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1

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 946 KB

english, 2012

2

OP-ELM: Optimally Pruned Extreme Learning Machine

Yoan Miche,, Sorjamaa, A., Bas, P., Simula, O., Jutten, C., Lendasse, A.

Journal:

IEEE Transactions on Neural Networks

Year:

2010

Language:

english

File:

PDF, 260 KB

english, 2010

3

Surfactant partitioning in cloud droplet activation: a study of C8, C10, C12 and C14 normal fatty acid sodium salts

NØNNE L. PRISLE, TOMI RAATIKAINEN, RIIKKA SORJAMAA, BIRGITTA SVENNINGSSON, ARI LAAKSONEN, MERETE BILDE

Journal:

Year:

2008

Language:

english

File:

PDF, 368 KB

english, 2008

4

Methodology for long-term prediction of time series

Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji, Amaury Lendasse

Journal:

Year:

2007

Language:

english

File:

PDF, 536 KB

english, 2007

5

X-SOM and L-SOM: A double classification approach for missing value imputation

Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse

Journal:

Year:

2010

Language:

english

File:

PDF, 248 KB

english, 2010

6

Multiple-output modeling for multi-step-ahead time series forecasting

Souhaib Ben Taieb, Antti Sorjamaa, Gianluca Bontempi

Journal:

Year:

2010

Language:

english

File:

PDF, 385 KB

english, 2010

7

OPELM and OPKNN in long-term prediction of time series using projected input data

Dušan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin

Journal:

Year:

2010

Language:

english

File:

PDF, 594 KB

english, 2010

8

The influence of surfactant properties on critical supersaturations of cloud condensation nuclei

Riikka Sorjamaa, Ari Laaksonen

Journal:

Journal of Aerosol Science

Year:

2006

Language:

english

File:

PDF, 231 KB

english, 2006

9

Fluxes of carbon dioxide and water vapour over Scots pine forest and clearing

Üllar Rannik, Nuria Altimir, Jukka Raittila, Tanja Suni, Anca Gaman, Tareq Hussein, Teemu Hölttä, Hannu Lassila, Maria Latokartano, Antti Lauri, Anas Natsheh, Tuukka Petäjä, Riikka Sorjamaa, Hanna Ylä

Journal:

Agricultural and Forest Meteorology

Year:

2002

Language:

english

File:

PDF, 364 KB

english, 2002

10

An improved methodology for filling missing values in spatiotemporal climate data set

Antti Sorjamaa, Amaury Lendasse, Yves Cornet, Eric Deleersnijder

Journal:

Computational Geosciences

Year:

2010

Language:

english

File:

PDF, 411 KB

english, 2010

11

Cloud formation of particles containing humic-like substances

Kokkola, H., Sorjamaa, R., Peräniemi, A., Raatikainen, T., Laaksonen, A.

Journal:

Geophysical Research Letters

Year:

2006

Language:

english

File:

PDF, 807 KB

english, 2006

12

Aerosol-based modelling of infiltration of ambient PM2.5 and evaluation against population-based measurements in homes in Helsinki, Finland

Hänninen, Otto, Sorjamaa, Riikka, Lipponen, Pasi, Cyrys, Josef, Lanki, Timo, Pekkanen, Juha

Journal:

Journal of Aerosol Science

Year:

2013

Language:

english

File:

PDF, 1.24 MB

english, 2013

13

[IEEE 2008 8th International Conference on Hybrid Intelligent Systems (HIS) - Barcelona, Spain (2008.09.10-2008.09.12)] 2008 Eighth International Conference on Hybrid Intelligent Systems - Optimal Pruned K-Nearest Neighbors: OP-KNN Application to Financial Modeling

Yu, Q., Sorjamaa, A., Miche, Y., Lendasse, A., Séverin, Eric, Guillen, A., Mateo, F.

Year:

2008

Language:

english

File:

PDF, 194 KB

english, 2008

14

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Time Series Prediction as a Problem of Missing Values: Application to ESTSP2007 and NN3 Competition Benchmarks

Sorjamaa, Antti, Lendasse, Amaury

Year:

2007

Language:

english

File:

PDF, 383 KB

english, 2007

15

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Long-term prediction of time series by combining direct and MIMO strategies

Taieb, Souhaib Ben, Bontempi, Gianluca, Sorjamaa, Antti, Lendasse, Amaury

Year:

2009

Language:

english

File:

PDF, 1.38 MB

english, 2009

16

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Long-term prediction of time series using NNE-based projection and OP-ELM

Sorjamaa, Antti, Miche, Yoan, Weiss, Robert, Lendasse, Amaury

Year:

2008

Language:

english

File:

PDF, 294 KB

english, 2008

17

The role of surfactants in Köhler theory reconsidered

Sorjamaa, R., Svenningsson, B., Raatikainen, T., Henning, S., Bilde, M., Laaksonen, A.

Journal:

Atmospheric Chemistry and Physics

Year:

2004

Language:

english

File:

PDF, 307 KB

english, 2004

18

The effect of H2O adsorption on cloud drop activation of insoluble particles: a theoretical framework

Sorjamaa, R., Laaksonen, A.

Journal:

Atmospheric Chemistry and Physics

Year:

2007

Language:

english

File:

PDF, 357 KB

english, 2007

19

Niche matters: The comparison between bone marrow stem cells and endometrial stem cells and stromal fibroblasts reveal distinct migration and cytokine profiles in response to inflammatory stimulus

Khatun, Masuma, Sorjamaa, Anna, Kangasniemi, Marika, Sutinen, Meeri, Salo, Tuula, Liakka, Annikki, Lehenkari, Petri, Tapanainen, Juha S., Vuolteenaho, Olli, Chen, Joseph C., Lehtonen, Siri, Piltonen,

Journal:

Year:

2017

Language:

english

File:

PDF, 3.25 MB

english, 2017

20

OP-KNN: Method and Applications

Yu, Qi, Miche, Yoan, Sorjamaa, Antti, Guillen, Alberto, Lendasse, Amaury, Séverin, Eric

Journal:

Advances in Artificial Neural Systems

Year:

2010

Language:

english

File:

PDF, 1.60 MB

english, 2010