Frequent pattern mining from multivariate time series data

Extended vertical lists for temporal pattern mining from multivariate time series

(2019) Anton Kocheturov et al.   EXPERT SYSTEMS

Use of Machine Learning for Prediction of Patient Risk of Postoperative Complications After Liver, Pancreatic, and Colorectal Surgery

(2019) Katiuscha Merath et al.   JOURNAL OF GASTROINTESTINAL SURGERY

MySurgeryRisk

(2018) Azra Bihorac et al.   ANNALS OF SURGERY

Algorithms for frequent itemset mining: a literature review

(2018) Chin-Hoong Chee et al.   ARTIFICIAL INTELLIGENCE REVIEW

Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications

(2016) Paul Thottakkara et al.   PLoS One

Mining Temporal Patterns in Time Interval-Based Data

(2015) Yi-Cheng Chen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An efficient pattern mining approach for event detection in multivariate temporal data

(2015) Iyad Batal et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients

(2014) David W. Bates et al.   HEALTH AFFAIRS

Preoperative Frailty and Quality of Life as Predictors of Postoperative Complications

(2011) Adrienne Saxton et al.   ANNALS OF SURGERY

Parallel TID-based frequent pattern mining algorithm on a PC Cluster and grid computing system

(2009) Kun-Ming Yu et al.   EXPERT SYSTEMS WITH APPLICATIONS

An expert system for detection of breast cancer based on association rules and neural network

(2008) Murat Karabatak et al.   EXPERT SYSTEMS WITH APPLICATIONS