-
1
-
-
0025449027
-
Perceptron-based learning algorithms
-
Gallant, S. I. "Perceptron-based learning algorithms", IEEE Transactions on Neural Networks, vol. 1, no. 2, pp. 179-191 (1990).
-
(1990)
IEEE Transactions on Neural Networks
, vol.1
, Issue.2
, pp. 179-191
-
-
Gallant, S.I.1
-
2
-
-
0000549293
-
Self-Organizing Maps
-
Springer, Heidelberg. Second ed
-
Kohonen, T., "Self-Organizing Maps, Series in Information Sciences", Vol. 30. Springer, Heidelberg. Second ed. 1997.
-
(1997)
Series in Information Sciences
, vol.30
-
-
Kohonen, T.1
-
3
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
Hornik, K., Stinchcombe, M. and White, H. (1989) "Multilayer feedforward networks are universal approximators", Neural Networks, Vol. 2, pp.359-366.
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
4
-
-
0023331258
-
An introduction to computing with neural nets
-
Lippman, R.P. "An introduction to computing with neural nets", IEEE ASSP Magazine. (1987)
-
(1987)
IEEE ASSP Magazine
-
-
Lippman, R.P.1
-
5
-
-
2342421564
-
Correlation of air pollution and meteorological data using neural networks
-
Th. Slini, K. Karatzas and N. Mousiopoulos, "Correlation of air pollution and meteorological data using neural networks", Int. J. Environment and Pollution, Vol.. 20, Nos. 1-6, pp. 218-229 (2003).
-
(2003)
Int. J. Environment and Pollution
, vol.20
, Issue.1-6
, pp. 218-229
-
-
Slini, T.1
Karatzas, K.2
Mousiopoulos, N.3
-
6
-
-
0035984379
-
Prediction of ambient PM10 and toxic, metals using artificial neural networks
-
Chelani, A.B., Gajghate, D.G. and Hasan, M.Z. (2002) "Prediction of ambient PM10 and toxic, metals using artificial neural networks", J. of Air and Waste Management Ass., Vol., 52, pp.805-810.
-
(2002)
J. of Air and Waste Management Ass
, vol.52
, pp. 805-810
-
-
Chelani, A.B.1
Gajghate, D.G.2
Hasan, M.Z.3
-
7
-
-
0031172117
-
Comparing neural networks and regression models for ozone forecasting
-
Comrie, A.C. (1997), "Comparing neural networks and regression models for ozone forecasting", J. of Air and Waste Management Ass., Vol.47, pp.653-663.
-
(1997)
J. of Air and Waste Management Ass
, vol.47
, pp. 653-663
-
-
Comrie, A.C.1
-
8
-
-
0034739912
-
Neural networks and periodic components used in air quality forecasting
-
Kolehmainen, M., Martikainen, H. and Ruuskanen, J. (2001), "Neural networks and periodic components used in air quality forecasting", Atmospheric Environment, Vol. 35, pp.815-825.
-
(2001)
Atmospheric Environment
, vol.35
, pp. 815-825
-
-
Kolehmainen, M.1
Martikainen, H.2
Ruuskanen, J.3
-
9
-
-
0034744978
-
Prediction of NO and NO2 concentrations near a street with heavy traffic in Santiago, Chile
-
Perez, P. and Trier, A. (2001), "Prediction of NO and NO2 concentrations near a street with heavy traffic in Santiago, Chile", Atmospheric Environment, Vol. 35, No. 21, pp.1783-1789.
-
(2001)
Atmospheric Environment
, vol.35
, Issue.21
, pp. 1783-1789
-
-
Perez, P.1
Trier, A.2
-
10
-
-
34447620954
-
Nonlinear models for ground level ozone forecasting
-
S. Bordignon, C. Gaetan and F. Lisi, "Nonlinear models for ground level ozone forecasting", Statistical Methods and Applications, 11, 227-246, (2002).
-
(2002)
Statistical Methods and Applications
, vol.11
, pp. 227-246
-
-
Bordignon, S.1
Gaetan, C.2
Lisi, F.3
-
11
-
-
56349167496
-
-
L. S. Huang and R. L. Smith, Meteorologically-dependent trends in urban ozone, National Institute of Statistical Sciences (1997),Technical Report 72.
-
L. S. Huang and R. L. Smith, "Meteorologically-dependent trends in urban ozone", National Institute of Statistical Sciences (1997),Technical Report 72.
-
-
-
-
12
-
-
0035001169
-
Modeling air quality in urban areas: A cell-based statistical approach
-
Kim H.Y. and Guldmann J.M. "Modeling air quality in urban areas: A cell-based statistical approach", Geographical Analysis, 33, (2001).
-
(2001)
Geographical Analysis
, vol.33
-
-
Kim, H.Y.1
Guldmann, J.M.2
-
13
-
-
0032102851
-
Nonlinear dynamics of hourly ozone concentrations: Nonparametric short term prediction
-
Chen L.-J., Islam S. Biswas P. "Nonlinear dynamics of hourly ozone concentrations: Nonparametric short term prediction", Atmospheric Environment, 32, 1839-1848, (1998).
-
(1998)
Atmospheric Environment
, vol.32
, pp. 1839-1848
-
-
Chen, L.-J.1
Islam, S.2
Biswas, P.3
-
14
-
-
27844608945
-
Artificial neural network approach for modelling nitrogen dioxide dispersion from vehicular exhaust emissions
-
S.M. Shiva Nagendra and M. Khare, "Artificial neural network approach for modelling nitrogen dioxide dispersion from vehicular exhaust emissions", Ecological Modelling, 190, 99-115, (2006).
-
(2006)
Ecological Modelling
, vol.190
, pp. 99-115
-
-
Shiva Nagendra, S.M.1
Khare, M.2
-
15
-
-
1342289613
-
Development of an operational model-based warning system for tropospheric ozone concentrations in Bordeaux, France
-
A. Zolghadri, M. Monsion, D. Henry, C. Marchionini, and O. Petrique, "Development of an operational model-based warning system for tropospheric ozone concentrations in Bordeaux, France", Environmental Modelling & Software, 19, 369-382, (2004).
-
(2004)
Environmental Modelling & Software
, vol.19
, pp. 369-382
-
-
Zolghadri, A.1
Monsion, M.2
Henry, D.3
Marchionini, C.4
Petrique, O.5
-
16
-
-
0035096378
-
Short-term air quality prediction using a case-based classifier
-
E. Kalapanidas and N. Avouris, "Short-term air quality prediction using a case-based classifier", Environmental Modelling & Software, 16, 263-272, (2001).
-
(2001)
Environmental Modelling & Software
, vol.16
, pp. 263-272
-
-
Kalapanidas, E.1
Avouris, N.2
-
17
-
-
30144437666
-
Prediction of daily ozone concentration maxima in the urban atmosphere
-
M.A. Barrero, J.O. Grimait, L. Canto'n, "Prediction of daily ozone concentration maxima in the urban atmosphere", Chemometrics and Intelligent Laboratory Systems, 80, 67- 76, (2006).
-
(2006)
Chemometrics and Intelligent Laboratory Systems
, vol.80
, pp. 67-76
-
-
Barrero, M.A.1
Grimait, J.O.2
Canto'n, L.3
-
18
-
-
0034657677
-
A regression-based method for mapping traffic-related air pollution: Application and testing in four contrasting urban environments
-
D. J. Briggs, C. de Hoogh, J. Gulliver, J Wills, P. Elliott, S. Kingham and K. Smallbone, "A regression-based method for mapping traffic-related air pollution: application and testing in four contrasting urban environments", The Science of the Total Environment, 253, 151-167, (2000).
-
(2000)
The Science of the Total Environment
, vol.253
, pp. 151-167
-
-
Briggs, D.J.1
de Hoogh, C.2
Gulliver, J.3
Wills, J.4
Elliott, P.5
Kingham, S.6
Smallbone, K.7
-
19
-
-
34347405350
-
Classification techniques for air quality forecasting
-
August 28th-September 1st, Riva del Garda, Italy
-
I.N. Athanasiadis, K.D. Karatzas and P. A. Mitkas, "Classification techniques for air quality forecasting", BESAI 2006 Workshop on Binding Environmental Sciences and Artificial Intelligence, part of the 17th European Conference on Artificial Intelligence (EAI 2006), August 28th-September 1st, 2006. Riva del Garda, Italy.
-
(2006)
BESAI 2006 Workshop on Binding Environmental Sciences and Artificial Intelligence, part of the 17th European Conference on Artificial Intelligence (EAI
-
-
Athanasiadis, I.N.1
Karatzas, K.D.2
Mitkas, P.A.3
-
20
-
-
54849407292
-
-
European Environment Agency and World Health Organisation
-
European Environment Agency and World Health Organisation (1999), Air and Health - Local authorities, health and environment, http://reports.eea.europa. eu/2599XXX/en/page008.html
-
(1999)
Air and Health - Local authorities, health and environment
-
-
-
21
-
-
0032170668
-
The application of neural techniques to the modelling of time-series of atmospheric pollution data
-
Nunnari, G., Nucifora, A.F.M., Randieri, C. "The application of neural techniques to the modelling of time-series of atmospheric pollution data". Ecological Modelling 111, pp. 187-205 (1998)
-
(1998)
Ecological Modelling
, vol.111
, pp. 187-205
-
-
Nunnari, G.1
Nucifora, A.F.M.2
Randieri, C.3
-
22
-
-
0032586576
-
Ozone indices based on simple meteorological parameters: Potentials and limitations of regression and neural network model
-
Soja, G., Soja, A.M.. "Ozone indices based on simple meteorological parameters: potentials and limitations of regression and neural network model". Atmospheric Environment 33, pp. 4299-4307 (1999)
-
(1999)
Atmospheric Environment
, vol.33
, pp. 4299-4307
-
-
Soja, G.1
Soja, A.M.2
-
23
-
-
0033104966
-
Study of atmospheric ozone formation by means of a neural network-based model
-
Guardani, R., Nascimento, C.A.O., Guardani, M.L.G., Martins, M.H.R.B., Romano, J. "Study of atmospheric ozone formation by means of a neural network-based model". Journal of the Air and Waste Management Association 49, pp. 316-323 (1999).
-
(1999)
Journal of the Air and Waste Management Association
, vol.49
, pp. 316-323
-
-
Guardani, R.1
Nascimento, C.A.O.2
Guardani, M.L.G.3
Martins, M.H.R.B.4
Romano, J.5
-
24
-
-
0034145096
-
Forecasting summertime surface-level ozone concentrations in the Lower Fraser valley of British Columbia: An ensemble neural network approach
-
Cannon, J.A., Lord, R.E. "Forecasting summertime surface-level ozone concentrations in the Lower Fraser valley of British Columbia: an ensemble neural network approach". Journal of the Air and Waste Management Association 50, pp. 322-339 (2000).
-
(2000)
Journal of the Air and Waste Management Association
, vol.50
, pp. 322-339
-
-
Cannon, J.A.1
Lord, R.E.2
-
25
-
-
0033962994
-
Statistical surface ozone models: An improved methodology to account for nonlinear behaviour
-
Gardner, M.W., Dorling, S.R. "Statistical surface ozone models: an improved methodology to account for nonlinear behaviour". Atmospheric Environment 34, pp. 21-34 (2000).
-
(2000)
Atmospheric Environment
, vol.34
, pp. 21-34
-
-
Gardner, M.W.1
Dorling, S.R.2
-
26
-
-
0034131752
-
Forecasts using neural network versus BoxeJenkins methodology for ambient air quality monitoring data
-
Kao, Jehng-Jung, Huang, Shang-Shuang. "Forecasts using neural network versus BoxeJenkins methodology for ambient air quality monitoring data". Journal of the Air and Waste Management Association 50, pp. 219-226 (2000)
-
(2000)
Journal of the Air and Waste Management Association
, vol.50
, pp. 219-226
-
-
Kao, J.-J.1
Huang, S.-S.2
-
27
-
-
0034320999
-
A comparison of nonlinear neural network models for ground-level ozone forecasting
-
Cobourn, W.G., Dolcine, L., French, M., Hubbard, M.C. "A comparison of nonlinear neural network models for ground-level ozone forecasting". Journal of the Air and Waste Management Association 50, pp. 1999-2009 (2000).
-
(2000)
Journal of the Air and Waste Management Association
, vol.50
, pp. 1999-2009
-
-
Cobourn, W.G.1
Dolcine, L.2
French, M.3
Hubbard, M.C.4
-
28
-
-
34147176086
-
-
Dutot, A.L., Rynkiewicz, J., Steiner, Fredy E., Rude, J., 2007. A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions. Environmental. Modelling and Software 22, pp. 1261-1269.
-
Dutot, A.L., Rynkiewicz, J., Steiner, Fredy E., Rude, J., 2007. A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions. Environmental. Modelling and Software 22, pp. 1261-1269.
-
-
-
-
29
-
-
0038201778
-
Prediction of maximum daily ozone level using combined neural networks and statistical characteristics
-
Wenjian Wang, Weizhen Lu, Xiekang Wang, Leung, Andrew Y.T. "Prediction of maximum daily ozone level using combined neural networks and statistical characteristics". Environment International 29, pp. 555-562 (2003).
-
(2003)
Environment International
, vol.29
, pp. 555-562
-
-
Wang, W.1
Lu, W.2
Wang, X.3
Leung, A.Y.T.4
-
30
-
-
0031172117
-
Comparing neural networks and regression models for ozone forecasting
-
Comrie, A. "Comparing neural networks and regression models for ozone forecasting". Journal of the Air and Waste Management Association 47, pp. 653-663 (1997).
-
(1997)
Journal of the Air and Waste Management Association
, vol.47
, pp. 653-663
-
-
Comrie, A.1
-
31
-
-
0032146239
-
Artificial neural networks (the multilayer perceptron). A review of applications in the atmospheric sciences
-
Gardner, M.W., Dorling, S.R. "Artificial neural networks (the multilayer perceptron). A review of applications in the atmospheric sciences". Atmospheric Environment 32, pp. 2627-2636 (1998)
-
(1998)
Atmospheric Environment
, vol.32
, pp. 2627-2636
-
-
Gardner, M.W.1
Dorling, S.R.2
-
32
-
-
0033120626
-
An application of artificial neural networks to the prediction of surface ozone concentrations in the United Kingdom
-
Spellman, G. "An application of artificial neural networks to the prediction of surface ozone concentrations in the United Kingdom". Applied Geography 19, pp. 123-136 (1999).
-
(1999)
Applied Geography
, vol.19
, pp. 123-136
-
-
Spellman, G.1
-
33
-
-
0037899217
-
A rigorous inter- comparison of ground-level ozone predictions
-
Sehlink, U., Dorling, S., Pelikan, E., Nunnari, G., Cawley, G., Junninen, H., Greig, A., Foxall, R., Eben, K., Chatterton, T., Vondracek, J., Richter, M., Dostal, M., Berrueco, L., Kolehmainen, M., Doyle, M. "A rigorous inter- comparison of ground-level ozone predictions". Atmospheric Environment 37, pp. 3237-3253 (2003).
-
(2003)
Atmospheric Environment
, vol.37
, pp. 3237-3253
-
-
Sehlink, U.1
Dorling, S.2
Pelikan, E.3
Nunnari, G.4
Cawley, G.5
Junninen, H.6
Greig, A.7
Foxall, R.8
Eben, K.9
Chatterton, T.10
Vondracek, J.11
Richter, M.12
Dostal, M.13
Berrueco, L.14
Kolehmainen, M.15
Doyle, M.16
-
34
-
-
32144456452
-
Statistical models to assess the health effects and to forecast ground-level ozone
-
Schlink, U., Herbarth, O., Richter, M., Dorling, S., Nunnari, G., Cawleyd, G., Pelikan, E. "Statistical models to assess the health effects and to forecast ground-level ozone. Environmental Modelling and Software 21, pp. 547-558 (2006).
-
(2006)
Environmental Modelling and Software
, vol.21
, pp. 547-558
-
-
Schlink, U.1
Herbarth, O.2
Richter, M.3
Dorling, S.4
Nunnari, G.5
Cawleyd, G.6
Pelikan, E.7
-
35
-
-
0034485274
-
Predicting peak photochemical pollutant concentrations with a combination of neural network models
-
Kioutsioukis I., Melas D., Ziomas I.C., Skouloudis A., "Predicting peak photochemical pollutant concentrations with a combination of neural network models", Neural Network world, 10, pp. 909-916. (2000)
-
(2000)
Neural Network world
, vol.10
, pp. 909-916
-
-
Kioutsioukis, I.1
Melas, D.2
Ziomas, I.C.3
Skouloudis, A.4
-
36
-
-
32144443181
-
PM10 forecasting for Thessaloniki, Greece
-
Slini T., Kaprara A., Karatzas K., Moussiopoulos N. "PM10 forecasting for Thessaloniki, Greece". Environmental Modelling and Software, 21, 559-565 (2006).
-
(2006)
Environmental Modelling and Software
, vol.21
, pp. 559-565
-
-
Slini, T.1
Kaprara, A.2
Karatzas, K.3
Moussiopoulos, N.4
-
37
-
-
0042061161
-
Comparative assessment of neural networks and regression models for forecasting summertime ozone in Athens. Elsevier
-
Chaloulakou A., Saisana M., Spyrellis N. Comparative assessment of neural networks and regression models for forecasting summertime ozone in Athens. Elsevier: The Science of the Total Environment, Volume 313, pp. 1-13 (2003)
-
(2003)
The Science of the Total Environment
, vol.313
, pp. 1-13
-
-
Chaloulakou, A.1
Saisana, M.2
Spyrellis, N.3
-
38
-
-
56349099604
-
Data mining air quality data for Athens, Greece
-
Klaus Tochtermann and Arno Scharl, eds, pp
-
Efraimidou M., Kanaki M., Athanasiadis I, Mitkas P., Karatzas K., "Data mining air quality data for Athens, Greece", Proceedings of the 20th International Conference on Informatics for Environmental Protection - Managing Environmental. Knowledge. (Klaus Tochtermann and Arno Scharl., eds)., pp. 505-508.
-
Proceedings of the 20th International Conference on Informatics for Environmental Protection - Managing Environmental. Knowledge
, pp. 505-508
-
-
Efraimidou, M.1
Kanaki, M.2
Athanasiadis, I.3
Mitkas, P.4
Karatzas, K.5
-
39
-
-
56349144634
-
-
Paschalidou A. K., Iliadis L. S., Kassomenos P., Bezirtzoglou C. Neural Modelling of the Tropospheric Ozone Concentrations in an Urban Site. EANN 2007 Engineering Applications of Neural Networks (Thessaloniki, Hellas, August 29-31, 2007.)
-
Paschalidou A. K., Iliadis L. S., Kassomenos P., Bezirtzoglou C. Neural Modelling of the Tropospheric Ozone Concentrations in an Urban Site. EANN 2007 Engineering Applications of Neural Networks (Thessaloniki, Hellas, August 29-31, 2007.)
-
-
-
-
40
-
-
56349148678
-
Copyright
-
©
-
StatSoft, Inc. © Copyright, 1984-2003, "Neural Networks", http://www.statsoft.com/textbook/stneunet.html
-
(1984)
Neural Networks
-
-
-
41
-
-
56349100533
-
-
Matlab Help. Keywords: Neural. Network Toolbox
-
Matlab Help. Keywords: Neural. Network Toolbox.
-
-
-
-
43
-
-
0036756215
-
Artificial neural network based peak load forecasting using Levenberg-Marquardt and quasi-Newton methods
-
Sep, Pages
-
Saini, L.M., Soni, M.K., "Artificial neural network based peak load forecasting using Levenberg-Marquardt and quasi-Newton methods", Generation, Transmission and Distribution, IEE Proceedings, Volume 149, Issue 5, Sep 2002, Pages: 578 - 584.
-
(2002)
Generation, Transmission and Distribution, IEE Proceedings
, vol.149
, Issue.5
, pp. 578-584
-
-
Saini, L.M.1
Soni, M.K.2
-
44
-
-
33847359184
-
-
Costa, M.A., Antônio de Pádua Braga, de Menezes, B.R., Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm, Neurocomputing, 70, Issues 7-9, March 2007, Pages 1342-1347.
-
Costa, M.A., Antônio de Pádua Braga, de Menezes, B.R., "Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm", Neurocomputing, Volume 70, Issues 7-9, March 2007, Pages 1342-1347.
-
-
-
-
45
-
-
56349123676
-
-
K. D. Karatzas, G. Papadourakis and I. Kyriakidis. Understanding and Forecasting Air Pollution with the Aid of Artificial Intelligence Methods in Athens, Greece. Proceedings of the Int. Workshop on Applications with Artificial Intelligence (http://www.ebusiness-lab.gr/ai/), 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2007, Patras, Greece (http://ictai07.ceid.upatras.gr/). Springer Series on Studies in Computational Intelligence, in press.
-
K. D. Karatzas, G. Papadourakis and I. Kyriakidis. Understanding and Forecasting Air Pollution with the Aid of Artificial Intelligence Methods in Athens, Greece. Proceedings of the Int. Workshop on Applications with Artificial Intelligence (http://www.ebusiness-lab.gr/ai/), 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2007, Patras, Greece (http://ictai07.ceid.upatras.gr/). Springer Series on Studies in Computational Intelligence, in press.
-
-
-
-
46
-
-
0020386641
-
Some comments on the evaluation of model performance
-
Wilmott C.J. "Some comments on the evaluation of model performance", Bulletin of American Meteorological Society, 63, 1309-1313 (1982).
-
(1982)
Bulletin of American Meteorological Society
, vol.63
, pp. 1309-1313
-
-
Wilmott, C.J.1
-
47
-
-
17644370689
-
-
G. Corani, Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning, Ecological Modelling, 185, Issues 2-4, pp. (2005).
-
G. Corani, "Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning", Ecological Modelling, Volume 185, Issues 2-4, pp. (2005).
-
-
-
-
48
-
-
38149109707
-
-
G. Ibarra-Berasteg, A. Eliasa, A, Barona, J, Saenza, A, Ezcurraa, and J, Diaz de Argandoñ, From diagnosis to prognosis for forecasting air pollution using neural networks: Air pollution monitoring in Bilbao, Environmental Modelling & Software, Article in Press, doi:10.1016/j.envsoft.2007.09.003(2007).
-
G. Ibarra-Berasteg, A. Eliasa, A, Barona, J, Saenza, A, Ezcurraa, and J, Diaz de Argandoñ, "From diagnosis to prognosis for forecasting air pollution using neural networks: Air pollution monitoring in Bilbao", Environmental Modelling & Software, Article in Press, doi:10.1016/j.envsoft.2007.09.003(2007).
-
-
-
-
49
-
-
29844455331
-
Forecasting of ozone level in time series using MLP model with a novel hybrid training algorithm
-
Dong Wang and Wei-Zhen Lu, "Forecasting of ozone level in time series using MLP model with a novel hybrid training algorithm", Atmospheric Environment, 40, pp. 913-924 (2006).
-
(2006)
Atmospheric Environment
, vol.40
, pp. 913-924
-
-
Wang, D.1
Lu, W.-Z.2
-
50
-
-
84864521588
-
Use of neural networks for tropospheric ozone time series approximation and forecasting- a review
-
A. Argiriou, "Use of neural networks for tropospheric ozone time series approximation and forecasting- a review", Atmos. Chem. Phys. Discuss., 7,pp. 5739-5767, (2007), www.atmos-chem-phys-discuss.net/7/5739/ 2007/
-
(2007)
Atmos. Chem. Phys. Discuss
, vol.7
, pp. 5739-5767
-
-
Argiriou, A.1
|