Ibrahim Mohammed AbdelMoktader Gad

Publications

List of Publications

Parallel genetic algorithms for optimizing the SARIMA model for better forecasting of the NCDC weather data ,January 2021

Publisher

Alexandria Engineering Journal

Research Type

مشترك

Date of acceptance

1/1/2021

Publishing Date

1/1/2021

Google Scholar

Abstract

Integrating data warehouse and machine learning to predict on COVID-19 pandemic empirical data ,January 2021

Publisher

Journal of Theoretical and Applied Information Technology

Research Type

مشترك

Date of acceptance

1/1/2021

Publishing Date

1/1/2021

Google Scholar

Abstract

Spatio-Temporal Clustering Analysis for Air Pollution Particulate Matter (PM 2.5) Using a Deep Learning Model ,January 2021

Publisher

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)

Research Type

مشترك

Date of acceptance

1/1/2021

Publishing Date

1/1/2021

Google Scholar

Abstract

The COVID-19 pandemic: prediction study based on machine learning models ,January 2021

Publisher

Environmental Science and Pollution Research

Research Type

مشترك

Date of acceptance

1/1/2021

Publishing Date

1/1/2021

Google Scholar

Abstract

A robust deep learning model for missing value imputation in big NCDC dataset ,January 2020

Publisher

Iran Journal of Computer Science

Research Type

منفرد

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Time Series Analysis for Prediction of PM2. 5 Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model on Taiwan Air Quality Monitoring Network Data ,January 2020

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Feature selection approach using ensemble learning for network anomaly detection ,January 2020

Publisher

CAAI Transactions on Intelligence Technology

Research Type

مشترك

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

ARIMA models for predicting the end of COVID-19 pandemic and the risk of second rebound ,January 2020

Publisher

Neural Computing and Applications

Research Type

مشترك

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Forecasting Air Pollution Particulate Matter (PM 2.5 ) Using Machine Learning Regression Models ,January 2020

Publisher

Procedia Computer science

Research Type

منفرد

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

A comparative study of prediction and classification models on NCDC weather data ,January 2020

Publisher

INTERNATIONAL JOURNAL OF COMPUTERS AND APPLICATIONS

Research Type

منفرد

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Association between weather data and COVID-19 pandemic predicting mortality rate: Machine learning approaches ,January 2020

Publisher

Chaos, Solitons & Fractals

Research Type

مشترك

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Bidirectional Residual LSTM-based Human Activity Recognition ,January 2020

Publisher

Computer and Information Science

Research Type

منفرد

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

A Generic Approach of Filling Missing Values in NCDC Weather Stations Data ,January 2018

Publisher

2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Research Type

مشترك

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

Multi-label classification of big NCDC weather data using deep learning model ,January 2018

Publisher

International Conference on Soft Computing Systems

Research Type

مشترك

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

Hybrid data warehouse model for climate big data analysis ,January 2017

Publisher

2017 International Conference on Circuit, Power and Computing Technologies (ICCPCT)

Research Type

مشترك

Date of acceptance

1/1/2017

Publishing Date

1/1/2017

Google Scholar

Abstract

Performance evaluation of predictive models for missing data imputation in weather data ,January 2017

Publisher

2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Research Type

مشترك

Date of acceptance

1/1/2017

Publishing Date

1/1/2017

Google Scholar

Abstract

Big data techniques: hadoop and mapreduce for weather forecasting ,January 2016

Publisher

International Journal of Latest Trends in Engineering and Technology

Research Type

منفرد

Date of acceptance

1/1/2016

Publishing Date

1/1/2016

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