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1
Study and Implementation of Data Mining in Urban Gardening
Published 2019“…The process begins through the monitoring of plants using sensors connected to the Arduino device. Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. …”
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Article -
2
Harmony Search algorithm-based gasoline consumption modeling for Indonesia
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Working Paper -
3
A decomposed streamflow non-gradientbased artificial intelligence forecasting algorithm with factoring in aleatoric and epistemic variables / Wei Yaxing
Published 2024“…The firefly algorithm remains a feasible alternative for shallow architectural network models, while metaheuristic algorithms such as the Particle swarm algorithm and Bat algorithm are better options for deeper architectural network models. …”
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Thesis -
4
Development of sorting system for oil palm in vitro shoots using machine vision approach
Published 2014“…Ultimately, the sorting algorithm performance came to be evaluated by support vector machine algorithm. …”
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5
Design Of Robot Motion Planning Algorithm For Wall Following Robot
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Monograph -
6
Human activity recognition via accelerometer and gyro sensors
Published 2023“…To implement the data engineering system proposed, two mobile applications, SensorData and SensorDataLogger with user-friendly interfaces and intuitive functionalities are developed using Java programming language and Android Studio. …”
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Final Year Project / Dissertation / Thesis -
7
Predicting Cheaters in PlayerUnknown’s Battlegrounds (PUBG) using Random Forest Algorithm
Published 2023“…The primary goal is to use the Random Forest algorithm, an effective machine learning technique, to predict instances of cheating based on the behavioural patterns of participants. …”
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Final Year Project Report / IMRAD -
8
A new descriptor for smile classification based on cascade classifier in unconstrained scenarios
Published 2021“…In the development of human–machine interfaces, facial expression analysis has attracted considerable attention, as it provides a natural and efficient way of communication. …”
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9
Pattern Recognition for Human Diseases Classification in Spectral Analysis
Published 2022“…This article discusses the fundamental assumptions, benefits, and limitations of some well-known pattern recognition algorithms including Principal Component Analysis (PCA), Kernel PCA, Successive Projection Algorithm (SPA), Genetic Algorithm (GA), Partial Least Square Regression (PLS-R), Linear Discriminant Analysis (LDA), K-Nearest Neighbors (KNN), Decision Tree (DT), Random Forest (RF), Support Vector Machine (SVM), Partial Least Square-Discriminant Analysis (PLS-DA) and Artificial Neural Network (ANN). …”
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10
Evaluation of postgraduate academic performance using artificial intelligence models
Published 2022“…The main purpose of this study was to predict the academic performance of students, their cumulative grade point average (CGPA) in particular, at postgraduate levels (e.g., master's degree), using and comparing different machine learning (ML) algorithms. This work uses a real dataset of 635 master's students collected from the college of graduate studies of a reputable private university in Malaysia. …”
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11
Evaluation of postgraduate academic performance using artificial intelligence models
Published 2022“…The main purpose of this study was to predict the academic performance of students, their cumulative grade point average (CGPA) in particular, at postgraduate levels (e.g., master's degree), using and comparing different machine learning (ML) algorithms. This work uses a real dataset of 635 master's students collected from the college of graduate studies of a reputable private university in Malaysia. …”
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12
Evaluation of postgraduate academic performance using artificial intelligence models
Published 2022“…The main purpose of this study was to predict the academic performance of students, their cumulative grade point average (CGPA) in particular, at postgraduate levels (e.g., master's degree), using and comparing different machine learning (ML) algorithms. This work uses a real dataset of 635 master's students collected from the college of graduate studies of a reputable private university in Malaysia. …”
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13
Development of ground truth data for automatic lumbar spine MRI image segmentation
Published 2019“…Artificial Intelligence through supervised machine learning remains an attractive and popular research area in medical image processing. …”
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Proceeding Paper -
14
Design & Development of a Robotic System Using LEGO Mindstorm
Published 2006“…Since the model is built using LEGO bricks, the model is fully customized, in term of its applications, to perform any relevant tasks. Ultimately, the algorithm development program designed earlier is linked up directly to the robotic model for program implementation and verification. …”
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Conference or Workshop Item -
15
Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition
Published 2004“…Neural networks are found to be attractive trainable machines for pattern recognition. …”
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Thesis -
16
Development of a motion planning and obstacle avoidance algorithm using adaptive neuro fuzzy inference system for mobile robot navigation
Published 2017“…Finally, the proposed ANFIS generated FLC successfully improves the optimality and reduces runtime rates of the proposed FLC planner. The present algorithm exhibits attractive features such as high optimality, high stability, low running cost and zero failure rates. …”
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17
Handover Management for Drones in Future Mobile Networks—a Survey
Published 2024journal::journal article
