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Lab Director

Leading innovation in computer science and artificial intelligence

Dr. Farhana H. Zulkernine

Dr. Farhana H. Zulkernine

Professor & Lab Director

farhana.zulkernine@queensu.ca
(613) 533-6426
(613) 533-6513

PhD, Computer Science; PEng

Biography

Dr. Farhana Zulkernine is a Professor and the Coordinator of the Cognitive Science program at the School of Computing at Queen's University. She holds a Ph.D. degree from the School of Computing at Queen's University and is a member of Professional Engineers of Ontario.

She has more than 15 years of international work experience in three continents in software design, analysis and research. As a researcher she has worked with CA Technologies, IBM Canada, SAP Germany, and Fondazione Bruno Kessler in Italy. Her research interests include service and cloud computing, big data analytics and management, and cognitive computing.

She has ongoing research collaborations with IBM Canada, Roche, Pfizer, Markitech, Gnowit, Calian, the Center for Advanced Computing (CAC), Digital Research Alliance of Canada (the Alliance), Canadian Primary Care Sentinel Services Network (CPCSSN), and Queen's School of Medicine, Law, and Business.

She has taught a wide number of courses in deep learning, cognitive science, and database management systems. Her research has been funded by IBM, CFI, MITACS, NSERC CRD, Discovery, RTI and CREATE, NFRF, CFREF Connected Minds, OCE VIP, CUTRIC, CIMVHR, SOSCIP and Queen's. She has published in many reputed journals and international conferences and served on a variety of conference program and grant committees as an expert in big data and machine learning.

Research Interests
Big and Streaming Data Management and AnalyticsArtificial IntelligenceDeep LearningDecision Support Systems (DSS)Cognitive ComputingKnowledge Management SystemsCloud and Services Computing
Fields of Application
Medical/HealthBiologySmart CitiesAutonomous VehiclesEngineeringEnvironmentInternet of ThingsLawBusiness
Education
PhD, Computing, 2009
School of Computing, Queen's University, Kingston, ON, Canada
Thesis: A Comprehensive Service Management Middleware for Autonomic Management of Composite Web Services-based Processes
MSc (Eng.), Computer Science and Engineering, 1997
Bangladesh University of Engineering and Technology, Dhaka, Bangladesh
Thesis: Computer Aided Testing and Tutoring System Using Multiple Choice Questions
BSc (Eng.), Computer Science and Engineering, 1993
Bangladesh University of Engineering and Technology, Dhaka, Bangladesh
Thesis: Computerization of the Registration, Examination and Tabulation System of a University
Teaching

Previously Taught Courses

  • COGS 100: Introduction to Cognitive Science
  • COGS 201: Cognition and Computation
  • COGS 300: Programming Cognitive Models
  • COGS 499: Advanced Undergraduate Project
  • COGS 400/CISC/CMPE 452: Neural and Genetic Cognitive Models
  • CISC 874: Neural and Genetic Computing
  • CISC 432/832: Advanced Database Management Systems
Professional Services

Conference Leadership

Professional Memberships

CAIACSOSCIP Scientific Committee PEOQueen's Conflicts Analytics LabIEEE Computer SocietyACMINSTICC
Select Honors & Awards
  • 2021Best Paper Award, IEEE International Conference on Big Data Computing Service and Applications (BigDataService)
  • 2021Best Paper Award, International Workshop on Mining and Learning in the Legal Domain (MLLD)
  • 2021Best Student Paper Award, IEEE International Conference on Cognitive Machine Intelligence (CogMI)
  • 2020Best Student Paper Award, IEEE International Conference on Pervasive and Intelligent Computation (PICom)
  • 2020Best Paper Award, IEEE Information Technology, Electronics and Mobile Communication Conference (IEMCON)
  • 2014Queen's University Faculty Association Award for Scholarly Research and Professional Development
  • 2012NSERC Postdoctoral Fellowship Award
  • 2010Mitacs Elevate Industrial Postdoctoral Fellowship
  • 2007Best Paper Award, IEEE Workshop on Service Oriented Architectures in Converging Networked Environments (SOCNE)