Choi, Dongseok
Proceedings of the Pacific Rim Statistical Conference for Production Engineering
Part I. Design and Collection of Big Data
1. Bottom-Up Estimation and Top-Down Prediction: Solar Energy Prediction Combining Information from Multiple Sources
Youngdeok Hwang, Siyuan Lu, Jae-Kwang Kim
2. The 62% Problems of SN Ratio and New Conference Matrix for Optimization: To Reduce Experiment Numbers and to Increase Reliability for Optimization
Teruo Mori
Part II. Analytic Methods of Big Data
3. Possible Clinical Use of Big Data: Personal Brain Connectomics
Dong Soo Lee
4. The Real-Time Tracking and Alarming the Early Neurological Deterioration Using Continuous Blood Pressure Monitoring in Patient with Acute Ischemic Stroke
Youngjo Lee, Maengseok Noh, Il Do Ha
Part III. Operation/Production Decision Making
5. Condition Monitoring and Operational Decision-Making in Modern Semiconductor Manufacturing Systems
Dragan Djurdjanovic
6. Multistage Manufacturing Processes: Innovations in Statistical Modeling andInference
Hsiang-Ling Hsu, Ching-Kang Ing, Tze Leung Lai, Shu-Hui Yu
Part IV. Reliability and Health Management
7. Recent Research in Dynamic Screening System for Sequential Process Monitoring
Peihua Qiu, Lu You
8. Degradation Analysis with Measurement Errors
Chien-Yu Peng, Hsueh-Fang Ai
Part V. Recent Advances in Statistical Methods
9. A Least Squares Method for Detecting Multiple Change Points in a Univariate Time Series
Kyu S. Hahn, Won Son, Hyungwon Choi, Johan Lim
10. Detecting the Change of Variance by Using Conditional Distribution with Diverse Copula Functions
Jong-Min Kim, Jaiwook Baik, Mitch Reller
11. Clustering Methods for Spherical Data: An Overview and a New Generalization
Sungsu Kim, Ashis SenGupta
12. A Semiparametric Inverse Gaussian Model and Inference for Survival Data
Sangbum Choi
Avainsanat: Statistics, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Big Data/Analytics
- Toimittaja
- Choi, Dongseok
- Jang, Daeheung
- Lai, Tze Leung
- Lee, Youngjo
- Lu, Ying
- Ni, Jun
- Qian, Peter
- Qiu, Peihua
- Tiao, George
- Julkaisija
- Springer
- Julkaisuvuosi
- 2018
- Kieli
- en
- Painos
- 1
- Sarja
- ICSA Book Series in Statistics
- Sivumäärä
- 8 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9789811081682
- Painetun ISBN
- 978-981-10-8167-5