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Mathematical Problems in Engineering
ISSN 1024-123X · Hindawi Publishing Corporation · 5 artikel di indeks
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Artikel Jurnal Teks lengkap
Artificial Intelligence for Assessment and Feedback to Enhance Student Success in Higher Education
The core focus of this review is to show how immediate and valid feedback, qualitative assessment influence enhances students learning in a higher education environment. With the rising trend of online education especially in this COVID-19 pandemic, the role of assessment and feedback also changes…
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A Machine Learning-Based Big EEG Data Artifact Detection and Wavelet-Based Removal: An Empirical Approach
The electroencephalogram (EEG) signals are a big data which are frequently corrupted by motion artifacts. As human neural diseases, diagnosis and analysis need a robust neurological signal. Consequently, the EEG artifacts’ eradication is a vital step. In this research paper, the primary motion…
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Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil
The main objective of this study is to evaluate and compare the performance of different machine learning (ML) algorithms, namely, Artificial Neural Network (ANN), Extreme Learning Machine (ELM), and Boosting Trees (Boosted) algorithms, considering the influence of various training to testing…
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Effectiveness of Entropy Weight Method in Decision-Making
Entropy weight method (EWM) is a commonly used weighting method that measures value dispersion in decision-making. The greater the degree of dispersion, the greater the degree of differentiation, and more information can be derived. Meanwhile, higher weight should be given to the index, and vice…
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Artikel Jurnal Teks lengkap
Improved Artificial Potential Field Method Applied for AUV Path Planning
With the topics related to the intelligent AUV, control and navigation have become one of the key researching fields. This paper presents a concise and reliable path planning method for AUV based on the improved APF method. AUV can make the decision on obstacle avoidance in terms of the state of…