There are many process and raw materials distinctions between brewing beer at large, multinational scales and at small, regional craft scales. However, the longstanding dominance of large industry players means most available data on brewing are derived from studies conducted at large scales. There is much yet to understand about quality and efficiency outcomes of […]

Many voice and chat systems have emerged with the advancement of deep learning and big data processing technology like Alexa. However, there is still a large gap in implementing human-like conversation systems and there is a stigma around acceptance of the technology. In this project, we reduce the gap by building a personalized a voice […]

La planification et l’implantation des interventions auprès d’un apprenant (enfants, jeune et adulte) ayant des limitations cognitives s’articule autour d’un processus d’évaluation qui permet de déterminer son profil . Divers outils de collecte de données (outils d’éva luation) dont des instruments de mesure, des outils d’observation, des inventaires, des questionnaires et des tests (normatifs ou […]

Leav, une startup spécialisée en solutions de magasinage autonome pour le commerce de détail, cherche à développer un système de vision par ordinateur qui permettra à tout type de détaillant d’automatiser leurs caisses facilement et abordablement. Le projet sera d’une durée de 4 mois et débutera en octobre 2021 avec une date de fin prévue […]

Predictive modeling is a statistical data mining approach that builds a prediction function from the observed data. The function is then used to estimate a value of a dependent variable for new data. The objective of the project is to develop predictive models by machine learning approach and data mining techniques from the large volum […]

3D Planeta is creating an Earth Intelligence software as a service platform to help solve major challenges that are being faced in areas such as emergency response, disaster management, defense and security, renewable energy development, mining, and property risk and damage assessment. The platform will source and curate data of interest in various formats, create […]

The research project aims at integrating artificial intelligence (AI) into a user interface (UI) in the context of engineering design. Based on this context, the AI-aided UI of the CAD software will actively return hints and advice on missing parts of the product and/or what will be the next steps of the design. Such a […]

L’entreprise Fastercom se spécialise dans le développement d’algorithmes et de logiciels permettant de résoudre différentes formes de problèmes liés aux transports. L’objectif de ce projet est de développer des techniques d’apprentissage automatique adaptées au problème de repositionnement dynamique de véhicules. Il s’agit par exemple du repositionnement d’ambulances pour couvrir adéquatement une zone pour les urgences, […]

In recent years ·complex deep neural networks have achieved outstanding performance on challenging tasks such as language models, classifiers and machine translation but they have remained as a mystery for the users. Due to their hidden and difficult to comprehend internal structure, as well as to their sheer size, they are often referred to as […]

We will build a prototype system that can be used to predict the outcome of treatments for congestive heart failure given a patient’s personal health record or electronic medical record. This will be based on building a relational probabilistic model that is based on standard medical ontologies, initially on expert knowledge, and can make predictions […]

L’industrie 4.0 désigne l’automatisation continue des pratiques de fabrication et industrielles traditionnelles, en utilisant une technologie intelligente moderne. La communication machine à machine à grande échelle (M2M) et l’Internet des objets (IoT) sont intégrés pour une automatisation accrue, une communication et une auto surveillance améliorées, et la production de machines intelligentes capables d’analyser et de […]

In the last few years, pedestrian indoor navigation systems are widely used for various applications such as health care monitoring, Location Based Services (LBS) and emergency services. However, most of the indoor navigation systems are not mature, and could not provide continuous, accurate and reliable positioning solutions. GPS, MEMS sensors and Wi-Fi are three main […]