Theses

• Data-Driven Approaches for Context-Aware Performance Assesment [PDF] PhD Thesis - LUMS 2023
• Efficiently Finding Minimal Failing Input in MapReduce Programs [PDF] Masters' Thesis - LUMS 2015
• Design and Development of a Java Parallel I/O Library [PDF] Bachelors' Final Year Project - NUST 2012

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Journal Publications

• Enhancing Urban Mobility with Predictive Modeling of Taxi-Passenger Demand using Big Data Frameworks Alam, Shafiq, Ayub, Muhammad Sohaib, Cui, Hao, Khan, Muhammad Asad Public Transport 2025
• Part of speech (POS) tagging in Roman Urdu: datasets and models Faheem, Ali, Ullah, Faizad, Azam, Ubaid, Ayub, Muhammad Sohaib, Karim, Asim Language Resources and Evaluation 2025
• Prompt-Based Fine-Tuning with Multilingual Transformers for Language-Independent Sentiment Analysis Ullah, Faizad, Faizullah, Safiullah, Khan, Imdad Ullah, Ali, Toqeer Syed, Alghamdi, Turki, Ayub, Muhammad Sohaib, Karim, Asim Scientific Reports 2025
• Roman Urdu Part of Speech (POS) Tagging Faheem, Ali, Faizad, Ullah, Ayub, Muhammad Sohaib, Karim, Asim Natural Language Engineering 2025
• Synthetic Browsing Histories for 50 Countries Worldwide: Datasets for Research, Development, and Education Komosny, Dan, Rehman, Saeed, Ayub, Muhammad Sohaib Scientific Data 2025
• A Component-Based Localization Algorithm for Sparse 3-D Wireless Sensor Networks Islam, Mazhar, Ikram, Muhammad, Alhussein, Musaed, Ayub, Muhammad Sohaib, Khan, Muhammad Asad, Aurangzeb, Khursheed IEEE Access 2024
• CAMP: A context-aware cricket players performance metric Ayub, Muhammad Sohaib, Ullah, Naimat, Ali, Sarwan, Khan, Imdad Ullah, Awais, Mian Muhammad, Khan, Muhammad Asad, Faizullah, Safiullah Journal of the Operational Research Society 2024
• Revolutionizing Historical Document Digitization: LSTM-Enhanced OCR for Arabic Handwritten Manuscripts Faizullah, Safiullah, Ayub, Muhammad Sohaib, Alghamdi, Turki, Ali, Toqeer Syed, Khan, Muhammad Asad, Nabil, Emad International Journal of Advanced Computer Science and Applications (IJACSA) 2024
• CAMP: A context-aware cricket players performance metric [PDF] MS Ayub, N Ullah, S Ali, IU Khan, MM Awais, MA Khan, S Faizullah Journal of the Operational Research Society 2023
• A comparative analysis of global optimization algorithms for surface electromyographic signal onset detection [PDF] S Alam, X Zhao, IK Niazi, MS Ayub, MA Khan Decision Analytics Journal 2023
• A Survey of OCR in Arabic Language: Applications, Techniques, and Challenges [PDF] S Faizullah, MS Ayub, S Hussain, MA Khan Applied Sciences 2023

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Conference Publications

• Generative Artificial Intelligence and Digital Transformation in Contact Center Businesses Alam, Shafiq, Skelton, Lorraine, Ayub, Muhammad Sohaib, Dharmawan, Windy International Conference on Information Resources Management 2025
• Urdu Extractive Text Summarization: Evaluating Sentence Scoring Techniques Faheem, Ali, Faizad, Ullah, Ayub, Muhammad Sohaib, Karim, Asim Applied Intelligence and Informatics (AII) Conference 2025
• Detecting cybercrimes in accordance with pakistani law: Dataset and evaluation using plms Ullah, Faizad, Faheem, Ali, Azam, Ubaid, Ayub, Muhammad Sohaib, Kamiran, Faisal, Karim, Asim Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 2024
• Enhanced Facial Emotion Detection Models Utilizing Geometry-Based Features for Superior Human-Computer Interaction Alam, Shafiq, Ayub, Muhammad Sohaib, Sathasivam, Rohan, Khan, Muhammad Asad 31st International Conference on Neural Information Processing (ICONIP2024) 2024
• Towards Unveiling the Potential of Fuzzy Values as Features: A Comparative Study in Cybercrime Text Analysis Ullah, Faizad, Ayub, Muhammad Sohaib, Faheem, Ali, Awais, Main Muhammad, Karim, Asim 31st International Conference on Neural Information Processing (ICONIP2024) 2024
• UrduMASD: A Multimodal Abstractive Summarization Dataset for Urdu Faheem, Ali, Ullah, Faizad, Ayub, Muhammad Sohaib, Karim, Asim Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 2024
• Sequence-Based Nanobody-Antigen Binding Prediction [PDF] U Sardar, S Ali, MS Ayub, M Shoaib, K Bashir, IU Khan, M Patterson International Symposium on Bioinformatics Research and Applications (ISBRA) 2023
• Towards Developing an Automated Chatbot for Predicting Legal Case Outcomes: A Deep Learning Approach [PDF] S Alam, R Pande, MS Ayub, MA Khan Asian Conference on Intelligent Information and Database Systems (ACIIDS) 2023
• Efficiently Finding Minimal Failing Input in MapReduce Programs [PDF] MS Ayub, JH Siddiqui International Conference on Software Engineering (ICSE) 2018
• Verifying MPI Java Programs Using Software Model Checking [PDF] MS Ayub, WU Rehman, JH Siddiqui International Symposium on Software Reliability Engineering (ISSRE) 2017
• Verification of MPI Java Programs using Software Model Checking [PDF] WU Rehman, MS Ayub, JH Siddiqui ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) 2016
• Virtual TCAM for Data Center Switches [PDF] Q Maqbool, MS Ayub, J Zulfiqar, A Shafi IEEE Conference on Network Function Virtualization and Software Defined Network (NFV-SDN) 2015
• Towards Efficient Support for Parallel I/O in Java HPC [PDF] AA Awan, MS Ayub, A Shafi, S Lee International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) 2012
• Reliable Identification of Counterfeit Medicine using Camera Equipped Mobile Phones [PDF] SU Rehman, RU Rasool, MS Ayub, S Ullah, A Kamal, QM Rajpoot, and Z Anwar High Capacity Optical Networks and Enabling Technologies (HONET) 2011