Kyrylo Malakhov

“…The presented study explores the clustering of arterial oscillogram (AO) data among a sample of patients, focusing on ultra-low-frequency (ULF) indicators and their relationship with depression levels. …”
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Patterns and Analysis of Traffic Accidents in New York City between 2013 and 2023 by Vikram Mittal, Elliot Lim

“…The analysis shows that the COVID-19 pandemic significantly reduced accidents due to decreased motor vehicle traffic, with post-pandemic accident rates remaining at less than half of pre-pandemic levels. …”
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Annotated data for semantic role labeling of crisis events in Indonesian TweetsMendeley Data by Amelia Devi Putri Ariyanto, Diana Purwitasari, Bilqis Amaliah, Chastine Fatichah, Muhammad Ghifari Taqiuddin, Haikal

“…Social media platforms like Twitter provide essential real-time information about crisis events. Although the text data generated is rich, its vast volume and unstructured format make manual analysis challenging. …”
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A Cloud-Based Intelligence System for Asian Rust Risk Analysis in Soybean Crops by Ricardo Alexandre Neves, Paulo Estevão Cruvinel

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Experimental analysis of quality and conduct regression models in the mathod of operational forecasting power consumption by A. M. Kumaritov, A. E. Dzgoev, D. K. Gasieva, E. N. Nartikoeva, O. R. Babochiev

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Design and Developing of Health Information Behavior Questionnaire by Shahnaz Khademizadeh, Bahram Peymannia, Fatemeh Rafieinasab

“…The sample selection. was done using the available sampling method. Then, the data were analyzed using exploratory and confirmatory factor analysis. …”
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Exploring emotions and perspectives of families with autism spectrum disorder individuals on sports participation: a case study on Weibo using machine learning method by Shan He, Fengshi Jing, Hao Ren, Yanning Xiao, Xia Sebastiane Chen, Ruihong Tang, Yue Qiu, Junwei Zeng, Tianyu Gao, Junhao Huang

“…Objective This study investigates family sentiments and attitudes toward sports participation by ASD individuals, leveraging longitudinal data from Sina Weibo and machine learning–based sentiment analysis. …”
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FastQTLmapping: an ultra-fast and memory efficient package for mQTL-like analysis by Xingjian Gao, Jiarui Li, Xinxuan Liu, Qianqian Peng, Han Jing, Sibte Hadi, Andrew E. Teschendorff, Sijia Wang, Fan Liu

“…This challenge is especially pronounced in methylation quantitative trait loci (mQTL)-like analysis, which typically involves high-dimensional genetic and epigenetic data. …”
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Developing and validation of religious education curriculum in preschool by Zeinab Ashrafi Soltan-Ahmadi, Sadegh Maleki Avarsin, Javad Keyhan, jahangir yari

“…The data obtained from the interviews were analyzed using Nvivo version 8 software in the form of thematic analysis-based, inductively on the "theme network" technique, and during the stages of coding (open, central and selected), and the proposed model of religious education for preschool children was compiled and its assumptions were used to prepare a survey questionnaire in the quantitative stage and evaluate its validity. …”
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Developing teachers’ competency for inclusive education in Ethiopia by Aschalew T. Kebede, Tlakale N. Phasha

“…Quantitative data were analysed using SPSS, and qualitative data underwent thematic analysis. …”
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The Evaluation and Its Key Influencing Factors Analysis of “Double First-Class” Universities’ Teaching Efficiency in China Based on SBM-DEA and Its Visual Decision Analysis System... by Hongwei Li, Sha Pang, Zhaoying Zuo, Min Tao

“…Finally, based on the above theoretical research, the evaluation and decision analysis software for teaching efficiency in “Double First-Class” universities in China had been developed by Visual Basic 2015 and MATLAB 2015 with Access database to store the data. …”
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