Joyce Y. Chai, professor of electrical engineering and computer science, College of Engineering, and colleagues have been seeking answers to complex questions using natural language processing and machine learning that may improve everyday life.
The Continuum program, launched in Fall 2020, offers continuing online education for everyone from high schoolers to engineers already established in their careers taught by faculty in Electrical and Computer Engineering (ECE) at the University of Michigan. Courses range from introductory classes designed for high school students to specialized classes for those already established in their careers to keep up-to-date… Read More »
The program is hoping to address a major need for qualified AI systems developers. Artificial intelligence is so rapidly transforming a huge array of industries that companies are facing challenges filling positions requiring advanced knowledge of AI systems. One of the reasons for the shortage of workers may simply be a shortage of AI graduate programs. While many… Read More »
When it comes to making human resources decisions, can humans be fair? What about relying on algorithms to make decisions instead? The answer to the first question is not always, which leads some business leaders to pursue the second. Yet, it turns out decisions made by machines are perceived as even less fair than those made by humans.… Read More »
A U-M School for Environment and Sustainability (SEAS) student team is working with the Shiawassee National Wildlife Refuge to study how fish move through different wetland habitats. Their work is primarily dependent on being in the field, but in March the pandemic delayed fieldwork. In June, the team of SEAS master students was allowed to begin socially distant… Read More »
Melissa Haskell, an ECE postdoctoral researcher, was awarded the Ruth L. Kirschstein Postdoctoral Individual National Research Service Award from the National Institutes of Health for her work using machine learning to improve functional magnetic resonance imaging (fMRI). Many factors, including movement, can affect the quality of an fMRI, which is used to measure and study brain activity. Haskell works to… Read More »
U-M senior Sabrina Corsetti‘s efforts to model the pandemic’s spread using a machine learning algorithm has now been included in those being aggregated for the CDC’s weekly projections. Corsetti had her previous research halted when U-M suspended in-person classes and labs back in March. Thomas Schwarz, one of Corsetti’s research professors, happened to be modeling the pandemic’s data… Read More »
Research published recently by CSE investigators can make training machine learning (ML) models fairer and faster. With a tool called AlloX, Mosharaf Chowdhury and a team from Stony Brook University developed a new way to fairly schedule high volumes of ML jobs in data centers that make use of multiple different types of computing hardware, like CPUs, GPUs,… Read More »
M-CURES, a computational model now in development, could help hospitals anticipate fast-changing patient needs while keeping care providers safe. Developed by a team of researchers at the College of Engineering, Precision Health, and Michigan Medicine, the model uses a machine learning algorithm to crunch more than 200 health and demographic variables of individual COVID-19 patients. The model then… Read More »
Alfred Hero, professor of electrical engineering and computer science, has been working on predicting health and disease of people exposed to infectious viral pathogens since early 2007. His research uses machine learning to help discover genes in whole blood that can be used to detect early signs of acute respiratory viral infection (ARVI), as well as improve the… Read More »
UM-Dearborn Assistant Professor of Computer and Information Science Mohamed Abouelenien is exploring whether machine learning can help create a customized, responsive climate control system that would automatically detect a person’s level of “thermal comfort” and then make continuous adjustments to their environment. Abouelenien and his collaborator, UM-Flint Associate Professor of Mechanical Engineering Mihai Burzo, used a thermal camera… Read More »