-
1
-
-
84869488689
-
Advances in mathematical programming models for enterprise-wide optimization
-
Grossmann IE. Advances in mathematical programming models for enterprise-wide optimization. Comput Chem Eng. 2012;47:2-18.
-
(2012)
Comput Chem Eng.
, vol.47
, pp. 2-18
-
-
Grossmann, I.E.1
-
2
-
-
84869487494
-
Smart manufacturing, manufacturing intelligence and demand-dynamic performance
-
Davis J, Edgar T, Porter J, Bernaden J, Sarli M. Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput Chem Eng. 2012;47:145-56.
-
(2012)
Comput Chem Eng.
, vol.47
, pp. 145-156
-
-
Davis, J.1
Edgar, T.2
Porter, J.3
Bernaden, J.4
Sarli, M.5
-
3
-
-
0037432755
-
The Human Genome Project: lessons from large-scale biology
-
Collins FS, Morgan M, Patrinos A. The Human Genome Project: lessons from large-scale biology. Science. 2003;300(5617):286-90.
-
(2003)
Science.
, vol.300
, Issue.5617
, pp. 286-290
-
-
Collins, F.S.1
Morgan, M.2
Patrinos, A.3
-
4
-
-
73349104079
-
An overview of recent developments in genomics and associated statistical methods
-
Bickel PJ, Brown JB, Huang H, Li Q. An overview of recent developments in genomics and associated statistical methods. Philos Trans A Math Phys Eng Sci. 2009;367:4313-37.
-
(2009)
Philos Trans A Math Phys Eng Sci.
, vol.367
, pp. 4313-4337
-
-
Bickel, P.J.1
Brown, J.B.2
Huang, H.3
Li, Q.4
-
5
-
-
84905961237
-
-
3M project. BGI.Accessed on May 10, 2014.
-
3M project. BGI. http://www.genomics.cn/en/navigation/show_navigation?nid=5656. Accessed on May 10, 2014.
-
-
-
-
7
-
-
60549098239
-
Detecting influenza epidemics using search engine query data
-
Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L. Detecting influenza epidemics using search engine query data. Nature. 2009;457:1012-4.
-
(2009)
Nature.
, vol.457
, pp. 1012-1014
-
-
Ginsberg, J.1
Mohebbi, M.H.2
Patel, R.S.3
Brammer, L.4
Smolinski, M.S.5
Brilliant, L.6
-
8
-
-
0002111519
-
Soft-sensors for process estimation and inferential control
-
Tham M. Soft-sensors for process estimation and inferential control. J Process Control. 1991;1(1):3-14.
-
(1991)
J Process Control.
, vol.1
, Issue.1
, pp. 3-14
-
-
Tham, M.1
-
9
-
-
84905961420
-
-
A data-based process modeling approach and its applications. In Proceedings of the 3rd IFAC DYCORD Symposium. College Park, MD
-
Qin SJ, McAvoy TJ. A data-based process modeling approach and its applications. In Proceedings of the 3rd IFAC DYCORD Symposium. College Park, MD: 1992:321-6.
-
(1992)
, pp. 321-326
-
-
Qin, S.J.1
McAvoy, T.J.2
-
10
-
-
84905961210
-
-
Big Data: A Revolution that Will Transform How We Live, Work, and Think. Boston, MA: Houghton Mifflin Harcourt
-
Mayer-Schönberger V, Cukier K. Big Data: A Revolution that Will Transform How We Live, Work, and Think. Boston, MA: Houghton Mifflin Harcourt; 2013.
-
(2013)
-
-
Mayer-Schönberger, V.1
Cukier, K.2
-
11
-
-
84905961488
-
-
Big data: the next frontier for innovation, competition, and productivity. McKinsey & Company.Published May, Accessed on May 10, 2014.
-
Manyika J, Chui M, Brown B, et al. Big data: the next frontier for innovation, competition, and productivity. McKinsey & Company. http://www.mckinsey.com/insights/business_technology/big_data_the_next_frontier_for_innovation. Published May 2011. Accessed on May 10, 2014.
-
(2011)
-
-
Manyika, J.1
Chui, M.2
Brown, B.3
-
12
-
-
85052723106
-
-
National Research Council. Washington, DC: National Academies Press
-
National Research Council. Frontiers in Massive Data Analysis. Washington, DC: National Academies Press; 2013.
-
(2013)
Frontiers in Massive Data Analysis
-
-
-
13
-
-
84905961785
-
-
Tata Consultancy Services. The Emerging Big Returns on Big Data: A TCS 2013 Global Trend Study. Tata Consultancy Services: Accessed on May 10, 2014.
-
Tata Consultancy Services. The Emerging Big Returns on Big Data: A TCS 2013 Global Trend Study. Tata Consultancy Services: 2013. http://www.tcs.com/big-data-study/Pages/download-report.aspx. Accessed on May 10, 2014.
-
(2013)
-
-
-
14
-
-
80051667632
-
Process systems engineering: from Solvay to modern bio- and nanotechnology. A history of development, successes and prospects for the future
-
Stephanopoulos G, Reklaitis GV. Process systems engineering: from Solvay to modern bio- and nanotechnology. A history of development, successes and prospects for the future. Chem Eng Sci. 2011;66:4272-306.
-
(2011)
Chem Eng Sci.
, vol.66
, pp. 4272-4306
-
-
Stephanopoulos, G.1
Reklaitis, G.V.2
-
15
-
-
28244475768
-
Semiconductor manufacturing process control and monitoring: a Fab-wide framework
-
Qin SJ, Cherry G, Good R, Wang J, Harrison CA. Semiconductor manufacturing process control and monitoring: a Fab-wide framework. J Process Control 2006;16:179-91.
-
(2006)
J Process Control
, vol.16
, pp. 179-191
-
-
Qin, S.J.1
Cherry, G.2
Good, R.3
Wang, J.4
Harrison, C.A.5
-
16
-
-
58449086366
-
Drowning in data: informatics and modeling challenges in a data-rich networked world
-
Venkatasubramanian V. Drowning in data: informatics and modeling challenges in a data-rich networked world. AIChE J. 2009;55(1):2-8.
-
(2009)
AIChE J.
, vol.55
, Issue.1
, pp. 2-8
-
-
Venkatasubramanian, V.1
-
17
-
-
11144325691
-
Partial least-squares regression: a tutorial
-
Geladi P, Kowalski BR. Partial least-squares regression: a tutorial. Anal Chim Acta. 1986;185:1-17.
-
(1986)
Anal Chim Acta.
, vol.185
, pp. 1-17
-
-
Geladi, P.1
Kowalski, B.R.2
-
18
-
-
0016890987
-
Reconciliation and rectification of process flow and inventory data
-
Mah RS, Stanley GM, Downing DM. Reconciliation and rectification of process flow and inventory data. Ind Eng Chem Process Des Dev. 1976, 15(1), 175-83.
-
(1976)
Ind Eng Chem Process Des Dev
, vol.15
, Issue.1
, pp. 175-183
-
-
Mah, R.S.1
Stanley, G.M.2
Downing, D.M.3
-
19
-
-
0027949580
-
Representation of process trends-IV. Induction of real-time patterns from operating data for diagnosis and supervisory control
-
Bakshi BR, Stephanopoulos G. Representation of process trends-IV. Induction of real-time patterns from operating data for diagnosis and supervisory control. Comput Chem Eng. 1994;18(4):303-32.
-
(1994)
Comput Chem Eng.
, vol.18
, Issue.4
, pp. 303-332
-
-
Bakshi, B.R.1
Stephanopoulos, G.2
-
20
-
-
85024429815
-
A new approach to linear filtering and prediction problems
-
Kalman RE. A new approach to linear filtering and prediction problems. J Basic Eng. 1960;82(1):35-45.
-
(1960)
J Basic Eng.
, vol.82
, Issue.1
, pp. 35-45
-
-
Kalman, R.E.1
-
22
-
-
58949091424
-
Perspectives for process systems engineering-personal views from academia and industry
-
Klatt KU, Marquardt W. Perspectives for process systems engineering-personal views from academia and industry. Comput Chem Eng. 2009;33:536-50.
-
(2009)
Comput Chem Eng.
, vol.33
, pp. 536-550
-
-
Klatt, K.U.1
Marquardt, W.2
-
23
-
-
0030296884
-
Missing data methods in PCA and PLS: score calculations with incomplete observations
-
Nelson PR, Taylor PA, MacGregor JF. Missing data methods in PCA and PLS: score calculations with incomplete observations. Chemometr Intell Lab Syst. 1996;35:45-65.
-
(1996)
Chemometr Intell Lab Syst.
, vol.35
, pp. 45-65
-
-
Nelson, P.R.1
Taylor, P.A.2
MacGregor, J.F.3
-
24
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
Hinton GE, Salakhutdinov R. Reducing the dimensionality of data with neural networks. Science. 2006;313(5786):504-7.
-
(2006)
Science.
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.2
-
26
-
-
0242709395
-
-
On the need for time series data mining benchmarks: a survey and empirical demonstration. In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Keogh E, Kasetty S. On the need for time series data mining benchmarks: a survey and empirical demonstration. In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2002:102-11.
-
(2002)
, pp. 102-111
-
-
Keogh, E.1
Kasetty, S.2
-
27
-
-
78649672225
-
A review on time series data mining
-
Fu TC. A review on time series data mining. Eng Appl Artif Intell. 2011;24:164-81.
-
(2011)
Eng Appl Artif Intell.
, vol.24
, pp. 164-181
-
-
Fu, T.C.1
-
28
-
-
0013366844
-
Multivariate image analysis and regression for prediction of coating content and distribution in the production of snack foods
-
Yu H, MacGregor JF. Multivariate image analysis and regression for prediction of coating content and distribution in the production of snack foods. Chemometr Intell Lab Syst. 2003;67:125-44.
-
(2003)
Chemometr Intell Lab Syst.
, vol.67
, pp. 125-144
-
-
Yu, H.1
MacGregor, J.F.2
-
29
-
-
0028905904
-
Process analysis, monitoring and diagnosis, using multivariate projection methods
-
Kourti T, MacGregor JF. Process analysis, monitoring and diagnosis, using multivariate projection methods. Chemometr Intell Lab Syst. 1995;28(1):3-21.
-
(1995)
Chemometr Intell Lab Syst.
, vol.28
, Issue.1
, pp. 3-21
-
-
Kourti, T.1
MacGregor, J.F.2
-
31
-
-
84869089680
-
Survey on data-driven industrial process monitoring and diagnosis
-
Qin SJ. Survey on data-driven industrial process monitoring and diagnosis. Annu Rev Control. 2012;36:220-34.
-
(2012)
Annu Rev Control.
, vol.36
, pp. 220-234
-
-
Qin, S.J.1
-
32
-
-
84872859706
-
Quality-relevant and process-relevant fault monitoring with concurrent projection to latent structures
-
Qin SJ, Zheng YY. Quality-relevant and process-relevant fault monitoring with concurrent projection to latent structures. AIChE J. 2013;59:496-504.
-
(2013)
AIChE J.
, vol.59
, pp. 496-504
-
-
Qin, S.J.1
Zheng, Y.Y.2
-
33
-
-
49249127452
-
Robust online monitoring for multimode processes based on nonlinear external analysis
-
Ge ZQ, Yang CJ, Song ZH, Wang HQ. Robust online monitoring for multimode processes based on nonlinear external analysis. Ind Eng Chem Res. 2008;47:4775-83.
-
(2008)
Ind Eng Chem Res.
, vol.47
, pp. 4775-4783
-
-
Ge, Z.Q.1
Yang, C.J.2
Song, Z.H.3
Wang, H.Q.4
-
34
-
-
33645389475
-
Evaluation of a pattern matching method for the Tennessee Eastman challenge process
-
Singhal A, Seborg DE. Evaluation of a pattern matching method for the Tennessee Eastman challenge process. J Process Control. 2006;16:601-13.
-
(2006)
J Process Control.
, vol.16
, pp. 601-613
-
-
Singhal, A.1
Seborg, D.E.2
-
35
-
-
0028892168
-
Disturbance detection and isolation by dynamic principal component analysis
-
Ku W, Storer R, Georgakis C. Disturbance detection and isolation by dynamic principal component analysis. Chemometr Intell Lab Syst. 1995;30(1):179-96.
-
(1995)
Chemometr Intell Lab Syst.
, vol.30
, Issue.1
, pp. 179-196
-
-
Ku, W.1
Storer, R.2
Georgakis, C.3
-
36
-
-
84875515270
-
Performance monitoring of model-based controllers via model residual assessment
-
Sun ZL, Qin SJ, Singhal A, Megan L. Performance monitoring of model-based controllers via model residual assessment. J Process Control. 2013;23:473-82.
-
(2013)
J Process Control.
, vol.23
, pp. 473-482
-
-
Sun, Z.L.1
Qin, S.J.2
Singhal, A.3
Megan, L.4
-
37
-
-
28144459550
-
Some recent development in a concept of causality
-
Granger C. Some recent development in a concept of causality. J Econometr. 1988;39:199-211.
-
(1988)
J Econometr.
, vol.39
, pp. 199-211
-
-
Granger, C.1
-
38
-
-
84897109593
-
Root cause diagnosis of plant-wide oscillations using granger causality
-
Yuan T, Qin SJ. Root cause diagnosis of plant-wide oscillations using granger causality. J Process Control. 2014;24:450-9.
-
(2014)
J Process Control.
, vol.24
, pp. 450-459
-
-
Yuan, T.1
Qin, S.J.2
-
39
-
-
0040287998
-
Artificial neural network models of knowledge representation in chemical engineering
-
Hoskins JC, Himmelblau DM. Artificial neural network models of knowledge representation in chemical engineering. Comput Chem Eng. 1988;12:881-90.
-
(1988)
Comput Chem Eng.
, vol.12
, pp. 881-890
-
-
Hoskins, J.C.1
Himmelblau, D.M.2
-
40
-
-
0025415732
-
Forecasting and control using adaptive connectionist networks
-
Ydstie BE. Forecasting and control using adaptive connectionist networks. Comput Chem Eng. 1990;14(4):583-99.
-
(1990)
Comput Chem Eng.
, vol.14
, Issue.4
, pp. 583-599
-
-
Ydstie, B.E.1
-
41
-
-
84905961416
-
-
The Nature of Statistical Learning Theory. New York, NY: Springer-Verlag
-
Vapnik V. The Nature of Statistical Learning Theory. New York, NY: Springer-Verlag; 1999.
-
(1999)
-
-
Vapnik, V.1
-
43
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
Boyd S, Parikh N, Chu E, Peleato B, Eckstein J. Distributed optimization and statistical learning via the alternating direction method of multipliers. Found Trends Mach Learn. 2011;3(1):1-122.
-
(2011)
Found Trends Mach Learn.
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
44
-
-
84905961130
-
-
Turning Award.Accessed on May 10, 2014.
-
Russell SJ. Judea Pearl A. M. Turning Award. http://amturing.acm.org/award_winners/pearl_2658896.cfm. Accessed on May 10, 2014.
-
-
-
Russell, S.J.1
Judea Pearl, A.M.2
-
46
-
-
84899948547
-
Learning surrogate models for simulation-based optimization
-
Cozad A, Sahinidis NV, Miller DC. Learning surrogate models for simulation-based optimization. AIChE J. 2014;60(6):2211-27.
-
(2014)
AIChE J.
, vol.60
, Issue.6
, pp. 2211-2227
-
-
Cozad, A.1
Sahinidis, N.V.2
Miller, D.C.3
-
47
-
-
1942532245
-
Dynamic programming in a heuristically confined state space: a stochastic resource-constrained project scheduling application
-
Choi J, Realff MJ, Lee JH. Dynamic programming in a heuristically confined state space: a stochastic resource-constrained project scheduling application. Comput Chem Eng. 2004;28(6):1039-58.
-
(2004)
Comput Chem Eng.
, vol.28
, Issue.6
, pp. 1039-1058
-
-
Choi, J.1
Realff, M.J.2
Lee, J.H.3
-
48
-
-
84905961243
-
-
Hadoop, a free software program, finds uses beyond search, The New York Times. March 16, 2009.Accessed on May 10, 2014.
-
Vance A. Hadoop, a free software program, finds uses beyond search, The New York Times. March 16, 2009. http://www.nytimes.com/2009/03/17/technology/business-computing/17cloud.html?_r=0. Accessed on May 10, 2014.
-
-
-
Vance, A.1
-
49
-
-
37549003336
-
MapReduce: simplified data processing on large clusters
-
Dean J, Ghemawat S. MapReduce: simplified data processing on large clusters. Commun ACM. 2008;51(1):107-13.
-
(2008)
Commun ACM.
, vol.51
, Issue.1
, pp. 107-113
-
-
Dean, J.1
Ghemawat, S.2
-
50
-
-
77952775707
-
-
Hive-a petabyte scale data warehouse using Hadoop. IEEE 26th International Conference on Data Engineering
-
Thusoo A, Sarma JS, Jain N, et al. Hive-a petabyte scale data warehouse using Hadoop. IEEE 26th International Conference on Data Engineering. 2010; 996-1005.
-
(2010)
, pp. 996-1005
-
-
Thusoo, A.1
Sarma, J.S.2
Jain, N.3
-
51
-
-
83455229796
-
-
Towards scalable one-pass analytics using MapReduce. In IPDPSW '11 Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum. Washington, DC: IEEE Computer Society
-
Mazur E, Li B, Diao Y, Shenoy P. Towards scalable one-pass analytics using MapReduce. In IPDPSW '11 Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum. Washington, DC: IEEE Computer Society; 2011:1102-11.
-
(2011)
, pp. 1102-1111
-
-
Mazur, E.1
Li, B.2
Diao, Y.3
Shenoy, P.4
-
52
-
-
79959939881
-
-
A platform for scalable one-pass analytics using MapReduce. In SIGMOD '11 Proceedings of the 2011 ACM SIGMOD International Conference on Management of Data. New York, NY: Association for Computing Machinery
-
Li B, Mazur E, Diao Y, McGregor A, Shenoy P. A platform for scalable one-pass analytics using MapReduce. In SIGMOD '11 Proceedings of the 2011 ACM SIGMOD International Conference on Management of Data. New York, NY: Association for Computing Machinery; 2011:985-996.
-
(2011)
, pp. 985-996
-
-
Li, B.1
Mazur, E.2
Diao, Y.3
McGregor, A.4
Shenoy, P.5
|