Kaski, Samuel

name

• Kaski, Samuel

Authored works

• Computationally efficient approximation of a probabilistic model for document representation in the WEBSOM full-text analysis method
• Convergence of a stochastic semisupervised clustering algorithm
• Data exploration using self-organizing maps
• Metrics induced by maximizing mutual information
• Regularized discriminative clustering
• Structures of welfare and poverty in the world discovered by the self-organizing map

Works contributed to

• 3043 works that have been based on the Self-Organizing Map (SOM) method developed by Kohonen
• Automatic coloring of data according to its cluster structure
• Bayesian solutions to the label switching problem
• Expectation maximization algorithms for conditional likelihoods
• Finite sequential information bottleneck (fsIB)
• Generative modeling for maximizing precision and recall in information visualization
• Graph visualization with latent variable models
• Neljännesvuosisata Hatutusta : hahmontunnistustutkimus Suomessa 1977-2002
• On two-way grouping by one-way topic models
• Probabilistic modeling and machine learning in structural and systems biology : workshop proceedings, Tuusula, Finland June 17-18, 2006
• Relevance feedback from eye movements for proactive information retrieval
• Semisupervised clustering based on conditional distributions in an auxiliary space
• STeP 2002 - intelligence, the art of natural and artificial : the 10th Finnish Artificial Intelligence Conference, VTT Electronics, Linnanmaa, Oulu 15-17 Dec. 2002
• Using dependencies to pair samples for multi-view learning

Works about Kaski, Samuel