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LASSO-type estimations for threshold autoregressive and heteroscedastic time series models.
Published 2020“…We develop an active-set based block coordinate descent algorithm (BCD) to optimize exactly the group LASSO. …”
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UMK Etheses -
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SMALL-SCALE PRIMARY SCHOOL TIMETABLING PROBLEM
Published 2019“…Period allocation is the second phase of this algorithm. Odd session groups will be allocated at the first slot of the day and first slot after recess then followed by even session group in random sequence. …”
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Final Year Project Report / IMRAD -
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Hybrid DE-PEM algorithm for identification of UAV helicopter
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Article -
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Conceptual framework for lightweight ciphertext policy-attribute based encryption scheme for internet of things devices / Norhidayah Muhammad and Jasni Mohamad Zain
Published 2019“…This algorithm is very practical to implement for individuals or for small group communication but unpractical when implemented in a big company where many users can become a bottleneck. …”
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Article -
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Clonal selection algorithm for the cryptanalysis of a simple substitution cipher
Published 2006“…The development of Clonal Selection Algorithm (CSA) is inspired by elements from clonal selection theories. …”
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Conference or Workshop Item -
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Evaluation of FCV and FCM clustering algorithms in cluster-based compound selection
Published 2011“…Clustering method that groups similar compounds into families, can be used to analyze such redundancy. …”
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Article -
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Mobile app of mood prediction based on menstrual cycle using machine learning algorithm / Nur Hazirah Amir
Published 2019“…With this project creates a mobile app that analyse the mood pattern which also correspond with menstrual cycle to be able to predict mood. The development model used for this project is Agile model development cycle. …”
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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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Customer purchase prediction and product recommendations
Published 2024“…Thus, the FP-Growth algorithm is applied for each customer groups to perform Market Basket Analysis to discover frequent itemsets and provide product recommendations to each customer groups. …”
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Final Year Project / Dissertation / Thesis -
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Synthetic Analysis Of Fluid Flow Through Particle Image Velocimetry (PIV)
Published 2016“…The basic premise of how PIV works is by injecting small particles the fluid that is going to be tested and the position of a small group of said particles is recorded over two short interval time to extract the velocity of the fluid. …”
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Final Year Project -
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Scene illumination classification based on histogram quartering of CIE-Y component
Published 2014“…In scene illumination estimation dealing with large range of illumination and small variation of it is critical. Those algorithms which performed estimation carrying out lots of calculation that leads in expensive methods in terms of computing resources. …”
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Thesis -
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Aco-based feature selection algorithm for classification
Published 2022“…The modified graph clustering ant colony optimisation (MGCACO) algorithm is an effective FS method that was developed based on grouping the highly correlated features. …”
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Thesis -
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A New Cell Formation Method Considering Operation Sequences And Production Volumes
Published 2013“…The graph theory was employed to develop the algorithm. It consists of four stages that the first one shows the sequences of machines that are used by each part in a graph. …”
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Thesis -
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Comprehensive review of drones collision avoidance schemes: challenges and open issues
Published 2024“…We explore collision avoidance methods for UAVs from various perspectives, categorizing them into four main groups: obstacle detection and avoidance, collision avoidance algorithms, drone swarm, and path optimization. …”
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Article -
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SnapShare: AI Trained Mobile App to Share Snaps Automatically
Published 2020“…There are fewer applications available (i.e., 23Snaps, Cluster, Path, letmesee) to share photos with small circle of friends. Unfortunately, these developed apps require user’s interaction to identify individuals in the photo. …”
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Application of fuzzy clustering analysis to compound datasets for drug lead identification
Published 2012“…One of most used compound selection method is clusterbased compound selection, which involves subdividing a set of compounds into clusters and choosing one compound or a small number of compounds from each cluster. In this cluster-based compound selection, non-overlapping methods such as Ward's, Group Average, Jarvis Patrick's and K-means are preferred methods to cluster the diverse set of compounds. …”
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Proceeding -
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Functional Connectivity Assessment on Aging Brain using Functional Near Infrared Spectroscopy (fNIRS)
Published 2017“…They performed three categories of semantic verbal fluency test while neuronal activity in prefrontal cortex (PFC) measured using fNIRS. A new software algorithm has been developed to derive functional connectivity parameters. …”
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Final Year Project