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Development of a syncope classification algorithm from physiological signals acquired in tilt-table test
Published 2023“…Features that selected for the classification is mean of systolic and diastolic blood pressure, standard deviation of real variability of diastolic blood pressure, and the mean of systolic blood pressure in low and high frequency ratio. …”
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Final Year Project / Dissertation / Thesis -
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Design of nonlinear adaptive interaction algorithm controller for improvement of tracking performance of X-Y table ball screw drive system
Published 2023“…The contribution is Nonlinear Adaptive Interaction Algorithm (NAIA). The controller is developed based on the enhancement and modification of the basic Adaptive Interaction Algorithm Controller (AIA). …”
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Thesis -
3
Efficient tag grouping RFID anti-collision algorithm for internet of things applications based on improved k-means clustering
Published 2023“…Existing works do not provide readers prior tag estimates. Most algorithms assume a collision slot means two tag collision. …”
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Integrated geophysical, hydrogeochemical and artificial intelligence techniques for groundwater study in the Langat Basin, Malaysia / Mahmoud Khaki
Published 2014“…A novel investigation in modelling of groundwater level and quality using Artificial Neural Networks (ANNs) and Adaptive neuro fuzzy inference systems (ANFIS) methods was developed in the study area. Water table modelling based on ANNs and ANFIS technology were developed to simulate the water table fluctuations based on the relationship between the variations of rainfall, humidity, evaporation, minimum and maximum temperature and water table depth. …”
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Thesis -
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Evaluation of arima and ann stream analytics for air quality monitoring system
Published 2021“…The data stored in the query table act as input to the analytics algorithm, which runs in R-server as well. …”
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Thesis -
7
Keyword search for doa retrieval using N-gram / Anis Safuraa Ahmad Tajudin
Published 2015“…A relational database for the Malay words has been constructed in two table which is title of doa and verse and the prototype to retrieve the Doa in Arabic, its' meaning in Malay and the use of it has been developed. …”
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Thesis -
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Diamond price prediction using random forest algorithm / Nur Amirah Mohd Azmi
Published 2025“…Some of the broad steps of methodology involve data preprocessing, by means of which handling of missing values, outliers, and inconsistencies for quality were developed. …”
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Thesis -
9
k- Nearest Neighbor Algorithm For Improving Accuracy In Clutter Based Location Estimation Of Wireless Nodes
Published 2013“…In step 2 we construct three triangles at random by using the data gathered in step 1 and calculate mean value of predicted locations. Finally based on locations calculated in step 2 we apply the k-NN algorithm to minimize error in the estimated location. …”
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Estimation Of Solar Radiation By Artificial Networks: East Coast Malaysia
Published 2014“…In order to do solar radiation forecasting, quick propagation algorithms Artificial Neural Network (ANN) models were developed. …”
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Dynamic key scheduling algorithm for block ciphers using quasigroup string transformation
Published 2018“…This research proposed a Dynamic Key Scheduling Algorithm (KSA) using isotope of a quasigroup as the dynamic substitution table. …”
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Thesis -
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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User authentication using neural network in smart home
Published 2009“…Conventional password-based authentication methods store passwords as a password or verification table which is vulnerable. In this project, a neural network is trained to store the passwords and replace verification table. …”
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Final Year Project Report / IMRAD -
15
Exploring students' performance in mathematics in Portugal using data analytics techniques: a data science use-case
Published 2024“…The results, as shown in Table III, indicate that the Random Forest Regression model outperforms the Decision Tree model, achieving lower Mean Squared Error (9.6212), Root Mean Squared Error (3.0842), and Mean Absolute Error (2.4060). …”
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Book Chapter -
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Monitoring the coefficient of variation using a variable sample size EWMA chart
Published 2018“…Subsequently, an optimization algorithm to optimize the performance of the proposed chart is developed. …”
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Application of Neural Network in User Authentication for Smart Home System
Published 2009“…As a result, a password-based user authentication system for smart home by using neural network had been developed successfully.…”
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Termite mounds morphometry in predicting groundwater potentiality using geospatial technology
Published 2020“…The aim of this study therefore, is to develop a groundwater potential model in Geographical Information System (GIS) and evaluate the prospect of termite mounds in predicting suitable zones for groundwater development. …”
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Thesis -
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Ant colony optimization and genetic algorithm models for suspended sediment discharge estimation for gorgan-river, Iran
Published 2011“…In recent years, some black box models based on artificial neural networks have been developed to overcome this problem. Therefore, it is still necessary to develop the model for the discharge-sediment relationship. …”
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