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6441
A Review of Genetic Algorithm: Operations and Applications
Published 2024“…Methodology-wise, a systematic analysis of existing literature is undertaken to distil key insights and trends in GA applications. The main findings show the adaptability of GA in tackling problems spanning engineering, economics, bioinformatics, and beyond. …”
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6442
Corrugation and Squat Classification and Detection with VGG16 and YOLOv5 Neural Network Models
Published 2024“…Future studies can expand on these findings by exploring the extension of the proposed techniques to address other types of rail defects. …”
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6443
Fabrication Of Silica Water Filter From Rice Husk Waste Product Via Slip Casting Method
Published 2024“…Various characterization such as X-ray diffraction (XRD), scanning electron microscope (SEM), energy dispersive X-ray (EDX) and water absorption analysis were carried out. The findings suggest that the slip casting technique is viable for manufacturing silica water filters, as evidenced by the energy dispersive X-ray (EDX) analysis. …”
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6444
Screening of lactic acid fermentation by Rhizopus oryzae on banana peel using two-level factorial analysis
Published 2022“…Based on the Two-level factorial (2LF) analysis, the highest lactic acid production of 0.0813 g/L was detected at 80 % moisture content, pH 4.5, the temperature of 27 °C and inoculum size of 1x104 spores/g. The findings show that most of the conditions have a significant difference between each other (p<0.05). …”
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6445
Land fragmentation and rural sustainability in bade local government area, Yobe State, Nigeria.
Published 2022“…Hence, these analysis factors are considered the key causes of land fragmentation in the study area. PLS-SEM findings highlighted a significant alignment between land fragmentation, causes, and rural sustainability, all of which formed the basis for developing the conceptual framework for mitigating land fragmentation challenges. …”
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6446
A scheme of pairwise feature combinations to improve sentiment classification using book review dataset
Published 2022“…In the experimental findings, Artificial Neural Networks (ANN) and Logistic Regression (LR) classifiers showed that the proposed scheme improved the performance compared to the single method vectorization method. …”
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6447
Application of soft skills among prospective TVET teachers to face the industrial revolution 4.0
Published 2022“…A set of questionnaires containing 62 items including demographics of respondents using 5 Likert scales was constructed using the Google Form application and distributed to a total of 175 respondents. The findings of the study were analyzed using Statistical Package for Social Sciences (SPSS) Version 20 software to identify the mean, standard deviation, and Pearson’s correlation coefficient. …”
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6448
Role of micro- and nano-cobalt ferrite as an additive in enhancing the viscous behaviour of magnetorheological grease
Published 2024“…Meanwhile, at on-state conditions, M1 and N1 exhibited enhanced performances of yield and shear stress as compared to pure MRG, O attributed to the improved magnetic attraction among particles in the grease medium. These findings are beneficial for MRG to be employed in MR devices for various purposes.…”
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6449
Exploring the role of local champion in community-based rural homestay in Malaysia: a case of homestay Sungai Haji Dorani.
Published 2022“…A mixed-method design is adopted in this research which is involved a questionnaire distributed to the homestay operators and the interview session with the local champion of Homestay Sungai Haji Dorani. The finding was revealed that fairness becomes a dominant competency of the local champion. …”
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6450
Ionic liquid based ultrasonic assisted extraction of flavonoids from Artemisia vulgaris and in vitro evaluation of anticancer activity
Published 2024“…This study was focused on an effective technique of flavonoids extraction from Artemesia vulgaris using ionic liquids (ILs) as green solvents. The findings showed that the hydrophilic IL, [Bmim][Br] coupled with ultrasonic-assisted extraction (UAE) was able to extract flavonoids better than hydrophobic IL, [Bmim][PF6]. …”
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6451
Understanding the motives and intention of blood donation during the pandemic.
Published 2024“…Still, several factors such as work commitment, location, and fear of being infected by COVID-19, hold them from doing so. CONCLUSIONS: These findings will serve as insights for future blood donation disruption remediation, especially during unexpected situations, as well as the success of the Malaysian blood campaign.…”
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6452
Teachers' and students' beliefs about translanguaging in higher education: a systematic review
Published 2024“…Based on inclusion and exclusion criteria, 28 articles were selected for ultimate thematic analysis. Findings: The analysis revealed that teachers’ and students’ beliefs regarding translanguaging were significantly shaped by their pre-existing values and knowledge, institutions’ policies, as well as the nature of courses or curricula. …”
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6453
Relationship between third molar impaction and extraction, and awareness about the associated potential risks
Published 2024“…Conclusion: This study highlighted the high prevalence of third molar impaction in young adults and the importance of its early detection and intervention. The findings underscored the significance of age and awareness in predicting and managing complications associated with impacted third molars.…”
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6454
Review of modeling schemes and machine learning algorithms for fluid rheological behavior analysis
Published 2024“…Covering flow curve identification, yield stress characterization, and viscosity prediction, it compares machine learning techniques in these areas. The study finds common objectives across fluid models: flow curve correlation, rheological behavior dependency on variables, soft sensor applications, and spatial-temporal analysis. …”
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6455
Hydroxyapatite-based materials for adsorption, and adsorptive membrane process for heavy metal removal from wastewater: recent progress, bottleneck and opportunities
Published 2024“…Methods: The efficient hydroxyapatite (HAp) and its composites have been utilized as adsorbents and membrane materials for the efficient elimination of heavy metals from wastewater, capitalizing on their low cost, eco-friendliness, thermal stability, and efficiency. Significant findings: The review commences with a brief highlight and comparison of methods of heavy metal removal. …”
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6456
Documenting the knowledge of pro-environmental travel behaviour research: a visual analysis using CiteSpace
Published 2024“…Using the knowledge mapping based on CiteSpace it presents the current research status, which contains the analysis of collaboration network, co-citation network, and emerging trends. Findings: The results revealed that the PETB is an emerging topic, which has an increased number of publications in recent years. …”
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6457
Exploring contributing factors to PISA 2022 mathematics achievement: Insights from Indonesian teachers
Published 2024“…These recommendations include conducting more training, improving ICT facilities in schools, and strengthening parental knowledge about the importance of parental support. The findings of this study offer various recommendations that could be implemented by the government, schools, and mathematics teachers to improve student mathematical achievement and potentially increase PISA scores in 2025.…”
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6458
Automotive design sketching in teams: a systematic review
Published 2024“…Among the 902 non-duplicated articles initially screened, 17 studies from the past decade (2013-2023) underwent a thorough review and were integrated into the analysis. The findings emphasize the importance of team sketching, highlighting collaboration, communication, and creativity as essential values for enhancing shared understanding and design outcomes within teams. …”
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6459
Thin film nanocomposite forward osmosis membrane with exfoliated layered double hydroxide nanosheets embedded support for fouling-resistant microalgae dewatering
Published 2024“…Dewatering of Chlorella vulgaris by FO in active layer facing feed solution (AL-FS) and active layer facing draw solution (AL-DS) was evaluated with 2 M NaCl as draw solution. The findings revealed the 0.5 % LDH embedded within PES support, the water flux improved by 111.43 % contrasted with neat membrane. …”
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6460
Modeling contaminant transport in riverbank filtration systems: A three-dimensional analysis with Green's function approach
Published 2024“…Validation against MODFLOW software demonstrates a remarkable agreement, with outcomes aligning at 98–99%. Key findings underscore the exacerbation of pollutant concentrations with heightened clogging, increased river width, and optimal well placement. …”
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