Search Results - "Zakariya Y. Algamal"

Feature Selection Using Different Transfer Functions for Binary Bat Algorithm by Qasim, Omar Saber, Algamal, Zakariya Y.

“…The selection feature is an important and fundamental step in the preprocessing of many classification and machine learning problems. The feature selection…”
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A New Ridge-Type Estimator for the Gamma Regression Model by Lukman, Adewale F., Dawoud, Issam, Kibria, B. M. Golam, Algamal, Zakariya Y., Aladeitan, Benedicta

“…The known linear regression model (LRM) is used mostly for modelling the QSAR relationship between the response variable (biological activity) and one or more…”
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Liu regression after random forest for prediction and modeling in high dimension by Arashi, Mohammad, Lukman, Adewale F., Algamal, Zakariya Y.

“…In the modern era, using advanced technology, we have access to data with many features, and therefore, feature engineering has become a vital task in data…”
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The KL estimator for the inverse Gaussian regression model by Lukman, Adewale F., Algamal, Zakariya Y., Kibria, B. M. Golam, Ayinde, Kayode

“…Multicollinearity poses an undesirable effect on the efficiency of the maximum likelihood estimator (MLE) in both Gaussian and non‐Gaussian regression models…”
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Using Genetic Algorithm in Outlier Detection for Regression Model by Algamal, Zakariya Yahya, Thabet, Hamsa M

“…يعتبر تحليل الانحدار الخطي من أكثر الأساليب الإحصائية استخداما في تحليل البيانات في اغلب التطبيقات. في بعض الأحيان تحتوي البيانات قيد البحث على مجموعة من القيم…”
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Support Vector Machine Procedure as a Data Mining Multi-class Classifier by Zakariya Y. Algamal

“…Abstract Support vector machine initially developed to perform binary classification. This paper presents a multi-class support vector machine classifier and…”
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High Dimensional QSAR Study of Mild Steel Corrosion Inhibition in acidic medium by Furan Derivatives by Al-Fakih, Abdo M., Aziz, Madzlan, Abdallah, Hassan H., Algamal, Zakariya Y., Lee, Muhammad H., Maarof, Hasmerya

“…The inhibition of mild steel corrosion in 1 M HCl by 17 furan derivatives was investigated experimentally using potentiodynamic polarization measurements. The…”
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Re-sampling Techniques in Count Data Regression Models by Zakariya Y. Algamal

“…Modeling count variables is a common task in many application areas such as economics, social sciences, and medicine. The classical Poisson regression model…”
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Re-sampling in Linear Regression Model Using Jackknife and Bootstrap by Zakariya Y. Algamal, Khairy B. Rasheed

“…Statistical inference is based generally on some estimates that are functions of the data. Resampling methods offer strategies to estimate or approximate the…”
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