32 citations · 50 across the 7 of their papers we have counts for
7 papers
Exploring Runtime Decision Support for Trauma Resuscitation
Keyi Li, Sen Yang, Travis M. Sullivan +2
AI-based recommender systems have been successfully applied in many domains (e.g., e-commerce, feeds ranking). Medical experts believe that incorporating such methods into a clinic…
Generating Privacy-Preserving Process Data with Deep Generative Models
Keyi Li, Sen Yang, Travis M. Sullivan +2
Process data with confidential information cannot be shared directly in public, which hinders the research in process data mining and analytics. Data encryption methods have been s…
Process-oriented Iterative Multiple Alignment for Medical Process Mining
Shuhong Chen, Sen Yang, Moliang Zhou +2
Adapted from biological sequence alignment, trace alignment is a process mining technique used to visualize and analyze workflow data. Any analysis done with this method, however,…
Online People Tracking and Identification with RFID and Kinect
Xinyu Li, Yanyi Zhang, Ivan Marsic +1
We introduce a novel, accurate and practical system for real-time people tracking and identification. We used a Kinect V2 sensor for tracking that generates a body skeleton for up…
Concurrent Activity Recognition with Multimodal CNN-LSTM Structure
Xinyu Li, Yanyi Zhang, Jianyu Zhang +4
We introduce a system that recognizes concurrent activities from real-world data captured by multiple sensors of different types. The recognition is achieved in two steps. First, w…
Progress Estimation and Phase Detection for Sequential Processes
Xinyu Li, Yanyi Zhang, Jianyu Zhang +7
Process modeling and understanding are fundamental for advanced human-computer interfaces and automation systems. Most recent research has focused on activity recognition, but litt…