Abdellatif, Abdallah

Universiti Malaya

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收录论文 14

发表时间

SHapley Additive exPlanations-guided rule-based energy management: bridging machine learning interpretability and adaptive control strategies SHapley Additive exPlanations指导的基于规则的能量管理：连接机器学习可解释性与自适应控制策略

Renewable Energy Focus

IF5.9

2025-10-29

OAAI

Abdallah Abdellatif; Hamza Mubarak; Harikrishnan Ramiah; Hazlie Mokhlis; Saad Mekhilef; Hassan Muwafaq Gheni; Jeevan Kanesan

Day-Ahead electricity price forecasting using a CNN-BiLSTM model in conjunction with autoregressive modeling and hyperparameter optimization

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2024-10-01

OAAI

Mubarak, Hamza; Abdellatif, Abdallah; Ahmad, Shameem; Islam, Mohammad Zohurul; Muyeen, S. M.; Mannan, Mohammad Abdul; Kamwa, Innocent

Enhancing interpretability in power management: A time-encoded household energy forecasting using hybrid deep learning model 增强电源管理的可解释性: 使用混合深度学习模型的时间编码家庭能源预测

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2024-09-01

OAAI

Mubarak, Hamza; Stegen, Sascha; Bai, Feifei; Abdellatif, Abdallah; Sanjari, Mohammad J.

Real-time driver identification in IoV: A deep learning and cloud integration approach IoV中的实时驾驶员识别: 一种深度学习和云集成方法

HELIYON

IF3.6

2024-04-01

OAAI

Gheni, Hassan Muwafaq; Abdulrahaim, Laith A.; Abdellatif, Abdallah

Computational detection and interpretation of heart disease based on conditional variational auto-encoder and stacked ensemble-learning framework 基于条件变分自动编码器和堆叠集成学习框架的心脏病计算检测和解释

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-02-01

PREAI

Abdellatif, Abdallah; Mubarak, Hamza; Abdellatef, Hamdan; Kanesan, Jeevan; Abdelltif, Yahya; Chow, Chee-Onn; Chuah, Joon Huang; Gheni, Hassan Muwafaq; Kendall, Graham

A new framework for electricity price forecasting via multi-head self-attention and CNN-based techniques in the competitive electricity market

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-01-01

OAAI

Pourdaryaei, Alireza; Mohammadi, Mohammad; Mubarak, Hamza; Abdellatif, Abdallah; Karimi, Mazaher; Gryazina, Elena; Terzija, Vladimir

A systematic review of rolling bearing fault diagnoses based on deep learning and transfer learning: Taxonomy, overview, application, open challenges, weaknesses and recommendations 基于深度学习和迁移学习的滚动轴承故障诊断的系统综述: 分类学，概述，应用，开放挑战，弱点和建议

AIN SHAMS ENGINEERING JOURNAL

IF5.9

2023-04-01

108

OAAI

Hakim, Mohammed; Omran, Abdoulhdi A. Borhana; Ahmed, Ali Najah; Al-Waily, Muhannad; Abdellatif, Abdallah

A hybrid machine learning method with explicit time encoding for improved Malaysian photovoltaic power prediction

JOURNAL OF CLEANER PRODUCTION

IF10

2023-01-01

OAAI

Mubarak, Hamza; Hammoudeh, Ahmad; Ahmad, Shameem; Abdellatif, Abdallah; Mekhilef, Saad; Mokhlis, Hazlie; Dupont, Stephane

Forecasting Photovoltaic Power Generation with a Stacking Ensemble Model 用堆叠集成模型预测光伏发电

SUSTAINABILITY

IF3.3

2022-09-05

OAAI

Abdellatif, Abdallah; Mubarak, Hamza; Ahmad, Shameem; Ahmed, Tofael; Shafiullah, G. M.; Hammoudeh, Ahmad; Abdellatef, Hamdan; Rahman, M. M.; Gheni, Hassan Muwafaq

Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain

SENSORS

IF3.5

2022-08-03

OAAI

Hakim, Mohammed; Omran, Abdoulhadi A. Borhana; Inayat-Hussain, Jawaid I.; Ahmed, Ali Najah; Abdellatef, Hamdan; Abdellatif, Abdallah; Gheni, Hassan Muwafaq

An Effective Heart Disease Detection and Severity Level Classification Model Using Machine Learning and Hyperparameter Optimization Methods

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Abdellatif, Abdallah; Abdellatef, Hamdan; Kanesan, Jeevan; Chow, Chee-Onn; Chuah, Joon Huang; Gheni, Hassan Muwafaq

Day-Ahead Electricity Price Forecasting Based on Hybrid Regression Model 基于混合回归模型的日前电价预测

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Alkawaz, Ali Najem; Abdellatif, Abdallah; Kanesan, Jeevan; Khairuddin, Anis Salwa Mohd; Gheni, Hassan Muwafaq

Improving the Heart Disease Detection and Patients' Survival Using Supervised Infinite Feature Selection and Improved Weighted Random Forest

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Abdellatif, Abdallah; Abdellatef, Hamdan; Kanesan, Jeevan; Chow, Chee-Onn; Chuah, Joon Huang; Gheni, Hassan Muwafaq

Production of Aluminum AA6061 Hybrid Nanocomposite from Waste Metal Using Hot Extrusion Process: Strength Performance and Prediction by RSM and Random Forest

MATERIALS

IF3.2

2021-10-15

OAAI

Msebawi, Muntadher Sabah; Leman, Zulkiflle; Shamsudin, Shazarel; Tahir, Suraya Mohd; Jaafar, Che Nor Aiza; Ariff, Azmah Hanim Mohamed; Zahari, Nur Ismarrubie; Abdellatif, Abdallah

研究方向