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Machine Learning & Artificial Intelligence Researcher

Prof. Dr.Muhammad Mansoor Alam

Professor of Computer Science
Faculty of Computing, Riphah International University, Islamabad, Pakistan

Research in Machine Learning & Artificial Intelligence, Systems & Software Engineering, Computer Vision & Image Processing, Embedded Systems, Wireless Networks & IoT, Intelligent Decision Support Systems

Professor of Computer Science at Riphah International University, Islamabad, and an HEC Approved Supervisor. His research spans machine learning and artificial intelligence, intelligent decision support, computer vision, software-defined and wireless networks, and IoT — with more than 300 research articles across journals, book chapters and conferences.

Portrait of Prof. Dr. Muhammad Mansoor Alam
  • 175Publications
  • 8,177Citations
  • 38h-index
  • 117i10-index

Biography

About

Prof. Dr. Muhammad Mansoor Alam is a Professor of Computer Science in the Faculty of Computing at Riphah International University, Islamabad. He is also a Visiting Professor in the Faculty of Engineering and Information Technology at the University of Technology Sydney, Australia, and an Adjunct Professor in the Faculty of Computing & Informatics at Multimedia University, Cyberjaya, Malaysia, where he supervises post-doctoral researchers.

He earned his Ph.D. in Computer Science from the Laboratoire Informatique, Image et Interaction (L3i), Université de La Rochelle, France, with the distinction Très Honorable, and a second Ph.D. in Electrical and Electronics Engineering from Universiti Kuala Lumpur, Malaysia, on error-corrected location determination in outdoor wireless environments. He later completed a post-doctorate at Universiti Kuala Lumpur on machine learning approaches for efficient prediction and decision making. His earlier studies include an MS in Information Systems from the University of Reading, England, and an M.Sc in Computer Science from Preston University, Pakistan.

His academic career spans Pakistan, Malaysia, Saudi Arabia, Australia and online programmes in the United States. He has served as Dean and Associate Dean of the College of Computer Science and Information Systems at the Institute of Business Management (IoBM), Karachi, Associate Professor and research-cluster head at Saudi Electronic University, and Senior Lecturer at Universiti Kuala Lumpur. He is a recipient of an NRPU research grant (2022), serves as an Editor of International Transactions on Electrical Energy Systems, and reviews for the HEC Quality Assurance Agency.

Qualifications

Academic Profile

  1. [Information to be added]

    Post-Doctorate

    Universiti Kuala Lumpur, Kuala Lumpur, Malaysia

    Research: Machine Learning Approaches for Efficient Prediction and Decision Making

  2. [Information to be added]

    Ph.D. (Electrical and Electronics Engineering) — Dual Ph.D.

    Universiti Kuala Lumpur, Kuala Lumpur, Malaysia

    Thesis: Error corrected location determination in an outdoor wireless environment by using estimation, filtering, prediction and fusion techniques — a Wi-Fi application using terrain-based knowledge

  3. 2010

    Ph.D. (Computer Science)

    Université de La Rochelle, France — Laboratoire Informatique, Image et Interaction (L3i)

    Awarded with the distinction Très Honorable

    Read the thesis
  4. 2002

    MS (Information Systems)

    University of Reading, England

    Thesis: Platform for Interactive Network Games · 1st Division · Scholarship: ENST & French Telecom

  5. 1998

    M.Sc (Computer Science)

    Preston University, Pakistan

    Second position in M.Sc Computer Science

  6. 1995

    B.Sc (Computer Science)

    University of the Punjab, Pakistan

Areas of inquiry

Research

Machine Learning & Artificial Intelligence

Supervised learning, neural networks and ensemble methods applied to prediction problems — from disease classification and sentiment analysis to flash-flood forecasting, renewable-energy systems and the role of AI in education.

Deep learningSVM & ensemblesSentiment analysisPredictive analyticsAI in education

16 listed publications

Systems & Software Engineering

Risk prediction and management in global software development, fault tolerance and load balancing in cloud computing, and reliable, AI-driven load balancing for software-defined networks.

Global software developmentCloud computingSoftware-defined networkingFault toleranceLoad balancing

14 listed publications

Computer Vision & Image Processing

Robot vision, reverse image search, X-ray image enhancement, face-mask detection and aerial-imagery analysis for precision agriculture, combining classical local features with deep convolutional models.

Robot visionImage enhancementAerial imageryCNNsImage retrieval

8 listed publications

Embedded Systems, Wireless Networks & IoT

Anomaly detection in IoT/MQTT networks, 5G resource allocation and LoRa, energy-efficient heterogeneous networks, RFID and WSN systems, dielectric-resonator antenna design, and wireless location estimation.

IoT & MQTT5G networksAntenna designRFID & WSNLocation estimation

21 listed publications

Intelligent Decision Support Systems

Decision support for healthcare, agriculture and business — survivability prediction, explainable AI in healthcare, smart-agriculture monitoring and control, and machine-learning risk models for firms.

Clinical decision supportExplainable AISmart agricultureRisk modelling

8 listed publications

Publications per research area

Based on the selected publications listed on this page; an article may belong to more than one area.

Machine Learning & Artificial Intelligence
Systems & Software Engineering
Computer Vision & Image Processing
Embedded Systems, Wireless Networks & IoT
Intelligent Decision Support Systems

Scholarly output

Publications

175
Total publications
67
Journal articles listed
[Information to be added]
Conference papers
8,177
Citations
38
h-index
117
i10-index

Source: Total publications, citations, h-index and i10-index as reported on the Riphah International University faculty profile (retrieved September 2026). Journal count = selected journal articles listed on this page, from the CV. The CV reports 300+ research outputs in total. Please re-check against Google Scholar before launch. (as of September 2026)

Showing 15 of 67 matching publications.

  1. 2024

    A Systematic Literature Review of Machine Learning and Deep Learning Approaches for Spectral Image Classification in Agricultural Applications Using Aerial Photography

    Usman Khan, Muhammad Khalid Khan, Muhammad Ayub Latif, Muhammad Naveed, Muhammad Mansoor Alam, Salman A. Khan, Mazliham Mohd Su'ud

    Computers, Materials & Continua, vol. 78, no. 3

  2. 2024

    A Deep Dive into Robot Vision — An Integrative Systematic Literature Review Methodologies and Research Endeavor Practices

    Saima Sultana, Muhammad Mansoor Alam, Mazliham Mohd Su'ud, Jawahir Che Mustapha, Mukesh Prasad

    ACM Computing Surveys

  3. 2024

    Realtime Feature Engineering for Anomaly Detection in IoT Based MQTT Networks

    Imran, Megat F. Zuhairi, Syed Mubashir Ali, Zeeshan Shahid, Muhammad Mansoor Alam, Mazliham Mohd Su'ud

    IEEE Access

  4. 2024

    Optimizing Energy Efficiency in Heterogeneous Networks: An Integrated Stochastic Geometry Approach with Novel Sleep Mode Strategies and QoS Framework

    Amna Shabbir, Safdar Rizvi, Muhammad Mansoor Alam, Faizan Shirazi, Mazliham Mohd Su'ud

    PLOS ONE

  5. 2024

    Design and Optimization of Nonlinear Component of Block Cipher: Applications to Multimedia Security

    Adil Waheed, Fazli Subhan, Mazliham Mohd Su'ud, Muhammad Mansoor Alam, Sajjad Haider

    Ain Shams Engineering Journal, vol. 15, no. 3, 102507

    Q1 · IF 6.0
  6. 2024

    Sentiment Analysis Using Support Vector Machine and Random Forest

    Talha Ahmed Khan, Rehan Sadiq, Zeeshan Shahid, Muhammad Mansoor Alam, Mazliham Bin Mohd Su'ud

    Journal of Informatics and Web Engineering, vol. 3, no. 1

  7. 2023

    Self-Socio Adaptive Reliable Particle Swarm Optimization Load Balancing in Software-Defined Networking

    Mohammad Riyaz Belgaum, Shahrulniza Musa, Fuead Ali, Muhammad Mansoor Alam, Zainab Alansari, Safeeullah Soomro, Mazliham Mohd Su'ud

    IEEE Access, vol. 11

  8. 2023

    Reverse Image Search for Collage: A Novel Local Feature-Based Framework

    Muhammad Zubair, Affan Alim, Imran Naseem, Muhammad Mansoor Alam, Mazliham Mohd Su'ud

    IEEE Access, vol. 11

  9. 2023

    A Novel Hybrid Framework to Enhance Dual-Energy X-Ray Images

    Burhan Ullah, Aurangzeb Khan, Said Khalid Shah, Mazliham Mohd Su'ud, Muhammad Mansoor Alam, Mahmood Alam

    Journal of Sensors

  10. 2022

    Rice Crop Counting Using Aerial Imagery and GIS for the Assessment of Soil Health to Increase Crop Yield

    Syeda Iqra Hassan, Muhammad Mansoor Alam, Muhammad Yousuf Irfan Zia, Muhammad Rashid, Usman Illahi, Mazliham Mohd Su'ud

    Sensors (MDPI)

    Q1
  11. 2022

    Cardiovascular and Diabetes Diseases Classification Using Ensemble Stacking Classifiers with SVM as a Meta Classifier

    Asfandyar Khan, Abdullah Khan, Muhammad Muntazir Khan, Kamran Farid, Muhammad Mansoor Alam, Mazliham Bin Mohd Su'ud

    Diagnostics (MDPI)

    Q1
  12. 2022

    Energy Management Systems Using Smart Grids: An Exhaustive Parametric Comprehensive Analysis of Existing Trends, Significance, Opportunities, and Challenges

    Nitasha Khan, Zeeshan Shahid, Muhammad Mansoor Alam, Aznida Abu Bakar Sajak, M. S. Mazliham, Talha Ahmed Khan, Syed Safdar Ali Rizvi

    International Transactions on Electrical Energy Systems (Hindawi)

    Q2
  13. 2022

    Analysis of Risk Factors in Global Software Development: A Cross-Continental Study Using Modified Firefly Algorithm

    Asim Iftikhar, Syed Mubashir Ali, Muhammad Mansoor Alam, Shahrulniza Musa, Mazliham Mohd Su'ud

    Computational Intelligence and Neuroscience

  14. 2022

    Predicting Risk through Artificial Intelligence Based on Machine Learning Algorithms: A Case of Pakistani Nonfinancial Firms

    Shamsa Khalid, Muhammad Anees Khan, M. S. Mazliham, Muhammad Mansoor Alam, Nida Aman, Muhammad Tanvir Taj, Rija Zaka, Muhammad Jehangir

    Complexity

  15. 2022

    A Deep Neural Network Model for the Detection and Classification of Emotions from Textual Content

    Muhammad Zubair Asghar, Adidah Lajis, Muhammad Mansoor Alam, Mohd Khairil Rahmat, Haidawati Mohamad Nasir, Hussain Ahmad, Mabrook S. Al-Rakhami, Atif Al-Amri, Fahad R. Albogamy

    Complexity

Funded & doctoral research

Projects

NRPU Research Grant — project title [Information to be added]

Research project funded under an NRPU grant awarded in 2022 with a value of 9.34 million, as listed on the CV. Project title, scope and outputs: [Information to be added].

Role
[Information to be added]
Funding
NRPU Grant (2022) — 9.34 million
Duration
2022 – [Information to be added]
Area
[Information to be added]
Collaborators
[Information to be added]

Error-Corrected Location Determination in Outdoor Wi-Fi Environments

Completed

Doctoral research on estimation, filtering, prediction and fusion techniques, using terrain-based knowledge, to correct location errors of wireless nodes outdoors. The work was used by Tabung Haji Malaysia to facilitate pilgrims, and was covered by the Malaysian newspapers Berita Harian and Mingguan Malaysia (6–7 October 2012).

Role
Doctoral researcher
Funding
[Information to be added]
Duration
[Information to be added]
Area
Wireless networks & location estimation
Collaborators
[Information to be added]
Outputs
J43

Short Term Research Grant — Universiti Kuala Lumpur

Completed

Short Term Research Grant awarded by Universiti Kuala Lumpur. Project title and outputs: [Information to be added].

Role
[Information to be added]
Funding
Universiti Kuala Lumpur
Duration
Sept 2009 – Nov 2011
Area
[Information to be added]
Collaborators
[Information to be added]

PING — Platform for Interactive Network Games

Completed

Research scholarship under the PING project, sponsored by French Telecom, which formed the basis of the MS (Information Systems) thesis “Platform for Interactive Network Games” at the University of Reading.

Role
Research scholar (MS thesis)
Funding
French Telecom (research scholarship); ENST & French Telecom (MS scholarship)
Duration
Mar 2000 – Feb 2002
Area
Networked interactive games
Collaborators
[Information to be added]

Machine Learning Approaches for Efficient Prediction and Decision Making

Completed

Post-doctoral research programme at Universiti Kuala Lumpur on machine-learning methods for prediction and decision support.

Role
Post-doctoral researcher
Funding
[Information to be added]
Duration
[Information to be added]
Area
Machine Learning & Decision Support
Collaborators
[Information to be added]

Career

Experience

  1. Sept 2021 – PresentCurrent

    Professor of Computer Science

    Riphah International University

    Faculty of Computing · Islamabad, Pakistan

    • HEC Approved Supervisor
    • Teaching and supervision duties: [Information to be added]
  2. Jan 2022 – Present

    Visiting Professor

    University of Technology Sydney

    Faculty of Engineering and Information Technology · Sydney, Australia

  3. Feb 2022 – Present

    Adjunct Professor

    Multimedia University

    Faculty of Computing & Informatics · Cyberjaya, Malaysia

    • Supervising 7 post-doctoral researchers (funded positions: publication fee, training and material covered)
  4. Sept 2013 – Present

    Adjunct Professor (Computer Science) & MS/PhD Supervisor

    Universiti Kuala Lumpur

    Kuala Lumpur, Malaysia

    • Adjunct Professor (Computer Science), Dec 2017 – Nov 2021
    • Supervisor, MS/PhD, Sept 2013 – present
  5. May 2016 – Aug 2021

    Professor of Computer Science

    Institute of Business Management (IoBM)

    College of Computer Science and Information Systems · Karachi, Pakistan

    • Dean, College of Computer Science and Information Systems (Feb 2021 – Aug 2021)
    • Associate Dean, College of Computer Science and Information Systems (May 2019 – Jan 2021)
    • Acting Director, OGS — research head (Sept 2020 – Dec 2020)
    • Head of Department, Computer Science & MIS (May 2019 – Aug 2021)
    • Head of Department, Mathematics & Statistics (May 2019 – Sept 2020)
    • Operational Head of online teaching and training via LMS during COVID-19
    • Associate Professor, College of Computer Science & Information Systems and College of Engineering and Sciences (dates: [Information to be added])
  6. Aug 2013 – June 2016

    [Information to be added]

    Laureate Online Education (Colorado State University)

    United States (online)

  7. Aug 2013 – July 2016

    Associate Professor / Assistant Professor

    Saudi Electronic University

    College of Computing and Informatics · Kingdom of Saudi Arabia

    • Associate Professor, Jan 2015 – July 2016
    • Assistant Professor, Aug 2013 – Jan 2015
    • Research Cluster Head: Telecommunication and Networks cluster
    • Course Coordinator of the undergraduate programme
    • Course Coordinator of MSIS (Aug 2015 – July 2016)
    • Chairman, Online Teaching and Faculty Development Committee
  8. Dec 2008 – Aug 2013

    Senior Lecturer

    Universiti Kuala Lumpur

    Malaysian Institute of Information Technology (MIIT) · Kuala Lumpur, Malaysia

    • Research Cluster Head: Machine Learning research team
    • Instructor, 3-month CISCO training programme at AMA University, Manama, Bahrain (May 2013 – July 2013)
  9. [Information to be added]

    Visiting Faculty

    Multiple institutions

    Pakistan, Malaysia, Hong Kong, Saudi Arabia, Australia

    • NU FAST Karachi; SZABIST Karachi
    • Open University Hong Kong; Open University Malaysia
    • Universiti Kuala Lumpur (UniKL MIIT and UniKL MFI); Universiti Malaysia Pahang; Multimedia University, Malaysia
    • Umm Al-Qura University and King Abdullah University of Science and Technology, KSA
    • University of Technology Sydney, Australia
  10. [Information to be added]

    Editorial, Review & Professional Service

    Journals, HEC and professional societies

    • Editor, International Transactions on Electrical Energy Systems
    • Reviewer, QAA — Higher Education Commission (HEC), Pakistan
    • Reviewer for 4 impact-factor journals
    • Member: International Association of Engineers (IAENG); Society of Digital Information and Wireless Communication (SDIWC); International Association of Computer Science and Information Technology (IACSIT)

Recognition

Awards & Achievements

2022

NRPU Research Grant

NRPU

Research funding of 9.34 million.

[Information to be added]

Research Recognised at the 9th Convocation of Universiti Kuala Lumpur

Universiti Kuala Lumpur

Invited to lunch with His Highness Tengku Abdullah ibni Sultan Ahmad Shah during the 9th Convocation for state-of-the-art research work, which was used by Tabung Haji Malaysia to facilitate pilgrims.

2012

National Press Coverage of Research

Berita Harian and Mingguan Malaysia

Full story about the research published on 6 and 7 October 2012.

[Information to be added]

Ph.D. awarded “Très Honorable” (Gold Medal)

Université de La Rochelle, France

Doctorate in Computer Science awarded with the distinction Très Honorable.

2010 – 2011

Graduate Assistance Scholarship

Universiti Kuala Lumpur

April 2010 – November 2011.

2009 – 2011

Short Term Research Grant

Universiti Kuala Lumpur

September 2009 – November 2011.

2000 – 2002

Research Scholarship — Project PING

French Telecom

March 2000 – February 2002.

[Information to be added]

Second Position, M.Sc Computer Science

Preston University, Pakistan

Credentials & training

Certifications

  • CCNA and CCAI (Cisco Certified Academy Instructor)

    Cisco

  • GPS Certification

    [Information to be added]

  • Windows NT (Server and Workstation) Certification

    [Information to be added]

  • Strategies for Teaching in a Blended Learning Environment

    Franklin University, USA

  • Qualified Supervisor (PhD / M.Sc)

    Universiti Malaysia Pahang, Malaysia

  • Interviewer and Interviewee (HR Training)

    [Information to be added]

Capabilities

Skills & Expertise

Research

  • Machine learning & artificial intelligence
  • Intelligent decision support systems
  • Computer vision & image processing
  • Systems & software engineering
  • Embedded systems & IoT
  • Systematic literature reviews

Technical

  • Neural networks & deep learning
  • SVM, k-NN & ensemble classifiers
  • Swarm & nature-inspired optimisation (PSO, firefly, cuckoo search)
  • Software-defined & cloud networking
  • Wireless location estimation & data fusion
  • Cisco networking (CCNA / CCAI)

Teaching & Supervision

  • MS / PhD supervision (HEC Approved Supervisor)
  • Post-doctoral research supervision
  • Blended & online teaching via LMS
  • Programme & course coordination
  • Faculty development

Professional

  • Academic leadership — Dean, Associate Dean, Head of Department
  • Research-cluster leadership
  • Journal editing & peer review
  • HEC QAA review
  • International academic collaboration

Get in touch

Contact

Address

Riphah International University, I-14/3, Islamabad, Pakistan

Office

[Information to be added]