ARCHIVES

Chair Department of Computer Games Development

PUBLICATIONS

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.

[2]          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.

[3]          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.

[4]          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.

[5]          Ameer Hamza, Abdul Rehman Javed, Farkhund Iqbal, Amanullah Yasin, Gautam Srivastava, Dawid Pol ap, 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. (2023). issn: 2375-4699. doi: 10.1145/3623396. url: https://doi.org/10.1145/3623396.

[6]          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.

[7]          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.

[8]          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.

[9]          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.

[10]     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.

[11]     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.

[12]     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.

[13]     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.

[14]     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.

[15]     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.

[16]     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.

[17]     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.

[18]     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).

[19]     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.

[20]     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.

[21]     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.

[22]     Waqas Ahmed, Muhammad Haroon Yousaf, and Amanullah Yasin. “Robust suspicious action recognition approach using pose descriptor”. In: Mathematical Problems in Engineering 2021 (2021), pp. 1–12.

[23]     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.

[24]     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.

[25]     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.

[26]     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.

[27]     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.

[28]     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.

[29]     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.

[30]     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.

National/International Conference Papers

[32]     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.

[33]     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.

[34]     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.

[35]     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.

[36]     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.

[37]     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.

[38]     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.

[39]     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.

[40]     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.

[41]     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.

[42]     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.

[43]     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.

University of Nantes, France, http://pilgrim.univ-nantes.fr/credits/, contribution in the 1^st release (2013) was 35%.

2.    PILGRIM: a decision support system developed by “Knowledge and decision” research group at LINA lab of University of Nantes, France, http://pilgrim.univ-nantes.fr/credits/, contribution in the 2^nd release (2023) is 18%.

Achievements, Awards, and Honors

Scholarship for Resource-aware machine learning – International summer school, Dortmund Germany, 2012. Scholarship for MS leading to PhD in open countrywide competition, 2008.