Session 688 - Data Analysis: Design, Algorithms & Applications


Computers in Operations and Information Processing
Session 688 - Data Analysis: Design, Algorithms & Applications
The amount of data made available by the continuing advances in experimental measurement techniques has created both opportunities and major challenges towards efficient computational processing of the data sets. Extracting useful information (i.e., knowledge) from these large data sets requires an integral approach that couples the design of experiments or measurement techniques with the algorithms or applications required for the data processing and analysis. New tools for representing, extracting, and using the knowledge available in data sets are expected to emerge to perform tasks in data-rich, analysis-rich situations rather than being data-poor, analysis-rich, which has been the traditional scenario until recently. Contributions are sought that propose new modeling approaches and computational algorithms for addressing issues related to data analysis, management and data-based decision making. Suggested topics include, but are not limited to: * Model based experimental design and use of new data to refine models * Analysis of complex systems including material and biological * Use of data analysis for design, optimization, and control * Interplay of first principles and data driven models in knowledge extraction. The following topics are also of interest to this session: * Distributed decision making in organizations * Decentralized information processing * Financial modeling & investment planning * Information management across the WWW. Applications with industrial relevance are strongly encouraged.
Chair:	Randy Esposito
CoChair:	Srinivasan Rajagopalan
	688a	Synergistic Improvement of Process Safety and Product Quality Ankur Pariyani, Warren D. Seider, Ulku Oktem, Masoud Soroush
	688b	Development of a New Pattern Recognition Method and Its Application to Just-In-Time Modeling Koichi Fujiwara, Yosuke Mukai, Manabu Kano, Shinji Hasebe
	688c	A New Algorithm for Spectrum Alignment by Maximizing Correlations among Signature Peaks Qinghua (Peter) He, Jin Wang
	688d	Data Driven Neural Netowrk Based Models of Ro Desalination Plant Operation and Ro Membrane Performance Francesc Giralt, Robert Rallo, Jaume Giralt, Dan Libotean, Yoram Cohen
	688e	Rectification of Multiscale Data with Reliability Assessment to Guide External Data Procurement In Life Cycle Assessment Shweta Singh, Hang J. Kim, Bhavik R. Bakshi, Prem K. Goel
	688f	Latent Variable Batch Predictive Control Masoud Golshan, Mark-John Bruwer, Prashant Mhaskar, John MacGregor
	688g	Fractal Scaling In Crude Oil Price Evolution Via Time Series Analysis of Historical Data Dimitrios I. Gerogiorgis

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