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Development of an adaptive business insolvency classifier prototype (AVICENA) using hybrid intelligent algorithms
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Conference or Workshop Item -
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An interactive analytics approach for sustainable and resilient case studies: a machine learning perspective
Published 2023“…To integrate machine learning and human interactions, this paper develops a new three-stage interactive algorithm in business analytics, called the interactive Nautilus-based algorithm, to address complex problems. …”
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Article -
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Forecast innovative development level in green supply chains using a comprehensive fuzzy algorithm
Published 2022“…Then, a new method for using fuzzy weights of the factors used in the Support Vector Machine algorithm is proposed. …”
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The framework of inventory prediction model using ABC analysis for inventory management / Umi Safierah Masdiki and Rozita Kadar
Published 2024“…Confusion Matrix is used in evaluating the model. The RapidMiner tool is used to develop the predictive model, while the dashboard is developed using the Power BI tool. …”
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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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Structural Equation Modeling Algorithm and Its Application in Business Analytics
Published 2017“…Novelty of this article is in modified steps of SEM application in modeling strategies, also in its developed practical comprehensive SEM application flowchart This article is a roadmap for business advisors and those scholars trying to compute SEM for their decision making, complex modeling and data analysis programming, …”
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Book Chapter -
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Recommender System for E-Business Website
Published 2013“…The scope of study for this project are the combination of theory of recommender system, e-business website function, analyzing preference of customers based on collaborative filtering algorithms and developing the recommender system for e-business website. …”
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Final Year Project -
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Bats echolocation-inspired algorithms for global optimisation problems
Published 2016“…The algorithm is a hybrid algorithm that operates using dual level search strategy that takes merits of a particle swarm optimisation algorithm and a modified adaptive bats sonar algorithm. …”
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Thesis -
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Automated time series forecasting
Published 2011“…Moving Average, Decomposition, Exponential Smoothing, Time Series Regressions and ARIMA) were used.The algorithm was developed in JAVA using up to date forecasting process such as data partition, several error measures and rolling process.Successfully, the results of the algorithm tally with the results of SPSS and Excel.This automatic forecasting will not just benefit forecaster but also end users who do not have in depth knowledge about forecasting techniques.…”
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Monograph -
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Analysis of Travellers’ Online Reviews in Social Networking Sites Using Fuzzy Logic Approach
Published 2019“…To develop the recommendation method, we use clustering and prediction machine learning techniques. …”
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An Information Retrieval Algorithm to Extract Influential Factors
Published 2012“…This indicates that the algorithm was able to produce a good model. The extraction algorithm developed showed that influencial factors produced could be used as guideline for companies to monitor and strategize ways for business improvement.…”
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Thesis -
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A Hybrid Adaptive Leadership GWO Optimization with Category Gradient Boosting on Decision Trees Algorithm for Credit Risk Control Classification
Published 2024“…With the rapid development of financial economy in our country, credit business has become the main business of banks and financial companies. …”
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Development of a multi-objective optimization model for transport and environment in a closed-loop automotive supply chain
Published 2014“…The Multiobjective GSA (MOGSA) algorithm is adopted and then programmed using MATLAB software particularly to the MOACLSC. …”
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Forecast of Muslimah fashion trends in Caca's company / Muhammad Saifullah Mohd Taip
Published 2023“…The development of the best practical strategy by a corporation depends on business intelligence. caca company that provides different types of Muslim clothes. …”
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Student Project -
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Using a priori algorithm for supporting e-commerce system
Published 2005“…This paper demonstrates the development of e-commerce system by focusing on the use of a Priori algorithm as supported feature in our e-commerce system. …”
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Conference or Workshop Item -
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An Analytical Algorithm for Delphi Method for Consensus Building and Organizational Productivity
Published 2017“…Novelty of this article is in modified steps of SEM application in modeling strategies, also in its developed practical comprehensive SEM application flowchart This article is a roadmap for business advisors and those scholars trying to compute SEM for their decision making, complex modeling and data analysis programming,…”
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Book Chapter -
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Estimation of the denitrification in the lower Mississippi Valley
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