Search Results - (( data optimization based algorithm ) OR ( data application customization algorithm ))

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  1. 1

    Predicting Customer Buying Decisions for Online Shopping with Unbalanced Data Set by Yap, Chau Tean

    Published 2022
    “…Weka, a data mining tool, provides the facility to classify the data set with different machine learning algorithms. …”
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    Final Year Project / Dissertation / Thesis
  2. 2

    Mathematical models and optimization algorithms for low-carbon Location-Inventory-Routing Problem with uncertainty by Liu, Lihua

    Published 2024
    “…When compared to the Supply Chain Guru X (SCGX) software, the proposed algorithms offer higher practical applicability.…”
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    Thesis
  3. 3

    The application of queuing theory model using the DSW Algorithm and the L-R Method to optimize customer flow at Pizza Hut / Anis Natasha Mohamad Nizam, Nurfatihah Nadirah Noor Azla... by Mohamad Nizam, Anis Natasha, Noor Azlan, Nurfatihah Nadirah, Fazli, Nur Izzati Aliah

    Published 2022
    “…Results indicate that the computed performance measures of the fuzzy queuing model in the L-R Method are within the range of the performance measures of the fuzzy queuing model in the DSW Algorithm. Thus, the DSW Algorithm is the most effective way to minimize the waiting time at the service counter and optimize customer flow. …”
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    Student Project
  4. 4

    Ant system with heuristics for capacitated vehicle routing problem by Tan, Wen Fang

    Published 2013
    “…As a route improvement strategy, two heuristics which are the swap among routes procedure and 3-opt algorithm are also employed within the ASH algorithm. …”
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    Thesis
  5. 5

    Calculating customer experience management index for telecommunication service using genetic algorithm based weighted attributes by Khan, Nusratullah, Akram, M. Usman, Shah, Asadullah, Ahmed Khan, Shoab

    Published 2018
    “…This paper presents a genetic algorithm (GA) based technique for assigning weights to different attributes of a service based on survey data to find overall customer experience management index (CEMI). …”
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    Proceeding Paper
  6. 6

    Clustering Based on Customers’ Behaviour in Accepting Personal Loan using Unsupervised Machine Learning by Lim, Wai Ping, Goh, Ching Pang

    Published 2023
    “…This research contributes novel insights into the application of clustering algorithms in banking, proposing pragmatic solutions for efficient data analysis and campaign optimization. …”
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    Article
  7. 7

    Rainfall-runoff model based on ANN with LM, BR and PSO as learning algorithms by Mohd Romlay, Muhammad Rabani, Rashid, Muhammad Mahbubur, Toha @ Tohara, Siti Fauziah, Mohd Ibrahim, Azhar

    Published 2019
    “…In this paper, the ANN rainfall-runoff models are trained by the Levenberg Marquardt (LM), Bayesian Regularization (BR) and Particle Swarm Optimization (PSO). The performances of the learning algorithms are compared and evaluated based on a 12-hour prediction model. …”
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    Article
  8. 8

    Rainfall-rinoff model based on ANN with LM, BR and PSO as learning algorithms by Mohd Romlay, Muhammad Rabani, Rashid, Muhammad Mahbubur, Toha @ Tohara, Siti Fauziah, Mohd Ibrahim, Azhar

    Published 2019
    “…In this paper, the ANN rainfall-runoff models are trained by the Levenberg Marquardt (LM), Bayesian Regularization (BR) and Particle Swarm Optimization (PSO). The performances of the learning algorithms are compared and evaluated based on a 12-hour prediction model. …”
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    Article
  9. 9

    Stock indicator scanner customization tool using deep reinforcement learning by Cheong, Desmond YongHong

    Published 2022
    “…This project will deliver a web application with dynamic stock prediction model based on deep reinforcement learning or more particularly, Deep Q-Network (DQN) algorithm which enable input customization. …”
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    Final Year Project / Dissertation / Thesis
  10. 10

    An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman by Roslan, Saidatul Aisyah, Mohd Yatim, Siti Norhakimah, Sulaiman, Siti Sarah

    Published 2019
    “…Based on the data collected, the distance matrices and sequence matrices are build referred through the layout that provided by the local automotive warehouse. …”
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    Student Project
  11. 11

    EEG-based emotion recognition using machine learning algorithms by Lam, Yee Wei

    Published 2024
    “…Training will be conducted so the model can learn and capture patterns of data. Moreover, fine-tuning of model will be applied to get the optimal performance in machine learning model. …”
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    Final Year Project / Dissertation / Thesis
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  14. 14

    Defects identification on semiconductor wafer for yield improvement using machine learning / Pedram Tabatabaeemoshiri by Pedram , Tabatabaeemoshiri

    Published 2025
    “…This work presents a novel graph-based semi-supervised learning (GSSL) algorithm designed for wafer defect detection. …”
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    Thesis
  15. 15

    Hybrid PV and battery system sizing for commercial buildings in Malaysia a case study of FKE-2 building in UTeM by Hossain, Jahangir, Abdul Kadir, Aida Fazliana, Shareef, Hussain, Hossain, Md. Alamgir

    Published 2023
    “…To achieve this, a rule-based energy management system with peak-shaving is implemented using the particle swarm optimization algorithm. …”
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    Conference or Workshop Item
  16. 16

    Hybrid PV and battery system sizing for commercial buildings in Malaysia: A case study of FKE-2 building in UTeM by Hossain, Jahangir, Shareef, Hussain, Hossain, Md. Alamgir, Kalam, Akhtar, Abdul Kadir, Aida Fazliana

    Published 2024
    “…To achieve this, a rule-based energy management system with peak-shaving is implemented using the particle swarm optimization algorithm. …”
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    Article
  17. 17
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    Service based load balance mechanism using software-defined networks / Ahmed Abdelaziz Abdelltif Osman by Ahmed Abdelaziz, Abdelltif Osman

    Published 2017
    “…Besides, our proposed mechanism also outperforms round robin algorithm in both environments. SBLB shows 7% increases in request per second (RPS) in the homogeneous environments and 20% increases in request per second in the heterogeneous environment as compare to aRound-Robin algorithm.…”
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    Thesis
  19. 19

    Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad by Mahamad, Laina Sofia

    Published 2017
    “…Thirdly, to identify best traffic model based on fitted model in developing network traffic bandwidth control algorithms. …”
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    Thesis
  20. 20

    Predictive Mobility Management Using Optimized Delays And Security Enhancements In IEEE 802.11 Infrastructure Networks by Biju, Issac

    Published 2008
    “…Our contribution to mobility management is to propose a mobility prediction algorithm using location tracking and data mining, to propose a delay management approach that cuts down major delays, and to propose a two stage resource reservation scheme. …”
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    Thesis