Kaj-Mikael Björk

64 papers B 4C 3Journal 32Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Private linear equation solving: An application to federated learning and extreme learning machines. J. Comput. Sci. Daniel Heinlein, Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa-Leal
2024	—	`conf`	Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk
2023	—	`conf`	Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines. IWANN (1) Tamirat Atsemegiorgis, Leonardo Espinosa Leal, Amaury Lendasse, Stefan Mattbäck, Kaj-Mikael Björk, Anton Akusok
2023	—	`conf`	Native interaction experience for computational maps with mobile devices. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Renjie Hu
2021	—	`conf`	Handwriting features based detection of fake signatures. PETRA Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Renjie Hu
2020	J	`jnl`	A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua. Neural Comput. Appl. Shaoping Xiao, Renjie Hu, Zhen Li, Siamak Attarian, Kaj-Mikael Björk, Amaury Lendasse
2020	J	`jnl`	A modified Lanczos Algorithm for fast regularization of extreme learning machines. Neurocomputing Renjie Hu, Edward R. Ratner, David E. Stewart, Kaj-Mikael Björk, Amaury Lendasse
2020	J	`jnl`	Using machine learning to identify top predictors for nurses' willingness to report medication errors. Array Renjie Hu, Amany Farag, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. CoRR Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok
2019	J	`jnl`	ELM-SOM+: A continuous mapping for visualization. Neurocomputing Renjie Hu, Karl Ratner, Edward R. Ratner, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Extreme Learning Tree. CoRR Anton Akusok, Emil Eirola, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Incremental ELMVIS for unsupervised learning. CoRR Anton Akusok, Emil Eirola, Yoan Miche, Ian Oliver, Kaj-Mikael Björk, Andrey Gritsenko, Stephen Baek, Amaury Lendasse
2019	J	`jnl`	Mislabel Detection of Finnish Publication Ranks. CoRR Anton Akusok, Mirka Saarela, Tommi Kärkkäinen, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Per-sample Prediction Intervals for Extreme Learning Machines. CoRR Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Per-sample prediction intervals for extreme learning machines. Int. J. Mach. Learn. Cybern. Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2019	J	`jnl`	Spiking Networks for Improved Cognitive Abilities of Edge Computing Devices. CoRR Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse
2019	—	`conf`	Spiking networks for improved cognitive abilities of edge computing devices. PETRA Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse
2018	—	`conf`	A Novel ELM Ensemble for Time Series Prediction. ELM Zhen Li, Karl Ratner, Edward R. Ratner, Kallin Khan, Kaj-Mikael Björk, Amaury Lendasse
2018	—	`conf`	A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. PETRA Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok
2018	B	`conf`	ELM-SOM: A Continuous Self-Organizing Map for Visualization. IJCNN Renjie Hu, Venous Roshdibenam, Hans J. Johnson, Emil Eirola, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2018	—	`conf`	Riskrank to Predict Systemic Banking Crises With Common Exposures. HICSS Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk
2017	J	`jnl`	Adding reliability to ELM forecasts by confidence intervals. Neurocomputing Anton Akusok, Andrey Gritsenko, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
2017	—	`conf`	Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease. PETRA Anton Akusok, Emil Eirola, Kaj-Mikael Björk, Yoan Miché, Hans J. Johnson, Amaury Lendasse
2017	J	`jnl`	Machine learning in finance - Guest editorial. Neurocomputing Peter Sarlin, Kaj-Mikael Björk
2017	C	`conf`	On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces. CD-MAKE Wei Ren, Yoan Miche, Ian Oliver, Silke Holtmanns, Kaj-Mikael Björk, Amaury Lendasse
2016	J	`jnl`	A heuristical solution method to separable nonlinear programming problems. Int. J. Math. Oper. Res. Kaj-Mikael Björk, József Mezei
2016	—	`conf`	A new application of machine learning in health care. PETRA Kaj-Mikael Björk, Emil Eirola, Yoan Miché, Amaury Lendasse
2016	J	`jnl`	Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification. Neurocomputing Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2016	B	`conf`	Combined nonlinear visualization and classification: ELMVIS++C. IJCNN Andrey Gritsenko, Anton Akusok, Yoan Miché, Kaj-Mikael Björk, Stephen Baek, Amaury Lendasse
2016	J	`jnl`	Comparison of combining methods using Extreme Learning Machines under small sample scenario. Neurocomputing Dusan Sovilj, Kaj-Mikael Björk, Amaury Lendasse
2016	—	`conf`	Data Anonymization as a Vector Quantization Problem: Control Over Privacy for Health Data. CD-ARES Yoan Miché, Ian Oliver, Silke Holtmanns, Aapo Kalliola, Anton Akusok, Amaury Lendasse, Kaj-Mikael Björk
2016	J	`jnl`	ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines. Neurocomputing Anton Akusok, Stephen Baek, Yoan Miché, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
2016	J	`jnl`	Extreme learning machine for missing data using multiple imputations. Neurocomputing Dusan Sovilj, Emil Eirola, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Anton Akusok, Amaury Lendasse
2016	J	`jnl`	Manifold learning in local tangent space via extreme learning machine. Neurocomputing Qian Wang, Weiguo Wang, Rui Nian, Bo He, Yue Shen, Kaj-Mikael Björk, Amaury Lendasse
2015	J	`jnl`	An economic production quantity problem with backorders and fuzzy cycle times. J. Intell. Fuzzy Syst. József Mezei, Kaj-Mikael Björk
2015	J	`jnl`	Arbitrary Category Classification of Websites Based on Image Content. IEEE Comput. Intell. Mag. Anton Akusok, Yoan Miche, Juha Karhunen, Kaj-Mikael Björk, Rui Nian, Amaury Lendasse
2015	—	`conf`	Efficient Skin Segmentation via Neural Networks: HP-ELM and BD-SOM. INNS Conference on Big Data C. Swaney, Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse
2015	—	`conf`	Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models. IWANN (2) Emil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dusan Sovilj, Rui Nian, Bo He, Amaury Lendasse
2015	J	`jnl`	High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications. IEEE Access Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse
2015	J	`jnl`	MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model. Neurocomputing Anton Akusok, David Veganzones, Yoan Miché, Kaj-Mikael Björk, Philippe du Jardin, Eric Séverin, Amaury Lendasse
2015	J	`jnl`	SOM-ELM - Self-Organized Clustering using ELM. Neurocomputing Yoan Miché, Anton Akusok, David Veganzones, Kaj-Mikael Björk, Eric Séverin, Philippe du Jardin, Maite Termenon, Amaury Lendasse
2015	B	`conf`	Towards a Tomographic Index of Systemic Risk Measures. ESANN Kaj-Mikael Björk, Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Bertrand Maillet
2014	—	`conf`	A Generalized Scalable Software Architecture for Analyzing Temporally Structured Big Data in the Cloud. WorldCIST (1) Magnus Westerlund, Ulf Hedlund, Göran Pulkkis, Kaj-Mikael Björk
2014	—	`conf`	A New Approach to Economic Production Quantity Problems with Fuzzy Parameters and Inventory Constraint. IPMU (1) József Mezei, Kaj-Mikael Björk
2014	J	`jnl`	A fuzzy milp-model for the optimization of vehicle routing problem. J. Intell. Fuzzy Syst. Kaj-Mikael Björk, József Mezei
2014	B	`conf`	HP Trend Filtering Using Gaussian Mixture Model Weighted Heuristic. ICTAI Luiza Sayfullina, Magnus Westerlund, Kaj-Mikael Björk, Hannu T. Toivonen
2014	—	`conf`	Identification of Linear Switching System with Unknown Dimensions. HICSS Amir H. Shirdel, Kaj-Mikael Björk, Hannu T. Toivonen
2014	—	`conf`	Linear Switching System Identification Applied to Blast Furnace Data. ICINCO (1) Amir H. Shirdel, Kaj-Mikael Björk, Markus Holopainen, Christer Carlsson, Hannu T. Toivonen
2013	—	`conf`	A Fuzzy Tabu Search Approach to Solve a Vehicle Routing Problem. IWANN (1) Kaj-Mikael Björk, József Mezei
2013	C	`conf`	An Economic Production Quantity Problem with Fuzzy Backorder and Fuzzy Demand. WorldCIST József Mezei, Kaj-Mikael Björk
2012	—	`conf`	A Multi-item Fuzzy Economic Production Quantity Problem with Limited Storage Space. HICSS Kaj-Mikael Björk, József Mezei, Henrik J. Nyman
2012	J	`jnl`	The Fuzzy Economic Order Quantity Problem with a Finite Production Rate and Backorders. Appl. Comput. Intell. Soft Comput. Kaj-Mikael Björk
2009	J	`jnl`	Altering the Information System for a plywood supply chain in order to tame the Bullwhip effect. Int. J. Intell. Syst. Technol. Appl. Kaj-Mikael Björk, Robert Stahl, Christer Carlsson
2009	—	`conf`	An Optimization Model for Tactical Planning of Wood Procurement. HICSS Anders Skjäl, Kaj-Mikael Björk, Jenny Östman, Christer Carlsson
2009	J	`jnl`	An analytical solution to a fuzzy economic order quantity problem. Int. J. Approx. Reason. Kaj-Mikael Björk
2008	—	`conf`	Global Optimization of Water Distribution Systems. HICSS Kaj-Mikael Björk, Lazaros G. Papageorgiou
2008	J	`jnl`	Global solution of optimization problems with signomial parts. Discret. Optim. Ray Pörn, Kaj-Mikael Björk, Tapio Westerlund
2008	—	`conf`	Obtaining Minimum Variability OWA Operators under a Fuzzy Level of Orness. ICINCO-ICSO Kaj-Mikael Björk
2008	—	`conf`	The Economic Production Quantity Problem with a Finite Production Rate and Fuzzy Cycle Time. HICSS Kaj-Mikael Björk
2007	J	`jnl`	Measuring the performance and evaluating the improvements of a fine paper supply chain. Int. J. Comput. Appl. Technol. Alexandra M. Mertens, Kaj-Mikael Björk
2005	—	`conf`	Empowering configurable QoS management in real-time systems. AOSD Aleksandra Tesanovic, Mehdi Amirijoo, Kaj-Mikael Björk, Jörgen Hansson
2005	—	`conf`	The Outcome of Flexible Lead Times on the Distributors. HICSS Kaj-Mikael Björk, Christer Carlsson
2003	C	`conf`	Optimization of Large-scale Heat Exchanger Network Synthesis Problems. Modelling and Simulation Kaj-Mikael Björk, Frank Pettersson
2003	J	`jnl`	Some convexifications in global optimization of problems containing signomial terms. Comput. Chem. Eng. Kaj-Mikael Björk, Per Olov Lindberg, Tapio Westerlund