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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 092-321-4502399
Fax No 051- 9047420
Email [email protected]

ACADEMIC QUALIFICATION
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

[1]. Umair Khadam, Muhammad Munwar Iqbal, Muhammad Awais Azam, Shehzad Khalid, Seungmin Rho, Naveen Chilamkurti, "Digital Watermarking Technique for Text Document Protection using Data Mining Analysis.", IEEE Access (Accepted Impact Factor 3.53)
[2]. Sayed Qaiser Ali Shah, Farrukh Zeeshan Khan, Adeel Baig, Muhammad Munwar Iqbal, “A QoS for Real-Time Application in Wireless Network Using SDN” Wireless Personal Communication (Accepted Impact Factor 1.53)
[3]. Farhan, Muhammad, Sohail Jabbar, Muhammad Aslam, Awais Ahmad, Muhammad Munwar Iqbal, Murad Khan, and Martinez-Enriquez Ana Maria. "A real-time data mining approach for interaction analytics assessment: IoT based student interaction framework." International Journal of Parallel Programming 46, no. 5 (2018): 886-903. (Impact Factor 1.53)
[4]. 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)
[5]. Ghulam Shabbir, Adeel Akram, Muhammad Munwar Iqbal, “Network Performance Enhancement of Multi-Sink Enabled Low Power Lossy Networks in SDN Based Internet of Things” (Accepted Impact Factor 1.53)
[6]. Muhammad Munwar Iqbal, Muhammad Ali, Mai Alfawair, Ahsan Lateef, Abid Ali Minhas, Abdulaziz Al Mazyad, Kashif Naseer “Augmenting High-Performance Mobile Cloud Computations for Big Data in AMBER” Wireless Communications and Mobile Computing 2018 (2018). (Accepted Impact Factor: 1.98)
[7]. Muhamad Munwar Iqbal, Muhammad Tahir Mehmood, Sohail Jabbar, Shehzad Khalid, Awais Ahmad, Gwanggil Jeon, “An enhanced framework for multimedia data: Green transmission and portrayal for smart traffic system” Computers & Electrical Engineering 67 (2018): 291-308. (Impact Factor 1.747)
[8]. Muhammad Munwar Iqbal, Muhammad Farhan, Sohail Jabba, Yasir Saleem, Shehzad Khalid, “Multimedia Based Iot-Centric Smart Framework for Elearning Paradigm” Multimedia Tools and Applications, pp. 1-20. (Impact Factor 1.541)
[9]. Muhammad Farhan, Sohail Jabbar, Muhammad Aslam, Awais Ahmad, Muhammad Munwar Iqbal et al. “A Real-Time Data Mining Approach for Interaction Analytics Assessment: IoT Based Student Interaction Framework” International Journal of Parallel Programming 2017, pp. 1-18. (Impact Factor1.156)
[10]. M. M. Iqbal, Y. Saleem, K. Naseer, and M. Kim, "Multimedia based student-teacher smart interaction framework using multi-agents in eLearning," Multimedia Tools and Applications, pp. 1-24, 2017. (Impact Factor 1.53)
[11]. M. Usman, M. M. Iqbal, Z. Iqbal, M. U. Chaudhry, M. Farhan, and M. Ashraf, "E-Assessment and Computer-Aided Prediction Methodology for Student Admission Test Score," Eurasia Journal of Mathematics, Science and Technology Education, vol. 13, pp. 5499-5517, 2017. (Impact Factor 0.93) Modestum,
[12]. K. Mumtaz, M. M. Iqbal, S. Khalid, T. Rafiq, S. M. Owais, and M. Al Achhab, "An E-Assessment Framework for Blended Learning with Augmented Reality to Enhance the Student Learning," Eurasia Journal of Mathematics, Science and Technology Education, vol. 13, pp. 4419-4436, 2017. (Impact Factor 0.93)
[13]. M. M. Iqbal, Yasir Saleem, “Delay Assessment Framework for Automated Question-Answering System: An Approach for eLearning Paradigm”, Eurasia J Math Sci T. (Impact Factor 0.93).
[14]. Yasir Saleem, M. M. Iqbal, ET. AL. High Security and Privacy in Cloud Computing Paradigm through Single Sign On. Life Sci J 2012; 9(4): pp. 627-636 (ISI indexed Impact factor: 0.158)
[15]. Abdul Ghafar, Nouman Shah, Muhammad Munwar Iqbal, “Gender recognition for Urdu language speakers using Composite and Multi-Layer Feature approaches with fuzzy logic”, Technical Journal: Vol 24 No 02 (2019)
[16]. Zahid Ullah, Su-Hyun Lee, Muhammad Naeem Ahmed Khan, Muhammad Fayaz, Muhammad Munwar Iqbal, “Features Reductions Using Color Moments and Classification of Brain MRI Using K-NN”, Technical Journal: Vol 23 No 04 (2018)
[17]. Ayesha Tahir, Imran Mumtaz, Mudassar Ahmed, Muhammad Munwar Iqbal, Muhammad Tahir Mehmood, “Comparison of OLSR and DSDV Routing Protocols in Wireless Sensor Network by Using NS-2”, Technical Journal: Vol 23 No 04 (2018)
[18]. Shamas Imran, Muhammad Usman Ghani Khan, Muhammad Idrees, Iqra Muneer, Muhammad Munwar Iqbal, “An Enhanced Framework for Extrinsic Plagiarism Avoidance for Research Article” , Technical Journal: Vol 23 No 01 (2018)
[19]. M. Farhan, Muhammad Aslam, Muhammad Munwar Iqbal, “Assessment Model to Measure the Performance and Behavior in eLearning based Universities”, Technical Journal UET Taxila, 21(3),p. 85 (Apr-Jun, 2016) (HEC Y Category Journal)
[20]. K. R. Malik, T. Ahmad, M. M. Iqbal., “Data Mapping for Transformation from RDB Schema to RDF Schema”, Technical Journal, vol 20(3), pp. 99-105, 2015
[21]. M. Farhan, M. Aslam, Muhammad Munwar Iqbal et. al., “Assessment Framework for Student Experience and Teaching Performance in eLearning”, Science International, (Accepted) (HEC Y Category Journal & ISI Indexed Journal)
[22]. M. Farhan, R. Zahra, Muhammad Munwar Iqbal, et. al., Extracting parameters from e-feedback text data based on keyword based parsing in eLearning environment, Science International, 26(3), pp 1395-1402, 2014, (HEC Y Category Journal & ISI Indexed Journal)
[23]. 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, pp 1090-1098
[24]. Khan M. A, Iqbal M. M, Ubaid F, Amin R, Ismail A. Scalable and Secure Network Storage in Cloud Computing. International Journal of Computer Science and Information Security.;14(4), pp 545-551, 2016.
[25]. Asim Naveed, Muhammad Usman Younus, Muhammad Munwar Iqbal, "Design and Implementation of a Mobile Based Gate Passing Detection Method", "Science International (Lahore)",27(4), 3397-3401, December,2015
[26]. Yasir Saleem, Mudassir Farooqi, Samra Tariq, Muhammad Munwar Iqbal, "A New Prospective of Entrepreneurial Skills under the Talent Parasol", "Science International (Lahore)", Vol.27 (5), 4561-4564, October, 2015
[27]. Rashid Amin, Muhammad Munwar Iqbal, Mudassar Hussain, Zeshan Iqbal, Naeema Saleem, "A Cloud Based GIS Application Framework to Analyze Road Accidents Using Windows Azure", International Journal of Computer Science and Information Security (IJCSIS), Vol. 14, No. 1, pp. 38-44. January, 2016,
[28]. Zain-Ul-Abidin, Muhammad Farhan, Muhammad Munwar Iqbal, Muhammad Rehan Naeem, "Analysis of Video Lecture’s Images for the Compression Formats Support for the Students in Elearning Paradigm", "Science International (Lahore)”, Vol. 27(2), 1171-1176, March, 2015
[29]. Irfan Bari, Salaser Babu, Muhammad Munwar Iqbal, Yasir Saleem, Zahid Ali Masood, “Cost and Performance Based Comparative Study of Top Cloud Service Providers”, International Journal of Computer Science and Information Security, 13(12), pp. 172-177, 2015.
[30]. Muhammad Umar Chaudhry, Yasir Saleem, Muhammad Munwar Iqbal, Muhammad Yasir “User Privacy Protection in Online Social Networks: Secure File Sharing On Facebook” Science International (Lahore), Vol. 27(2), 1395-1401, 2015.
[31]. Asim Naveed, Yasir Saleem, Nisar Ahmed, Aasia Rafiq, Muhammad Munwar Iqbal, Performance Evaluation and Watermark Security Assessment of Digital Watermarking Techniques, Sci. Int. (Lahore), 27(2), 1271-1276, 2015.
[32]. Ejaz Hasan, Muhammad Munwar Iqbal, Qaiser Rasool Azeemi, Ashir Javed, An Online Punjabi Shahmukhi Lexical Resource, Sci. Int. (Lahore),27(3),2529-2535, 2015
[33]. Nisar Ahmed, Asim Naveed, Muhammad Usman Younus, Muhammad Munwar Iqbal., Design and Implementation of a Mobile Based Gate Passing Detection Method,. Sci. Int. (Lahore), 27(4), 3397-3401, 2015
[34]. Muhammad Munwar Iqbal, and Et al., “Personalization with Agent in Elearning Framework”, Sci. Int. (Lahore), 27(1), 2541-2543, 2015
[35]. Kaleem Razzaq Malik, Muhammad Umar Chaudhry, Muhammad Munwar Iqbal, and Et al., “Data Security and Privacy in Cloud Computing: Threat Level Indications”, Sci.Int (Lahore), Vol. 26(5), pp. 1991-1996, 2014.
[36]. Muhammad Munwar Iqbal, and Et al., “Automated Web-Bot Implementation using Machine Learning Techniques in eLearning Paradigm”, J. Appl. Environ. Biol. Sci., 4(7S) pp. 90-98, 2014.
[37]. Muhammad Asif, Muhammad Munwar Iqbal, and Et al., “Securing the Message Passing in Inter- Process Communication of A Microkernel”, Sci.Int (Lahore), Vol. 26(5), pp. 2103-2106, 2014.
[38]. Kanwar Abrar ahmad, Muhammad Munwar Iqbal, and Et al., “Error Detection and Correction in NLP using Finite State Automata: Urdu Text Processing”, Sci. Int (Lahore), Vol. 26(4), pp. 1883-1886, 2014.
[39]. Muhammad Munwar Iqbal, and Et al., “Role of Virtual Machine in Multikernel Operating System”, Sci.Int. (Lahore),26(5),2111-2116 ,2014.
[40]. Muhammad Munwar Iqbal, and Et al., Green Computing through increasing Cache Size and Turbo Boost Sci.Int.(Lahore),26(4),1481-1487,2014.
[41]. Absar Ullah Khan, Zain Shabbir, Aun Irtaza, Muhammad Munwar Iqbal., “Gender Recognition from Faces using Bandlet Transformation. Sci.Int. (Lahore), Vol. 26(5), pp. 2057-2062, 2014.
[42]. Suhail Kazi, Muhammad Munwar Iqbal, and Et al., “Communication Metrics for Signal Processing Design Sponsors”, Sci.Int. (Lahore), Vol. 26(5), pp. 2153-2156, 2014.
[43]. Muhammad Saqib Javed and Muhammad Munwar Iqbal, Dual Image Encryption and Decryption using Cellular Automata and Blowfish Algorithm: SCIENCE INTERNATIONAL, Vol. 26(3), 2014. pp. 1039-1043.
[44]. Muhammad Munwar Iqbal and Et al., “Stability Analysis and Proposed Solution for Networked Control System”, Science International, Vol. 26(2), 2014. pp. 643-648.
[45]. Muhammad Munwar Iqbal and Et al., “Dynamic Web-Frame Design Model for Developing Web Applications”, Science International, Vol. 26(2), 2014. pp. 785-790.
[46]. Suhail Kazi, Yasir Saleem, Mujtaba H. Jaffery Hafiz Muhammad Falak Sher, Muhammad Munwar Iqbal, “Speech Text Synthesis: Variations of Pitch and Duration Are Investigated Using Matlab”, Science International Vol. 25 (3), 2013. pp. 483-486.
[47]. Suhail Kazi, Muhammad Salman Bashir, Muhammad Munwar Iqbal, ET. AL. “Requirement Change Management in Agile Offshore Development (RCMAOD) “Science International Vol., 26(1), pp. 131-138, 2014.
[48]. 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, vol., no., pp.63-65, Oct. 27 2012-Nov. 4 2012 doi:10.1109/MICAI.2012.18[URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6387216&isnumber=6387211]
[49]. Muhammad Farhan, Adeel Ahmed, Muhammad Ramzan, Syed Raza Bashir, Muhammad Munwar Iqbal, “Reusable Open Source Software Component’s Life Cycle Management”, International Journal of Multidisciplinary Sciences and Engineering (IJMSE), Vol. 3, No. 4, April 2012.
[50]. Zill-e-Subhan, Robail Yasrab, Muhammad Farhan, Abdul Qahhar Mohsin, Muhammad Munwar Iqbal “Support for Goal Oriented Requirements Engineering in Elastic Cloud Applications”, International Journal of Computer Science and Network Security, VOL.13 No.4, April 2013, pp: 74-81.

 

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 (%):

11

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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

Lecturer

 

 

Co-Investigator Muhammad Ali

MSCS Scholar

UET Taxila

 

 

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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

Lecturer

     

Waqas Mehmood

MSc Scholar UET Taxila

     

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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

Designation

 
 

Dr. Muhammad Munwar Iqbal

Assistant Professor

 

Dr. Muhammad Javed Iqbal

Assistant Professor

 

Muhamad Tahir

MS Scholar

 

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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

Designation

Department Computer Science, UET, Taxila

01-09-2014

To date

Assistant Professor

Department Computer Science Virtual University of Pakistan

02-01-2006

29-08-2014

Teaching

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

01-04-2014

to date

Lecturer

Department Computer Science University of South Asia Arifwala campus, Arifwala

07-04-2014

01-09-2014

Lecturer 

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

07-09-2013

to date

Lecturer

Iqra Huffaz Boys Secondary School (Eng Medium) 17-km Ferozepur road Lahore

February 2003

December 2005

S.S.T

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)” http://www.softcomputing.org

[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. "http://www.springer.com/computer/information+systems+and+applications/journal/11042"

 

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

Courses:

  1. Advanced Engineering Mathematics

  2.  Information and Communication Technologies

  3.  Advance Operating System

  4.  Data Warehousing

  5.  Database Systems

  6.  Artificial Intelligence

  7.  Software Engineering-I

  8.  Software Engineering-II

  9.  Computer Architecture

  10. Design Patterns

  11. Data Mining

  12. HCI

Department/ University Designation
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/Instructor
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. AIOU 
  2. VU
  3. UOS

 

 

 

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

Conferences

[1].  Muhammad Munwar Iqbal, et al., "A Robust Digital Watermarking Algorithm for Text Document Copyright Protection based on Feature Coding". The International Wireless Communications & Mobile Computing Conference (IWCMC 2019), Tangier, Morocco; June 24 — 28, 2019

[2].  Muhammad Munwar Iqbal, et al., " Blockchain based secure academic record management technique for learners", National Conference on Emerging Trends and Challenges in Educational Assessment,  October 3-4, 2018.

[3].  Muhammad Munwar Iqbal, Yasir Saleem, Big Data Influences On ELearning, 3rd e-Learning and Distance Education Conference (ELDEC-16): Evolution, Challenges & Solutions, 14-15 March, 2016 Lahore, Pakistan.

[4].  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, pp 1090-1098.

[5].  M. Farhan, M. Munwar Iqbal, et al., Automated Reply to Students’ Questions in e-Learning Environment using Web-BOT, 11th Mexican International Conference on Artificial Intelligence, October 27 - November 4, 2012, San Luis Potosí, Mexico, IEEE Computer Society's Conference Publishing Services.

  1.  DICE at COMSATS Sahiwal Pakistan 

  2.  SPSS Training at Lahore

  3.  MUSHKO at Islamabad 

MS/MPhill Thesis Supervised:

 

  1. Machine Learning Based Decision Support System for Admission Prediction

  2. Query Answering System for Online Learning Paradigm using NLP Tools

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

  4. Research and Implementation of High-Performance Cloud Computing for Force Field Calculation

  5. A Framework for Blended Learning with Augmented Reality to enhance the Student Learning (BLAR)

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

  7. A Cloud-Based IoT Framework for Green Transmitting & Processing of Videos for Smart Cities

  8. Implementation of Microdata based Semantic Web on a Woo-commerce based E-commerce Store

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

  10. Application of Semantic Web in E-commerce based Web Applications using Microdata

  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

PHD Students:

  1. Umair Khadam, Secure Text Watermarking Using Hybrid Technique

  2. Habib Akbar: Symmetry detection in real word Images

  3. Muhammad Usman: Cyber Security improvement using Machine Learning

  4. Zahid Iqbal: Information Hiding techniques for Data Security

  5. Sami-Ullah: Detection of Anomaly from Data in Health Care domain

MS Thesis Students under Supervision:

  1. Hybrid Deep Learning Framework for Video Classification

  2. Hematological diseases diagnosing using machine learning

  3. Detection-Diagnosis of breast cancer using convolutional neural network

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

  5. Blockchain-based framework for user-centric data sharing in Health care

  6. Topic trend detection and analysis in social web

  7. Sentiment analysis of Urdu tweets Using Text Mining Techniques and Semantic Resources

 

  • SMART TECHNOLOGIES RESEARCH GROUP