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1

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

Année:

2018

Langue:

english

Fichier:

PDF, 2.50 MB

english, 2018

2

Machine learning in finance—Guest editorial

Sarlin, Peter, Björk, Kaj-Mikael

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 407 KB

english, 2017

3

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

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

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 7.18 MB

english, 2015

4

Comparison of combining methods using Extreme Learning Machines under small sample scenario

Sovilj, Dušan, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 724 KB

english, 2016

5

The Fuzzy Economic Order Quantity Problem with a Finite Production Rate and Backorders

Björk, Kaj-Mikael

Journal:

Applied Computational Intelligence and Soft Computing

Année:

2012

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2012

6

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

Année:

2015

Langue:

english

Fichier:

PDF, 3.61 MB

english, 2015

7

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:

Année:

2016

Langue:

english

Fichier:

PDF, 651 KB

english, 2016

8

The Bullwhip effect complexity in theory and in a real-life application

Bjork, Kaj Mikael, Hejazi, Annukka, Carlsson, Christer

Journal:

International Journal of Integrated Supply Management

Année:

2007

Langue:

english

Fichier:

PDF, 266 KB

english, 2007

9

An analytical solution to a fuzzy economic order quantity problem

Kaj-Mikael Björk

Journal:

International Journal of Approximate Reasoning

Année:

2009

Langue:

english

Fichier:

PDF, 213 KB

english, 2009

10

The effect of flexible lead times on a paper producer

Kaj-Mikael Björk, Christer Carlsson

Journal:

International Journal of Production Economics

Année:

2007

Langue:

english

Fichier:

PDF, 227 KB

english, 2007

11

Solving large-scale retrofit heat exchanger network synthesis problems with mathematical optimization methods

Kaj-Mikael Björk, Roger Nordman

Journal:

Chemical Engineering and Processing: Process Intensification

Année:

2005

Langue:

english

Fichier:

PDF, 162 KB

english, 2005

12

Global optimization of heat exchanger network synthesis problems with and without the isothermal mixing assumption

Kaj-Mikael Björk, Tapio Westerlund

Journal:

Computers & Chemical Engineering

Année:

2002

Langue:

english

Fichier:

PDF, 497 KB

english, 2002

13

Some convexifications in global optimization of problems containing signomial terms

Kaj-Mikael Björk, Per Olov Lindberg, Tapio Westerlund

Journal:

Computers & Chemical Engineering

Année:

2003

Langue:

english

Fichier:

PDF, 241 KB

english, 2003

14

Global solution of optimization problems with signomial parts

Ray Pörn, Kaj-Mikael Björk, Tapio Westerlund

Journal:

Discrete Optimization

Année:

2008

Langue:

english

Fichier:

PDF, 958 KB

english, 2008

15

A multi-item fuzzy economic production quantity problem with a finite production rate

Kaj-Mikael Björk

Journal:

International Journal of Production Economics

Année:

2012

Langue:

english

Fichier:

PDF, 239 KB

english, 2012

16

Neurochemical Evidence of Potential Neurotoxicity After Prophylactic Cranial Irradiation

Kalm, Marie, Abel, Edvard, Wasling, Pontus, Nyman, Jan, Hietala, Max Albert, Bremell, Daniel, Hagberg, Lars, Elam, Mikael, Blennow, Kaj, Björk-Eriksson, Thomas, Zetterberg, Henrik

Journal:

International Journal of Radiation Oncology*Biology*Physics

Année:

2014

Langue:

english

Fichier:

PDF, 428 KB

english, 2014

17

[IEEE 2012 45th Hawaii International Conference on System Sciences (HICSS) - Maui, HI, USA (2012.01.4-2012.01.7)] 2012 45th Hawaii International Conference on System Sciences - A Multi-item Fuzzy Economic Production Quantity Problem with Limited Storage Space

Bjork, Kaj-Mikael, Mezei, Jozsef, Nyman, Henrik

Année:

2012

Langue:

english

Fichier:

PDF, 246 KB

english, 2012

18

[IEEE 2008 The 41st Annual Hawaii International Conference on System Sciences - Waikoloa, HI, USA (2008.1.7-2008.1.10)] Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008) - The Economic Production Quantity Problem with a Finite Production Rate and Fuzzy Cycle Time

Bjork, Kaj-Mikael

Année:

2008

Langue:

english

Fichier:

PDF, 252 KB

english, 2008

19

[IEEE 2008 The 41st Annual Hawaii International Conference on System Sciences - Waikoloa, HI, USA (2008.1.7-2008.1.10)] Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008) - Global Optimization of Water Distribution Systems

Bjork, Kaj-Mikael, Papageorgiou, Lazaros G.

Année:

2008

Langue:

english

Fichier:

PDF, 254 KB

english, 2008

20

[IEEE 2014 47th Hawaii International Conference on System Sciences (HICSS) - Waikoloa, HI (2014.1.6-2014.1.9)] 2014 47th Hawaii International Conference on System Sciences - Identification of Linear Switching System with Unknown Dimensions

Shirdel, Amir H., Bjork, Kaj-Mikael, Toivonen, Hannu T.

Année:

2014

Langue:

english

Fichier:

PDF, 366 KB

english, 2014

21

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:

Année:

2015

Langue:

english

Fichier:

PDF, 8.07 MB

english, 2015

22

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:

Année:

2015

Langue:

english

Fichier:

PDF, 1.74 MB

english, 2015

23

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:

Année:

2015

Langue:

english

Fichier:

PDF, 3.46 MB

english, 2015

24

Manifold learning in local tangent space via extreme learning machine

Wang, Qian, Wang, Weiguo, Nian, Rui, He, Bo, Shen, Yue, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 5.10 MB

english, 2016

25

Evaluation of an information systems investment into reducing the bullwhip effect - a three-step process

Collan, Mikael, Björk, Kaj Mikael, Kyläheiko, Kalevi

Journal:

International Journal of Logistics Systems and Management

Année:

2014

Langue:

english

Fichier:

PDF, 287 KB

english, 2014

26

[IEEE 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI) - Limassol, Cyprus (2014.11.10-2014.11.12)] 2014 IEEE 26th International Conference on Tools with Artificial Intelligence - HP Trend Filtering Using Gaussian Mixture Model Weighted Heuristic

Sayfullina, Luiza, Westerlund, Magnus, Bjork, Kaj-Mikael, Toivonen, Hannu T.

Année:

2014

Langue:

english

Fichier:

PDF, 709 KB

english, 2014

27

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:

Année:

2016

Langue:

english

Fichier:

PDF, 2.89 MB

english, 2016

28

Distributor-managed inventory: a way to manage the Bullwhip Effect

Bjork, Kaj-Mikael, Carlsson, Christer

Journal:

International Journal of Integrated Supply Management

Année:

2006

Langue:

english

Fichier:

PDF, 295 KB

english, 2006

29

Measuring the performance and evaluating the improvements of a fine paper supply chain

Mertens, Alexandra M., Bjork, Kaj Mikael

Journal:

International Journal of Computer Applications in Technology

Année:

2007

Langue:

english

Fichier:

PDF, 538 KB

english, 2007

30

Altering the Information System for a plywood supply chain in order to tame the Bullwhip effect

Bjork, Kaj Mikael, Stahl, Robert, Carlsson, Christer

Journal:

International Journal of Intelligent Systems Technologies and Applications

Année:

2009

Langue:

english

Fichier:

PDF, 976 KB

english, 2009

31

Global optimisation of a portfolio adjustment problem under credibility measures

Lundell, Andreas, Björk, Kaj Mikael

Journal:

International Journal of Operational Research

Année:

2016

Langue:

english

Fichier:

PDF, 273 KB

english, 2016

32

[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

Année:

2016

Langue:

english

Fichier:

PDF, 317 KB

english, 2016

33

[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

Année:

2016

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2016

34

[ACM Press the 10th International Conference - Island of Rhodes, Greece (2017.06.21-2017.06.23)] Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '17 - Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease

Akusok, Anton, Eirola, Emil, Björk, Kaj-Mikael, Miche, Yoan, Johnson, Hans, Lendasse, Amaury

Année:

2017

Langue:

english

Fichier:

PDF, 1.63 MB

english, 2017

35

[ACM Press the 11th PErvasive Technologies Related to Assistive Environments Conference - Corfu, Greece (2018.06.26-2018.06.29)] Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference on - PETRA '18 - A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning

Leal, Leonardo Espinosa, Björk, Kaj-Mikael, Lendasse, Amaury, Akusok, Anton

Année:

2018

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2018

36

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - ELM-SOM: A Continuous Self-Organizing Map for Visualization

Hu, Renjie, Roshdibenam, Venous, Johnson, Hans J., Eirola, Emil, Akusok, Anton, Miche, Yoan, Bjork, Kaj-Mikael, Lendasse, Amaury

Année:

2018

Langue:

english

Fichier:

PDF, 2.01 MB

english, 2018

37

[ACM Press the 12th ACM International Conference - Rhodes, Greece (2019.06.05-2019.06.07)] Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '19 - Spiking networks for improved cognitive abilities of edge computing devices

Akusok, Anton, Björk, Kaj-Mikael, Leal, Leonardo Espinosa, Miche, Yoan, Hu, Renjie, Lendasse, Amaury

Année:

2019

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2019

38

A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua

Xiao, Shaoping, Hu, Renjie, Li, Zhen, Attarian, Siamak, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

Neural Computing and Applications

Année:

2019

Langue:

english

Fichier:

PDF, 2.01 MB

english, 2019

39

ELM-SOM+: A continuous mapping for visualization

Hu, Renjie, Ratner, Karl, Ratner, Edward, Miche, Yoan, Björk, Kaj-Mikael, Lendasse, Amaury

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 3.90 MB

english, 2019