Kaj-Mikael Björk

According to our database1, Kaj-Mikael Björk authored at least 49 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Per-sample prediction intervals for extreme learning machines.
Int. J. Machine Learning & Cybernetics, 2019

ELM-SOM+: A continuous mapping for visualization.
Neurocomputing, 2019

Spiking networks for improved cognitive abilities of edge computing devices.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

2018
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

ELM-SOM: A Continuous Self-Organizing Map for Visualization.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Riskrank to Predict Systemic Banking Crises With Common Exposures.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Machine learning in finance - Guest editorial.
Neurocomputing, 2017

Adding reliability to ELM forecasts by confidence intervals.
Neurocomputing, 2017

Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces.
Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016
Manifold learning in local tangent space via extreme learning machine.
Neurocomputing, 2016

Extreme learning machine for missing data using multiple imputations.
Neurocomputing, 2016

Comparison of combining methods using Extreme Learning Machines under small sample scenario.
Neurocomputing, 2016

Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification.
Neurocomputing, 2016

ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines.
Neurocomputing, 2016

A heuristical solution method to separable nonlinear programming problems.
IJMOR, 2016

A new application of machine learning in health care.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Combined nonlinear visualization and classification: ELMVIS++C.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Data Anonymization as a Vector Quantization Problem: Control Over Privacy for Health Data.
Proceedings of the Availability, Reliability, and Security in Information Systems, 2016

2015
An economic production quantity problem with backorders and fuzzy cycle times.
Journal of Intelligent and Fuzzy Systems, 2015

SOM-ELM - Self-Organized Clustering using ELM.
Neurocomputing, 2015

MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model.
Neurocomputing, 2015

Arbitrary Category Classification of Websites Based on Image Content.
IEEE Comp. Int. Mag., 2015

High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications.
IEEE Access, 2015

Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models.
Proceedings of the Advances in Computational Intelligence, 2015

Efficient Skin Segmentation via Neural Networks: HP-ELM and BD-SOM.
Proceedings of the INNS Conference on Big Data 2015, 2015

Towards a Tomographic Index of Systemic Risk Measures.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
A fuzzy milp-model for the optimization of vehicle routing problem.
Journal of Intelligent and Fuzzy Systems, 2014

A Generalized Scalable Software Architecture for Analyzing Temporally Structured Big Data in the Cloud.
Proceedings of the New Perspectives in Information Systems and Technologies, 2014

A New Approach to Economic Production Quantity Problems with Fuzzy Parameters and Inventory Constraint.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

HP Trend Filtering Using Gaussian Mixture Model Weighted Heuristic.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Linear Switching System Identification Applied to Blast Furnace Data.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Identification of Linear Switching System with Unknown Dimensions.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013
An Economic Production Quantity Problem with Fuzzy Backorder and Fuzzy Demand.
Proceedings of the Advances in Information Systems and Technologies [WorldCIST'13, 2013

A Fuzzy Tabu Search Approach to Solve a Vehicle Routing Problem.
Proceedings of the Advances in Computational Intelligence, 2013

2012
The Fuzzy Economic Order Quantity Problem with a Finite Production Rate and Backorders.
Applied Comp. Int. Soft Computing, 2012

A Multi-item Fuzzy Economic Production Quantity Problem with Limited Storage Space.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2009
Altering the Information System for a plywood supply chain in order to tame the Bullwhip effect.
IJISTA, 2009

An analytical solution to a fuzzy economic order quantity problem.
Int. J. Approx. Reasoning, 2009

An Optimization Model for Tactical Planning of Wood Procurement.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

2008
Global solution of optimization problems with signomial parts.
Discrete Optimization, 2008

Obtaining Minimum Variability OWA Operators under a Fuzzy Level of Orness.
Proceedings of the ICINCO 2008, 2008

Global Optimization of Water Distribution Systems.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

The Economic Production Quantity Problem with a Finite Production Rate and Fuzzy Cycle Time.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

2007
Measuring the performance and evaluating the improvements of a fine paper supply chain.
IJCAT, 2007

2005
The Outcome of Flexible Lead Times on the Distributors.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Empowering configurable QoS management in real-time systems.
Proceedings of the 4th International Conference on Aspect-Oriented Software Development, 2005

2003
Some convexifications in global optimization of problems containing signomial terms.
Computers & Chemical Engineering, 2003

Optimization of Large-scale Heat Exchanger Network Synthesis Problems.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003


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