Aalto-yliopiston perustieteiden korkeakoulu. Tietojenkäsittelytieteen laitos

name

• Aalto-yliopiston perustieteiden korkeakoulu. Tietojenkäsittelytieteen laitos

Authored works

Works contributed to

• Advances in analysis and exploration in medical imaging
• Advances in nonnegative matrix decomposition with application to cluster analysis
• Advances in wireless damage detection for structural health monitoring
• Bayesian latent variable models for learning dependencies between multiple data sources
• Bayesian multi-way models for data translation in computational biology
• Computational methods for analysis of dynamic transcriptome and its regulation through chromatin remodeling and intracellular signaling
• Computational modeling and simulation of language and meaning : similarity-based approaches
• Extending SAT solver with parity reasoning
• Foundations and advances in deep learning
• From pixels to semantics :
• Goal driven design method for software product lines
• Learning mental states from biosignals
• Learning methods for variable selection and time series prediction
• Machine learning methods for incomplete data and variable selection
• Online algorithms in resource management and constraint satisfaction
• Probabilistic components of molecular interactions and drug responses
• Probabilistic modelling of multiresolution biological data
• Real-time action recognition for RGB-D and motion capture data
• Results on linear models in cryptography
• Retrieval of gene expression measurements with probabilistic models
• SMT-based verification of timed systems and software
• Studies in lightweight cryptography
• The effects of mobility on mobile input

Works about Aalto-yliopiston perustieteiden korkeakoulu. Tietojenkäsittelytieteen laitos