Industries from retail to finance are using clustering to personalize services, detect fraud, monitor equipment and improve ...

Teaching AI to explore its surroundings is a bit like teaching a robot to find treasure in a vast maze—it needs to try different paths, but some lead nowhere. In many real-world challenges, like ...

Innovative solutions will pave the way for new leaps in machine learning ... with AI and ML, robots can assist in performing precise surgical procedures, analyze medical images to identify tumors ...

image and signal processing, predictive modeling and statistical learning. In order to include the analyst and human user side, our AI, Machine Learning & Robotics faculty work in areas including ...

After joining the Freeman Lab, Alshammari began studying clustering, a machine-learning technique that classifies images by learning to organize similar images into nearby clusters. She realized ...

Robot overlords ... Contemporary AI is actually a cluster of related technologies—machine learning, supervised learning, and computer vision, for example—that allow companies to automate ...

Chemists have created a machine learning tool that can identify the chemical composition of dried salt solutions from an image with 99% accuracy. By using robotics to prepare thousands of samples ...

Unsupervised learning approaches to unlabeled data, such as clustering and dimensionality reduction will be applied to both structured (numerical) and image data. Finally, some new frontiers in ...