ARTIFICIAL INTELLIGENCE & MACHINE LEARNING RESEARCHERS
Hardware Design and Optimization
Neuromorphic and Bioinspired Computing
Ambient Intelligence and Ubiquitous Computing
Hardware Security and Trust
Department of Mechanical and Aerospace Engineering
Ph.D. (McGill)
Robotic Analysis, Design & Control
Machine & Biological Locomotion
Mechatronics, Linear & Non-linear Control
Simulation, Virtual Reality, Distributed & Real-time Control
Department of Systems and Computer Engineering
Ph.D. (Nancy)
Associate Dean (Planning and Policy), Faculty of Engineering and Design
Senior Member, IEEE
Senior Member, ACM
Software Requirements Engineering
Model-driven Approach & Aspect-oriented Design
Cloud Resource Provisioning and Management
Software Deployment in the Cloud and Multi-tenancy
Big Data Analytics: Software Repository, Multi-media and Networks Radio Traffic Data
Sprott School of Business
Ph.D. (Queen's)
Financial Networks
Fintech
Artificial Intelligence
Social Media in Financial Markets
School of Information Technology
Ph.D. (Concordia)
Program Coordinator, Optical Systems and Sensors (OSS)
Senior Member, IEEE
Computer Vision
Signal/Image/Video Processing
Biomedical Signal Processing
Sensor Network
Internet of Things
Data Privacy
Data Science
Machine Learning
Artificial Intelligence
Autonomous Vehicles
Intelligent Transportation Systems
Department of Systems and Computer Engineering
Ph.D. (Queen's)
Director, Embedded and Multi-sensor Systems Lab (EMSLab)
Senior Member, IEEE
Sensors & Signal Processing
Wireless Positioning/Navigation
Artificial Intelligence
Machine Learning
School of Computer Science
Ph.D. (Waterloo)
Director, Carleton University Institute for Data Science (CUIDS)
Director, Software Analytics (SWAN) Research Group
Empirical Software Engineering
Mining Software Repositories
Machine Learning for Software Engineering (ML4SE)
Software Analytics
Software Maintenance & Quality
Human Aspects of Software Engineering
School of Information Technology
Ph.D. (Sherbrooke)
Cloud, Fog and Edge Computing
Internet of Things
Network Security
Data Privacy
Ad-hoc and Wireless Sensor Networks
Data Modelling
Department of Mechanical and Aerospace Engineering
Ph.D. (Waterloo)
Senior Member, IEEE
Modeling
Design and Control of Mechatronics Systems (autonomous robotics and vehicles)
Applications of Artificial Intelligence and Machine Learning in Modeling and Control
Department of Systems and Computer Engineering
Ph.D. (New Brunswick)
Director, Research and Education in Accessibility, Design and Innovation (READi)
Adjunct Professor, School of Human Kinetics, University of Ottawa
Affiliate Investigator, Bruyère Research Institute
Senior Member, IEEE
3M Teaching Fellow
Non-invasive Sensor Systems
Biomedical Signal Processing
Biomedical Image Processing
Machine Learning
Pattern Classificaiton
Accessibility
Department of Electronics
Ph.D. (Université du Québec à Trois-Rivières)
Director, Intelligent Robotic and Energy Systems (IRES) Research Group
Senior Member, IEEE
2022 Early Researcher Award recipient
Data Driven Modelling & Decision-making
Control Systems
Lyapunov Stability
Signal Processing
Machine Learning
Artificial Intelligence
Ph.D. (Waterloo) - Department of Systems and Computer Engineering
2017 Harvey J. Greenberg Award for Service recipient
2017 CORS Award of Merit recipient
2017 COIN-OR Cup winner
Optimization: Algorithms & Applications
Concurrent Algorithms for Optimization, for Application to Very Large Problems
Non-linear Optimization (both local & global)
Mixed Integer Optimization (both linear & non-linear)
Feasibility in Optimization
Applications in Numerous Areas, Especially Classifiers, Data Depth, Cloud Computing, Communications
Department of Systems and Computer Engineering
Ph.D. (Manitoba)
Associate Dean (Graduate Studies and Postdoctoral Affairs), Faculty of Engineering and Design
Senior Member, IEEE
Multi-modal Signal Processing and Audio-video Signal Processing
Biomedical and Biometric Applications of Digital Signal Processing
Image and Speech Signal Processing
Fractal and Multi-fractal Complexity Measures: Rényi Dimension Measures
Department of Cognitive Science
Ph.D. (Georgia Tech)
Artificial Intelligence
Cognitive Modelling
Imagination
Creativity
Aesthetics
Mental Imagery
Brain Modelling
Department of Electronics
Ph.D. (Windsor)
Team Lead, Electric Machines and Electromagnetics Research Group
Electric Machines Modelling and Design
ML-based Optimization Techniques for Advanced Electric Machines
Data-driven Models for Electric Machine Fault Prediction, Diagnosis and Control
Machine Learning Techniques for Condition Monitoring of Electric Machines
Energy Management and Wireless Charging Systems for Electric Vehicles
School of Computer Science
Ph.D. (Waterloo)
Data Management
Data Integration
Knowledge Graphs
Question Answering
Machine Learning
Department of Mechanical and Aerospace Engineering
Ph.D. (Cranfield)
Director, CEntre for SElf-Replication (CESER) Research
Former Canada Research Chair (Tier 2) in Space Robotics and Space Technology
Recipient, 2022 Donald Michie Trophy, Special Group Artificial Intelligence, British Computer Society (BCS)
Fellow, IET
Fellow, IMechE
Fellow, BCS
Fellow, RAeS
Hybrid Neural-symbolic Network Artificial Intelligence
Analogue Hardware Neural Networks
Spacecraft Cybersecurity
Space Robotics
Planetary Rovers
Planetary Drills
Astrobiology Instrumentation
Biomimetics
In-situ Resource Utilization
Space-based Solar Power
Space-based Geoengineering
Self-replicating Systems
Ph.D. (Carleton) - Department of Systems and Computer Engineering
Biomedical Engineering Applications of Pattern Recognition & Analysis Techniques
Digital Signal Processing (DSP) and Artificial Intelligence Tools with Decision-making and Modelling Capabilities
Clinical Decision Aid Systems
Medical Informatics
Department of Systems and Computer Engineering
Ph.D. (Montpellier II)
Agent-based Systems
Network Computing
Applications of Artificial Intelligence
Object-oriented Design & Languages
Network Management & Supervision
Department of Systems and Computer Engineering
Ph.D. (Carleton)
Senior Member, IEEE
Layered Queueing Networks
Performance Modelling Techniques and Algorithms (simulation, queueing and Petri nets) and Applications to Computer Systems
Reverse Engineering
Operating System Design & Implementation
Ph.D. (Erasmus) - Department of Systems and Computer Engineering
Officer of the Order of Canada
Life Member, IEEE
Life Member, IFMBE
Fellow, CAE
Fellow, CMBES
Fellow, Engineers Canada
Medical Imaging
Medical Decision Support Systems
Medical Technology Management Issues (clinical engineering)
Technical Services for Hospitals in Developing Countries
Artificial Intelligence in Medicine
Machine Learning for Communications and Networking
Internet of Things (IoT) and Industrial IoT Solutions
5G & 6G Networks
Cloud and Multi-access Edge Computing
Connected & Autonomous Vehicles
Department of Systems and Computer Engineering
Ph.D. (McMaster)
Limited Engineering Licensee
Senior Member, IEEE
Convex Optimization and Differential Geometry in Signal Processing and Communications
Antenna Systems
Communication Systems
Detection & Decoding Techniques
Embedded Systems Applications for Wireless Communication
Department of Systems and Computer Engineering
Ph.D. (Queen's)
Senior Member, IEEE
Real-time Patient Monitoring, Using Pressure-sensitive Mats, Multi-modal Video and Other Sensors
Machine Learning, Pattern Classification, Data Mining
Bioinformatics, Proteonomics & Prediction of Protein Structure, Function, Interaction and Post-translational Modification
Development of Novel Assistive Technology and Devices
School of Computer Science
Ph.D. (Alberta)
Canada Research Chair (Tier 2) in Machine Learning
Canada CIFAR AI Chair (Amii)
Machine Learning
Artificial Intelligence
Natural Language Processing
Computer Vision
Medical Data Analysis
Department of Mechanical and Aerospace Engineering
Ph.D. (UCL)
Principal Investigator, Cell and Tissue Engineering Laboratory (CTELab)
Mechanical Properties of Cells and Tissues
Biological Polymers
Tissue Engineering
Department of Civil and Environmental Engineering
Ph.D. (Carleton)
Chair, Department of Civil and Environmental Engineering
Modelling of Roadway Alignments
Interaction of Highway Infrastructure & Connected Autonomous Vehicles
Effects of Driver Perception & Behaviour
Reducing Collision Risk
Design Consistency & Traffic Safety
Probabilistic Highway Design
Department of Mechanical and Aerospace Engineering
Ph.D. (McGill)
Geometric Modelling & Computer Simulation
Applied Algebraic Geometry
Mechanism and Machine Theory
Automated Optical Robot Calibration Systems
Theoretical Kinematics
School of Computer Science
Ph.D. (Queen's)
Surgical Data Science
Machine Learning
Computer-assisted Surgery
Department of Systems and Computer Engineering
Ph.D. (Carleton)
Senior Member, IEEE
Stochastic Control in Computer Networks
Modelling & Simulation Techniques
Resource Optimization in Wireless Networks
Reliability Mechanisms for Optical Networks
Network Protocol Design & Implementation Issues
Department of Mechanical and Aerospace Engineering
Ph.D. (Dalhousie)
Director, Multi-Domain Laboratory
Ocean Technologies
Mechatronics
Control Systems
Motion Compensation Systems
Cable Modelling
Anti-pendulum Crane Systems
Signal/Image/Video Processing
Autonomous Systems
School of Information Technology
Ph.D. (Waterloo)
Computer Graphics
Visual Effects
Stereoscopic 3D
Film Production Pipelines
Film Language and Cinematography
Asset Management
Film Data Science
Human-computer Interaction
Applications of Machine Learning
Department of Civil and Environmental Engineering
Ph.D. (UBC)
Modelling of Sustainable Modes of Transporation
Road Safety Analysis
Highway Design
Modelling & Evaluation of Intelligent Transportation Systems with Special Focus on Freight
School of Information Technology
Ph.D. (Geneva)
Senior Member, IEEE
Senior Member, ACM
Member, IET
Computer Vision
Procedural Animation
Medical Imaging
Machine Learning
Motion Capture
Signal Compression & Processing
3D Audio
Virtual Reality
Department of Systems and Computer Engineering
Ph.D. (Queen's)
Model-driven Development
Software Testing
Applications of Machine Learning in Software Engineering
Software Security
Department of Cognitive Science
Ph.D. (Carleton)
Principal Investigator, Adaptive Neuromorphics, Intelligence, Memory and Unified Systems (ANIMUS) Lab
Models of Human Memory and Learning
Models of Language Learning, Production and Comprehension
Cognitive Architectures
Artificial Neural Networks and Deep Learning
Bias in Artificial Intelligence
Prof. Ata Khan (Emeritus)
Department of Civil and Environmental Engineering
Ph.D. (Waterloo)
Director, Transportation Research Centre
Institute of Transportation Engineers (ITE) 2020 Lifetime Achievement Award recipient
Life Member, ITE
Life Member, ASCE
Fellow, CSCE
Intelligent Systems
Modelling & Simulation
Policy & Planning
Engineering Economics
Safety & Efficiency
Sustainable Development/Transportation
Energy & Environmental Factors in Transportation
School of Computer Science
Ph.D. (Toronto)
Director, Intelligent Machines Lab (iML)
Machine Learning, Deep Learning & Related Areas in Computer Vision and Natural Language Processing
Department of Systems and Computer Engineering
Ph.D. (Toulouse III)
Chair, Department of Systems and Computer Engineering
Principal Investigator, Software Quality Engineering Lab (SQUALL)
Senior Member, IEEE
Verification & Validation of Software Systems
Model-driven Development & Object-oriented Analysis/Design with the Unified Modelling Language (UML)
Software Quality Assurance & Control Based on Quantitative Methods & Measurement
Experimental Software Engineering
Applications of Artificial Intelligence & Evolutionary Computing to Software Engineering
Department of Mechanical and Aerospace Engineering
Ph.D. (Carleton)
Director, Aircraft Design Research Group
Program Director, NSERC CREATE Uninhabited Aircraft Systems Training, Innovation and Leadership Initiative (UTILI)
Processing and Testing of Composites and Fibre Metal Laminate Airframe Materials
Design of Uninhabited Aerial Vehicles (UAVs) and Micro-aerial Vehicles (MAVs)
Low Velocity Impact Modelling and Testing for Composites
Biomimetic and Bio-inspired Structures for Air Vehicles
Applications of AI & ML on Structural Health Monitoring, Defect Identification and Image Classification Around Aerospace, the Environment and Infrastructure
Department of Mechanical and Aerospace Engineering
Ph.D. (Waterloo)
Senior Member, IEEE
Fellow, IET
Machinery/Structure Condition Monitoring
Prognostics & Health Management
Vibration & System Control
Intelligent Mechatronic Systems
Machine Learning
Instrumentation & Measurement
Department of Systems and Computer Engineering
Ph.D. (Alberta)
Former Canada Research Chair (Tier 2) in Interactive Network Computing and Teleoperation
Fellow, IEEE
Fellow, EIC
Fellow, CAE
Interactive Networked Systems: Teleoperation, Telerobotics, Telehaptics with Applications to Telemedicine
Haptics with Applications to Medical Simulations
Robotics, Control & Intelligent Systems
Context-aware Smart Networks
Wireless Sensor Networks
Department of Systems and Computer Engineering
Ph.D. (Arizona State)
Program Coordinator, Software Engineering
Senior Member, IEEE
Software Engineering
Software-defined Networks (SDN)
Wireless Sensor Networks
Cloud Computing
Internet of Things (IoT)
Big Data Analytics
Software-defined Networks (SDN): Application Performance and Security
Security of Internet Geo-Location
Mobile Cloud COmputing
Security and Privacy of Internet of Things (IoT)
Department of Mechanical and Aerospace Engineering
Ph.D. (Western)
Senior Member, IEEE
Guidance, Perception & Navigation, and Control
Vision-aided Inertial Navigation Systems for Aerial and Ground Vehicles
Robot Localization and Mapping with Inertial Units
Filtering and Estimation Techniques: Stochastic and Deterministic
Sensor Fusion
Relative Localization and Collaborative/Distributed Control of Multi-agent Systems
Artificial intelligence (Supervised Learning, Unsupervised and Reinforcement Learning)
Department of Systems and Computer Engineering
Ph.D. (Manitoba)
Co-director, Tissue Engineering & Applied Materials (TEAM) Hub
Canada Research Chair (Tier 2) in Imaging and Biomaterials Characterization
Senior Member, IEEE
Tissue Engineering
Microscopy and Spectroscopy Imaging
Biomedical Image Processing
Machine Learning
Pattern Classification
Department of Cognitive Science
Ph.D. (UBC)
Artificial Intelligence and Education
Interactive Educational Technologies
Human-AI Collaboration in Student Learning Contexts
Learning Analytics
School of Public Policy & Administration
Ph.D. (Lagos)
Canada Research Chair (Tier 2) in Governance and AI
Digital Government
Artificial Intelligence Governance
Data-intensive Public Sector Innovation
Policy Analytics
Department of Systems and Computer Engineering
Ph.D. (New Brunswick)
Canada Research Chair (Tier 2) in Sensor Systems
Senior Member, IEEE
Sensors & Sensor Systems (biomedical, defence and security applications)
Compressed Sensing
Signal Processing (incl. biomedical signal processing, statistical signal processing, adaptive signal processing)
Machine Learning
Pattern Classification
School of Computer Science
Ph.D. (Hebrew University)
Artificial Intelligence
Multi-agent Systems
Multi-agent Learning
Department of Mechanical and Aerospace Engineering
Ph.D. (Wrocław)
Director, American Automatic Control Council (A2C2)
Robotics & Automation
Aerospace Robotics
Autonomous Systems
Control Systems
Sensor/Data Fusion
Vision Systems
Guidance, Navigation & Control
Aerospace Control
Artificial Intelligence
Fuzzy Logic Systems & Neural Networks
Biomedical Engineering
School of Information Technology
Ph.D. (Calgary)
Program Coordinator, Information Resource Management (IRM)
Data Modelling
Big Data Analytics
Services Computing
Machine Learning
Cloud Computing
Department of Systems and Computer Engineering
Ph.D. (Victoria)
Perception, Navigation and Control for Robotics
Autonomous Underwater Vehicles
Vision-based Intelligent Control
Cooperation and Coordination of Multi-agent Systems
Optimal and Distributed Control of Large-scale Systems
School of Information Technology
Ph.D. (Carleton)
Associate Director, School of Information Technology (Undergraduate)
Big Data Analytics Acceleration
Cloud and Data Centre Optimization
Algorithm Design in Distributed Systems
Data Privacy Preservation
School of Computer Science
Ph.D. (New Mexico)
Associate Director, Carleton Internet Security Lab (CISL)
Computer Security
Operating Systems
Intrusion Detection
Artificial Life
Complex Adaptive Systems
Adaptive & Learning Systems
Multi-robot Learning & Adaptation
Machine Learning for Cooperative Control of Multiple Autonomous Robots
Control of Robot Manipulators
Adaptive Control
System Identification
School of Computer Science
Ph.D. (Waterloo)
Faculty Affiliate, Vector Institute for Artificial Intelligence, Toronto
Faculty Affiliate, Schwartz Reisman Institute for Technology and Society, Toronto
Canada Research Chair Tier 2 in Artificial Intelligence
Multi-agent Systems
Reinforcement Learning
Game Theory
Deep Learning
Machine Learning
AI Safety
Generative AI
School of Information Technology
Ph.D. (Alberta)
Design, Adaptation & Reasoning for Interactive Systems
Automated Reasoning for Interactive Experiences
Assisted Creativity for Generative Interactive Systems
Authorable Generation for Interactive Stories
Level-of-detail Simulation for Interactive Worlds
Department of Systems and Computer Engineering
Ph.D. (Western)
Medical Image Analysis
Image Segmentation & Registration
Myocardial Tissue Characterization
Machine Learning for Medical Imaging Applications
Analysis of Digital Histopathology Images
Computational Modelling of the Heart
Department of Mechanical and Aerospace Engineering
Ph.D. (Carleton)
Spacecraft Guidance, Navigation & Control (GN&C) Algorithms and Software
Spacecraft Proximity Operations
Attitude Dynamics & Control
Computer Vision-based Navigation Systems
Space Automation & Robotics
Formation Flying
School of Computer Science
Ph.D. (Simon Fraser)
Computer Graphics
Computer Vision
Computer Games
Geometric Modelling, Processing and Visualization Shape Analysis
Department of Systems and Computer Engineering
Ph.D. (Buenos Aires)
Limited Engineering Licensee
Director, Advanced Real-Time Simulation Lab (ARSLab)
Recipient, 2022 McLeod Founder Award for Distinguished Service to the Profession by the Society for Modelling and Simulation International (SCS)
Recipient, 2020 Outstanding Professional Achievement Award by the SCS
Fellow, SCS
Senior Member, IEEE
DEVS Formalism
Real-time Modelling
Cellular Models
Modelling & Simulation Methodologies and Tools
Parallel/Distributed/Web-based Simulation
Real-time Operating Systems
Department of Systems and Computer Engineering
Ph.D. (Mannheim)
Open Source Business
Business Ecosystems
Social Network Analysis
Business Patterns
School of Computer Science
Ph.D. (Alberta)
Artificial Intelligence
Machine Learning
Reinforcement Learning
Transfer Learning
Federated Learning
Department of Cognitive Science
Ph.D. (UBC)
Cognitive Modelling
Human-computer Interfaces
Department of Systems and Computer Engineering
Ph.D. (Toronto)
Fellow, IEEE
Fellow, EIC
Fellow, CAE
Fellow, AAIA
Principal Investigator, Carleton University Network 2030 Multidisciplinary Research Cluster
Aerial/UAV Networks
5G & 6G Wireless Networks
HAPS (high altitude platform station) Networks
NTN (non-terrestrial networks)
Connected, Autonomous, Networked Vehicles and UAVs
Wireless Infrastructure, RAN (radio access network)
Relay/Multi-hop/Mesh Networks, Cooperative Communications
Radio Resource Management, Routing, Scheduling
DAS (distributed antenna systems), HetNets
Antenna Architectures, Massive MIMO
Multiple Access, OFDMA, MAC
Advanced Physical Layer Technologies
NOMA, SCMA, Faster-than-Nyquist (FTN) signaling, ULLRC
Internet of Things (IoT)
Cognitive Radio, Spectrum, Opportunistic Spectrum Acess
User-in-the-loop in Wireless Networks
Department of Electronics
Ph.D. (Carleton)
Director, Silicon Micro/NanoPhotonics Research Group
Former Canada Research Chair (Tier 2) in Nano-scale IC Design for Reliable Opto-electronics and Sensors
Fellow, Optica (formerly OSA)
Fellow, EIC
Senior Member, IEEE
Chair, IEEE Women in Engineering (WiE) Committee
Design, Fabrication and Characterization of Micro- and Nano-photonic Devices
Athermal Silicon Waveguide Devices
Silicon-based Optical Bio-sensors
Silicon Polarization Rotators, Multi-mode Ring Filters/Switches
Silicon-based Solar Cells
Silicon Stress Engineering
Silicon-based Biophotonics
Subwavelength Gratings (SWGs)
Silicon Opto-electronics
Photonic Device Physics and Fabrication
Silicon All-optical Packet Switching
Department of Systems and Computer Engineering
Ph.D. (Carleton)
Information Security and Privacy
Computational Intelligence
Optimization
Software Engineering
Performance Engineering
Design Automation Technologies for Design of High-speed VLSI Packages, RF and Microwave Circuits and Subsystems in Wireless Systems
Machine Learning and Neural Network Technologies for High-frequency Electronics Circuits and Systems Design
Automated Modelling Techniques for Microwave Passive and Active Devices
Optimization Technology for Electromagnetic Structures, Circuits and Systems Design
School of Computer Science
Ph.D. (Concordia)
Associate Director, Carleton Computer Security Lab (CCSL)
Platform/Systems Computing
Trusted Computing
Hardware/Architectural Security Support
Systems Security
Authentication, Privacy and Data Protection
