Dr. Tariq Mahmood

Associate Professor Department: Computer Science Professional Activities: On-board Status: Available

Work Experience

  • at National University of Science & Technology
  • Associate Professor at Institute of Business Administration, Karachi (Nov2018 to PRESENT)
  • Assistant Professor at Institute of Business Administration, Karachi (Jul2016 to Oct2018)
  • Associate Professor at CBM (Sep2013 to Jun2016)

Education

  • PhD (Machine Learning), University of Trento, Trento, Italy - 2009
  • MS (Artificial Intelligence-Pattern Recognition and its application), University of Pierre et Marie Curie Paris, France - 2004
  • BCS (Computer System Engineering), GIK Institute of Engineering Science and Tech - 2002

Research Interests

  • Machine Learning

Courses Taught

  • BIG DATA ANALYTICS
  • BUSINESS INTELLIGENCE
  • COMPUTER SCIENCE PROJECT I
  • COMPUTER SCIENCE PROJECT II
  • DATAWAREHOUSING
  • DOCTORAL DISSERTATION
  • Deep Learning
  • Essentials of Big Data Analyt.
  • MACHINE LEARNING
  • Machine Learning for Big Data
  • PhD COMPREHENSIVE EXAM
  • RESEARCH SURVEY
  • Real-Time Big Data Analytics

Research Output

  • Anwar ul Haque, Dr. Tariq Mahmood, Nassar Ikram "Performance Comparison of State of Art NoSql Technologies using Apache Spark", Intelligent Systems Conference (INTSYS 2018), , London, United Kingdom
  • Dr. Tariq Mahmood, Francesco Ricci, Adriano Venturini, Wolfram Hopken "Adaptive Recommender Systems for Travel Planning", Information and Communication Technologies in Tourism. O’Connor P., Höpken W., Gretzel U. (Eds), , Vienna, Austria
  • Dr. Tariq Mahmood, Khadija Rohail, Khalid Khan "Cluster Analysis of Pakistani Terrorism Events to Support Counterterrorism", Societies, Dec 11, 2018, Basel, Switzerland
  • Dr. Tariq Mahmood, Shaukat Wasi, Muhammad Khalid Khan, Syed Hammad Ahmed, Zubair Ahmed Shaikh "Information Processing in EventWeb through Detection and Analysis of Connections between Events", International Journal of Advanced Computer Science and Applications, Nov 01, 2018, Japan
  • USMAN ALI, Dr. Tariq Mahmood "Using Deep learning to Predict Short-Term Traffic Flow: A Systematic Literature Review", First International Conference on Intelligent Transport Systems, Jul 07, 2018, Helsinki, Finland
  • Dr. Tariq Mahmood, Aleenah Khan, Salma Tajuddin "Transfer Learning Techniques for Image Recognition: A Systematic Literature Review", Kiet Journal of Computing & Information Sciences, Apr 30, 2018, Karachi, Pakistan
  • Usman Ali, Dr. Tariq Mahmood "Using Deep Learning to Predict Short Term Traffic Flow: A Systematic Literature Review", Intelligent Transport Systems, Dec 31, 2017, Helsinki, Finland
  • Dr. Tariq Mahmood, Ghulam Mujtaba, Liyana Shuib, Nikkishah Zulfiqar Ali, Amir Bawa, Saima Karim "Public Bus Commuter Assistance through the Named Entity Recognition of Twitter Feeds and Intelligent Route Finding", IET Intelligent Transport Systems, Jul 18, 2017
  • Muhammad Khalid Khan, Dr. Tariq Mahmood, Syed Irfan Hyder "Scheduling in Desktop Grid Systems: Theoretical Evaluation of Policies & Frameworks", International Journal of Advanced Computer Science and Applications, Feb 01, 2017
  • Muhammad Khalid Khan, Dr. Tariq Mahmood "Using Predictive Analytics for Predicting Host Availability in Desktop Grids", International Journal of Grid and Distributed Computing, Feb 01, 2017
  • Dr. Tariq Mahmood, Ghulam Mujtaba, Liyana Shuib, Nikkishah Zulfiqar Ali, Amir Bawa, Saima Karim "Mobile-Based Intelligent Transportation for Bus Commuters Based on Twitter Analytics", International Conference on Frontiers of Information Technology (FIT), 2016, Dec 19, 2016, Islamabad, Pakistan
  • Dr. Tariq Mahmood, Ghulam Mujtaba, Liyana Shuib, Nikkishah Zulfiqar Ali, Aamir Bawa, Saima Karim "Mobile-Based Intelligent Transportation for Bus Commuters based on Twitter Analytics", Frontiers of Information Technology (FIT 2016), Dec 19, 2016, Islamabad, Pakistan
  • Uzma Afzal, Dr. Tariq Mahmood, M Anwar, Zubair Shaikh "Health Informatics to Optimize Complex Laboratory Developed Test Cofigurtations", Technology and Health Care, Nov 14, 2016
  • Uzma Afzal, Dr. Tariq Mahmood, Zubair Shaikh "Intelligent Software Product Line Configurations: A Literature Review", Computer Standards & Interfaces, Nov 01, 2016
  • Syed Zafar Nasir, Dr. Tariq Mahmood, Muhammad Shahid Shaikh, Zubair A. Shaikh "Fault Tolerant Context Development and Requirement Validation in ERP Systems", Computer Standards & Interfaces, Jan 01, 2015
  • Uzma Afzal, Dr. Tariq Mahmood, Dr. Imran Rauf, Zubair Shaikh "Minimizing Feature Model Inconsistencies in Software Product Lines", 17th International Multi-Topic Conference (INMIC), 2014, Dec 08, 2014, Karachi, Pakistan
  • Dr. Tariq Mahmood, Ghulam Mujtaba, Adriano Venturini "Dynamically Personalization in Conversational Recommender Systems", Journal of Information Systems and E-Business Management, May 01, 2014
  • Dr. Tariq Mahmood, Uzma Afzal "Security Analytics: Big Data Analytics for Cybersecurity: A Review of Trends, Techniques and Tools", 2nd National Conference on Information Assurance, Feb 10, 2014, Islamabad, Pakistan
  • Dr. Tariq Mahmood, Tasmiyah Iqbal, Farnaz Amin, Wajeeta Lohana, Atika Mustafa "Mining Twitter Big Data to Predict 2013 Pakistan Election Winner", International Multi Topic Conference (INMIC), Feb 06, 2014, Lahore, Pakistan
  • Uzma Afzal, Dr. Tariq Mahmood "Using Predictive Analytics to Forecast Drone Attacks in Pakistan", International Conference on Information & Communication Technologies (ICICT), Dec 15, 2013, Karachi, Pakistan
  • Dr. Tariq Mahmood, Ghulam Mujtaba Shaikh "Adaptive Automated Teller Machines", Expert Systems with Applications, Mar 01, 2013
  • Uzma Afzal, Dr. Tariq Mahmood "Artificial Intelligence to Solve the Problem of Software Product Line Management", Sindh University Research Journal, Mar 01, 2013
  • Aneeq Hashmi, Faraz Zaidi, Arnaud Sallaberry, Dr. Tariq Mahmood "Are All Social Networks Structurally Similar?", International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Feb 04, 2013, Istanbul, Turkey
  • Dr. Tariq Mahmood, Khadija Rohail "Analyzing Terrorist Incidents to Support Counter-Terrorism - Events and Methods", 2012 International Conference on Robotics and Artificial Intelligence (ICRAI), Jan 17, 2013, Islamabad, Pakistan
  • Dr. Tariq Mahmood, Syed Imran Jami, Zubair Ahmad Shaikh, Muhammad Hussain Mughal "Towards the Modeling of Data Provenance in Scientific Publications", Computer Standards and Interfaces, Jan 01, 2013
  • Dr. Tariq Mahmood, Syed Obaid Ahmed, Syed Hassan Nayyar, Muhammad Hadi Swaleh "A-EYE: Automating the Role of the Third Umpire in the Game of Cricket", Expert Systems with Applications, Nov 01, 2012
  • Ghulam Mujtaba Shaikh, Dr. Tariq Mahmood "Mining and Adaptivity in Automated Teller Machines", Advances in Data Mining Knowledge Discovery and Applications. Adem Karahoca (Ed.), Sep 12, 2012
  • Ghulam Mujtaba, Dr. Tariq Mahmood "Adaptive Automated Teller Machines — Part II", International Conference on Information and Communication Technologies (ICICT), Aug 15, 2011, Karachi, Pakistan
  • Ghulam MUjtaba, Dr. Tariq Mahmood "Adaptive Automated Teller Machines — Part I", International Conference on Information and Communication Technologies (ICICT), Aug 15, 2011, Karachi, Pakistan
  • Dr. Tariq Mahmood, Syed Obaid Ahmed, Muhammad Hadi Swaleh, Syed Hassan Nayyer "A-Eye: Automating the Role of the Third Umpire in the Game of Cricket", International Conference on Information Science and Applications (ICISA) 2011, May 23, 2011, Jeju Island, Korea, Republic of
  • Dr. Tariq Mahmood "Analyzing Optimal Behavior Policies in Conversational Recommender Systems", International Conference on Information and Emerging Technologies (ICIET), Aug 01, 2010, Karachi, Pakistan
  • Dr. Tariq Mahmood, Syed Hammad Ahmed, Saqib Mahmood "Comparing Reward-Based Optimal Behaviors in User-Adapted Recommender Systems", International Conference on Computer Science and Information Technology (ICCSIT), Jul 11, 2010, Chengdu, China
  • Dr. Tariq Mahmood "Learning User-Adapted Strategies in Conversational Recommender Systems", VDM-Verlag, Mar 19, 2010
  • Dr. Tariq Mahmood, Francesco Ricci "Improving Recommender Systems with Adaptive Conversational Strategies", Proceedings of the 20th ACM conference on Hypertext and hypermedia, Jul 01, 2009, Torino, Italy
  • Dr. Tariq Mahmood, Francesco Ricci, Adriano Venturini "Learning Adaptive Recommendation Strategies for Online Travel Planning", Information and Communication Technologies in Tourism 2009. Höpken W., Gretzel U., Law R. (Eds). Springer, Vienna, Jan 30, 2009, Amsterdam, Netherlands
  • Dr. Tariq Mahmood, Francesco Ricci, Adriano Venturini "Improving Recommendation Effectiveness: Adapting a Dialogue Strategy in Online Travel Planning", Information Technology & Tourism, Jan 01, 2009
  • Francesco Ricci, Dr. Tariq Mahmood "Adapting the Interaction State Model in Conversational Recommender Systems", Proceedings of the 10th International Conference on Electronic Commerce, Aug 18, 2008
  • Dr. Tariq Mahmood, Francesco Ricci "Towards Learning User-Adaptive State Models in a Conversational Recommender System", Workshop on Learning, Knowledge, and Adaptability: Adaptability and User Modelling in Interactive Software Systems (ABIS), Sep 01, 2007, Halle, Germany
  • Dr. Tariq Mahmood, Francesco Ricci "Learning and Adaptivity in Interactive Recommender Systems", 9th International Conference on Electronic Commerce (ICEC). Original paper also published in Proceedings of the 17th European Conference on Artificial Intelligence (ECAI 2006), Riva del Garda, Italy, Aug 22, 2007, Minneapolis, United States

Projects

List to come