1. A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams. Issue 1 (2nd January 2018) Authors: Xian, Xiaochen; Wang, Andi; Liu, Kaibo Journal: Technometrics Issue: Volume 60:Issue 1(2018) Page Start: 14 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A spatial-adaptive sampling procedure for online monitoring of big data streams. Issue 4 (2nd October 2018) Authors: Wang, Andi; Xian, Xiaochen; Tsung, Fugee; Liu, Kaibo Journal: Journal of quality technology Issue: Volume 50:Issue 4(2018) Page Start: 329 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. An adaptive machine learning algorithm for the resource-constrained classification problem. (March 2023) Authors: Shifman, Danit Abukasis; Cohen, Izack; Huang, Kejun; Xian, Xiaochen; Singer, Gonen Journal: Engineering applications of artificial intelligence Issue: Volume 119(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. An effective online data monitoring and saving strategy for large-scale climate simulations. Issue 3 (4th May 2019) Authors: Xian, Xiaochen; Archibald, Rick; Mayer, Benjamin; Liu, Kaibo; Li, Jian Journal: Quality technology & quantitative management Issue: Volume 16:Issue 3(2019) Page Start: 330 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Causation-based process monitoring and diagnosis for multivariate categorical processes. (4th March 2017) Authors: Li, Jian; Liu, Kaibo; Xian, Xiaochen Journal: IISE transactions Issue: Volume 49:Number 3(2017) Page Start: 332 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation. Issue 2 (15th March 2021) Authors: Xian, Xiaochen; Zhang, Chen; Bonk, Scott; Liu, Kaibo Journal: Journal of quality technology Issue: Volume 53:Issue 2(2021) Page Start: 135 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling. (3rd April 2023) Authors: Ye, Honghan; Xian, Xiaochen; Cheng, Jing-Ru C.; Hable, Brock; Shannon, Robert W.; Elyaderani, Mojtaba Kadkhodaie; Liu, Kaibo Journal: IISE transactions Issue: Volume 55:Number 4(2023) Page Start: 392 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Spatial Rank-Based Augmentation for Nonparametric Online Monitoring and Adaptive Sampling of Big Data Streams. Issue 2 (3rd April 2023) Authors: Zan, Xin; Wang, Di; Xian, Xiaochen Journal: Technometrics Issue: Volume 65:Issue 2(2023) Page Start: 243 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand. Issue 1 (25th January 2021) Authors: Xian, Xiaochen; Ye, Honghan; Wang, Xin; Liu, Kaibo Journal: Technometrics Issue: Volume 63:Issue 1(2021) Page Start: 77 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗