Published on School of Computer Science (https://www.uoguelph.ca/computing)

Home > Graduates > Research Areas

Research Areas

The School of Computer Science (SoCS) consists of 26 faculty members who have 37 MSc and 35 PhD students under their supervision. SoCS has a long history of conducting interdisciplinary research, as clearly reflected in the emphasis of our interdisciplinary PhD program [1] and collaborative MSc programs. [2]

Faculty Research Areas [3]

Listed below are the main research areas of our graduate faculty. [4]

Artificial Intelligence / Machine Learning

  • Information Retrieval and Natural Language Processing 
  • Uncertainty Management, Bayesian Networks, and Fuzzy Set Theory 
  • Artificial Neural Networks and Deep Learning Models 
  • Computer Vision and Image Analysis 
  • Intelligent Tutorial Systems 
  • Decision Exploration, Support and Confidence

Cybersecurity

  • Intrusion Detection, Cryptography and Crypt-Analysis
  • Cyber Threat Intelligence (CTI) and Analytics
  • Cyber Threat Hunting (CTH) and Digital Forensics
  • Internet of Things (IoT) and Advanced Systems Security
  • Malware Analysis and Software Exploitation
  • Intrusion Detection

Data Science

  • Data Integration and Mining
  • Big Data Analysis
  • Information Visualization
  • Classification and Clustering Analysis
  • Privacy Policy Analysis

Human Computer Interaction

  • Usability, Accessibility and User Analysis
  • Lurker Identification and Ranking
  • Interface and Interaction Design
  • Sensory Impairment
  • Experimental Design

Bioinformatics

  • Bimolecular and Biosequence Analysis
  • Prediction Algorithms and Time Series Analysis
  • Pattern Induction and Recognition

Applied Modelling and Theory

  • De Bruijns Sequences, Gray Codes, and Graph Theory
  • Intrusion Detection and Cryptography
  • Modeling (Spatial, Temporal, Agricultural, Ecological,  Health, Music, Disease-spread)
  • Internet of Things, Smart City and Smart Transportation

Hardware and Distributed Systems

  • Routing and Placement
  • Reconfigurable Computing
  • Intelligent Mobile Agents
  • Design Automation for Embedded Systems
  • Hardware and Software Co-design

 

SoCS Logo

About Us

The School of Computer Science, at the University of Guelph, instituted in 1971 prepares students with strong technical and analytic skills. Students gain hands-on experience in leading edge technology, problem solving and software development, preparing them with an applied academic foundation.

Follow Us

  • Instagram - Instagram
  • LinkedIn - LinkedIn
  • Facebook - Facebook
  • Twitter - Twitter

Source URL:https://www.uoguelph.ca/computing/graduates/research-areas

Links
[1] https://www.uoguelph.ca/computing/graduates-graduate-programs/phd-computational-sciences [2] https://www.uoguelph.ca/computing/graduates/graduate-programs [3] https://www.uoguelph.ca/computing/research-areas [4] https://www.uoguelph.ca/computing/people?field_profile_role_tid=7