Recently, machine learning has been used in every possible field to leverage its amazing power. In this project we employ and advance machine learning algorithms for analysis of networks log data due to extraction of informative features. These data, which are recorded every millisecond, are usually high dimensional and imbalanced where no class label is […]

Edge computing is expected to play a transformative role for future AI applications in 5G networks by bringing cloud-style resource provisioning closer to the devices that have the data. Instead of running resource-intensive AI applications at the end devices, we can consolidate their execution at the edge, which brings many benefits, such as eliminating the […]

The Centre for Operations Excellence Industry Projects 2019 consists of seven sub-projects sponsored by five different industry partners. Each sub-project represents an important challenge for its sponsor. These sub-projects include Extracting data from unstructured text of NOTAMs to assess relevance (Boeing 1), Developing a fix effectiveness engine to perform data-driven predictive maintenance (Boeing 2), Initial […]

Shale gas plays are becoming progressively more important in the energy market as gas production from these reservoirs is increasing. With the advances in exploitation technology gas production from shale has become more viable and economic. Based on previous studies southwestern Manitoba can be a good candidate for extracting gas from shale formations at shallow […]

Interstitial cystitis is an inflammatory disease of the urinary bladder and is recognized as a serious medical condition associated with a profoundly negative impact on patients’ quality of life. Currently, there are no widely acknowledged causes of this disorder and no effective treatments available. Panag is a Halifax based drug company which focuses on development […]

Recent pipeline projects in Canada and the US have attracted lots of attention due to their importance for our future economy and environment. In the proposed project University of Alberta and Shawcor propose to work together towards developing E-smart pipelines and creating defect free system. We will utilize the vast amount of emerging and cutting-edge […]

The Ubiquitous Health Technology Lab (UbiLab) will explore the development of a data integration framework and recommendation for associated standards that aims at combining data from (1) smart home systems, (2) AAL or IoT for health technology, (3) mHealth, and (4) wearables. Important areas of data management will be explored, as for example security and […]

Conduct risk management is a topic of great importance to financial service firms. Misconduct from staff members in financial institutions can result in substantial costs. However, compared to other types of risk faced by financial institutions (e.g. credit risk, market risk, liquidity risk), conduct risk and the related reputational risk have been understudied. One of […]

Our society depends greatly on software systems in many of its critical activities including telecommunications, which is an industry sector for which Ericsson has made numerous contributions. These systems, however, have to be maintained and upgraded. The cost and the amount of effort dedicate to maintenance is often high due to the intrinsic complexity of […]

A seizure is a medical emergency. 1 in 10 people will be hit by at least one seizure in their lifetime. 1 in 26 people continue to be hit by seizures recurrently: this is epilepsy. When medications do not work, surgery is needed to cut out seizing brain tissue. Unfortunately, many people cannot presently benefit […]

Immunomagnetic cell isolation particles are widely used to separate cells from complex, biological environments, such as blood, urine, or bone marrow. Cell isolation particles are typically decorated with specialized antibodies to bind to targeted cell surfaces via specific antibody–antigen interactions. These interactions can be disturbed by the presence of serum proteins, which are common constituents […]

Avian Reovirus (ARV) is an economically important virus that is affecting poultry flocks in Alberta. Birds infected with pathogenic ARV may develop a disease named viral arthritis/tenosynovitis which is characterised by lameness, swollen joints, rupture of tendons and increase mortality. The disease is controlled by parent stock vaccination with live and/or inactivated antigen to provide […]