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Name Dr. Muhammad Munwar Iqbal
Designation Assistant Professor
Department Computer Science (Taxila)
Highest Qualification Ph.D. Computer Science
Specialization Database Systems, Cloud Computing, Artificial Intelligence
Phone No 051 9047855
Cell No 092-3034325988
Fax No 051- 9047420
Email [email protected]

Ph.D. in Computer Science: CGPA (3.90/4)
University of Engineering & Technology, Lahore (UET Lahore)

MS in Computer Science: CGPA (3.60/4)
COMSATS Institute of Information Technology (CIIT Lahore)

Masters in Computer Science: CGPA (3.02/4)
Punjab University College of Information Technology (PUCIT Lahore)

B.Sc in Mathematics: 1st Division (502/800)
The Islamia University of Bahawalpur

F. Sc. (Pre Engineering): 1st Division (673/1100)
Govt. Post Graduate College Chishtian

Matriculation: 1st Division (710/850)
Govt. High School Hasilpur

Ph.D. Dissertation Title:

                  A Smart Framework With Agents for eLearning System.


  1. Database Systems

  2. E-Commerce Application

  3. Cloud Computing

  4. Artificial Intelligence

  5. Human Computer Interaction

  6. Web Semantics

  7. Machine Learning

  8. Data Mining


 Abid Ali, Muhammad Munwar Iqbal, “A Cost and Energy Efficient Task Scheduling Technique to Offload Microservices based Applications in Mobile Cloud Computing”, IEEE Access, Vol. 10, pp. 46633-46651, 2022.


Abid Ali, Muhammad Munawar Iqbal, Harun Jamil., VABLOCK: A Blockchain Based Secure Communication in V2V Network Based on ICN Network Support Technology (Accepted Impact Factor

1.525, 2022)


Abid Ali, Muhammad Munawar Iqbal, Harun Jamil, Faiza Qayyum, Sohail Jabbar, Omar Cheikhrouhou, Mohammed Baz, and Faisal Jamil, "An Efficient Dynamic-Decision Based Task Scheduler for Task Offloading Optimization and Energy Management in Mobile Cloud Computing. Sensors 2021, 21, 4527. (Published Impact Factor 3.576)


Arslan Syed , Muhammad Munawar Iqbal , Reem Alkanhel , Ammar Muthanna , Abid Ali , Harun Jamil

Towards Enhanced End-to-End Deep 3D Network Approach for Multimedia IoT Data Classification, Sensors

2021(Accepted Impact Factor 3.576)


Marriam Nawaz, Zahid Mehmood, Tahira Nazir, Rizwan Ali Naqvi, Amjad Rehman, Munwar Iqbal, and Tanzila Saba, “Skin cancer detection from dermoscopic images using deep learning and fuzzy k-means clustering”, Microscopy Research and Technique.(2021) pp. 1-13,  (Impact Factor 2.769).


Muhammad javed iqbal , muhammad munwar iqbal, iftikhar ahmad, muneer ahmad, n. Z. Jhanjhi, sultan aljahdali,  and memoona mushtaq, Ayesha Mariam, Smart Home Automation using Intelligent Electricity Dispatch, IEE Access  August 31, 2021, pp. 118077-118086 (Impact Factor 4.05).


Sheraz Naseer, Yasir Saleem, Shehzad Khalid, M Khawar Bashir, Jihun Han, M Munwar Iqbal, “Enhanced

Network Anomaly Detection Based on Deep Neural Networks”, IEEE Access, 6, 48231-48246. (Impact

Factor: 3.557)


Muhammad Aasem, Muhammad Munawar Iqbal, Muhammad Farhan, Shehzad Khalid, Muhammad Al Ghamdi, Sardar Zafar Iqbal, “Classification of COVID-19 from Ultrasound Images using Deep Learning” Expert Systems  (Accepted Impact Factor 1.54)


Muhammad Javed Iqbal, Muhammad Munwar Iqbal, Iftikhar Ahmad, Madini O. Alassafi, Ahmed S. Alfakeeh, Ahmed Alhomoud, “Real-Time Surveillance Using Deep Learning”, Security and Communication Networks, Hindawi (Accepted Impact Factor 3.576).


Awais Mehmood,· Muhammad Munwar Iqbal,· Zahid Mehmood,· Aun Irtaza · Marriam Nawaz · Tahira Nazir, Momina Masood, Prediction of Heart Disease Using Deep Convolutional Neural Networks, Arabian Journal for Science and Engineering,Vol. 46 pp. 3409-3422 Systems  (Impact Factor 1.711)


Umair Khadam, Muhammad Munwar Iqbal, Saqib Saeed, Saadat Hanif Dar, Awais Ahmad, Mudassar Ahmad, “Advanced security and privacy technique for digital text in smart grid communications” Computers and Electrical Engineering 93 (2021) 107205. (Accepted Impact Factor 0.65)


Asif Raza, Farooq Ali, Javed Iqbal, Syed Adnan Shah, Muhammad Munwar Iqbal, “Sketch-based Face Recognition Using Histogram Based Feature Descriptors”, International Journal of Imaging and Robotics, Volume 20, Issue 4, 2020. (Accepted Impact Factor 0.65)


Raza Ali, Muhammad Munwar Iqbal, Saqib Saeed, Naveen Chilamkurti, Yunyoung Nam, “Smart Cluster Head Selection in Flying Ad-hoc Wireless Sensor Networks Using Deep Clustering Method” Journal of Internet Technology (Accepted Impact Factor 0.768)


Momina Masood, Tahira Nazir, Marriam Nawaz, Ali Javed, Muhammad Munwar Iqbal, Awais Awan, “Brain Tumor Localization and segmentation using Mask RCNN”, Frontiers of Computer Science Science and Engineering (Accepted Impact Factor 1.271)  


Muhammad Salman Bashir, Amjad Farooq, Shah Rukh Humayoun, Muhammad Munwar Iqbal and Muhammad Javed Iqbal, “EAUH HCAMA: Extending and Adapting Usability Heuristics for Healthcare related Context-Aware Mobile Applications” Journal of Medical Imaging and Health Informatics (Impact

Factor 0.549)


Aysha Maryam Ali, Mohammed A. Al Ghamdi, Muhammad Munwar Iqbal, Shehzad Khalid, Hamza Aldabbas, Saqib Saeed, “Next Generation UWB Antennas Gadgets for Human Healthcare using SAR”, (EURASIP Journal on Wireless Communications and Networkin (Accepted Impact Factor 1.408)


Umair Khadam, Muhammad Munwar Iqbal, Meshrif Alruily, Mohammed A. Al Ghamdi, Muhammad

Ramzan, Sultan H. Almotiri., “Text Data Security and Privacy in the Internet of Things: Threats, Challenges and Future Directions” Wireless Communications and Mobile Computing, 2020, (Impact Factor 1.396)

1.  HIGHER EDUCATION COMMISSION NRPU (National Research Program for Universities)

H-9, Islamabad (Pakistan)

Title of Proposed Project:    Intelligent Digital Electric Power Dispatch, Automation and Security Surveillance System controlled using Internet enabled Devices.


Subject (e.g. Chemistry):

Computer Science

Major field (e.g. Organic Chemistry):

Security, Electricity Management

Minor Field (e.g. drug etc.):

Mobile security, Digital Electric Dispatch system 

Total Funds Requested (in million):

2.323 million

       Proposed Duration of Project (in months) : 

2 Years( 24 months )

Proposed Starting Date of Project:

1 Jun, 2017

Turnitin similarity index (%):



2.     Research and Implementation of High Performance Mobile Cloud Computing for Force Field Calculation


Requested Amount-495,000/-

Tentative Start Date 28th Sept 2015



Principal Investigator Muhammad Munwar Iqbal

Assistant Professor



Co-Investigator Rashid Amin




Co-Investigator Muhammad Ali

MSCS Scholar

UET Taxila




3. Sentiment Analysis for Feedback in Formal & Informal Learning using Social Media

Requested Amount 4,95,000/-

Tentative Start Date September-2015


Muhammad Munwar Iqbal

Assistant Professor


Mehmoon Anwar



Waqas Mehmood

MSc Scholar UET Taxila



4. Monitoring and Surveillance System for First Aid using Hexacopter in Disastrous Locations


Requested Amount: 4,86,000/-

Tentative Start Date:  February-2017


Investigator’s Name



Dr. Muhammad Munwar Iqbal

Assistant Professor


Dr. Muhammad Javed Iqbal

Assistant Professor


Muhamad Tahir

MS Scholar



Final Project in MCS

I have developed my final project “Business Intelligence System for Coverall Pakistan” by using Data Warehousing.

Bearer Following Responsibilities:

  1.  Assist Dean FT& IE (as Acting Chairman)

  2.  Convener of the Semester Committee

  3.  Director of Academic Cell UGS

  4.  Smart Technologies Research Group

  5.  Head of the Scholarship Committee

  6.  HEC Laptop Scheme (Focal Person)

  7.  Security Focal Person

  8.  Head of the Exam Scrutiny Committee

  9.  Curriculum Revision Committee

  10. Result Scrutineer, UGS CS, and CBT​​​​​​​

  11.  Advisor COMPTECH Society

  12.  Advisor BSCS 2016 Session

  13. UG FYP Evaluation

  14.  Prospectus Amendment Committee

Development Product:

  • POS
  • SEO
  • Security System
  • Graphics Services
  • ERP Solutions
  • Hosting

Department with full Address and Designation

Joining Date 

Leaving Date


Department Computer Science, UET, Taxila


To date

Assistant Professor

Department Computer Science Virtual University of Pakistan




Department Computer Science University of Sargodha Gujranwala Campus, Dastgeer road Gujranwala.




Department Computer Science University of South Asia Arifwala campus, Arifwala




Department Computer Science Allama Iqbal Open University Punjab Computer College campus, Ghari Shahu Lahore.


to date


NICE Institute of Computer Education, 153 A, Madina Colony, Haroon Abad, Distt. Bahawalnagar



N/W Administrator


Sr. No

Journal Name


Impact Factor


IEEE Access

IEEE, Kimberly Shumard, IEEE, 445 Hoes Lane, Piscataway, NJ 08854-4141 USA.



Wireless Personal Communication

Springer Salmon Tower Building New York City USA



International Journal of Parallel Programming

Springer  Salmon Tower Building New York City  USA



Wireless Communications and Mobile Computing

Hindawi Citeseer, Westgate Building Pennsylvania State University Park, PA 16802



Computers & Electrical Engineering

Radarweg 29, 1043 NX Amsterdam, The Netherlands,



Multimedia Tools and Applications

Springer Nature Switzerland AG



Eurasia Journal of

Mathematics, Science and

Technology Education

Modestum, Suite 124 Challenge House 616 Mitcham Road, CRO 3AA, Croydon, London, UK



Life Science Journal

Zhengzhou University



Journal of Supercomputing 

Springer Nature Switzerland AG




Pakistan Institute of Nuclear Science and Technology (PINSTECH), Nilore , 45650, Islamabad Pakistan



Technical Journal

Technical Journal, UET Taxila 


Teacher assistantship:

             Institution:                 Punjab University

             Duration:                   April 2002- April 2004

             Duties:            Two years of experience assisting of Database Knowledge Head. Assistance includes Conducting Labs, Seminars, and Workshops on RDBMS, DDBMS and Data Warehousing.

Reviewer of the journals and conferences: 

[1]. Applied Soft Computing “The Official Journal of the World Federation on Soft Computing (WFSC)”

[2]. International Symposium on Research in Innovation and Sustainability 2014 (ISoRIS ’14) 15-16 October 2014, Malacca, Malaysia

[3]. Multimedia Tools and Applications, 2016 Springer International Publishing AG. ""


Final Year Project Examiner

[1]. Computer Science Department at COMSATS SAHIWAL is appointing as an External Examiner for final year project Interim evaluation for session 2010 on 22nd and 24th May 2014.

[2]. Computer Science & Engineering Department at U.E.T. Lahore is appointing as a Judge for final year project Interim evaluation for session 2010 on 22nd and 24th May 2014.

[3]. Allama Iqbal Open University, Department Computer Science, Punjab Computer College Campus, Lahore, Final year project Interim evaluation for session 2009- 2013.


 International Association of Engineers (IAENG)                          

  •    the IAENG Society of Artificial Intelligence

  •    the IAENG Society of Computer Science

  •    the IAENG Society of Data Mining

  •    the IAENG Society of Information System Engineering


  1. Machine Learning           
  2. Data Visualization          
  3. Information Retrieval         
  4. Data mining and Knowledge Discovery
  5. Advanced topics in Computer Science
  6. Data Visualization
  7. Data Mining
  8. Artificial Neural Networks
  9. Artificial Intelligence
  10. Deep Learning           
  11. Information and Communication Technologies
  12. Data Warehousing
  13. Database Systems
  14. Artificial Intelligence
  15. Data Mining
Department/ University Designation
Department Computer Science, University of Engineering and Technology Taxila. Head of the Department (HoD)
Department Computer Science, University of Engineering and Technology Taxila. Assistant professor
Department Computer Science Virtual University of Pakistan Jinnah campus Defense, Road off Raiwind road Lahore Lecturer/ Visiting
Department Computer Science University of Sargodha Gujranwala campus, Dastgeer road Gujranwala. Lecturer / Visiting
Department Computer Science, University of South Asia, Arifwala campus, Arifwala Lecturer/ Visiting
Department Computer Science Allama Iqbal Open University, Punjab Computer College campus, Ghari Shahu Lahore Lecturer / Visiting

Affiliated with the following Institute:

  1. UET Lahore 
  2. Comsats Lahore 
  3. AIOU 
  4. VU
  5. UOS




  • Scholarship awarded in F.Sc. 
  • Scholarship awarded in B. Sc.
  • Topper in MS(CS) COMSATS Institute of Information Technology, Lahore



Muhammad Munawar Iqbal, Afshan Ahmed; Umair Khadam, “Sinkhole Attack in Multi-sink Paradigm: Detection and Performance Evaluation in RPL based IoT”, 2020 International Conference on Computing and Information Technology (ICCIT-1441), 9-10 Sept. IEEE, Tabuk, Saudi Arabia, Saudi Arabia, DOI: 10.1109/ICCIT-144147971.2020.9213797.



Javid Iqbal, Muhmmad Munwar Iqbal, Umair Khadam, Ali Nawaz, “Ordinary Learning Method for Heart Disease  Detection using Clinical Data”, 2020 3rd International Conference on Computing, Mathematics and Engineering Technologies – iCoMET 2020, IEEE Sukkur, Pakistan, Jan. 29-30 2020.



Zia Ur Rehman, Muhammad Munawar Iqbal, Hamza Safwan and Javid Iqbal, Predict the Match Outcome in One Day International Cricket Matches using Machine Learning, 1st International Conference on Computing and Machine Intelligence (ICMI 2021) February 19-20, 2021, Istanbul, Turkey,



Jackson Harry, Muhammad Munwar Iqbal, Time-Series Techniques for Prediction Sales in Cashback Websites, The International Conference on Innovative Trends in Business & Technology (iCITBT) 2020, Munchen, Germany December 17-18, 2020. 



Mehak Faryal, Muhammad Munawar Iqbal, Hifsa Tahreem, Sentiment Analysis of Mental Health Diseases on Twitter Using Machine Learning, The International Conference on Innovative Trends in Business & Technology (iCITBT) 2020, Munchen, Germany December 17-18, 2020.



Umair Khadam, Muhammad Munwar Iqbal, Muhammad Asif Habib, Kijun Han, “A Watermarking Technique Based on File Page Objects for PDF”,2019/8/21, 2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM), Victoria, BC, Canada pp.1-5, IEEE.



Muhammad Yousaf, Naeem Abbas, Farooq Ali, Muhammad Munwar Iqbal, Yasar Amin, Adeel Akram. “Miniaturised High Gain Antenna for Biomedical Application”, Proceedings of the 3rd International Conference on Future Networks and Distributed Systems, Paris France, July 1 - 2, 2019 pp. 1-7.


Muhammad Munwar Iqbal, Umair Khadam, Ki Jun Han, Jihun Han, Sohail Jabbar, “A robust digital watermarking algorithm for text document copyright protection based on feature coding” 24-28 June 2019, 15th International Wireless Communications & Mobile Computing Conference (IWCMC), Tangier, Morocco,  pp. 1940-1945, IEEE


Farhan, M.; Munwar, I. M.; ET. AL., “Automated Reply to Students' Queries in E-Learning Environment Using Web-BOT," Artificial Intelligence (MICAI), 2012 11th Mexican International Conference on, San Luis Potos, Mexico pp.63-65, 27 Oct.-4 Nov. 2012. doi:10.1109/MICAI.2012.18 


M. Munwar Iqbal, M. Farhan, Yasir Saleem, et. al., (2014), Automated Web-Bot Implementation using Machine Learning Techniques in eLearning Paradigm, 2nd International Conference on Computational & Social Science, Recep Tayyip Erdogan University, Rize, Turkey, August 26-28, 2014, pp 1090-1098.

  1.  DICE at COMSATS Sahiwal Pakistan 

  2.  SPSS Training at Lahore

  3.  MUSHKO at Islamabad 

MS/M.Phill Thesis Supervised:

Sr. #

  Student Name

                                           Thesis Title



Sadia Ramzan

Text to Image Generation using Generative Adversarial Networks



Ayesha Mariam

Security Surveillance through Drone



Memoona Mushtaq

Virtual Assistance for Surveillance using Object Detection and Recognition



Haroon Zeb

Object Detection and RecognitionCoronavirus Variants Detection in Genomic and Deep Variant                                                                              



Muhammad Adnan

Urdu Handwritten Words Recognition Using Neural Network



Syed Arslan Ahmad

 Hybrid Deep Learning Framework for Video Classification



Muhammad Majid

Human Brain Intelligence Estimation using Data Mining Techniques



Jackson Harry

Sales Forecasting Model for Cashback Websites



Mehak Faryal

Impact of Social media on mental Health



Sheharyar Butt

A Novel Compression Algorithm for Next Generation Sequencing Data



Zia Ur Rehman

Predict the Outcome of cricket matches using Machine Learning Techniques



Haroon Zeb Khan

Coronavirus Variants Detection in Genomic and Deep Variant



Nehan Sahar

Personality Prediction using Machine Learning



Luqman Ahmed

Detection/Diagnosing of breast cancer using Convolutional Neural Network



Memoona Qurat ul Ain

An Efficient Content-Aware Image Resizing and Smoothing using Image Processing Techniques



Hassan Tariq

Data Analysis of Road Traffic Accidents to Improve Safety using Data Mining Techniques



Syed Muhammad Qasim Ali

An Effective Method for Content-Aware Image Retargeting



Muhammad Javed  Iqbal

Heart Disease Detecting using Data Mining Techniques in Health-Care



Shamas ul Rehman

Power Consumption Minimization and Performance Optimization in Internet of Things Low Power and Lossy Networks



Jaweria Hanif 

Hematological diseases diagnosing using Machine Learning



Shakeel Saeed

An Intelligent Analysis of Crime Data using Data Mining Algorithms



Imran Akhtar

Pattern Evaluation of Suicide Bombings in Pakistan



Zahid Iqbal

Performance of Routing Protocol for Low-Power and Lossy Links (RPL) under Static & Mobility Scenarios in Internet of Things 



Waqas Mehmood

Sentiment Analysis for Feedback in Formal & Informal Learning using Social Media



Irfan Bari

Application of Semantic SEO in E-Commerce based Web Application using Meta Tags



Salasar Babu

Analysis of Micro Data Based Semantic Search on a Woo-commerce Web Product 



Muhammad Usman

Machine Learning Based Decision Support System for Admission test score Prediction



Kanwal Mumtaz

A Framework for Blended Learning with Augmented Reality (BLAR) to Enhance Student




Muhammad Tahir Mehmood

An IoT Based Framework for Green Transmission and Processing of Videos for Smart Cities Paradigm 



Muhammad Ali

Research & Implementation of High Performance Cloud Computation for Force Field  



Umer Farooq

Query Answering System for Online Learning Paradigm using Natural Language Processing (NLP) Tools


  1.  Latex Certificate

  2.  SDLC on industry Standard Certificate

  3.  Bioinformatics Workshop: Hand on Training on Biological Data using R

  4.  SPSS Training at Lahore


  1. Umair Khadam:   Secure Digital Text Watermarking 
  2. Abid Ali:               Task Scheduling Technique in Mobile Cloud Computing



  1. Habib Akbar:               Symmetry detection in real word Data
  2. Muhammad Usman:   Cyber Security improvement using Machine Learning
  3. Afshan Ahmed:           Data and Network Security Techniques Optimization
  4. Qamar Usman Bhatti: Blockchain Implementation in Wireless networks
  5. Usman Khalid:             Trust management access in Blockchain Techniques for Healthcare

Research Group:

                     Innovative Tool and Technologies

 Universities in Collaboration:

  1. University of Engineering and Technology, Taxila
  2. COMSATS UNiveristy, Sahiwal Campus
  3. The University of Faisalabad
  4. Northwestern Polytechnical University, Xi'an, P.R. China
  5. Manchester Metropolitan University.




Dr. Muhammad Munwar Iqbal

Assistant Professor

Director Under-Graduate Studies,

Department of Computer Science

University of Engineering and Technology, Taxila



Associate Professor

School of Software and Microelectronics

Northwestern Polytechnical University, Xi'an, P.R. China

[email protected]

Dr. Syed Aziz Shah,

Assistant Professor / Lecturer

Room E141, John Dalton Building,

Department of Computing and Mathematics,

Faculty of Science & Engineering,

Manchester Metropolitan University.

Email: [email protected]


Dr. Sohail Jabbar

Associate Professor

Department of Computational Sciences,

Associate Dean (Faculty of Information Technology) and Director ORIC

The University of Faisalabad


Dr. Muhammmad Farhan

Assistant Professor

Department of Computer Sciences

COMSATS University, Shaiwl Campus