-
1
-
-
85029168787
-
New IT driven service-oriented smart manufacturing: framework and characteristics
-
Tao, F., Qi, Q., New IT driven service-oriented smart manufacturing: framework and characteristics. IEEE Trans Syst Man Cybern Syst, 2017, 10.1109/TSMC.2017.2723764.
-
(2017)
IEEE Trans Syst Man Cybern Syst
-
-
Tao, F.1
Qi, Q.2
-
2
-
-
85013959166
-
An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities
-
O'Donovan, P., Leahy, K., Bruton, K., O'Sullivan, D.T.J., An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities. J Big Data 2:25 (2015), 1–26, 10.1186/s40537-015-0034-z.
-
(2015)
J Big Data
, vol.2
, Issue.25
, pp. 1-26
-
-
O'Donovan, P.1
Leahy, K.2
Bruton, K.3
O'Sullivan, D.T.J.4
-
3
-
-
84926319635
-
Big data for modern industry: challenges and trends [point of view]
-
Yin, S., Kaynak, O., Big data for modern industry: challenges and trends [point of view]. Proc IEEE 103:2 (2015), 143–146.
-
(2015)
Proc IEEE
, vol.103
, Issue.2
, pp. 143-146
-
-
Yin, S.1
Kaynak, O.2
-
4
-
-
84940507698
-
Data analytics using simulation for smart manufacturing
-
Shao, G., Shin, S.J., Jain, S., Data analytics using simulation for smart manufacturing. Proceedings of the 2014 Winter Simulation Conference, 2014, 2192–2203.
-
(2014)
Proceedings of the 2014 Winter Simulation Conference
, pp. 2192-2203
-
-
Shao, G.1
Shin, S.J.2
Jain, S.3
-
5
-
-
85017175038
-
Smart manufacturing must embrace big data
-
Kusiak, A., Smart manufacturing must embrace big data. Nature 544:7648 (2017), 23–25.
-
(2017)
Nature
, vol.544
, Issue.7648
, pp. 23-25
-
-
Kusiak, A.1
-
6
-
-
84998579475
-
Industrial big data as a result of IoT adoption in manufacturing
-
Mourtzis, D., Vlachou, E., Milas, N., Industrial big data as a result of IoT adoption in manufacturing. Procedia CIRP 55 (2016), 290–295.
-
(2016)
Procedia CIRP
, vol.55
, pp. 290-295
-
-
Mourtzis, D.1
Vlachou, E.2
Milas, N.3
-
7
-
-
84896964757
-
IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing
-
Tao, F., Zuo, Y., Xu, L.D., Zhang, L., IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. IEEE Trans Ind Inf 10:2 (2014), 1547–1557.
-
(2014)
IEEE Trans Ind Inf
, vol.10
, Issue.2
, pp. 1547-1557
-
-
Tao, F.1
Zuo, Y.2
Xu, L.D.3
Zhang, L.4
-
8
-
-
84907325157
-
The rise of big data on cloud computing: review and open research issues
-
Hashem, I.A.T., Yaqoob, I., Anuar, N.B., Mokhtar, S., Gani, A., Khan, S.U., The rise of big data on cloud computing: review and open research issues. Inf Syst 47 (2015), 98–115.
-
(2015)
Inf Syst
, vol.47
, pp. 98-115
-
-
Hashem, I.A.T.1
Yaqoob, I.2
Anuar, N.B.3
Mokhtar, S.4
Gani, A.5
Khan, S.U.6
-
9
-
-
84896931467
-
CCIoT-CMfg: cloud computing and internet of things-based cloud manufacturing service system
-
Tao, F., Cheng, Y., Xu, L.D., Zhang, L., Li, B.H., CCIoT-CMfg: cloud computing and internet of things-based cloud manufacturing service system. IEEE Trans Ind Inf 10:2 (2014), 1435–1442.
-
(2014)
IEEE Trans Ind Inf
, vol.10
, Issue.2
, pp. 1435-1442
-
-
Tao, F.1
Cheng, Y.2
Xu, L.D.3
Zhang, L.4
Li, B.H.5
-
10
-
-
0242303036
-
Visualizations of binary data: a comparative evaluation
-
Lee, M.D., Butavicius, M.A., Reilly, R.E., Visualizations of binary data: a comparative evaluation. Int J Hum Comput Stud 59:5 (2003), 569–602.
-
(2003)
Int J Hum Comput Stud
, vol.59
, Issue.5
, pp. 569-602
-
-
Lee, M.D.1
Butavicius, M.A.2
Reilly, R.E.3
-
11
-
-
84995968996
-
Machine learning in manufacturing: advantages, challenges, and applications
-
Wuest, T., Weimer, D., Irgens, C., Thoben, K.D., Machine learning in manufacturing: advantages, challenges, and applications. Prod Manuf Res 4:1 (2016), 23–45.
-
(2016)
Prod Manuf Res
, vol.4
, Issue.1
, pp. 23-45
-
-
Wuest, T.1
Weimer, D.2
Irgens, C.3
Thoben, K.D.4
-
12
-
-
84884957395
-
Big data challenges in industrial automation
-
Obitko, M., Jirkovský V., Bezdíček, J., Big data challenges in industrial automation. Proceedings of International Conference on Industrial Applications of Holonic and Multi-Agent Systems, 2013, 305–316.
-
(2013)
Proceedings of International Conference on Industrial Applications of Holonic and Multi-Agent Systems
, pp. 305-316
-
-
Obitko, M.1
Jirkovský, V.2
Bezdíček, J.3
-
13
-
-
84929510336
-
How big data analytics are perceived as a driver for competitive advantage: A qualitative study on food retailers
-
Master Thesis
-
Galletti, A., Papadimitriou, D.C., How big data analytics are perceived as a driver for competitive advantage: A qualitative study on food retailers., 2013, 1–58 Master Thesis.
-
(2013)
, pp. 1-58
-
-
Galletti, A.1
Papadimitriou, D.C.2
-
14
-
-
84941347880
-
The impact of big data on world-class sustainable manufacturing
-
Dubey, R., Gunasekaran, A., Childe, S.J., Wamba, S.F., Papadopoulos, T., The impact of big data on world-class sustainable manufacturing. Int J Adv Manuf Technol 84:1–4 (2016), 631–645.
-
(2016)
Int J Adv Manuf Technol
, vol.84
, Issue.1-4
, pp. 631-645
-
-
Dubey, R.1
Gunasekaran, A.2
Childe, S.J.3
Wamba, S.F.4
Papadopoulos, T.5
-
15
-
-
84999036761
-
A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products
-
Zhang, Y., Ren, S., Liu, Y., Si, S., A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products. J Clean Prod 142 (2017), 626–641.
-
(2017)
J Clean Prod
, vol.142
, pp. 626-641
-
-
Zhang, Y.1
Ren, S.2
Liu, Y.3
Si, S.4
-
16
-
-
84865680637
-
Analyzing massive machine maintenance data in a computing cloud
-
Bahga, A., Madisetti, V.K., Analyzing massive machine maintenance data in a computing cloud. IEEE Trans Parallel Distrib Syst 23:10 (2012), 1831–1843.
-
(2012)
IEEE Trans Parallel Distrib Syst
, vol.23
, Issue.10
, pp. 1831-1843
-
-
Bahga, A.1
Madisetti, V.K.2
-
17
-
-
85014081409
-
Framework and development of fault detection classification using IoT device and cloud environment
-
Lee, H., Framework and development of fault detection classification using IoT device and cloud environment. J Manuf Syst 43 (2017), 257–270.
-
(2017)
J Manuf Syst
, vol.43
, pp. 257-270
-
-
Lee, H.1
-
19
-
-
85037528259
-
Data-driven cost estimation for additive manufacturing in cyber manufacturing
-
Chan, S.L., Lu, Y., Wang, Y., Data-driven cost estimation for additive manufacturing in cyber manufacturing. J Manuf Syst 46 (2018), 115–126.
-
(2018)
J Manuf Syst
, vol.46
, pp. 115-126
-
-
Chan, S.L.1
Lu, Y.2
Wang, Y.3
-
20
-
-
85018723536
-
Shaping the digital twin for design and production engineering
-
Schleich, B., Anwer, N., Mathieu, L., Wartzack, S., Shaping the digital twin for design and production engineering. CIRP Ann Manuf Technol 66:2017 (2017), 141–144.
-
(2017)
CIRP Ann Manuf Technol
, vol.66
, Issue.2017
, pp. 141-144
-
-
Schleich, B.1
Anwer, N.2
Mathieu, L.3
Wartzack, S.4
-
21
-
-
84883862088
-
Evolving paradigms of manufacturing: from mass production to mass customization and personalization
-
Hu, S.J., Evolving paradigms of manufacturing: from mass production to mass customization and personalization. Procedia CIRP 7 (2013), 3–8.
-
(2013)
Procedia CIRP
, vol.7
, pp. 3-8
-
-
Hu, S.J.1
-
22
-
-
0033268278
-
Manufacturing in the digital age: exploiting information technologies for product realization
-
Balakrishnan, A., Kumara, S.R., Sundaresan, S., Manufacturing in the digital age: exploiting information technologies for product realization. Inf Syst Front 1:1 (1999), 25–50.
-
(1999)
Inf Syst Front
, vol.1
, Issue.1
, pp. 25-50
-
-
Balakrishnan, A.1
Kumara, S.R.2
Sundaresan, S.3
-
23
-
-
79952654319
-
Clouds, big data, and smart assets: ten tech-enabled business trends to watch
-
Bughin, J., Chui, M., Manyika, J., Clouds, big data, and smart assets: ten tech-enabled business trends to watch. McKinsey Q 56:1 (2010), 75–86.
-
(2010)
McKinsey Q
, vol.56
, Issue.1
, pp. 75-86
-
-
Bughin, J.1
Chui, M.2
Manyika, J.3
-
24
-
-
84942374449
-
Big data in product lifecycle management
-
Li, J., Tao, F., Cheng, Y., Zhao, L., Big data in product lifecycle management. Int J Adv Manuf Technol 81:1–4 (2015), 667–684.
-
(2015)
Int J Adv Manuf Technol
, vol.81
, Issue.1-4
, pp. 667-684
-
-
Li, J.1
Tao, F.2
Cheng, Y.3
Zhao, L.4
-
25
-
-
84898796363
-
Big data: a survey
-
Chen, M., Mao, S., Liu, Y., Big data: a survey. Mobile Networks Appl 19:2 (2014), 171–209.
-
(2014)
Mobile Networks Appl
, vol.19
, Issue.2
, pp. 171-209
-
-
Chen, M.1
Mao, S.2
Liu, Y.3
-
26
-
-
84892717180
-
Recent advances and trends in predictive manufacturing systems in big data environment
-
Lee, J., Lapira, E., Bagheri, B., Kao, H.A., Recent advances and trends in predictive manufacturing systems in big data environment. Manuf Lett 1:1 (2013), 38–41.
-
(2013)
Manuf Lett
, vol.1
, Issue.1
, pp. 38-41
-
-
Lee, J.1
Lapira, E.2
Bagheri, B.3
Kao, H.A.4
-
27
-
-
84978946777
-
A survey of big data management: taxonomy and state-of-the-art
-
Siddiqa, A., Hashem, I.A.T., Yaqoob, I., Marjani, M., Shamshirband, S., Gani, A., et al. A survey of big data management: taxonomy and state-of-the-art. J Network Comput Appl 71 (2016), 151–166.
-
(2016)
J Network Comput Appl
, vol.71
, pp. 151-166
-
-
Siddiqa, A.1
Hashem, I.A.T.2
Yaqoob, I.3
Marjani, M.4
Shamshirband, S.5
Gani, A.6
-
28
-
-
84929606599
-
Real-time information capturing and integration framework of the internet of manufacturing things
-
Zhang, Y., Zhang, G., Wang, J., Sun, S., Si, S., Yang, T., Real-time information capturing and integration framework of the internet of manufacturing things. Int J Comput Integr Manuf 28:8 (2015), 811–822.
-
(2015)
Int J Comput Integr Manuf
, vol.28
, Issue.8
, pp. 811-822
-
-
Zhang, Y.1
Zhang, G.2
Wang, J.3
Sun, S.4
Si, S.5
Yang, T.6
-
29
-
-
85030779624
-
IIHub: an industrial internet-of-Things hub towards smart manufacturing based on cyber-Physical system
-
Tao, F., Cheng, J., Qi, Q., IIHub: an industrial internet-of-Things hub towards smart manufacturing based on cyber-Physical system. IEEE Trans Ind Inf, 2017, 10.1109/TII.2017.2759178.
-
(2017)
IEEE Trans Ind Inf
-
-
Tao, F.1
Cheng, J.2
Qi, Q.3
-
30
-
-
78649592869
-
A dynamic URL assignment method for parallel web crawler
-
Guerriero, A., Ragni, F., Martines, C., A dynamic URL assignment method for parallel web crawler. Proceedings of 2010 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2010, 119–123.
-
(2010)
Proceedings of 2010 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications
, pp. 119-123
-
-
Guerriero, A.1
Ragni, F.2
Martines, C.3
-
31
-
-
84919389514
-
Beyond the hype: big data concepts, methods, and analytics
-
Gandomi, A., Haider, M., Beyond the hype: big data concepts, methods, and analytics. Int J Inf Manage 35:2 (2015), 137–144.
-
(2015)
Int J Inf Manage
, vol.35
, Issue.2
, pp. 137-144
-
-
Gandomi, A.1
Haider, M.2
-
32
-
-
78650418695
-
BlobSeer: next-generation data management for large scale infrastructures
-
Nicolae, B., Antoniu, G., Bougé L., Moise, D., Carpen-Amarie, A., BlobSeer: next-generation data management for large scale infrastructures. J Parallel Distrib Comput 71:2 (2011), 169–184.
-
(2011)
J Parallel Distrib Comput
, vol.71
, Issue.2
, pp. 169-184
-
-
Nicolae, B.1
Antoniu, G.2
Bougé, L.3
Moise, D.4
Carpen-Amarie, A.5
-
33
-
-
77951604529
-
Data management challenges in cloud computing infrastructures
-
Agrawal, D., El Abbadi, A., Antony, S., Das, S., Data management challenges in cloud computing infrastructures. Proceedings of 6th international workshop on databases in networked information systems, 2010, 1–10.
-
(2010)
Proceedings of 6th international workshop on databases in networked information systems
, pp. 1-10
-
-
Agrawal, D.1
El Abbadi, A.2
Antony, S.3
Das, S.4
-
34
-
-
84942029324
-
An empirical analysis of data preprocessing for machine learning-based software cost estimation
-
Huang, J., Li, Y.F., Xie, M., An empirical analysis of data preprocessing for machine learning-based software cost estimation. Inf Software Technol 67 (2015), 108–127.
-
(2015)
Inf Software Technol
, vol.67
, pp. 108-127
-
-
Huang, J.1
Li, Y.F.2
Xie, M.3
-
36
-
-
85045051227
-
Smart manufacturing: characteristics, technologies and enabling factors Proceedings of the Institution of Mechanical Engineers
-
Mittal, S., Khan, M.A., Romero, D., Wuest, T., Smart manufacturing: characteristics, technologies and enabling factors Proceedings of the Institution of Mechanical Engineers. Part B: J Eng Manuf, 2017, 10.1177/0954405417736547.
-
(2017)
Part B: J Eng Manuf
-
-
Mittal, S.1
Khan, M.A.2
Romero, D.3
Wuest, T.4
-
37
-
-
85015707925
-
Digital twin-driven product design, manufacturing and service with big data
-
Tao, F., Cheng, J., Qi, Q., Zhang, M., Zhang, H., Sui, F., Digital twin-driven product design, manufacturing and service with big data. Int J Adv Manuf Technol, 2017, 10.1007/s00170-017-0233-1.
-
(2017)
Int J Adv Manuf Technol
-
-
Tao, F.1
Cheng, J.2
Qi, Q.3
Zhang, M.4
Zhang, H.5
Sui, F.6
-
38
-
-
84867350012
-
Identifying helpful online reviews: a product designer's perspective
-
Liu, Y., Jin, J., Ji, P., Harding, A., Fung, R.Y., Identifying helpful online reviews: a product designer's perspective. Comput Aided Des 45:2 (2013), 180–194.
-
(2013)
Comput Aided Des
, vol.45
, Issue.2
, pp. 180-194
-
-
Liu, Y.1
Jin, J.2
Ji, P.3
Harding, A.4
Fung, R.Y.5
-
39
-
-
84862181419
-
LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance
-
Bennane, A., Yacout, S., LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance. J Intell Manuf 23:2 (2012), 265–275.
-
(2012)
J Intell Manuf
, vol.23
, Issue.2
, pp. 265-275
-
-
Bennane, A.1
Yacout, S.2
-
40
-
-
84861338534
-
Analyzing bearing faults in wind turbines: a data-mining approach
-
Kusiak, A., Verma, A., Analyzing bearing faults in wind turbines: a data-mining approach. Renew Energ 48 (2012), 110–116.
-
(2012)
Renew Energ
, vol.48
, pp. 110-116
-
-
Kusiak, A.1
Verma, A.2
-
41
-
-
34548291502
-
Computational intelligence in product design engineering: review and trends
-
Kusiak, A., Salustri, F.A., Computational intelligence in product design engineering: review and trends. IEEE Trans Syst Man Cybern Part C (Appli Rev) 37:5 (2007), 766–778.
-
(2007)
IEEE Trans Syst Man Cybern Part C (Appli Rev)
, vol.37
, Issue.5
, pp. 766-778
-
-
Kusiak, A.1
Salustri, F.A.2
-
42
-
-
84997191054
-
Mining customer requirements from online reviews: a product improvement perspective
-
Qi, J., Zhang, Z., Jeon, S., Zhou, Y., Mining customer requirements from online reviews: a product improvement perspective. Inf Manage 53:8 (2016), 951–963.
-
(2016)
Inf Manage
, vol.53
, Issue.8
, pp. 951-963
-
-
Qi, J.1
Zhang, Z.2
Jeon, S.3
Zhou, Y.4
-
43
-
-
70349432200
-
A data-driven approach
-
Innovation, Kusiak A., A data-driven approach. Int J Prod Econ 122:1 (2009), 440–448.
-
(2009)
Int J Prod Econ
, vol.122
, Issue.1
, pp. 440-448
-
-
Innovation, K.A.1
-
44
-
-
74549187022
-
Selection of modules for mass customisation
-
Da Cunha, C., Agard, B., Kusiak, A., Selection of modules for mass customisation. Int J Prod Res 48:5 (2010), 1439–1454.
-
(2010)
Int J Prod Res
, vol.48
, Issue.5
, pp. 1439-1454
-
-
Da Cunha, C.1
Agard, B.2
Kusiak, A.3
-
45
-
-
84994029462
-
Democratizing digital design and manufacturing using high performance cloud computing: performance evaluation and benchmarking
-
Wu, D., Liu, X., Hebert, S., Gentzsch, W., Terpenny, J., Democratizing digital design and manufacturing using high performance cloud computing: performance evaluation and benchmarking. J Manuf Syst 43 (2017), 316–326.
-
(2017)
J Manuf Syst
, vol.43
, pp. 316-326
-
-
Wu, D.1
Liu, X.2
Hebert, S.3
Gentzsch, W.4
Terpenny, J.5
-
46
-
-
85017029120
-
Big data analytics based fault prediction for shop floor scheduling
-
Ji, W., Wang, L., Big data analytics based fault prediction for shop floor scheduling. J Manuf Syst 43 (2017), 187–194.
-
(2017)
J Manuf Syst
, vol.43
, pp. 187-194
-
-
Ji, W.1
Wang, L.2
-
47
-
-
84945161714
-
Dynamic supply-demand matching for manufacturing resource services in service-oriented manufacturing systems: a hypernetwork-based solution framework
-
Cheng, Y., Tao, F., Zhang, L., Zhao, D., Dynamic supply-demand matching for manufacturing resource services in service-oriented manufacturing systems: a hypernetwork-based solution framework. Proceedings of ASME International Manufacturing Science and Engineering Conference (MSEC2015) 2015 (2015), 8–12.
-
(2015)
Proceedings of ASME International Manufacturing Science and Engineering Conference (MSEC2015)
, vol.2015
, pp. 8-12
-
-
Cheng, Y.1
Tao, F.2
Zhang, L.3
Zhao, D.4
-
48
-
-
77952585858
-
Multiobjective optimization of temporal processes
-
Song, Z., Kusiak, A., Multiobjective optimization of temporal processes. IEEE Trans Syst Man Cybern Part B (Cybern) 40:3 (2010), 845–856.
-
(2010)
IEEE Trans Syst Man Cybern Part B (Cybern)
, vol.40
, Issue.3
, pp. 845-856
-
-
Song, Z.1
Kusiak, A.2
-
49
-
-
59049090820
-
Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system
-
2008
-
Tao, F., Zhao, D., Hu, Y., Zhou, Z., Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system. IEEE Trans Ind Inf 4:4 (2008), 315–327 2008.
-
(2008)
IEEE Trans Ind Inf
, vol.4
, Issue.4
, pp. 315-327
-
-
Tao, F.1
Zhao, D.2
Hu, Y.3
Zhou, Z.4
-
50
-
-
84939421306
-
Visualization of RFID-enabled shopfloor logistics big data in cloud manufacturing
-
Zhong, R.Y., Lan, S., Xu, C., Dai, Q., Huang, G.Q., Visualization of RFID-enabled shopfloor logistics big data in cloud manufacturing. Int J Adv Manuf Technol 84:1–4 (2016), 5–16.
-
(2016)
Int J Adv Manuf Technol
, vol.84
, Issue.1-4
, pp. 5-16
-
-
Zhong, R.Y.1
Lan, S.2
Xu, C.3
Dai, Q.4
Huang, G.Q.5
-
51
-
-
84929502678
-
A big data approach for logistics trajectory discovery from RFID-enabled production data
-
Zhong, R.Y., Huang, G.Q., Lan, S., Dai, Q.Y., Chen, X., Zhang, T., A big data approach for logistics trajectory discovery from RFID-enabled production data. Int J Prod Econ 165 (2015), 260–272.
-
(2015)
Int J Prod Econ
, vol.165
, pp. 260-272
-
-
Zhong, R.Y.1
Huang, G.Q.2
Lan, S.3
Dai, Q.Y.4
Chen, X.5
Zhang, T.6
-
52
-
-
85019601064
-
A RFID-enabled positioning system in automated guided vehicle for smart factories
-
Lu, S., Xu, C., Zhong, R.Y., Wang, L., A RFID-enabled positioning system in automated guided vehicle for smart factories. J Manuf Syst 44 (2017), 179–190.
-
(2017)
J Manuf Syst
, vol.44
, pp. 179-190
-
-
Lu, S.1
Xu, C.2
Zhong, R.Y.3
Wang, L.4
-
53
-
-
84869089680
-
Survey on data-driven industrial process monitoring and diagnosis
-
Qin, S.J., Survey on data-driven industrial process monitoring and diagnosis. Annu Rev Control 36:2 (2012), 220–234.
-
(2012)
Annu Rev Control
, vol.36
, Issue.2
, pp. 220-234
-
-
Qin, S.J.1
-
54
-
-
84905960935
-
Process data analytics in the era of big data
-
Qin, S.J., Process data analytics in the era of big data. AIChE J 60:9 (2014), 3092–3100.
-
(2014)
AIChE J
, vol.60
, Issue.9
, pp. 3092-3100
-
-
Qin, S.J.1
-
55
-
-
0036435523
-
Data-driven generation of compact: accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization
-
Abonyi, J., Roubos, J.A., Szeifert, F., Data-driven generation of compact: accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization. Int J Approximate Reasoning 32:1 (2003), 1–21.
-
(2003)
Int J Approximate Reasoning
, vol.32
, Issue.1
, pp. 1-21
-
-
Abonyi, J.1
Roubos, J.A.2
Szeifert, F.3
-
56
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
Hinton, G.E., Salakhutdinov, R.R., Reducing the dimensionality of data with neural networks. Science 313:5786 (2006), 504–507.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
57
-
-
85035764582
-
Imbalanced classification of manufacturing quality conditions using cost-sensitive decision tree ensembles
-
Kim, A., Oh, K., Jung, J.Y., Kim, B., Imbalanced classification of manufacturing quality conditions using cost-sensitive decision tree ensembles. Int J Comput Integr Manuf, 2017, 10.1080/0951192X.2017.1407447.
-
(2017)
Int J Comput Integr Manuf
-
-
Kim, A.1
Oh, K.2
Jung, J.Y.3
Kim, B.4
-
58
-
-
79957992809
-
A review of data mining applications for quality improvement in manufacturing industry
-
Köksal, G., Batmaz, İ., Testik, M.C., A review of data mining applications for quality improvement in manufacturing industry. Expert Syst Appl 38:10 (2011), 13448–13467.
-
(2011)
Expert Syst Appl
, vol.38
, Issue.10
, pp. 13448-13467
-
-
Köksal, G.1
Batmaz, İ.2
Testik, M.C.3
-
59
-
-
84994501810
-
Bayesian inference-based investment-casting defect analysis system for industrial application
-
Sata, A., Ravi, B., Bayesian inference-based investment-casting defect analysis system for industrial application. Int J Adv Manuf Technol 90:9–12 (2017), 3301–3315.
-
(2017)
Int J Adv Manuf Technol
, vol.90
, Issue.9-12
, pp. 3301-3315
-
-
Sata, A.1
Ravi, B.2
-
60
-
-
85019412034
-
Big data oriented root cause identification approach based on Axiomatic domain mapping and weighted association rule mining for product infant failure
-
He, Y., Zhu, C., He, Z., Gu, C., Cui, J., Big data oriented root cause identification approach based on Axiomatic domain mapping and weighted association rule mining for product infant failure. Comput Ind Eng 109 (2017), 253–265.
-
(2017)
Comput Ind Eng
, vol.109
, pp. 253-265
-
-
He, Y.1
Zhu, C.2
He, Z.3
Gu, C.4
Cui, J.5
-
61
-
-
84878881315
-
Modeling and prediction of gearbox faults with data-mining algorithms
-
031007-1-11
-
Verma, A., Zhang, Z., Kusiak, A., Modeling and prediction of gearbox faults with data-mining algorithms. J Solar Energy Eng, 135(3), 2013 031007-1-11.
-
(2013)
J Solar Energy Eng
, vol.135
, Issue.3
-
-
Verma, A.1
Zhang, Z.2
Kusiak, A.3
-
62
-
-
79955584653
-
Remaining useful life estimation–A review on the statistical data driven approaches
-
Si, X.S., Wang, W., Hu, C.H., Zhou, D.H., Remaining useful life estimation–A review on the statistical data driven approaches. Eur J Oper Res 213:1 (2011), 1–14.
-
(2011)
Eur J Oper Res
, vol.213
, Issue.1
, pp. 1-14
-
-
Si, X.S.1
Wang, W.2
Hu, C.H.3
Zhou, D.H.4
-
63
-
-
84923373021
-
Data-driven minimization of pump operating and maintenance cost
-
Zhang, Z., He, X., Kusiak, A., Data-driven minimization of pump operating and maintenance cost. Eng Appl Artif Intell 40 (2015), 37–46.
-
(2015)
Eng Appl Artif Intell
, vol.40
, pp. 37-46
-
-
Zhang, Z.1
He, X.2
Kusiak, A.3
-
64
-
-
85006993907
-
Energy consumption estimation for machining processes based on real-time shop floor monitoring via wireless sensor networks
-
Mourtzis, D., Vlachou, E., Milas, N., Dimitrakopoulos, G., Energy consumption estimation for machining processes based on real-time shop floor monitoring via wireless sensor networks. Procedia CIRP 57 (2016), 637–642.
-
(2016)
Procedia CIRP
, vol.57
, pp. 637-642
-
-
Mourtzis, D.1
Vlachou, E.2
Milas, N.3
Dimitrakopoulos, G.4
-
65
-
-
85011635985
-
An Internet of things and cloud-based approach for energy consumption evaluation and analysis for a product
-
Zuo, Y., Tao, F., Nee, A.Y.C., An Internet of things and cloud-based approach for energy consumption evaluation and analysis for a product. Int J Comput Integr Manuf, 2017, 10.1080/0951192X.2017.1285429.
-
(2017)
Int J Comput Integr Manuf
-
-
Zuo, Y.1
Tao, F.2
Nee, A.Y.C.3
-
66
-
-
85043686964
-
Perspectives for fog computing in manufacturing
-
Pizoń J., Jerzy, L., Perspectives for fog computing in manufacturing. Appl Comput Sci 12:3 (2016), 37–46.
-
(2016)
Appl Comput Sci
, vol.12
, Issue.3
, pp. 37-46
-
-
Pizoń, J.1
Jerzy, L.2
-
67
-
-
85013912214
-
A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing
-
Wu, D., Liu, S., Zhang, L., Terpenny, J., Gao, R.X., Kurfess, T., et al. A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing. J Manuf Syst 43 (2017), 25–34.
-
(2017)
J Manuf Syst
, vol.43
, pp. 25-34
-
-
Wu, D.1
Liu, S.2
Zhang, L.3
Terpenny, J.4
Gao, R.X.5
Kurfess, T.6
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