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Comparing Performances of Markov Blanket and Tree Augmented Naïve-Bayes on the Iris Dataset
Research Output | Dar Al-hikmah Library | IIUM Only

This research investigates the performances of the Markov Blanket (MB) and Tree Augmented Naïve-Bayes Network (TAN) of the Bayesian Network structure of the IRIS dataset. For evaluation purposes, the performances of the TAN, and MB classifiers were measured using statistical indices. Experimental results strongly suggested that the TAN is better t

Bioassay Guided Isolation of an Antidermatophytic Active Constituents from the Stembarks of Entada Spiralis Ridl
Research Output | Dar Al-hikmah Library | IIUM Only

Entada spiralis ridl (lenguminoceae) is a liana or woody climber that grows in the wild in Malaysia and is known locally as "Beluru" or "Sintok". The isolation and characterization of the chemical constituent from an active fraction of E. spiralis stem bark has been carried out. Our previous study revealed that methanol extract of E

Implied Adjusted Volatility Functions: Empirical Evidence from Australian Index Option Market
Research Output | Dar Al-hikmah Library | IIUM Only

With the implied volatility as a significant aspect particularly in option valuation, and given the fact that the pricing biases of Leland option pricing models and the implied volatility structure of the option are related, this study primarily aims to investigate the implied adjusted volatility functions using different Leland option pricing mode

Feature Ranking Through Weights Manipulations for Artificial Neural networks-Based Classifiers
Research Output | Dar Al-hikmah Library | IIUM Only

Artificial Neural Networks (ANNs) are often viewed as black box. This limits the comprehensive understanding on how it deals with input neuron/data, as well as how it reached a particular decision. Input significance analysis (ISA) refers to the process of understanding these input neurons/data. And since this work is on classification problem, hen

Tablet Technology Integration Framework for Slow Learner Learning
Research Output | Dar Al-hikmah Library | IIUM Only

Tablet technology is the latest mobile swipe-touch base technology that interest by many groups of people. The technology uses the mechanism of multi-touch screen, which are fingers to interact with the application, gives the confidence of the student including the special needs student to feel more motivated to stay put in longer period and engage

Advances in Automatic Insect Classification
Research Output | Dar Al-hikmah Library | IIUM Only

Entomology has been deeply rooted in various cultures since prehistoric times for the purpose of agriculture. Nowadays, many scientists are interested in the field of biodiversity in order to maintain the diversity of species within our ecosystem. Out of 1.3 million known species on this earth, insects account for more than two thirds of these know

The Concept of Mudarabah Investment Deposit
Research Output | Dar Al-hikmah Library | IIUM Only

Islamic finance is emerging as a rapidly growing part of the financial sector in the Islamic world as it has become a global phenomenon. Moreover, both Islamic and western countries have been embraced it. The mudarabah contract refers to an agreement made between a capital provider and another party who acts as the entrepreneur. Therefore, this pap

Automatic Classification of Insects Using color-Based and shape-Based Descriptors
Research Output | Dar Al-hikmah Library | IIUM Only

Entomology has been deeply rooted in various cultures since prehistoric times for the purpose of agriculture. Nowadays, many scientists are interested in the field of biodiversity in order to maintain the diversity of species within our ecosystem. Out of 1.3 million known species on this earth, insects account for more than two thirds of these know

Vision Based Entomology – How to Effectively Exploit Color and Shape Features
Research Output | Dar Al-hikmah Library | IIUM Only

Entomology has been deeply rooted in various cultures since prehistoric times for the purpose of agriculture. Nowadays, many scientists are interested in the field of biodiversity in order to maintain the diversity of species within our ecosystem. Out of 1.3 million known species on this earth, insects account for more than two thirds of these know

Medical Emergency Response in Islamic Community: Collaboration with Network of Mosque Leveraging the Whole Concept of Government and Quadruple Helix Model in Malaysia
Research Output | Dar Al-hikmah Library | IIUM Only

A medical emergency is a situation where injury or illness that will discriminate grows an instant risk to a person's long-term health or even life. Eliminating the medical emergency has become the more critical issue in developed countries especially in rural areas and urban areas. The issues that are normally raised within the matter are on t

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KCDIOM

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KCDIOM

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