| QUALIFICATION |
| DEGREE |
PASSING YEAR |
MAJORS |
UNIVERSITY |
| M.Sc. in Computer Science |
2000 |
- |
University of Agriculture Faisalabad, Pakistan |
| MS in Knowledge Extraction from Data |
2009 |
Data Science |
School of Engineering Nantes (Ecole Polytechnique de l’Universit´e de Nantes), France |
| Doctor of Philosophy in Computer Science |
2013 |
Data Science, Artificial Intelligence |
School of Engineering Nantes (Ecole Polytechnique de l’Universit´e de Nantes), France |
| TEACHING EXPERIENCE |
| DESIGNATION |
FROM |
TO |
ORGANIZATION |
| Chair, Department of Creative Technologies, Department of Computer Games Development |
01-Jan-2019 |
Present |
Air University |
| Lab for National Center for Excellence in Swarm Robotics (Rs. 79 Millions) Co-PI,July 2018 – June2021 |
01-Jul-2018 |
01-Jun-2021 |
HEC National Center for Robotics & Automation Lab of Rs. 79 Millions funding |
| Intelligent DarkWeb Analysis for Detecting Cybercrimes using Machine Learning PI |
01-Feb-2021 |
01-Dec-2022 |
HEC Research Fund of Rs. 14.92 Millions |
| Lecturer |
01-Mar-2005 |
01-Feb-2014 |
Balochistan University of IT, Engineering & MS, Quetta |
| Research assistant |
01-Jan-2009 |
01-Jan-2013 |
Knowledge and Decision Team, LINA, Nantes, France |
| Assistant Professor & HoD of Software Engineering |
01-Mar-2014 |
01-Nov-2019 |
Sir Syed CASE Institute of Technology, Islamabad |
| Senior Researcher |
01-Jan-2014 |
01-Jan-2015 |
ICT R&D Funded Project on Telemedicine, CASE, ISB |
| VFM |
01-Jan-2018 |
01-Jan-2019 |
Bahria University, Islamabad |
| VFM |
01-Jan-2017 |
01-Jan-2019 |
NUST: School of Electrical Engineering and Computer Science (SEECS) |
| Assistant Professor & Chair Department, Associate Professor & Chair Department of Computer Games Development, Associate Professor & Chair Department of Creative Technologies |
01-Nov-2019 |
01-Jan-2024 |
Air University, Islamabad |
| Full Professor, Department of Computer Science |
01-Jan-2024 |
Present |
Bahria University H-11, Campus Islamabad |
| PUBLICATIONS |
| Books and Reports |
| 1 |
Ali Waqas, Abdul Khaliq, Muhammad Saleem, and Amanullah Yasin. “An Intelligent Timestamp Data
Manipulation Methodology for Customer Level Resource Efficient Short-term Electric Load Forecasting”. In:
International Journal of Data Analysis Techniques and Strategies 15.3 (2023), p. 1. doi:
10.1504/ijdats.2023.10054999.
|
|
| International Conferences |
| Journal Publications |
| 1 |
Muhammad Adnan Aslam, Fiza Murtaza, Muhammad Ehatisham Ul Haq, Amanullah Yasin, and Numan Ali.
“SAPEx-D: A Comprehensive Dataset for Predictive Analytics in Personalized Education Using Machine
Learning”. In: Data 10.3 (2025). issn: 2306-5729. doi: 10.3390/data10030027. url:
https://www.mdpi.com/2306-5729/10/3/27.
|
|
| 2 |
Frnaz Akbar, Imran Taj, Syed Muhammad Usman, Ali Shariq Imran, Shehzad Khalid, Imran Ihsan,
Ammara Ali, and Amanullah Yasin. “Unlocking the potential of EEG in Alzheimer’s disease research: Current
status and pathways to precision detection”. In: Brain Research Bulletin 223 (2025), p. 111281. issn:
0361-9230. doi: https://doi.org/10.1016/j.brainresbull.2025.111281. url:
https://www.sciencedirect.com/science/article/pii/S0361923025000930. |
|
| 3 |
Muhammad Adnan Aslam, Fiza Murtaza, Muhammad Ehatisham Ul Haq, Amanullah Yasin, and
Muhammad Awais Azam. “A Human-Centered Approach to Academic Performance Prediction Using
Personality Factors in Educational AI”. In: Information 15.12 (2024). issn: 2078-2489. doi:
10.3390/info15120777. url: https://www.mdpi.com/2078-2489/15/12/777. |
|
| 4 |
Danish Hamid, Muhammad Ehatisham Ul Haq, Amanullah Yasin, Fiza Murtaza, and
Muhammad Awais Azam. “Enhancing Recognition of Human–Object Interaction from Visual Data Using
Egocentric Wearable Camera”. In: Future Internet 16.8 (2024). issn: 1999-5903. doi: 10.3390/fi16080269.
url: https://www.mdpi.com/1999-5903/16/8/269.
|
|
| 5 |
Ameer Hamza, Abdul Rehman Javed, Farkhund Iqbal, Amanullah Yasin, Gautam Srivastava, Dawid Po lap,
Thippa Reddy Gadekallu, and Zunera Jalil. “Multimodal Religiously Hateful Social Media Memes
Classification Based on Textual and Image Data”. In: ACM Trans. Asian Low-Resour. Lang. Inf. Process.
23.8 (Aug. 2024). issn: 2375-4699. doi: 10.1145/3623396. url: https://doi.org/10.1145/3623396. |
|
| 6 |
Ali Hassan, Azhar Imran, Aman Ullah Yasin, Muhammad Ahmad Waqas, and Rabeeha Fazal. “A
Multimodal Approach for Alzheimer’s Disease Detection and Classification Using Deep Learning”. In: Journal
of Computing & Biomedical Informatics 6.02 (Mar. 2024), pp. 441–450.
|
|
| 7 |
Amna Ikram, Azhar Imran, Jianqiang Li, Abdulaziz Alzubaidi, Safa Fahim, Amanullah Yasin, and
Hanaa Fathi. “A Systematic Review on Fundus Image-Based Diabetic Retinopathy Detection and Grading:
Current Status and Future Directions”. In: IEEE Access 12 (2024), pp. 96273–96303. issn: 2169-3536. doi:
10.1109/access.2024.3427394. |
|
| 8 |
Sajid Ur Rehman, Aman Ullah Yasin, Ehtisham Ul Haq, Moazzam Ali, Jungsuk Kim, and Asif Mehmood.
“Enhancing Human Activity Recognition through Integrated Multimodal Analysis: A Focus on RGB Imaging,
Skeletal Tracking, and Pose Estimation”. In: Sensors 24.14 (July 2024), p. 4646. issn: 1424-8220. doi:
10.3390/s24144646.
|
|
| 9 |
Usman Khan and AmanUllah Yasin. “Plane invariant segmentation of computed tomography images through
weighted cross entropy optimized conditional GANs in compressed formats”. In: Medical & Biological
Engineering & Computing ,, (2023), pp. 4217–4229. issn: 1741-0444. doi: 10.1007/s11517-023-02846-7. url:
https://doi.org/10.1007/s11517-023-02846-7 |
|
| 10 |
Usman Khan, Amanullah Yasin, Ahmed Jalal, and Muhammad Abid. “Achieving enhanced accuracy and
strength performance with parallel programming for invariant affine point cloud registration”. In: Multimedia
Tools and Applications 82.2 (2023), pp. 2587–2615. |
|
| 11 |
Muhammad Saad Salman, Ibrahim M. Almanjahie, AmanUllah Yasin, and Ammara Nawaz Cheema.
“BN-GEPSO: Learning Bayesian Network Structure Using Generalized Particle Swarm Optimization”. In:
Computers, Materials & Continua 75.2 (2023), pp. 4217–4229. issn: 1546-2226. doi:
10.32604/cmc.2023.034960. url: http://www.techscience.com/cmc/v75n2/52050.
|
|
| 12 |
Ahmed Abbasi, Abdul Rehman Rehman Javed, Amanullah Yasin, Zunera Jalil, Natalia Kryvinska, and
Usman Tariq. “A large-scale benchmark dataset for anomaly detection and rare event classification for audio
forensics”. In: IEEE Access 10 (2022), pp. 38885–38894 |
|
| 13 |
M Zeeshan Arshad, Hameedur Rahman, Junaid Tariq, Adnan Riaz, Azhar Imran, Amanullah Yasin, and
Imran Ihsan. “Digital Forensics Analysis of IoT Nodes using Machine Learning”. In: Journal of Computing &
Biomedical Informatics 4.01 (2022), pp. 1–12.
|
|
| 14 |
Muhammad Haseeb Aslam, Syed Muhammad Usman, Shehzad Khalid, Aamir Anwar, Roobaea Alroobaea,
Saddam Hussain, Jasem Almotiri, Syed Sajid Ullah, and Amanullah Yasin. “Classification of EEG signals for
prediction of epileptic seizures”. In: Applied Sciences 12.14 (2022), p. 7251. |
|
| 15 |
Muhammad Shahzaib Baig, Azhar Imran, Aman Ullah Yasin, Abdul Haleem Butt, and
Muhammad Imran Khan. “Natural Language to SQL Queries: A Review”. In: Technology 4.1 (2022),
pp. 147–162.
|
|
| 16 |
Tariq Inayat, Inam Ullah, Iftikhar Ahmad, Amanullah Yasin, and Mubasher Ahmad. “Prediction of Electric
Power Demand of HVACs for Operating Rooms in Case of Dynamic Set Points of Temperature: A Case
Study”. In: Journal of Computing & Biomedical Informatics 4.01 (2022), pp. 217–235.
|
|
| 17 |
Zahid Iqbal, Azhar Imran, Amanullah Yasin, and Adnan Alvi. “Denial of Service (DoS) Defences against
Adversarial Attacks in IoT Smart Home Networks using Machine Learning Methods”. In: NUST Journal of
Engineering Sciences 15.1 (2022), pp. 18–25. |
|
| 18 |
Maria Jubeen, Hameedur Rahman, Ata Ur Rahman, Samiya Abdul Wahid, Azhar Imran, Amanullah Yasin,
and Imran Ihsan. “An Automatic Breast Cancer Diagnostic System Based on Mammographic Images Using
Convolutional Neural Network Classifier”. In: Journal of Computing & Biomedical Informatics 4.01 (2022),
pp. 77–86.
|
|
| 19 |
Abdur Rehman Khan, Amanullah Yasin, Syed Muhammad Usman, Saddam Hussain, Shehzad Khalid, and
Syed Sajid Ullah. “Exploring Lightweight Deep Learning Solution for Malware Detection in IoT Constraint
Environment”. In: Electronics 11.24 (2022), p. 4147. |
|
| 20 |
Zoraez Ashfaq Malik, Marriam Siddiqui, Azhar Imran, Aman Ullah Yasin, Abdul Haleem Butt, and
Zahir Javed Paracha. “Performance Evaluation of Classification Algorithms for Intrusion Detection on
NSL-KDD Using Rapid Miner”. In: (2022). |
|
| 21 |
Khadija Murtaza, Zahra Saleem, Saliha Jabeen, A Khuzaim Alzahrani, Nadeem Kizilbash, Sajid Bashir Soofi,
Haider Shirazi, Amanullah Yasin, and Sajid Malik. “Impact of interpregnancy intervals on perinatal and
neonatal outcomes in a multiethnic Pakistani population”. In: Journal of tropical pediatrics 68.6 (2022),
fmac088 |
|
| 22 |
Sharjeel Riaz, Shahzad Latif, Syed Muhammad Usman, Syed Sajid Ullah, Abeer D Algarni, Amanullah Yasin,
Aamir Anwar, Hela Elmannai, and Saddam Hussain. “Malware Detection in Internet of Things (IoT) Devices
Using Deep Learning”. In: Sensors 22.23 (2022), p. 9305 |
|
| 23 |
] Syed Afeef Ahmed Shah, Muhammad Ali Masood, and Amanullah Yasin. “Dark Web: E-Commerce
Information Extraction Based on Name Entity Recognition Using Bidirectional-LSTM”. In: IEEE Access 10
(2022), pp. 99633–99645.
|
|
| 24 |
Usman Khan, AmanUllah Yasin, Imran Shafi, and Muhammad Abid. “CPU-GPU Rendering of CT Scan
Images for Vertebra Reconstruction from CT Scan Images with a Calibration Policy”. In: Medical Imaging
and Radiation Sciences (July 2020), pp. 1–5. doi: 10.31487/j.MIRS.2020.01.02. |
|
| 25 |
Usman Khan, AmanUllah Yasin, Muhammad Abid, Imran Shafi, and Shoab A Khan. “A methodological
review of 3D reconstruction techniques in tomographic imaging”. In: Journal of Medical Systems 42.10 (2018),
p. 190. |
|
| 26 |
Hassan Mushtaq, Sajid Gul Khawaja, Muhammad Usman Akram, Amanullah Yasin, Muhammad Muzammal,
Shehzad Khalid, and Shoab Ahmad Khan. “A parallel architecture for the Partitioning Around Medoids
(PAM) algorithm for scalable multi-core processor implementation with applications in healthcare”. In:
Sensors 18.12 (2018), p. 4129 |
|
| 27 |
Muhammad Aatif and Amanullah Yasin. “High Dense Crowd Pattern and Anomaly Detection Using
Statistical Model”. In: Journal of Intelligent Computing Volume 7.3 (2016), p. 117 |
|
| 28 |
Muhammad Abdullah, Aman Uullah Yasin, and Islamabad CASE. “Enhancement of Scalability in Point
Cloud Filtration Algorithms using MapReduce Framework”. In: Journal of Information 6.3 (2016), p. 65. |
|
| 29 |
Sumair Aziz, Rao Muhammad Faheem, Mudassar Bashir, Adnan Khalid, and Amanullah Yasin. “Unmanned
aerial vehicle emergency landing site identification system using machine vision”. In: Journal of Image and
Graphics 4.1 (2016), pp. 36–41.
|
|
| 30 |
Syed Ibrar Hussain Shah, Ghulam Mustafa, and Amanullah Yasin. “Causal Analysis of Software Project
Quality Management Challenges in Outsourced Agile Projects”. In: International Journal of Emerging
Technology and Advanced Engineering 6 (2016), pp. 180–193. issn: 2250-2459 |
|
| 31 |
Rao Muhammad Faheem, Sumair Aziz, Adnan Khalid, Mudassar Bashir, and Amanullah Yasin. “Uav
emergency landing site selection system using machine vision”. In: Journal of Machine Intelligence 1.1 (2015),
pp. 13–20 |
|
| 32 |
Abdur Rehman Khan, Umer Rashid, Ayesha Saadia, and Amanullah Yasin. “A Heuristic Multimedia
Verticals Aggregated Search Approach and User Behavioral Analysis”. In: 2024 International Conference on
Engineering & Computing Technologies (ICECT). IEEE, May 2024. doi:
10.1109/icect61618.2024.10581027. |
|
| 33 |
Sehrish Rafique, Muhammad Ehatisham-ul-Haq, Kainat Ibrar, Amanullah Yasin, Fiza Murtaza, and
Muhammad Awais Azam. “Assessment of Human Personality Traits Using Smartphone Sensing”. In:
Intelligent Computing. Ed. by Kohei Arai. Cham: Springer Nature Switzerland, 2023, pp. 613–622. isbn:
978-3-031-37717-4 |
|
| 34 |
Areesa Ashfaq, Azhar Imran, Inam Ullah, Abdulkareem Alzahrani, Khattab M Ali Alheeti, and
Amanullah Yasin. “Multi-model Ensemble Based Approach for Heart Disease Diagnosis”. In: 2022
International Conference on Recent Advances in Electrical Engineering & Computer Sciences (RAEE & CS).
IEEE. 2022, pp. 1–8 |
|
| 35 |
Usman Tahir, Amanullah Yasin, and Ahmad Jalal. “Class Incremental Learning for Visual Task using
Knowledge Distillation”. In: 2022 24th International Multitopic Conference (INMIC). IEEE. 2022, pp. 1–7 |
|
| 36 |
Mishal Fatima, Muhammad Haroon Yousaf, Amanullah Yasin, and Sergio A Velastin. “Unsupervised fall
detection approach using human skeletons”. In: 2021 International Conference on Robotics and Automation
in Industry (ICRAI). IEEE. 2021, pp. 1–6 |
|
| 37 |
Momina Rizwan Khan, Shereen Zehra Rizvi, Amanullah Yasin, and Mohsan Ali. “Depression Analysis of
Social Media Activists Using the Gated Architecture Bi-LSTM”. In: 2021 International Conference on Cyber
Warfare and Security (ICCWS). IEEE. 2021, pp. 76–81. |
|
| 38 |
Hajra Binte Naeem, Muhammad Haroon Yousaf, Farhan Hassan Khan, and Amanullah Yasin. “Vision-Based
Real-time Human Malicious Behavior Detection”. In: 2021 International Conference on Artificial Intelligence
(ICAI). IEEE. 2021, pp. 193–197. |
|
| 39 |
Muhammad Ahmed Raza, Hajra Bint-e-Naeem, Amanullah Yasin, and Muhammad Haroon Yousaf.
“BirdView Retina-Net: Small-Scale Object Detector for Unmanned Aerial Vehicles”. In: 2021 16th
International Conference on Emerging Technologies (ICET). IEEE. 2021, pp. 1–6. |
|
| 40 |
Shakeel Ahmad, Amanullah Yasin, and Qaisar Shafi. “DDoS attacks analysis in bigdata (hadoop)
environment”. In: 2018 15th International Bhurban Conference on Applied Sciences and Technology
(IBCAST). IEEE. 2018, pp. 495–501. |
|
| 41 |
Amanullah Yasin and Philippe Leray. “Incremental Bayesian network structure learning in high dimensional
domains”. In: 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO).
IEEE. 2013, pp. 1–6. |
|
| 42 |
Amanullah Yasin and Philippe Leray. “iMMPC: Une approche locale pour l’apprentissage incr´emental de la
structure des r´eseaux bay´esiens.” In: EGC. 2012, pp. 587–588. |
|
| 43 |
Amanullah Yasin and Philippe Leray. “i MMPC: A Local Search Approach for Incremental Bayesian Network
Structure Learning”. In: Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011,
Porto, Portugal, October 29-31, 2011. Proceedings 10. Springer Berlin Heidelberg. 2011, pp. 401–412.
|
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| 44 |
Amanullah Yasin and Philippe Leray. “Local skeleton discovery for incremental Bayesian network structure
learning”. In: International Conference on Computer Networks and Information Technology (ICCNIT). 2011. |
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