Enhanced Content-Based Similarity Detection for Book Recommendation

Recommendations is one of the main ways Kobo users discover content on the platform. By using purchase history, Kobo can suggest other books similar to a certain item. However, this does not provide meaningfulrecommendations in some cases, especially for bestsellers and fiction books. Currently, only for books that have no purchase history does Kobo supply […]

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Mobile Data Usage & Signal Strength – Manage, Analyze and predict estimated data usage and signal strength to conduct automatic cause analysis using deep neural network and unsupervised learning techniques

Enterprise mobility management enables to collect various metrics from million of devices. This industrial research project focuses on identifying the key performance indicators and formulas to identify and predict coverage issues and identify data usage problems within a device. Using the key performance indicators, the intern will explore all feasible machine learning approaches. Final goal […]

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Exploratory pharmacokinetic and preliminary efficacy modelling of select orally administered antiviral compounds following DehydraTECH formulation enhancement

Researchers around the world are racing to find treatment solutions to combat COVID-19, the disease cause by infection of the novel coronavirus (SARS-CoV-2). The use of antiretroviral therapy has recently shown preliminary promise. However, a barrier relates to bioavailability challenges, i.e., poor uptake, of these drugs. Poor bioavailability limits drug utility which could be paramount […]

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Infection and Immunity Screening

The COVID-19 crisis in Canada has transformed from one of containment to one of mitigation, as the disease has begun to spread through the community, slowed by “social distancing.” An ideal mitigation strategy requires extensive testing to determine (i) who has COVID-19, (ii) who has recovered from it (presumably with immunity), and (iii) who has […]

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Indoor Mapping based on recorded videos

Knowledge of indoor spatial information is vital to stores, warehouses, industries, and homes alike. It is used to optimize layouts to achieve easier navigation for humans, machines, and autonomous robots. Maps provide limited data about the specific placement of objects in the environment and inferring information about the physical space can be impossible. The objective […]

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Quantifying the oxidization of polysaccharides and optimizing dextran-bovine serum albumin glycation conditions for development of a new pneumococcal vaccine

Pneumonia remains the single leading cause of childhood death under age 5 worldwide. The price per dose of current vaccines is high and supply is limited due to a complex manufacturing process and low yield, significantly reducing its distribution in developing nations. A newly patented vacuo dry-glycation process promises much higher efficacy than the conjugation […]

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Intelligent Orchards: Redefining the Production and Management of Tree Fruits

One of the main challenges in tree fruit orchards is to accurately predict apple yield and identify the health of individual trees (e.g., healthy foliage, fruit development, detecting and identifying diseased trees). Manual performance of these tasks is labour intensive and costly. Therefore, automated processes provide novel solutions with enhanced accuracy, efficiency, and productivity. The […]

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An exploratory study of Asian International Students‘ experiences in Ontario Schools

A rapid increase in the number of Asian international students attending K-12 schools has led to the investigation of the complex, multi-layered aspects of the life experience and needs of Asian international students in Ontario schools. Working closely with View-Wide International Education Group and using multiple case studies, this study will explore the factor of […]

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Developing a facility-level energy load shape simulation method for utility planning

Utility planners require an understanding of how and when energy is used among their customers. Hourly “load shapes”, that represent facility electricity of natural gas use for each hour of the year, often disaggregated into individual “end-uses” such as space heating, lighting or water heating are the most detailed information of this type typically available […]

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