Profile

Md. Omaer Faruq Goni

মোঃ ওমর ফারুক গনি

Lecturer

  •  Phone:   880-1609620061
  •  Email:   omaerfaruq0@gmail.com
  • omaerfaruq@ece.ruet.ac.bd
Field of Research
  •  Deep Neural Network
  •  Power System
  •  Machine Learning
  •  Smart Grid

  •  First Joined: 12th Dec, 2021
  •      Dept. of Electrical & Computer Engineering

Position

Education

Book / Book Chapter
1
Journal Articles
4
Conference Papers
4
SL Authors Title Publisher Details Publication Year Type
1 Md Robiul Islam, Lway Faisal Abdulrazak, Md Nahiduzzaman, Md Omaer Faruq Goni, Md Shamim Anower, Mominul Ahsan, Julfikar Haider, Marcin Kowalski Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images Computers in Biology and Medicine 2022 Journal
2 Md. Omaer Faruq Goni, Md. Nahiduzzaman, Md. Shamim Anower, Innocent Kamwa, S M Muyeen Integration of Machine Learning with Economic Energy Scheduling   International Journal of Electrical Power & Energy Systems 2022 Journal
3 Md. Nahiduzzaman and Md. Omaer Faruq Goni and Md. Shamim Anower and Md. Robiul Islam and Mominul Ahsan and Julfikar Haider and Saravanakumar Gurusamy and Rakibul Hassan and Md. Rakibul Islam A Novel Method for Multivariant Pneumonia Classification based on Hybrid CNN-PCA Based Feature Extraction using Extreme Learning Machine with Chest X-Ray Images IEEE Access 2021 Journal
4 Md. Omaer Faruq Goni and Abdul Matin and Tonmoy Hasan and Md. Rafidul Islam Sarker Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN and KNN Springer Singapore 2021 Book Chapter
5 Oishi Jyoti, Nazmin Islam, Md Omaer Faruq, Md Abu Ismail Siddique, Md Habibur Rahaman Autism Spectrum Disorder Prognosis Using Machine Learning Algorithms: A Comparative Study International Conference on Intelligent Computing & Optimization, 2020 - Springer, Cham. 2021 Conference
6 Md Nahiduzzaman, Md Robiul Islam, SM Riazul Islam, Md Omaer Faruq Goni, Md Shamim Anower, Kyung-Sup Kwak Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy using Extreme Learning Machine Algorithm IEEE Access 2021 Journal
7 Md. Omaer Faruq Goni and Fahim Md. Sifnatul Hasnain and Md. Abu Ismail Siddique and Oishi Jyoti and Md. Habibur Rahaman Breast Cancer Detection using Deep Neural Network 2020 23rd International Conference on Computer and Information Technology (ICCIT) 2020 Conference
8 Md. Omaer Faruq Goni and Abdul Matin and Tonmoy Hasan and Md. Abu Ismail Siddique and Oishi Jyoti and Fahim MD Sifnatul Hasnain Graduate Admission Chance Prediction Using Deep Neural Network 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) 2020 Conference
9 Tonmoy Hasan, Abdul Matin, Mahammed Kamruzzaman, Sanzida Islam, Md Omaer Faruq Goni A Comparative Analysis of Feature Extraction Methods for Human Opinion Grouping Using Several Machine Learning Techniques 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) 2020 Conference
  •  Champion in “National Hackathon on Frontier Technologies” - 2020
  •  Student of the year award (2nd year) , honored by the department of ECE , RUET in 2018
Phd Students
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Masters Students
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Undergraduate Students
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Activity Description