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Technometrics Volume 45, 2003 - Issue 4
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Primary Article

Context-Based Statistical Process Control

A Monitoring Procedure for State-Dependent Processes

Irad Ben-Gal Department of Industrial Engineering, Tel-Aviv University, Ramat-Aviv, Tel-Aviv 69978, Israel
,
Gail Morag Department of Industrial Engineering, Tel-Aviv University, Ramat-Aviv, Tel-Aviv 69978, Israel
&
Armin Shmilovici Department of Information Systems Engineering, Ben-Gurion University, Beer-Sheva 84105, Israel
Pages 293-311 | Published online: 01 Jan 2012

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Dongdong Xiang, Xiaolong Pu, Dong Ding & Wenjuan Liang. (2021) An efficient charting scheme for multivariate categorical process with a sparse contingency table. Journal of Quality Technology 53:1, pages 88-105.
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Devashish Das & Shiyu Zhou. (2017) Detecting entropy increase in categorical data using maximum entropy distribution approximations. IISE Transactions 49:8, pages 827-837.
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Nan Chen & Shiyu Zhou. (2015) CUSUM Statistical Monitoring of M/M/1 Queues and Extensions. Technometrics 57:2, pages 245-256.
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Jian Li, Fugee Tsung & Changliang Zou. (2014) Multivariate binomial/multinomial control chart. IIE Transactions 46:5, pages 526-542.
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Noa Ruschin-Rimini, Irad Ben-Gal & Oded Maimon. (2013) Fractal geometry statistical process control for non-linear pattern-based processes. IIE Transactions 45:4, pages 355-373.
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Pierre Brice & Wei Jiang. (2009) A context tree method for multistage fault detection and isolation with applications to commercial video broadcasting systems. IIE Transactions 41:9, pages 776-789.
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Seong-Hee Kim, Christos Alexopoulos, Kwok-Leung Tsui & JamesR. Wilson. (2007) A distribution-free tabular CUSUM chart for autocorrelated data. IIE Transactions 39:3, pages 317-330.
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IRAD BEN-GAL & GONEN SINGER. (2004) Statistical process control via context modeling of finite-state processes: an application to production monitoring. IIE Transactions 36:5, pages 401-415.
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Articles from other publishers (39)

Irad Ben-Gal, Marcelo Bacher, Morris Amara & Erez Shmueli. (2023) A Nonparametric Subspace Analysis Approach with Application to Anomaly Detection Ensembles. INFORMS Journal on Data Science.
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Batchen Eden, Ilai Bistritz, Nicholas Bambos, Irad Ben-Gal & Evgeni Khmelnitsky. (2023) Personalized and Energy-Efficient Health Monitoring: A Reinforcement Learning Approach. IEEE Control Systems Letters 7, pages 955-960.
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Donald E.K. Martin, Iris Bennett, Tuhin Majumder & Soumendra Nath Lahiri. 2022. Geometry and Statistics. Geometry and Statistics 79 103 .
Gonen Singer & Yuval Cohen. (2021) A framework for smart control using machine-learning modeling for processes with closed-loop control in Industry 4.0. Engineering Applications of Artificial Intelligence 102, pages 104236.
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Yuichi Nagata. (2020) High-Order Entropy-Based Population Diversity Measures in the Traveling Salesman Problem. Evolutionary Computation 28:4, pages 595-619.
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Yu‐Ching Chang & Chang‐Ming Chen. (2020) A Kullback‐Leibler information control chart for linear profiles monitoring. Quality and Reliability Engineering International 36:7, pages 2225-2248.
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Donald E. K. Martin. (2019) Distributions of pattern statistics in sparse Markov models. Annals of the Institute of Statistical Mathematics 72:4, pages 895-913.
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Dana Pessach, Gonen Singer, Dan Avrahami, Hila Chalutz Ben-Gal, Erez Shmueli & Irad Ben-Gal. (2020) Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming. Decision Support Systems 134, pages 113290.
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Dik Dmitry, Polyakova Elena, Chelovechkova Anna, Zmyzgova Tatiana & Ponomareva Elena. (2020) Approaches to Anomaly Detection in Web Application Intrusion Detection Systems. Approaches to Anomaly Detection in Web Application Intrusion Detection Systems.
D. Dik, E. Polyakova, A. Chelovechkova & V. Moskvin. (2019) Web Attacks Detection Based on Patterns of Sessions. Web Attacks Detection Based on Patterns of Sessions.
Irad Ben-Gal, Shahar Weinstock, Gonen Singer & Nicholas Bambos. (2019) Clustering Users by Their Mobility Behavioral Patterns. ACM Transactions on Knowledge Discovery from Data 13:4, pages 1-28.
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Yuval Shalev & Irad Ben-Gal. (2019) Context Based Predictive Information. Entropy 21:7, pages 645.
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Qiao Liang & Kaibo Wang. (2019) Monitoring of user‐generated reviews via a sequential reverse joint sentiment‐topic model. Quality and Reliability Engineering International 35:4, pages 1180-1199.
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Esperan Padonou, Olivier Roustant & Michel Lutz. (2015) Robust Monitoring of an Industrial IT System in the Presence of Structural Change. Quality and Reliability Engineering International 31:6, pages 949-962.
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Seong-Hee Kim. (2015) A Distribution-freeCUSUMChart for Monitoring Variability of AutocorrelatedProcesses. Quality and Reliability Engineering International 31:6, pages 923-934.
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Marcelo Bacher & Irad Ben-Gal. (2014) An approach to Bayesian multi-mode statistical process control based on subspace selection. An approach to Bayesian multi-mode statistical process control based on subspace selection.
Don G. Wardell. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Eugene Kagan, Alexander Rybalov, Alon Sela, Hava Siegelmann & Jennie Steshenko. 2014. Biologically-Inspired Techniques for Knowledge Discovery and Data Mining. Biologically-Inspired Techniques for Knowledge Discovery and Data Mining 11 47 .
Viviane Filgueiras, Enrique Luis Lima & José Carlos Pinto. (2013) Long-term statistical stability of industrial plants: Performance indicators and monitoring of an industrial pet plant. The Canadian Journal of Chemical Engineering 91:9, pages 1523-1537.
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Jorge Fernández, Lorena Calavia, Carlos Baladrón, Javier Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jesus Alonso-López & Zeev Smilansky. (2013) An Intelligent Surveillance Platform for Large Metropolitan Areas with Dense Sensor Deployment. Sensors 13:6, pages 7414-7442.
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Steffen Borchers & Rolf Findeisen. (2013) Outlier Detection for Polynomial Systems Using Semidefinite Relaxations. IFAC Proceedings Volumes 46:23, pages 761-766.
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Noa Ruschin-Rimini, Oded Maimon & Roni Romano. (2010) Visual analysis of quality-related manufacturing data using fractal geometry. Journal of Intelligent Manufacturing 23:3, pages 481-495.
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Nan Chen, Yuan Yuan & Shiyu Zhou. (2011) Performance analysis of queue length monitoring of M/G/1 systems. Naval Research Logistics (NRL) 58:8, pages 782-794.
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Pierre Brice, Wei Jiang & Guohua Wan. (2011) A Cluster-Based Context-Tree Model for Multivariate Data Streams with Applications to Anomaly Detection. INFORMS Journal on Computing 23:3, pages 364-376.
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Stelios Psarakis. (2011) The use of neural networks in statistical process control charts. Quality and Reliability Engineering International 27:5, pages 641-650.
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Lingyun Zhang, Gemai Chen & Philippe Castagliola. (2009) On t and EWMA t charts for monitoring changes in the process mean. Quality and Reliability Engineering International 25:8, pages 933-945.
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Shien‐Ping Huang & Chih‐Chou Chiu. (2008) Process monitoring with ICA‐based signal extraction technique and CART approach. Quality and Reliability Engineering International 25:5, pages 631-643.
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Wei Jiang & Pierre Brice. (2009) Data stream clustering and modeling using context-trees. Data stream clustering and modeling using context-trees.
Armin Shmilovici, Yoav Kahiri, Irad Ben-Gal & Shmuel Hauser. (2008) Measuring the Efficiency of the Intraday Forex Market with a Universal Data Compression Algorithm. Computational Economics 33:2, pages 131-154.
Crossref
Irad Ben-Gal. 2010. Data Mining and Knowledge Discovery Handbook. Data Mining and Knowledge Discovery Handbook 117 130 .
Krzysztof Stebel & Dariusz Choiński. 2008. Artificial Intelligence: Methodology, Systems, and Applications. Artificial Intelligence: Methodology, Systems, and Applications 1 11 .
Don G. Wardell. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
Shien-Ping Huang, Chih-Chou Chiu, Deborah F. Cook & Chi-Jie Lu. (2007) Process disturbance identification using ICA-based image reconstruction scheme with neural network. Process disturbance identification using ICA-based image reconstruction scheme with neural network.
Gonen Singer & Irad Ben‐Gal. (2007) The funnel experiment: The Markov‐based SPC approach. Quality and Reliability Engineering International 23:8, pages 899-913.
Crossref
Luis Marcelo Pereira. (2007) Bioequivalence testing by statistical shape analysis. Journal of Pharmacokinetics and Pharmacodynamics 34:4, pages 451-484.
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Armin Shmilovici & Irad Ben-Gal. (2007) Using a VOM model for reconstructing potential coding regions in EST sequences. Computational Statistics 22:1, pages 49-69.
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I. Ben-Gal, A. Shani, A. Gohr, J. Grau, S. Arviv, A. Shmilovici, S. Posch & I. Grosse. (2005) Identification of transcription factor binding sites with variable-order Bayesian networks. Bioinformatics 21:11, pages 2657-2666.
Crossref
Irad Ben-Gal. 2005. Data Mining and Knowledge Discovery Handbook. Data Mining and Knowledge Discovery Handbook 131 146 .
K.-O. Shohat-Zaidenraise, A. Shmilovici & I. Ben-Gal. (2004) A VOM based gene-finder that specializes in short genes. A VOM based gene-finder that specializes in short genes.

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