Search Results - "Sahran, Shahnorbanun"

Restoring private autism dataset from sanitized database using an optimized key produced from enhanced combined PSO-GWO framework by Rahman, Md. Mokhlesur, Muniyandi, Ravie Chandren, Sahran, Shahnorbanun, Usman, Opeyemi Lateef, Moniruzzaman, Md

“…The timely identification of autism spectrum disorder (ASD) in children is imperative to prevent potential challenges as they grow. When sharing data related…”
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A Review of Machine Learning Methods of Feature Selection and Classification for Autism Spectrum Disorder by Rahman, Md Mokhlesur, Usman, Opeyemi Lateef, Muniyandi, Ravie Chandren, Sahran, Shahnorbanun, Mohamed, Suziyani, Razak, Rogayah A

“…Autism Spectrum Disorder (ASD), according to DSM-5 in the American Psychiatric Association, is a neurodevelopmental disorder that includes deficits of social…”
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Risk factors of hepatocellular carcinoma in type 2 diabetes patients: A two-centre study in a developing country by Azit, Noor Atika, Sahran, Shahnorbanun, Voon Meng, Leow, Subramaniam, Manisekar, Mokhtar, Suryati, Mohammed Nawi, Azmawati

“…Type 2 diabetes mellitus (T2DM) is increasingly known as a risk factor of hepatocellular carcinoma (HCC). In this study, we determined the risk factors…”
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Lightweight Micro-Expression Recognition on Composite Database by Ab Razak, Nur Aishah, Sahran, Shahnorbanun

“…The potential of leveraging micro-expression in various areas such as security, health care and education has intensified interests in this area. Unlike facial…”
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An improved ensemble pruning for mammogram classification using modified Bees algorithm by Qasem, Ashwaq, Sheikh Abdullah, Siti Norul Huda, Sahran, Shahnorbanun, Albashish, Dheeb, Goudarzi, Shidrokh, Arasaratnam, Shantini

“…Ensemble learning has piqued the curiosity of the machine learning applications. It recently drawn serious attention in computer-aided diagnostic system (CADs)…”
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AdaCB: An Adaptive Gradient Method with Convergence Range Bound of Learning Rate by Liao, Xuanzhi, Sahran, Shahnorbanun, Abdullah, Azizi, Shukor, Syaimak Abdul

“…Adaptive gradient descent methods such as Adam, RMSprop, and AdaGrad achieve great success in training deep learning models. These methods adaptively change…”
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Identification of Student Behavioral Patterns in Higher Education Using K-Means Clustering and Support Vector Machine by Mohd Talib, Nur Izzati, Abd Majid, Nazatul Aini, Sahran, Shahnorbanun

“…In many academic fields, predicting student academic success using data mining techniques has long been a major research issue. Monitoring students in higher…”
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Enhancement of an Optimized Key for Database Sanitization to Ensure the Security and Privacy of an Autism Dataset by Rahman, Md. Mokhlesur, Muniyandi, Ravie Chandren, Sahran, Shahnorbanun, Mohamed, Suziyani

“…Interrupting, altering, or stealing autism-related sensitive data by cyber attackers is a lucrative business which is increasing in prevalence on a daily…”
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Prediction of hepatocellular carcinoma risk in patients with type-2 diabetes using supervised machine learning classification model by Azit, Noor Atika, Sahran, Shahnorbanun, Leow, Voon Meng, Subramaniam, Manisekar, Mokhtar, Suryati, Nawi, Azmawati Mohammed

“…Hepatocellular carcinoma (HCC) among type-2 diabetes (T2D) patients is an increasing burden to diabetes management. This study aims to develop and select the…”
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An investigation of lead benchmarking implementation: A comparison of small/medium enterprises and large companies by Zeinalnezhad, Masoomeh, Mukhtar, Muriati, Sahran, Shahnorbanun

“…Purpose - The purpose of this paper is to explore current levels of lead benchmarking implementation and lead performance indicators among Malaysian…”
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The Patch-Levy-Based Bees Algorithm Applied to Dynamic Optimization Problems by Hussein, Wasim A., Sahran, Shahnorbanun, Sheikh Abdullah, Siti Norul Huda

“…Many real-world optimization problems are actually of dynamic nature. These problems change over time in terms of the objective function, decision variables,…”
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A HIERARCHICAL CLASSIFIER FOR MULTICLASS PROSTATE HISTOPATHOLOGY IMAGE GLEASON GRADING by Albashish, Dheeb, Sahran, Shahnorbanun, Abdullah, Azizi, Adam, Afzan, Alweshah, Mohammed

“…Automated classification of prostate histopathology images includes the identification of multiple classes, such as benign and cancerous (grades 3 & 4). To…”
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AN INVENTORY MODEL WITH REWORKING AND SETUP TIME TO CONSIDER EFFECT OF INFLATION AND TIME VALUE OF MONEY by IMAN SEYEDI, SOODABEH MIRZAZADEH, AREF MALEKIDARONKOLAEI, MURIATI MUKHTAR, SHAHNORBANUN SAHRAN

“…This paper investigates the effect of inflation and time value of money on an economic production quantity (EPQ) model in the single product system while the…”
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Simultaneous Localization and Mapping Trends and Humanoid Robot Linkages by Pirahansiah, Farshid, Sheikh Abdullah, Siti Norul Huda, Sahran, Shahnorbanun

“…Simultaneous localization and mapping (SLAM), also known as concurrent mapping and localization (CML), is an important topic or robotics files. This method…”
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Binary biogeography-based optimization based SVM-RFE for feature selection by Albashish, Dheeb, Hammouri, Abdelaziz I., Braik, Malik, Atwan, Jaffar, Sahran, Shahnorbanun

“…Rapid data growth presents many challenges for Machine Learning (ML) tasks as it can include lots of irrelevant, noisy, and redundant features. Thus, it is…”
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Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading by Sahran, Shahnorbanun, Albashish, Dheeb, Abdullah, Azizi, Shukor, Nordashima Abd, Hayati Md Pauzi, Suria

“…•SVM-RFE(AC) feature selection method minimises the redundancy prevalent in SVM-RFE.•SVM-RFE(AC) avoids overfitting in feature selection for histopathology…”
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Ensemble of Deep Features for Breast Cancer Histopathological Image Classification by Atwan, Jaffar, Almansour, Nedaa, Hashem Ryalat, Mohammad, Sahran, Shahnorbanun, Aldabbas, Hamza, Albashish, Dheeb

“…Analysis of histopathological images (HIs) is crucial for detecting breast cancer (BR). However, because they vary, it is still very difficult to extract…”
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A fast scheme for multilevel thresholding based on a modified bees algorithm by Hussein, Wasim A., Sahran, Shahnorbanun, Abdullah, Siti Norul Huda Sheikh

“…Image segmentation is one of the most important tasks in image processing and pattern recognition. One of the most efficient and popular techniques for image…”
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Strategic alignment between sustainability and information systems: A case analysis in Malaysian public Higher Education Institutions by Goni, Feybi Ariani, Chofreh, Abdoulmohammad Gholamzadeh, Mukhtar, Muriati, Sahran, Shahnorbanun, Shukor, Syaimak Abdul, Klemeš, Jiří Jaromír

“…Higher Education Institutions have embedded sustainability initiatives into their core activities of curriculum, research, community, and operational to…”
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Patch-Levy-based initialization algorithm for Bees Algorithm by Hussein, Wasim A., Sahran, Shahnorbanun, Sheikh Abdullah, Siti Norul Huda

“…•A novel initialization algorithm for Bees Algorithm (BA) has been proposed.•The enhanced Bees Algorithm compared with other BA variants.•The enhanced Bees…”
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