-
2
-
-
0032715981
-
Process monitoring and modeling using the self-organizing map
-
Alhoniemi E., Hollmén J., Simula O., Vesanto J. Process monitoring and modeling using the self-organizing map. Integrated Computer Aided Engineering 1999, 6(1):3-14.
-
(1999)
Integrated Computer Aided Engineering
, vol.6
, Issue.1
, pp. 3-14
-
-
Alhoniemi, E.1
Hollmén, J.2
Simula, O.3
Vesanto, J.4
-
3
-
-
70350422293
-
Review of the self-organizing map (SOM) approach in water resources: commentary
-
Céréghino R., Park Y.-S. Review of the self-organizing map (SOM) approach in water resources: commentary. Environmental Modelling & Software 2009, 24(8):945-947.
-
(2009)
Environmental Modelling & Software
, vol.24
, Issue.8
, pp. 945-947
-
-
Céréghino, R.1
Park, Y.-S.2
-
4
-
-
0023701056
-
Optimization and uprating of activated sludge plants by efficient process design
-
Chambers B., Jones G. Optimization and uprating of activated sludge plants by efficient process design. Water Science and Technology 1988, 20(4-5):121-132.
-
(1988)
Water Science and Technology
, vol.20
, Issue.4-5
, pp. 121-132
-
-
Chambers, B.1
Jones, G.2
-
5
-
-
38649142784
-
Anew approach to exploratory analysis of system dynamics using SOM: applications to industrial processes
-
Díaz I., Domínguez M., Cuadrado A.A., Fuertes J.J. Anew approach to exploratory analysis of system dynamics using SOM: applications to industrial processes. Expert Systems with Applications 2008, 34(4):2953-2965.
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.4
, pp. 2953-2965
-
-
Díaz, I.1
Domínguez, M.2
Cuadrado, A.A.3
Fuertes, J.J.4
-
6
-
-
84855195778
-
Data-driven modeling approaches to support wastewater treatment plant operation
-
Dürrenmatt D.J., Gujer W. Data-driven modeling approaches to support wastewater treatment plant operation. Environmental Modelling & Software 2012, 30:47-56.
-
(2012)
Environmental Modelling & Software
, vol.30
, pp. 47-56
-
-
Dürrenmatt, D.J.1
Gujer, W.2
-
7
-
-
84855499428
-
Modeling hydrologic and geomorphic hazards across post-fire landscapes using a self-organizing map approach
-
Friedel M.J. Modeling hydrologic and geomorphic hazards across post-fire landscapes using a self-organizing map approach. Environmental Modelling & Software 2011, 26(12):1660-1674.
-
(2011)
Environmental Modelling & Software
, vol.26
, Issue.12
, pp. 1660-1674
-
-
Friedel, M.J.1
-
8
-
-
84861950661
-
Data-driven modeling of surface temperature anomaly and solar activity trends
-
Friedel M.J. Data-driven modeling of surface temperature anomaly and solar activity trends. Environmental Modelling & Software 2012, 37:217-232.
-
(2012)
Environmental Modelling & Software
, vol.37
, pp. 217-232
-
-
Friedel, M.J.1
-
9
-
-
84055200260
-
Intelligent estimation of spatially distributed soil physical properties
-
Iwashita F., Friedel M.J., Ribeiro G.F., Fraser S.J. Intelligent estimation of spatially distributed soil physical properties. Geoderma 2012, 170(15):1-10.
-
(2012)
Geoderma
, vol.170
, Issue.15
, pp. 1-10
-
-
Iwashita, F.1
Friedel, M.J.2
Ribeiro, G.F.3
Fraser, S.J.4
-
10
-
-
84876364797
-
Dynamic soft sensors for detecting turbidity in drinking water
-
Juntunen P., Liukkonen M., Lehtola M.J., Hiltunen Y. Dynamic soft sensors for detecting turbidity in drinking water. Journal of Hydroinformatics 2013, 15(2):416-426.
-
(2013)
Journal of Hydroinformatics
, vol.15
, Issue.2
, pp. 416-426
-
-
Juntunen, P.1
Liukkonen, M.2
Lehtola, M.J.3
Hiltunen, Y.4
-
11
-
-
40749144865
-
Review of the self-organizing map (SOM) approach in water resources: analysis, modelling and application
-
Kalteh A.M., Hjorth P., Berndtsson R. Review of the self-organizing map (SOM) approach in water resources: analysis, modelling and application. Environmental Modelling & Software 2008, 23(7):835-845.
-
(2008)
Environmental Modelling & Software
, vol.23
, Issue.7
, pp. 835-845
-
-
Kalteh, A.M.1
Hjorth, P.2
Berndtsson, R.3
-
12
-
-
0346186573
-
Process state monitoring using self-organizing maps
-
North-Holland, Amsterdam, Netherlands
-
Kasslin M., Kangas J., Simula O. Process state monitoring using self-organizing maps. Artificial Neural Networks 2 1992, vol. I:1532-1534. North-Holland, Amsterdam, Netherlands.
-
(1992)
Artificial Neural Networks 2
, vol.1
, pp. 1532-1534
-
-
Kasslin, M.1
Kangas, J.2
Simula, O.3
-
13
-
-
79959784954
-
Advancing assessment and design of stormwater monitoring programs using a self-organizing map: characterization of trace metal concentration profiles in stormwater runoff
-
Ki S.J., Kang J.-H., Lee S.W., Lee Y.S., Cho K.H., An K.-G., Kim J.H. Advancing assessment and design of stormwater monitoring programs using a self-organizing map: characterization of trace metal concentration profiles in stormwater runoff. Water Research 2011, 45(14):4183-4197.
-
(2011)
Water Research
, vol.45
, Issue.14
, pp. 4183-4197
-
-
Ki, S.J.1
Kang, J.-H.2
Lee, S.W.3
Lee, Y.S.4
Cho, K.H.5
An, K.-G.6
Kim, J.H.7
-
14
-
-
0020068152
-
Self-organized formation of topologically correct feature maps
-
Kohonen T. Self-organized formation of topologically correct feature maps. Biological Cybernetics 1982, 43(1):59-69.
-
(1982)
Biological Cybernetics
, vol.43
, Issue.1
, pp. 59-69
-
-
Kohonen, T.1
-
15
-
-
0030270228
-
Engineering applications of the self-organizing map
-
Kohonen T., Oja E., Simula O., Visa A., Kangas J. Engineering applications of the self-organizing map. Proceedings of the IEEE 1996, 84(10):1358-1384.
-
(1996)
Proceedings of the IEEE
, vol.84
, Issue.10
, pp. 1358-1384
-
-
Kohonen, T.1
Oja, E.2
Simula, O.3
Visa, A.4
Kangas, J.5
-
17
-
-
0003410791
-
-
Springer-Verlag, Berlin Heidelberg New York
-
Kohonen T. Self-organizing Maps 2001, Springer-Verlag, Berlin Heidelberg New York. third ed.
-
(2001)
Self-organizing Maps
-
-
Kohonen, T.1
-
18
-
-
79251597159
-
Modeling of the fluidized bed combustion process and NOx emissions using self-organizing maps: an application to the diagnosis of process states
-
Liukkonen M., Hiltunen T., Hälikkä E., Hiltunen Y. Modeling of the fluidized bed combustion process and NOx emissions using self-organizing maps: an application to the diagnosis of process states. Environmental Modelling & Software 2011, 26(5):605-614.
-
(2011)
Environmental Modelling & Software
, vol.26
, Issue.5
, pp. 605-614
-
-
Liukkonen, M.1
Hiltunen, T.2
Hälikkä, E.3
Hiltunen, Y.4
-
19
-
-
78650740102
-
Artificial neural networks for analysis of process states in fluidized bed combustion
-
Liukkonen M., Heikkinen M., Hiltunen T., Hälikkä E., Kuivalainen R., Hiltunen Y. Artificial neural networks for analysis of process states in fluidized bed combustion. Energy 2011, 36(1):339-347.
-
(2011)
Energy
, vol.36
, Issue.1
, pp. 339-347
-
-
Liukkonen, M.1
Heikkinen, M.2
Hiltunen, T.3
Hälikkä, E.4
Kuivalainen, R.5
Hiltunen, Y.6
-
20
-
-
84862314588
-
Dynamic soft sensors for NOx emissions in a circulating fluidized bed boiler
-
Liukkonen M., Hälikkä E., Hiltunen T., Hiltunen Y. Dynamic soft sensors for NOx emissions in a circulating fluidized bed boiler. Applied Energy 2012, 97:483-490.
-
(2012)
Applied Energy
, vol.97
, pp. 483-490
-
-
Liukkonen, M.1
Hälikkä, E.2
Hiltunen, T.3
Hiltunen, Y.4
-
21
-
-
84869087382
-
Adaptive soft sensor for fluidized bed quality: applications to combustion of biomass
-
Liukkonen M., Hälikkä E., Hiltunen T., Hiltunen Y. Adaptive soft sensor for fluidized bed quality: applications to combustion of biomass. Fuel Processing Technology 2013, 105:46-51.
-
(2013)
Fuel Processing Technology
, vol.105
, pp. 46-51
-
-
Liukkonen, M.1
Hälikkä, E.2
Hiltunen, T.3
Hiltunen, Y.4
-
22
-
-
84873131376
-
Asoftware platform for process monitoring: applications to water treatment
-
Liukkonen M., Juntunen P., Laakso I., Hiltunen Y. Asoftware platform for process monitoring: applications to water treatment. Expert Systems with Applications 2013, 40(7):2631-2639.
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.7
, pp. 2631-2639
-
-
Liukkonen, M.1
Juntunen, P.2
Laakso, I.3
Hiltunen, Y.4
-
23
-
-
78650003564
-
Model predictive control of an activated sludge process: a case study
-
O'Brien M., Mack J., Lennox B., Lovett D., Wall A. Model predictive control of an activated sludge process: a case study. Control Engineering Practice 2011, 19(1):54-61.
-
(2011)
Control Engineering Practice
, vol.19
, Issue.1
, pp. 54-61
-
-
O'Brien, M.1
Mack, J.2
Lennox, B.3
Lovett, D.4
Wall, A.5
-
24
-
-
33646755519
-
-
IWA Publishing, London
-
Olsson G., Nielsen M.K., Yuan Z., Lynggaard-Jensen A., Steyer J.-P. Instrumentation, Control and Automation in Wastewater Systems 2005, IWA Publishing, London.
-
(2005)
Instrumentation, Control and Automation in Wastewater Systems
-
-
Olsson, G.1
Nielsen, M.K.2
Yuan, Z.3
Lynggaard-Jensen, A.4
Steyer, J.-P.5
-
25
-
-
84856112872
-
Wastewater quality monitoring system using sensor fusion and machine learning techniques
-
Qin X., Gao F., Chen G. Wastewater quality monitoring system using sensor fusion and machine learning techniques. Water Research 2012, 46(4):1133-1144.
-
(2012)
Water Research
, vol.46
, Issue.4
, pp. 1133-1144
-
-
Qin, X.1
Gao, F.2
Chen, G.3
-
26
-
-
12344338689
-
Computer-aided monitoring and operation of continuous measuring devices
-
Rieger L., Thomann M., Joss A., Gujer W., Siegrist H. Computer-aided monitoring and operation of continuous measuring devices. Water Science and Technology 2004, 50(11):31-39.
-
(2004)
Water Science and Technology
, vol.50
, Issue.11
, pp. 31-39
-
-
Rieger, L.1
Thomann, M.2
Joss, A.3
Gujer, W.4
Siegrist, H.5
-
27
-
-
84856289582
-
Ammonia oxidizing bacterial community composition and process performance in wastewater treatment plants under low temperature conditions
-
Rodriguez-Caballero A., Hallin S., Påhlson C., Odlare M., Dahlquist E. Ammonia oxidizing bacterial community composition and process performance in wastewater treatment plants under low temperature conditions. Water Science and Technology 2012, 65(2):197-204.
-
(2012)
Water Science and Technology
, vol.65
, Issue.2
, pp. 197-204
-
-
Rodriguez-Caballero, A.1
Hallin, S.2
Påhlson, C.3
Odlare, M.4
Dahlquist, E.5
-
28
-
-
0034908862
-
Multivariate and multiscale monitoring of wastewater treatment operation
-
Rosen C., Lennox J.A. Multivariate and multiscale monitoring of wastewater treatment operation. Water Research 2001, 35(14):3402-3410.
-
(2001)
Water Research
, vol.35
, Issue.14
, pp. 3402-3410
-
-
Rosen, C.1
Lennox, J.A.2
-
29
-
-
78650419548
-
Advances in on-line drinking waterquality monitoring and early warning systems
-
Storey M.V., van der Gaag B., Burns B.P. Advances in on-line drinking waterquality monitoring and early warning systems. Water Research 2011, 45(2):741-747.
-
(2011)
Water Research
, vol.45
, Issue.2
, pp. 741-747
-
-
Storey, M.V.1
van der Gaag, B.2
Burns, B.P.3
-
30
-
-
0010985453
-
Self-organizing map in matlab: the SOM toolbox
-
The toolbox is available via:, (accessed 08.11.12.)
-
Vesanto J., Himberg J., Alhoniemi E., Parhankangas J. Self-organizing map in matlab: the SOM toolbox. Proceedings of the Matlab DSP Conference 1999 1999, 35-40. The toolbox is available via:, (accessed 08.11.12.). http://www.cis.hut.fi/projects/somtoolbox/.
-
(1999)
Proceedings of the Matlab DSP Conference 1999
, pp. 35-40
-
-
Vesanto, J.1
Himberg, J.2
Alhoniemi, E.3
Parhankangas, J.4
-
31
-
-
34547580833
-
Applying data mining to manufacturing: the nature and implications
-
Wang K. Applying data mining to manufacturing: the nature and implications. Journal of Intelligent Manufacturing 2007, 18:487-495.
-
(2007)
Journal of Intelligent Manufacturing
, vol.18
, pp. 487-495
-
-
Wang, K.1
-
32
-
-
84860432395
-
Review of photochemical reaction constants of organic micropollutants required for UV advanced oxidation processes in water
-
Wols B.A., Hofman-Caris C.H.M. Review of photochemical reaction constants of organic micropollutants required for UV advanced oxidation processes in water. Water Research 2012, 46(9):2815-2827.
-
(2012)
Water Research
, vol.46
, Issue.9
, pp. 2815-2827
-
-
Wols, B.A.1
Hofman-Caris, C.H.M.2
-
33
-
-
54049116668
-
Assessment of the nutrient removal performance in integrated constructed wetlands with the self-organizing map
-
Zhang L., Scholz M., Mustafa A., Harrington R. Assessment of the nutrient removal performance in integrated constructed wetlands with the self-organizing map. Water Research 2008, 42(13):3519-3527.
-
(2008)
Water Research
, vol.42
, Issue.13
, pp. 3519-3527
-
-
Zhang, L.1
Scholz, M.2
Mustafa, A.3
Harrington, R.4
|