Research Articles

Insider Threat in an Enterprise

Dr. Fatima Hussain
Behavior Analytics and Insider Threat, RBC Editor, IEEE Newsletter

 
According to the global database breach level index for cybercrimes 38.8 % incidents are unintentional breaches, followed by 33.62 % incidents intended by insiders and only 5.25 % are with malicious intent. Insider threats are …

Smart Navigation Guide for Visually Impaired People (Smart Cane)

Dr. Ning Zhu, Dr. Ameera Al-Karkhi, Mr. Jaspreet Singh, Miss Samira Parveen, Mr. Harmanpreet Sidhu
Sheridan College/ Faculty of Applied Science and Technology
Each year at Sheridan college/School of Mechanical and Electrical Engineering Technology (MEET), over 35 student teams work together in capstone projects to design, build and showcase …

Operationalization of Machine Learning Models in Large Enterprises

Shikhar Kwatra (IBM), Utpal Mangla (IBM)
ML operationalization (ML Ops) involve a cross matrix collaboration of multiple personas involved in the process of model conceptualization to productization. ML Operationalization overlays paradigm of DevOps on Model Lifecycle management process (CRISP-DM).
According to Forrester, “Creating an ML model is …

Engineering Month

Every year in March, the Canadian engineering community celebrates National Engineering Month. It is the largest celebration of engineering excellence. It is to celebrate the diversity of thought and people that make up the engineering profession, and demonstrates that there’s a place for everyone, especially …

Managing 5G Edge Deployments with Closed Loop Automation

Utpal Mangla: VP & Senior Partner; Telco, Media, Entertainment Industry, IBM
Mathews Thomas: Distinguished Engineer; Telco, Media, Entertainment Industry, IBM
5G with edge computing is an emerging area which will revolutionize and transform various industries. The rapidly increasing number of edge nodes, management of sophisticated workloads running …

Machine Learning for Indoor Positioning

XAVIER N. FERNANDO, (Senior Member, IEEE)
Department of Electrical, Computer, and Biomedical Engineering, Ryerson University, Toronto
Accurate real time positioning is the key to enable location-based services (LBS). Although the global positioning system (GPS) is widely used for localization in outdoors, the GPS usability is not satisfactory …

Student Research: Capstone Projects Showcase-Sheridan College

Ameera Al-Karkhi
Each year, over 35 student teams work together to design, build and showcase their projects that include advanced technologies such as Additive Manufacturing, Energy, Robotics, Automation, the Internet of Things and Advanced Electrical Devices. The Capstone projects provides the students with Hands-on learning transferable …

Artificial Intelligence vs Computational Intelligence

Bruno Di Stefano
One can hardly scan through newspapers and magazines without finding the term “Artificial Intelligence” (AI). For instance, The Economist, a very respected and reliable magazine focused on world events, politics and business, but also on science and technology, has published plenty of in …