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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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A Comparative Study on Compression of Different Image File Formats
Published 1999“…Beside that, the quality of image that can be produced by LZW algorithm and RLE algorithm is almost the same.…”
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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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Steganography : concealing texts within an image using least significant BIT technique on BMP image format / Farabi Aizat Mohd Aminnuddin
Published 2019“…This research used Least Significant Bits (LSB) as the algorithm to embed the messages. …”
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Student Project -
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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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An intermediate significant bit (ISB) watermarking technique using neural networks
Published 2016“…Many researchers have used these approaches to evaluate their algorithms. …”
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On the Identification of FOSD-based Non-zero Onset Speech Dataset
Published 2020“…In such tools, often onset detection algorithms are utilized for labeling the audio file's speech start and end times. …”
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Conference or Workshop Item -
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Prototype development for embedding large amount of information using secure LSB and neural based steganography
Published 2009“…The need for new methods, techniques and algorithms to make enhancements regarding increasing the amount the hidden information, preserving the host file quality, preserving the size of the file, and keep it robust against steganalysis. …”
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Performance evaluation of compression techniques on scientific dataset / Lam Wai Leong
Published 2006“…This project proves that a generic compression algorithm fair better compare to a more format specific compression algorithm when use on a scientific datasets. …”
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Optimizing lossless compression by normalized data length in Huffman Algorithm
Published 2022“…These two indicators are used to calculate and analyse the file size reduction and the ability of the file to be reconstructed back to its original form without compromising its quality. …”
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An Adaptive Multi Amplitude Thresholds Embedding Algorithm for Audio Steganography
Published 2024“…The algorithm uses AES-256 to increase the level of robustness. …”
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Big Data Mining Using K-Means and DBSCAN Clustering Techniques
Published 2022“…The density-based spatial clustering of applications with noise (DBSCAN) and the K-means algorithm were used to develop clustering algorithms. …”
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The enhancement of mammographic images of breast cancer using median filtering (software development ) / Noor Saedah Selamat
Published 1996“…In this project, the development of median filtering algorithm were used to improve the quality of mammography images, hence this image can be used to determined and to detect any abnormalities in the image. …”
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An intermediate significant bit (ISB) watermarking technique using neural networks
Published 2016“…Many researchers have used these approaches to evaluate their algorithms. …”
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Resource scheduling algorithm with load balancing for cloud service provisioning
Published 2019“…Cloud computing uses scheduling and load balancing for virtualized file sharing in cloud infrastructure. …”
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Parallelization of speech compression based algorithm based on human auditory system on multicore system
Published 2012“…Matlab parallel computing toolbox was used in the implementation. Finally, the performance of the developed parallel algorithm was evaluated using Perceptual Evaluation of Speech Quality (PESQ) and parallel execution time. …”
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DCT domain Stegasvm-shifted LSB model for highly imperceptible and robust cover-image / Hanizan Shaker Hussain
Published 2014“…Beside the LSB technique, there is other technique that is also influential i.e support vector machine (SVM) normally used to strengthen the embedding algorithm. Whatever techniques used in the image steganography field,the main purpose is to keep the existence of the secret-message secret. …”
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