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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Using the J48 tree algorithm implemented through WEKA API on a Java Servlet, data provided is processed to derive a health index of the plant, with the possible outcomes set to “Good,” “Okay”, or “Bad”. …”
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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…The method was implemented using Java and the results of the simulation were evaluated using five standard performance metrics: accuracy, AUC, precision, recall, and f-Measure. …”
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Thesis -
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Embedded system for indoor guidance parking with Dijkstra’s algorithm and ant colony optimization
Published 2019“…This study proposes a car parking management system which applies Dijkstra’s algorithm, Ant Colony Optimization (ACO) and Binary Search Tree (BST) in structuring a guidance system for indoor parking. …”
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4
Segmentation of Malay syllables in connected digit speech using statistical approach
Published 2008“…Segmentation was done in time domain signal using statistical approaches namely the Brandt’s Generalized Likelihood Ratio (GLR) algorithm and Divergence algorithm. …”
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Neural Network Based Pattern Recognition in Visual Inspection System for Intergrated Circuit Mark Inspection
Published 1998“…The main intend of the system was to verify if the marking can be read by humans. Algorithms that the current process uses however, was not capable in handling mark variations that was introduced by the marking process. …”
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A feasibility study of using an Electronic Nose as a fruit ripeness measuring instrument
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An Intelligent Detection System for Rheumatoid Arthritis (RA) Disease using Image Processing
Published 2014“…For this project standardized staining pattern classifier to be designed by using image processing techniques. …”
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Final Year Project -
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USING LATENT SEMANTIC INDEXING FOR DOCUMENT CLUSTERING
Published 2010“…In this work, the LSI method is used to produce the patterns of terms, so that documents can be mapped into concept space. …”
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9
MELODY TRAINING WITH SEGMENT-BASED TILT CONTOUR FOR QURANIC TARANNUM
Published 2021“…The samples are pre-processed into segmented tarannum verse-contours using pitch sequences. Using the k-Nearest Neighbor (kNN) classifier, the melody patterns are trained on 20 samples. …”
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Recent applications in quantitative methods and information technology
Published 2018“…The analyses in each chapter are explained in detail with samples of real applications in daily life to assist readers to appreciate theoretical, algorithm and mathematical formulations.Prior to reading this book, readers are advised to have some basic foundation in statistical sampling, tabu search approach, neural network, algorithms, and mathematical formulation. …”
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A Dynamical Behavior Measurement Algorithm for Smart Meter Data: An Analytical Study
Published 2023Conference Paper -
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Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…However, since a regular layered neural network was used, the recognition and movement functions were limited to the case where the whole pattern is in the visual field. …”
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15
Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…However, since a regular layered neural network was used, the recognition and movement functions were limited to the case where the whole pattern is in the visual field. …”
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Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…However, since a regular layered neural network was used, the recognition and movement functions were limited to the case where the whole pattern is in the visual field. …”
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Undergraduates Project Papers -
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Efficient hardware design for palm-dorsa vein image enhancement
Published 2018“…Vein biometric system uses the pattern of veins in the human body as a unique identification. …”
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Securing quick response (QR) code using steganography / Muhammad Danial Mohd Alwi
Published 2021“…I have enhancing the QR-code steganography method by using LSB technique in RGB images and QR-code data input image pattern. …”
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Student Project -
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Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm
Published 2015“…These classification algorithms are trained using the features extracted from the patient data in order for them to learn the relationship between the features and the end-result (FLD present or absent). …”
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