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1

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2017 Volume 10 || A New Asynchronous Architecture for Tabular Reinforcement Learning Algorithms

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

2

Per-sample prediction intervals for extreme learning machines

Akusok, Anton, Miche, Yoan, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2018

Language:

english

File:

PDF, 2.50 MB

english, 2018

3

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2017 Volume 10 || Facial Age Estimation with a Hybrid Model

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2019

Language:

english

File:

PDF, 641 KB

english, 2019

4

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM 2018 Volume 11 || An Optimized Data Distribution Model for ElasticChain to Support Blockchain Scalable Storage

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2020

Language:

english

File:

PDF, 656 KB

english, 2020

5

[IEEE 2019 IEEE Conference on Standards for Communications and Networking (CSCN) - GRANADA, Spain (2019.10.28-2019.10.30)] 2019 IEEE Conference on Standards for Communications and Networking (CSCN) - Secure Keying Scheme for Network Slicing in 5G Architecture

Porambage, Pawani, Miche, Yoan, Kalliola, Aapo, Liyanage, Madhusanka, Ylianttila, Mika

Year:

2019

Language:

english

File:

PDF, 398 KB

english, 2019

6

Bankruptcy prediction using Extreme Learning Machine and financial expertise

Yu, Qi, Miche, Yoan, Séverin, Eric, Lendasse, Amaury

Journal:

Year:

2014

Language:

english

File:

PDF, 507 KB

english, 2014

7

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2017 Volume 10 || Extreme Learning Machine Based Ship Detection Using Synthetic Aperture Radar

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2019

Language:

english

File:

PDF, 1.33 MB

english, 2019

8

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM 2018 Volume 11 || Extreme Learning Machine Based Intelligent Condition Monitoring System on Train Door

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2020

Language:

english

File:

PDF, 1018 KB

english, 2020

9

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

10

Fast Face Recognition Via Sparse Coding and Extreme Learning Machine

Bo He, Dongxun Xu, Rui Nian, Mark van Heeswijk, Qi Yu, Yoan Miche…

Journal:

Cognitive Computation

Year:

2014

Language:

english

File:

PDF, 960 KB

english, 2014

11

Meme representations for game agents

Miche, Yoan, Lim, Meng-Hiot, Lendasse, Amaury, Ong, Yew-Soon

Journal:

Year:

2015

Language:

english

File:

PDF, 551 KB

english, 2015

12

Binary/ternary extreme learning machines

van Heeswijk, Mark, Miche, Yoan

Journal:

Year:

2015

Language:

english

File:

PDF, 959 KB

english, 2015

13

High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications

Akusok, Anton, Bjork, Kaj-Mikael, Miche, Yoan, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 7.18 MB

english, 2015

14

Extreme learning machine for missing data using multiple imputations

Sovilj, Dušan, Eirola, Emil, Miche, Yoan, Björk, Kaj-Mikael, Nian, Rui, Akusok, Anton, Lendasse, Amaury

Journal:

Year:

2016

Language:

english

File:

PDF, 651 KB

english, 2016

15

[IEEE 2017 IEEE Conference on Network Function Virtualization and Software-Defined Networks (NFV-SDN) - Berlin (2017.11.6-2017.11.8)] 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) - Testbed for security orchestration in a network function virtualization environment

Kalliola, Aapo, Lal, Shankar, Ahola, Kimmo, Oliver, Ian, Miche, Yoan, Holtmanns, Silke

Year:

2017

Language:

english

File:

PDF, 143 KB

english, 2017

16

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2017 Volume 10 || Person Recognition via Facial Expression Using ELM Classifier Based CNN Feature Maps

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2019

Language:

english

File:

PDF, 1.15 MB

english, 2019

17

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM 2018 Volume 11 || An Algorithm of Sina Microblog User’s Sentimental Influence Analysis Based on CNN+ELM Model

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2020

Language:

english

File:

PDF, 700 KB

english, 2020

18

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM 2018 Volume 11 ||

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2020

Language:

english

File:

PDF, 21.94 MB

english, 2020

19

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM 2018 Volume 11 || Reconstructing Bifurcation Diagrams of a Chaotic Neuron Model Using an Extreme Learning Machine

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2020

Language:

english

File:

PDF, 777 KB

english, 2020

20

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM2019 Volume 14 ||

Cao, Jiuwen, Vong, Chi Man, Miche, Yoan, Lendasse, Amaury

Year:

2021

File:

PDF, 13.87 MB

2021

21

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

22

GPU-accelerated and parallelized ELM ensembles for large-scale regression

Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse

Journal:

Year:

2011

Language:

english

File:

PDF, 398 KB

english, 2011

23

TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization

Yoan Miche, Mark van Heeswijk, Patrick Bas, Olli Simula, Amaury Lendasse

Journal:

Year:

2011

Language:

english

File:

PDF, 461 KB

english, 2011

24

Feature selection for nonlinear models with extreme learning machines

Benoît, Frénay, van Heeswijk, Mark, Miche, Yoan, Verleysen, Michel, Lendasse, Amaury

Journal:

Year:

2013

Language:

english

File:

PDF, 2.53 MB

english, 2013

25

[IEEE 2011 Seventh International Conference on Computational Intelligence and Security (CIS) - Sanya, Hainan, China (2011.12.3-2011.12.4)] 2011 Seventh International Conference on Computational Intelligence and Security - Methodology for Behavioral-based Malware Analysis and Detection Using Random Projections and K-Nearest Neighbors Classifiers

Hegedus, Jozsef, Miche, Yoan, Ilin, Alexander, Lendasse, Amaury

Year:

2011

Language:

english

File:

PDF, 627 KB

english, 2011

26

Long-term time series prediction using OP-ELM

Grigorievskiy, Alexander, Miche, Yoan, Ventelä, Anne-Mari, Séverin, Eric, Lendasse, Amaury

Journal:

Neural Networks

Year:

2014

Language:

english

File:

PDF, 476 KB

english, 2014

27

Extreme learning machine towards dynamic model hypothesis in fish ethology research

Nian, Rui, He, Bo, Zheng, Bing, van Heeswijk, Mark, Yu, Qi, Miche, Yoan, Lendasse, Amaury

Journal:

Year:

2014

Language:

english

File:

PDF, 6.69 MB

english, 2014

28

Ensemble delta test-extreme learning machine (DT-ELM) for regression

Yu, Qi, van Heeswijk, Mark, Miche, Yoan, Nian, Rui, He, Bo, Séverin, Eric, Lendasse, Amaury

Journal:

Year:

2014

Language:

english

File:

PDF, 569 KB

english, 2014

29

Advances in extreme learning machines (ELM2012)

Lendasse, Amaury, He, Qing, Miche, Yoan, Huang, Guang-Bin

Journal:

Year:

2014

Language:

english

File:

PDF, 126 KB

english, 2014

30

Regularized extreme learning machine for regression with missing data

Yu, Qi, Miche, Yoan, Eirola, Emil, van Heeswijk, Mark, Séverin, Eric, Lendasse, Amaury

Journal:

Year:

2013

Language:

english

File:

PDF, 553 KB

english, 2013

31

A Two-Stage Methodology Using K-NN and False-Positive Minimizing ELM for Nominal Data Classification

Akusok, Anton, Miche, Yoan, Hegedus, Jozsef, Nian, Rui, Lendasse, Amaury

Journal:

Cognitive Computation

Year:

2014

Language:

english

File:

PDF, 1.09 MB

english, 2014

32

Advances in Extreme Learning Machines (ELM2013)

Lendasse, Amaury, He, Qing, Miche, Yoan, Huang, Guang-Bin

Journal:

Year:

2015

Language:

english

File:

PDF, 154 KB

english, 2015

33

[IEEE 2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC) - Ipojuca, Brazil (2013.9.8-2013.9.11)] 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence - Extending the Minimal Learning Machine for Pattern Classification

Junior, Amauri H. Souza, Corona, Francesco, Miche, Yoan, Lendasse, Amaury, Barreto, Guilherme A.

Year:

2013

Language:

english

File:

PDF, 1014 KB

english, 2013

34

SOM-ELM—Self-Organized Clustering using ELM

Miche, Yoan, Akusok, Anton, Veganzones, David, Björk, Kaj-Mikael, Séverin, Eric, du Jardin, Philippe, Termenon, Maite, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 8.07 MB

english, 2015

35

MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model

Akusok, Anton, Veganzones, David, Miche, Yoan, Björk, Kaj-Mikael, Jardin, Philippe du, Severin, Eric, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 1.74 MB

english, 2015

36

Arbitrary Category Classification of Websites Based on Image Content

Akusok, Anton, Miche, Yoan, Karhunen, Juha, Bjork, Kaj-Mikael, Nian, Rui, Lendasse, Amaury

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 3.61 MB

english, 2015

37

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

de Souza, Amauri Holanda, Corona, Francesco, Barreto, Guilherme A., Miche, Yoan, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 1.39 MB

english, 2015

38

[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

39

Brain MRI Morphological Patterns Extraction Tool based on Extreme Learning Machine and Majority Vote Classification

Termenon, Maite, Graña, Manuel, Savio, Alexandre, Akusok, Anton, Miche, Yoan, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 3.46 MB

english, 2015

40

Singular Value Decomposition Update and Its Application to (Inc)-OP-ELM

Grigorievskiy, Alexander, Miche, Yoan, Käpylä, Maarit, Lendasse, Amaury

Journal:

Year:

2015

Language:

english

File:

PDF, 763 KB

english, 2015

41

Advances in extreme learning machines (elm2014)

Lendasse, Amaury, Man, Vong Chi, Matthew,, Miche, Yoan, Huang, Guang-Bin

Journal:

Year:

2015

Language:

english

File:

PDF, 412 KB

english, 2015

42

[ACM Press the 5th International Conference - Heraklion, Crete, Greece (2012.06.06-2012.06.08)] Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '12 - Fast variable selection for memetracker phrases time series prediction

Miche, Yoan, Chistiakova, Tatiana, Akusok, Anton, Lendasse, Amaury, Nian, Rui, Guillén, Alberto

Year:

2012

Language:

english

File:

PDF, 2.06 MB

english, 2012

43

[IEEE 2015 IEEE Conference on Communications and Network Security (CNS) - Florence, Italy (2015.9.28-2015.9.30)] 2015 IEEE Conference on Communications and Network Security (CNS) - Some dangers from 2G networks legacy support and a possible mitigation

Abodunrin, Dare, Miche, Yoan, Holtmanns, Silke

Year:

2015

Language:

english

File:

PDF, 839 KB

english, 2015

44

[IEEE 2015 IEEE Trustcom/BigDataSE/ISPA - Helsinki, Finland (2015.8.20-2015.8.22)] 2015 IEEE Trustcom/BigDataSE/ISPA - Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes

Sayfullina, Luiza, Eirola, Emil, Komashinsky, Dmitry, Palumbo, Paolo, Miche, Yoan, Lendasse, Amaury, Karhunen, Juha

Year:

2015

Language:

english

File:

PDF, 624 KB

english, 2015

45

[IEEE 2016 49th Hawaii International Conference on System Sciences (HICSS) - Koloa, HI, USA (2016.1.5-2016.1.8)] 2016 49th Hawaii International Conference on System Sciences (HICSS) - A R-SOM Analysis of the Link between Financial Market Conditions and a Systemic Risk Index Based on ICA-Factors of Systemic Risk Measures

Kouontchou, Patrick, Lendasse, Amaury, Miche, Yoan, Modesto, Alejandro, Sarlin, Peter, Maillet, Bertrand

Year:

2016

Language:

english

File:

PDF, 504 KB

english, 2016

46

ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines

Akusok, Anton, Baek, Stephen, Miche, Yoan, Björk, Kaj-Mikael, Nian, Rui, Lauren, Paula, Lendasse, Amaury

Journal:

Year:

2016

Language:

english

File:

PDF, 2.89 MB

english, 2016

47

Reliable Steganalysis Using a Minimum Set of Samples and Features

Miche, Yoan, Bas, Patrick, Lendasse, Amaury, Jutten, Christian, Simula, Olli

Journal:

EURASIP Journal on Information Security

Year:

2010

Language:

english

File:

PDF, 825 KB

english, 2010

48

[ACM Press the 9th ACM International Conference - Corfu, Island, Greece (2016.06.29-2016.07.01)] Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '16 - A new application of machine learning in health care

Björk, Kaj-Mikael, Eirola, Emil, Miche, Yoan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 317 KB

english, 2016

49

Advances in extreme learning machines (ELM2015)

Lendasse, Amaury, Vong, Chi Man, Toh, Kar-Ann, Miche, Yoan, Huang, Guang-Bin

Journal:

Year:

2017

Language:

english

File:

PDF, 281 KB

english, 2017

50

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Combined nonlinear visualization and classification: ELMVIS++C

Gritsenko, Andrey, Akusok, Anton, Miche, Yoan, Bjork, Kaj-Mikael, Baek, Stephen, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 1.40 MB

english, 2016