Search
Now showing items 1-10 of 56
Feature learning boosts network performance
(2020)
Features are an important part of machine learning. Features are often the
reduced-dimensional representation of input data, feature calculation, extraction, and
fusion directly affect the final result of the network. ...
Permissioned blockchains for real world applications
(2020)
Blockchain technology, even though relatively new, has evolved rapidly in the past 12 years.
Bitcoin’s underlying technology - the first blockchain - was a public, permissionless, and
completely decentralized network ...
An enhanced passkey entry protocol for secure simple pairing in bluetooth
(2020)
Bluetooth devices are being used very extensively in today's world. From simple
wireless headsets to maintaining an entire home network, the Bluetooth technology
is used everywhere. However, there are still vulnerabilities ...
Online sequential learning with non-iterative strategy for feature extraction, classification and data augmentation
(2020)
Network aims to optimize for minimizing the cost function and provide better
performance. This experimental optimization procedure is widely recognized as gradient descent, which is a form of iterative learning that starts ...
Developing machine learning coding similarity indicators for C & C++ corpora
(2020)
The digital data in this modern world is vulnerable to copying, altering and claiming
someone else’s work as their own. Performing the same activity in programming
assignments can be referred to as source-code theft or ...
Optimization of hospital emergency department
(2021)
This thesis is centered around the topic of emergency department(ED) optimization. Working in conjunction with the Thunder Bay Regional Health Sciences Centre
a simulation model was developed to determine an optimal ...
Development of simulation and machine learning solutions for social issues
(2020)
When developing solutions for social issues, it can be difficult to evaluate the impact they
may have without a real world implementation. This may not be possible for reasons such as
resource, time, and monetary ...
Towards machine learning enabled future-generation wireless network optimization
(2020)
We anticipate that there will be an enormous amount of wireless devices connected
to the Internet through the future-generation wireless networks. Those wireless devices vary
from self-driving vehicles to smart wearable ...
Artificial intelligence empowered virtual network function deployment and service function chaining for next-generation networks
(2021)
The entire Internet of Things (IoT) ecosystem is directing towards a high volume
of diverse applications. From smart healthcare to smart cities, every ubiquitous digital sector provisions automation for an immersive ...
Towards designing AI-aided lightweight solutions for key challenges in sensing, communication and computing layers of IoT: smart health use-cases
(2021)
The advent of the 5G and Beyond 5G (B5G) communication system, along with the
proliferation of the Internet of Things (IoT) and Artificial Intelligence (AI), have started to
evolve the vision of the smart world into a ...