Faculty Proflle

Biography:

Dr. Sheneela Naz has completed Ph.D. (Computer Science) from the Department of Computer Science, Capital University of Science and Technology, Islamabad (CUST), Pakistan, and MS (Computer Science) from the Department of Computer Science, M. A. Jinnah University in 2018 and 2010 respectively. She received her MCS (Master in Computer Science) from Bahauddin Zakariya University Multan, Pakistan. She is currently serving as Assistant Professor in the Department of Computer Science, COMSATS University Islamabad, Islamabad Campus, Pakistan. Her research interests are in Network Protocol Design, Content Centric Networking, Multimedia Streaming, Machine Learning, and Deep Learning.

Moreover, she has published several research articles in peer-reviewed top-tiered journals, including IEEE Access, Super Computing, Computer Networks, Sustainability, CMC, and Image and Vision Computing etc. Meanwhile, she has supervised a number of MS research scholars and advised more than five undergrad final year projects (FYPs).

Educational Information

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Academic Experience

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Publications

Key Publications

Bukhari M,Yasmin S,Naz S''A Smart Heart Disease Diagnostic System Using Deep Vanilla LSTM'',,2023.
Zeeshan Ali,Sheneela Naz,Sadaf Yasmin''Deep learning-assisted IoMT framework for cerebral microbleed detection'',Elsevier,2023.
Eliza Batool,Saira Gillani,Sheneela Naz''“POSNet: a hybrid deep learning model for efficient person re-identification'',Springer,2023.
Sayyida Tabinda Kokab, Sohail Asghar, Shehneela Naz''Transformer-based deep learning models for the sentiment analysis of social media data'',Elsevier,2022.
Soban Arshad,Khalid Iqbal,Sheneela Naz''A Hybrid System for Customer Churn Prediction and Retention Analysis via Supervised Learning'',,2022.
Muhammad Sufyan Khan, Farhana Jabeen,Sheneela Naz''Metaheuristic Algorithms in Optimizing Deep Neural Network Model for Software Effort Estimation'',IEEE,2021.
Zobia Rehman,Farhana jabeen,Sheneela Naz''Automatic Acquisition of Failure Mode and Effect Analysis Ontology for Sustainable Risk Management'',MDPI,2020.
Sheneela Naz,Rao Naveed Bin Rais,Amir Qayyum''A Resource Efficient Multi-Dimensional Cache Management Strategy in Content Centric Networks'',American Scientific Publishers,2018.
Sheneela Naz,Rao Naveed Bin Rais,Peer Azmat Shah''A dynamic caching strategy for CCN-based MANETs'',Elsevier,.
Zard Ali Khan,Sheneela Naz, Rahim khan''A neighborhood and machine learning-enabled information fusion approach for the WSNs and internet of medical things'',Wiley Online Library,.
Maryam Bukhari,Sadaf Yasmin, ,Sheneela Naz''Language and vision based person re-identification for surveillance systems using deep learning with LIP layers'',Elsevier,.
Yasmeen Ansari,Sadaf Yasmin,Sheneela Naz''A deep reinforcement learning-based decision support system for automated stock market trading'',IEEE,.
Kabeer Ahmed Bhatti,Sohail Asghar, Sheneela Naz''Multi-objective fuzzy krill herd congestion control algorithm for WSN'',Springer,.
Zeeshan Ali,Sheneela Naz,Hira Zaffar''An IoMT-Based Melanoma Lesion Segmentation Using Conditional Generative Adversarial Networks'',MDPI,.

Conferences

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Awards

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Supervisions

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Books

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Languages and Skills

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Publication Year	Key Publications

1 2023	1 Bukhari M,Yasmin S,Naz S''A Smart Heart Disease Diagnostic System Using Deep Vanilla LSTM'',,2023.
2 2023	2 Zeeshan Ali,Sheneela Naz,Sadaf Yasmin''Deep learning-assisted IoMT framework for cerebral microbleed detection'',Elsevier,2023.
3 2023	3 Eliza Batool,Saira Gillani,Sheneela Naz''“POSNet: a hybrid deep learning model for efficient person re-identification'',Springer,2023.
4 2022	4 Sayyida Tabinda Kokab, Sohail Asghar, Shehneela Naz''Transformer-based deep learning models for the sentiment analysis of social media data'',Elsevier,2022.
5 2022	5 Soban Arshad,Khalid Iqbal,Sheneela Naz''A Hybrid System for Customer Churn Prediction and Retention Analysis via Supervised Learning'',,2022.
6 2021	6 Muhammad Sufyan Khan, Farhana Jabeen,Sheneela Naz''Metaheuristic Algorithms in Optimizing Deep Neural Network Model for Software Effort Estimation'',IEEE,2021.
7 2020	7 Zobia Rehman,Farhana jabeen,Sheneela Naz''Automatic Acquisition of Failure Mode and Effect Analysis Ontology for Sustainable Risk Management'',MDPI,2020.
8 2018	8 Sheneela Naz,Rao Naveed Bin Rais,Amir Qayyum''A Resource Efficient Multi-Dimensional Cache Management Strategy in Content Centric Networks'',American Scientific Publishers,2018.
9	9 Sheneela Naz,Rao Naveed Bin Rais,Peer Azmat Shah''A dynamic caching strategy for CCN-based MANETs'',Elsevier,.
10	10 Zard Ali Khan,Sheneela Naz, Rahim khan''A neighborhood and machine learning-enabled information fusion approach for the WSNs and internet of medical things'',Wiley Online Library,.
11	11 Maryam Bukhari,Sadaf Yasmin, ,Sheneela Naz''Language and vision based person re-identification for surveillance systems using deep learning with LIP layers'',Elsevier,.
12	12 Yasmeen Ansari,Sadaf Yasmin,Sheneela Naz''A deep reinforcement learning-based decision support system for automated stock market trading'',IEEE,.
13	13 Kabeer Ahmed Bhatti,Sohail Asghar, Sheneela Naz''Multi-objective fuzzy krill herd congestion control algorithm for WSN'',Springer,.
14	14 Zeeshan Ali,Sheneela Naz,Hira Zaffar''An IoMT-Based Melanoma Lesion Segmentation Using Conditional Generative Adversarial Networks'',MDPI,.

Dr. Dr. Sheneela Naz

Assistant Professor of Computer Science, CUI Islamabad Campus