Journal Publications

  1. Abdul Rehman Javed, Muhammad Usman Sarwar, Mirza O. Beg, Muhammad Asim, Thar Baker, Hissam Tawfik.A Collaborative Healthcare Framework for Shared Healthcare Plan with Ambient intelligence. Human-centric Computing and Information Sciences 2020.

  2. Saira Qamar, Hasan Mujtaba, Hammad Majeed, Mirza O. Beg. Relationship Identification between Conversational Agents using Emotion Analysis. Cognitive Computation. 2020.

  3. Mubashar Nazr Awan, Mirza O. Beg. TOP-Rank: A TopicalPostionRank for Extraction and Classification of Keyphrases in Text. Computer Speech and Language. Volume 65. 2020.

  4. Bilal Naeem, Aymen Khan, Mirza O. Beg, Hasan Mujtaba. A Deep Learning Framework for Clickbait Detection on Social Area Network using Natural Language Cues. Journal of Computational Social Science, Volume 3, Issue 1, Pages 231-243. 2020.

  5. Abdul Rehman Javed, Mirza O. Beg, Muhammad Asim, Thar Baker, Ali Hilal Al-Bayatti. AlphaLogger:Detecting Motion-based Side-channel Attack using Smartphone Keystrokes. Journal of Ambient Intelligence Humanized Computing Journal. Pages 1-14. 2020.

  6. Adeel Zafar, Hasan Mujtaba, Mirza O. Beg. Search-based procedural content generation for GVG-LG. Applied Soft Computing. Volume 86. 2020.

  7. Muhammad Asad, Muhammad Asim, Talha Javed, Mirza O. Beg, Hasan Mujtaba, Sohail Abbas. DeepDetect: Detection of Distributed Denial of Service Attacks Using Deep Learning. The Computer Journal. 2019

  8. Adeel Zafar, Hasan Mujtaba, Mirza Tauseef Baig, Mirza O. Beg. Using Patterns as Objectives for General Video game Level Generation. International Computer Games Association Journal. IOS Press. 2019

  9. Ahmed Uzair, Mirza O. Beg, Hasan Mujtaba, Hammad Majeed . WEEC: Web Energy Efficient Computing: A Machine Learning Approach. Sustainable Computing: Informatics and Systems. Volume 22. pp 230-243 . Elsevier. 2019

  10. Hareem Sahar, Abdul A. Bangash, Mirza O. Beg. Towards Energy Aware Object-Oriented Development of Android Applications. Sustainable Computing: Informatics and Systems, Elsevier. Volume 21, pp. 28-46, 2019

  11. Muhammad Tariq, Hammad Majeed, Mirza Beg, Farrukh Aslam Khan, Abdelouahid Derhab. Accurate Detection of Sitting Posture Activities in a secure IoT based Assisted Living Environment. Future Generation Computer Systems. Elsevier. Volume 92, pp. 745-757. 2019

  12. Hafiz Tayyeb Javed, Mirza O. Beg, Hasan Mujtaba, Hammad Majeed, Muhammad Asim. Fairness in Real-Time Energy Pricing for Smart Grid Using Unsupervised Learning. The Computer Journal. Volume 62, Issue 3, pp. 414-429, 2018

  13. Noman Dilawar, Hammad Majeed, Mirza O. Beg, Naveed Ejaz, Khan Muhammad, Irfan Mehmood, Yunyoung Nam. Understanding Citizen Issues through Reviews: A Step towards Data Informed Planning in Smart Cities. Applied Sciences, Volume 8, Issue 9, 1589. 2018

  14. Mirza Beg, Peter van Beek. A Constraint Programming Approach for Integrated Spatial and Temporal Scheduling for Clustered Architectures. In ACM Transactions on Embedded Computing Systems (ACM TECS), Volume 13, Issue 1, pages 14:1-14:23, August 2013

  15. Mirza Beg, Peter van Beek. A Graph Theoretic Approach to Cache-Conscious Data Placement for Direct mapped Caches. ACM SIGPLAN Notices, Volume 45, Issue 8, August 2010

  16. Martin Karsten, S.Keshav, Sanjiva Prasad, Mirza Beg. An Axiomatic Basis for Communication. ACM SIGCOMM Computer Communication Review, Volume 37, Issue 4, October 2007

Refereed Conference Publications

  1. Adeel Zafar, Hasan Mujtaba, Mirza O. Beg, Sajid Ali. Deceptive Level Generator. In Proceedings of Experimental AI in Games. Alberta, Canada, 2018

  2. Hussain Khawaja, Saira Qamar, Mirza Beg. Domain Specific Emotion Lexicon Expansion. In Proceedings of the IEEE International Conference on Emerging Technologies. 2018 (ICET~'18), pages 1-6, Islamabad, Pakistan, December 2018

  3. Abdul Ali Bangash, Hareem Sahr, Mirza Beg. A Methodology for Relating Software Structure with Energy Consumption. In Proceedings of the 17th IEEE International Conference on Source Code Analysis and Manipulation. 2017 (SCAM '17), pages 111-120, Shanghai, China, September 2017

  4. Hamza Alvi, Hareem Sahr, Abdul Ali Bangash, Mirza Beg. EnSights: A Tool for Energy Aware Software Development. In Proceedings of the IEEE International Conference on Emerging Technologies. 2017 (ICET~'17), pages 1-6, Islamabad, Pakistan, December 2017

  5. Mirza Beg, Peter van Beek. A Constraint Programming Approach for Instruction Assignment. In Proceedings of the 15th Workshop on Interaction between Compilers and Computer Architectures (INTERACT-15), pages 25-34, San Antonio, Texas, February 2011

  6. Mirza Beg, Peter van Beek. A Graph Theoretic Approach to Cache-Conscious Data Placement for Direct mapped Caches. In Proceedings of the 9th International Symposium on Memory Management 2010 (ISMM '10), pages 113-120, Toronto, Canada, June 2010

  7. Mirza Beg. Instruction Scheduling on Multicores. PLDI '10 Student Research Competition, Poster Presentation. June 2010. Winner of third place in graduate student track of ACM SRC PLDI 2010

  8. Mirza Beg. FLECS: A Framework for Rapidly Implementing Forwarding Protocols. In Proceedings of the First International Conference on Complex Sciences (COMPLEX 2009), pages 1761-1773, Shanghai, China, February 2009

  9. Martin Karsten, S. Keshav, Sanjiva Prasad, Mirza Beg. An Axiomatic Basis for Communication. In Proceedings of the 2007 Conference on Applications, Technologies, Architectures and Protocols for Computer Communications (SIGCOMM '07), pages 217-228, Kyoto, Japan, August 2007

  10. Aaditeshwar Seth, Mirza Beg. Achieving Privacy and Security in Radio Frequency Identification. In Proceedings of Fourth Annual Privacy Security Trust 2006 (PST '06), pages 362-365, Markham, Canada, October 2006

Technical Reports

  1. Mirza Beg. Critical Path Heuristic for Automatic Parallelization. University of Waterloo, David R. Cheriton School of Computer Science, Technical Report CS-2008-16. August 2008

  2. Mirza Beg, Laurent Charlin, Joel So. MAXSM: A Multi-Heuristic Approach to XML Schema Matching. University of Waterloo, David R. Cheriton School of Computer Science, Technical Report CS-2006-47. December 2006

  3. Mirza Beg, Mike Dahlin. A Memory Accounting Interface for Java Programming Language. The University of Texas at Austin, Department of Computer Sciences, Technical Report CS-TR-01-40. October 2001

Book Chapters

  1. Mirza O. Beg, Mubashar Nazar Awan, Syed Shahzaib Ali. Algorithmic Machine Learning for Prediction of Stock Prices, Chapter 7 in FinTech as a Disruptive Technology for Financial Institutions, pp. 142-169. 2019.

Theses

  1. Mirza Beg. Combinatorial Problems in Compiler Optimization. University of Waterloo, David R. Cheriton School of Computer Science, PhD Thesis. 2007

  2. Mirza Beg. FLECS: A Data-Driven Framework for Rapid Protocol Prototyping. University of Waterloo, David R. Cheriton School of Computer Science, Masters Thesis. 2007

  3. Mirza Beg. Memory Management in the Active Names System. University of Texas at Austin, School of Computer Science, Bachelors Thesis. 2001