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Name Rabbia Mahum
Designation Lecturer
Department Computer Science (Taxila)
Highest Qualification MS(CS) from UET Taxila (2015-2018)
Specialization Computer Vision, Natural language Processing, Medical Imaging, Deep Learning
Phone No
Cell No
Fax No
Email [email protected]

1.PhD Scholar at UET Taxila(2018-Present)

2.MS in Computer Science (2015-2017) University of Engineering and Technology, Taxila Securing CGPA of 4

3.BS  in Computer Science (2011-2015) COMSATS Institute of Information Technology, Wah Campus Securing CGPA of 3.81

4. Academic H.S.S.C (Pre-Engineering): (2009-2011) F.G Post Graduate College for Women, Wah Cantt

5.S.S.C (2007-2009) P.O.F Model High School Wah Cantt Securing 85.33% (Grade A1)

6.B.Ed (2016) AIOU

My research area includes Machine Learning, Deep Learning, Computer Vision, Natural Language Proecessing, Text to Speech Synthesis, Fake Audi Detection.

Journal Publications:

(IF=13.255)

  1. Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, and Amir Hussain, (2021). “Detection of Diabetes-based Eye Diseases from retinal images using Custom CenterNet” Sensors, (I.F: 3.576)
  2. Rabbia Mahum, Saeed Ur Rehman, Talha Meraj, Hafiz Tayyab Rauf *, Aun
    Irtaza, Ahmed M.El-Sherbeeny, Mohammed El-Meligy, (2021). “A Novel Hybrid Approach Based on Deep CNN to Detect Knee Osteoarthritis from Sensor Based HR Imagery” Sensors, (I.F: 3.576):
  3. Mahum, Rabbia, F. Shafique Butt, Kashif Ayyub, Seema Islam, Marriam Nawaz, and Daud Abdullah. "A review on humanoid robots." International Journal of ADVANCED AND APPLIED SCIENCES (Y category).
  4. Marriam Nawaz, Tahira Nazir, Momina Masood, Awais Mehmood, Rabbia
    Mahum, Muhammad Attique Khan, Seifedine Kadry, Orawit Thinnukool *,  “Analysis of Brain MRI Images Using Improved CornerNet Approach”, in Diagnostics, (2021),  (I.F: 3.706)
  5. R Mahum, SU Rehman, OD Okon, A Alabrah, T Meraj, HT Rauf,  “A Novel Hybrid Approach Based on Deep CNN to Detect Glaucoma Using Fundus Imaging” in Electronics 11 (1), 26, (I.F: 2.397)
  6. Muhammad Haris Munir1, Rabbia Mahum2, Muhammad Nafees3, Muhammad Aitazaz4,Aun Irtaza5 “An Automated Framework for Corona Virus Severity Detection Using Combination of AlexNet and Faster RCNN” in International Journal of Innovations in Science and Technology. Vol 3,Special Issue, pp: 197-209, 2022

 

Conference Publications:

1.   Rabbia Mahum, Aun Irtaza, Marriam Nawaz, Tahira Nazir, Momina Masood and Awais Mehmood " A generic framework for Generation of Summarized Video Clips using Transfer Learning (SumVClip)," in Mohammad Ali Jinnah University Conference on Informatics and Computing 2021 (MAJICC'21), Islamabad, Pakistan, IEEE, 2021.

2.   Momina Masood, Marriam Nawaz, Ali Javed, Tahira Nazir, Awais Mehmood and Rabbia Mahum "Classification of Deepfake videos using pre-trained convolutional neural networks," in 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2), Islamabad, Pakistan, pp. 1-6. IEEE, 2021.

3.Hassan Habib, Awais Mehmood, , Tahira Nazir, Marriam Nawaz, Momina Masood, Rabbia Mahum  “Brain Tumor Segmentation and Classification using Machine Learning” in 2021 Conference: 2021 International Conference on Applied and Engineering Mathematics (ICAEM), DOI: 10.1109/ICAEM53552.2021.9547084

4. Rabbia Mahum1,*, Aun Irtaza2, Awais Mehmood3, Momina Masood4, Marriam Nawaz5, Tahira Nazir6”, Real-time Object Detection and Classification in Surveillance Videos using Hybrid Deep Learning Model” in MDSRIC - 2021, 30 Nov – 01 Dec 2021 Wah/Pakistan.

I have been afiliated to teaching since 2015. I served as Research Associate (2015-2018) and Lecturer (2018-2021) at Comsats University Islamabad, Wah Campus. I am working in CPSD of UET Taxila as Lecturer since Feb,2021.

I have been afiliated to teaching since 2015. I served as Research Associate (2015-2018) and Lecturer (2018-2021) at Comsats University Islamabad, Wah Campus. I am working in CPSD of UET Taxila as Lecturer since Feb,2021.

I have been awarded Bronze Medal in BS program. I completed BS on fully funded scholarship. I secured 4 CGPA out of 4 in MS degree program.

I have been participated in 4 conferences.

1.(19-MS-CSc-06)DUR E MAKNOON NISAR March 2021 "PROTEIN CLASSIFICATION USING MACHINE LEARNING AND DEEP LEARNING."

2.(19-MS-CSc-23) NOOR-UL-HUDA SHAH March 2021 "BREAST CANCER IDENTIFICATION USING MACHINE LEARNIING."

3.(19-MS-CSc-02) Afrasiab Khan April 2021 "Novel Model for the Sentimental Analysis of Twitter Data using Machine Learning Technique."

4.(19-MS-CSc-23) Malik Javed Akhtar April 2021 "Object Detection and Recognition using Deep Learning."

5.(MS-CS-19-034) Tariq 2021 "player specific Cricket highlights generation".

 

Other than these working with a student from CASE on eye disease detection.

 

I attended iPakistan development training for Faculty at Serena Hotel, Islamabad.

I have attended Faculty Development Workshop (FDA) at CUI.

1.(19-MS-CSc-06)DUR E MAKNOON NISAR March 2021 "PROTEIN CLASSIFICATION USING MACHINE LEARNING AND DEEP LEARNING."

2.(19-MS-CSc-23) NOOR-UL-HUDA SHAH March 2021 "BREAST CANCER IDENTIFICATION USING MACHINE LEARNIING."

3.(19-MS-CSc-02) Afrasiab Khan April 2021 "Novel Model for the Sentimental Analysis of Twitter Data using Machine Learning Technique."

4.(19-MS-CSc-23) Malik Javed Akhtar April 2021 "Object Detection and Recognition using Deep Learning."

5.(MS-CS-19-034) Tariq 2021 "player specific Cricket highlights generation".

 

Other than these working with a student from CASE on eye disease detection.