Publications : BDA-Lab

A R2N2 Approach For Cardiac Behavior Forecast on Non-Trending Big HealthCare Data

Published in: 2019 International Conference on Advances in the Emerging Computing Technologies (AECT)

Cite this: A. u. Haque, T. Mahmood and S. Ghani, "A R2N2 Approach For Cardiac Behavior Forecast on Non-Trending Big HealthCare Data," 2019 International Conference on Advances in the Emerging Computing Technologies (AECT), Al Madinah Al Munawwarah, Saudi Arabia, 2020, pp. 1-6, doi: 10.1109/AECT47998.2020.9194156.

Is the performance of a cricket team really unpredictable? A case study on Pakistan team using machine learning

Published in: Indian Journal of Science and Technology

Cite this: Ahmed W, Amjad M, Junejo KN, Mahmood T, Khan AH. (2020). Is the performance of a cricket team really unpredictable? A case study on Pakistan team using machine learning. Indian Journal of Science and Technology. 13(34): 3586-3599. https://doi.org/10.17485/IJST/v13i34.813

Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation

Published in: IEEE/CAA Journal of Automatica Sinica - 2021

Cite this: S. Imran, T. Mahmood, A. Morshed and T. Sellis, "Big data analytics in healthcare − A systematic literature review and roadmap for practical implementation," in IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 1, pp. 1-22, January 2021, doi: 10.1109/JAS.2020.1003384.

A Novel Deep Learning Framework for Intrusion Detection System

Published in: 2019 International Conference on Advances in the Emerging Computing Technologies (AECT)

Cite this: M. Amjad, H. Zahid, S. Zafar and T. Mahmood, "A Novel Deep Learning Framework for Intrusion Detection System," 2019 International Conference on Advances in the Emerging Computing Technologies (AECT), Al Madinah Al Munawwarah, Saudi Arabia, 2020, pp. 1-6, doi: 10.1109/AECT47998.2020.9194224.

Feature Selection Optimization in Software Product Lines

Published in: IEEE Access - 2020

Cite this: U. Afzal et al., "Feature Selection Optimization in Software Product Lines," in IEEE Access, vol. 8, pp. 160231-160250, 2020, doi: 10.1109/ACCESS.2020.3020795.

Decentralized Transfer Learning using Blockchain & IPFS for Deep Learning

Published in: 2020 International Conference on Information Networking (ICOIN)

Cite this: A. ul Haque, M. S. Ghani and T. Mahmood, "Decentralized Transfer Learning using Blockchain & IPFS for Deep Learning," 2020 International Conference on Information Networking (ICOIN), Barcelona, Spain, 2020, pp. 170-177, doi: 10.1109/ICOIN48656.2020.9016456.

Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations

Published in: IEEE/CAA Journal of Automatica Sinica

Cite this: H. Zahid, T. Mahmood, A. Morshed and T. Sellis, "Big data analytics in telecommunications: literature review and architecture recommendations," in IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 1, pp. 18-38, January 2020, doi: 10.1109/JAS.2019.1911795.

Analyzing the Impact of Forest Cover at River Bank on Flood Spread by using Predictive Analytics and Satellite Imagery

Published in: (IJACSA) International Journal of Advanced Computer Science and Applications

Cite this: Yusuf, Muhammad Aneeq, Muhammad Khalid Khan, Tariq Mahmood, Muhammad Umer, and Rafi Ullah Afridi. "Analyzing the Impact of Forest Cover at River Bank on Flood Spread by using Predictive Analytics and Satellite Imagery."

Enhanced GNSS Positioning solution on Android for Location Based Services using Big Data

Published in: Journal of Internet Technology

Cite this: Ul Haque, Anwar, Tariq Mahmood, and Muhammad Saeed. "Enhanced GNSS positioning solution on Android for location based services using big data." Journal of Internet Technology 20, no. 2 (2019): 399-407.

Cluster Analysis of Pakistani Terrorism Events to Support Counterterrorism

Published in: Societies

Cite this: Mahmood, Tariq, Khadija Rohail, and Khalid Khan. "Cluster Analysis of Pakistani Terrorism Events to Support Counterterrorism." Societies 8, no. 4 (2018): 127.

Enhancing Dependability in Big Data Analytics Enterprise Pipelines

Published in: International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage

Cite this: Zahid H., Mahmood T., Ikram N. (2018) Enhancing Dependability in Big Data Analytics Enterprise Pipelines. In: Wang G., Chen J., Yang L. (eds) Security, Privacy, and Anonymity in Computation, Communication, and Storage. SpaCCS 2018. Lecture Notes in Computer Science, vol 11342. Springer, Cham. https://doi.org/10.1007/978-3-030-05345-1_23

Performance Comparison of State of Art NoSql Technologies using Apache Spark

Published in: SAI Intelligent Systems Conference

Cite this: ul Haque, Anwar, Tariq Mahmood, and Nassar Ikram. "Performance Comparison of State of Art NoSql Technologies Using Apache Spark." In Proceedings of SAI Intelligent Systems Conference, pp. 563-576. Springer, Cham, 2018.

Information Processing in EventWeb through Detection and Analysis of Connections between Events

Published in: (IJACSA) International Journal of Advanced Computer Science and Applications

Cite this: Mahmood, Tariq, Shaukat Wasi, Khalid Khan, Syed Hammad Ahmed, and Zubair A. Shaikh. "Information Processing in EventWeb through Detection and Analysis of Connections between Events." INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 9, no. 10 (2018): 438-449.

Using Deep Learning to Predict Short Term Traffic Flow: A Systematic Literature Review

Published in: First International Conference on Intelligent Transport Systems - INTSYS 2017

Cite this: Ali U., Mahmood T. (2018) Using Deep Learning to Predict Short Term Traffic Flow: A Systematic Literature Review. In: Kováčiková T., Buzna Ľ., Pourhashem G., Lugano G., Cornet Y., Lugano N. (eds) Intelligent Transport Systems – From Research and Development to the Market Uptake. INTSYS 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 222. Springer, Cham. https://doi.org/10.1007/978-3-319-93710-6_11

Mining Diagnostic Investigation Processes

Published in: KIET Journal of Computing and Information Sciences

Cite this: Imran, Sohail, and Tariq Mahmood. "Mining Diagnostic Investigation Process." KIET Journal of Computing and Information Sciences 2, no. 1 (2019): 10-10.

Transfer Learning Techniques for Image Recognition: A Systematic Literature Review

Published in: KIET Journal of Computing and Information Sciences

Cite this: Mahmood, Tariq, Aleenah Khan, and Salma Tajuddin. "Transfer Learning Techniques for Image Recognition: A Systematic Literature Review." KIET Journal of Computing and Information Sciences 1, no. 1 (2018): 18-18.

Public Bus Commuter Assistance through the Named Entity Recognition of Twitter Feeds and Intelligent Route Finding

Published in: IET Intelligent Transport Systems

Cite this: Mahmood, Tariq, Ghulam Mujtaba, Liyana Shuib, Nikkishah Zulfiqar Ali, Amir Bawa, and Saima Karim. "Public bus commuter assistance through the named entity recognition of twitter feeds and intelligent route finding." IET Intelligent Transport Systems 11, no. 8 (2017): 521-529.

Scheduling in Desktop Grid Systems: Theoretical Evaluation of Policies & Frameworks

Published in: International Journal of Advanced Computer Science and Applications

Cite this: Khan, M., Tariq Mahmood, and S. Hyder. "Scheduling in desktop grid systems: Theoretical evaluation of policies and frameworks." International Journal of Advanced Computer Science and Applications 8, no. 1 (2017): 119-127.

Using Predictive Analytics for Predicting Host Availability in Desktop Grids

Published in: Using Predictive Analytics for Predicting Host Availability in Desktop Grids

Mobile-Based Intelligent Transportation for Bus Commuters Based on Twitter Analytics

Published in: 2016 International Conference on Frontiers of Information Technology (FIT)

Cite this: Mahmood, Tariq, Ghulam Mujtaba, Liyana Shuib, Nikkishah Zulfiqar Ali, Amir Bawa, and Saima Karim. "Mobile-based intelligent transportation for bus commuters based on twitter analytics." In 2016 International Conference on Frontiers of Information Technology (FIT), pp. 223-228. IEEE, 2016.

Health Informatics to Optimize Complex Laboratory Developed Test Cofigurtations

Published in: Technology and Health Care

Cite this: Afzal, Uzma, Tariq Mahmood, Masood Anwar, and Zubair Shaikh. "Health informatics to optimize complex laboratory developed test configurations." Technology and Health Care 24, no. 6 (2016): 949-956.

Intelligent Software Product Line Configurations: A Literature Review

Published in: Computer Standards & Interfaces

Cite this: Afzal, Uzma, Tariq Mahmood, and Zubair Shaikh. "Intelligent software product line configurations: A literature review." Computer Standards & Interfaces 48 (2016): 30-48.

Fault Tolerant Context Development and Requirement Validation in ERP Systems

Published in: Computer Standards & Interfaces

Cite this: Nasir, S. Zafar, Tariq Mahmood, M. Shahid Shaikh, and Zubair A. Shaikh. "Fault-tolerant context development and requirement validation in ERP systems." Computer Standards & Interfaces 37 (2015): 9-19.

"Minimizing Feature Model Inconsistencies in Software Product Lines

Published in: 17th IEEE International Multi Topic Conference 2014

Cite this: Afzal, Uzma, Tariq Mahmood, Imran Rauf, and Zubair Ahmed Shaikh. "Minimizing feature model inconsistencies in software product lines." In 17th IEEE International Multi Topic Conference 2014, pp. 137-142. IEEE, 2014.

Dynamically Personalization in Conversational Recommender Systems

Published in: Mahmood, Tariq, Ghulam Mujtaba, and Adriano Venturini. "Dynamic personalization in conversational recommender systems." Information Systems and e-Business Management 12, no. 2 (2014): 213-238.

Cite this: Information Systems and e-Business Management

Security Analytics: Big Data Analytics for Cybersecurity: A Review of Trends, Techniques and Tools

Published in: 2nd National Conference on Information Assurance

Cite this: Mahmood, Tariq, and Uzma Afzal. "Security analytics: Big data analytics for cybersecurity: A review of trends, techniques and tools." In 2013 2nd national conference on Information assurance (ncia), pp. 129-134. IEEE, 2013.

Enhancing Dependability in Big Data Analytics Enterprise Pipelines

Published in: International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage

A Novel Deep Learning Framework for Intrusion Detection System

Published in: 2019 International Conference on Advances in the Emerging Computing Technologies (AECT)

Using Deep Learning to Predict Short Term Traffic Flow: A Systematic Literature Review

Published in: First International Conference on Intelligent Transport Systems - INTSYS 2017

An Ontology-based Knowledge Management Model for e-Recruitment utilizing MOOCs Data

Published in: 2019 8th International Conference on Information and Communication Technologies (ICICT)

Cite this: Z. Javed, H. Qazi and S. A. Khoja, "An Ontology-based Knowledge Management Model for e-Recruitment utilizing MOOCs Data," 2019 8th International Conference on Information and Communication Technologies (ICICT), Karachi, Pakistan, 2019, pp. 124-128, doi: 10.1109/ICICT47744.2019.9001911.

A Detailed Examination of the Enterprise Architecture Frameworks Being Implemented in Pakistan

Published in: International Journal of Modern Education and Computer Science (IJMECS) - 2019

Cite this: Hareem Qazi, Zainab Javed, Sameen Majid, Waqas Mahmood, "A Detailed Examination of the Enterprise Architecture Frameworks Being Implemented in Pakistan", International Journal of Modern Education and Computer Science(IJMECS), Vol.11, No.9, pp. 44-53, 2019.DOI: 10.5815/ijmecs.2019.09.05