List of works - Teemu Roos

A fixed-point image denoising algorithm with automatic window selection

scientific article

An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation

scientific article

Analysis of Textual Variation by Latent Tree Structures

scientific article

Bayesian network Fisher kernel for categorical feature spaces

scientific article

Bayesian properties of normalized maximum likelihood and its fast computation

scientific article

Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search

scientific article

Fast nearest neighbor search through sparse random projections and voting

scientific article

Gradient-based training and pruning of radial basis function networks with an application in materials physics

scientific article published on 02 November 2020

Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data.

scientific article

Information capacity of full-body movements

scientific article

Information theoretic methods for bioinformatics

scientific article published on January 2007

Kvasir

scientific article

Kvasir: Scalable Provision of Semantically Relevant Web Content on Big Data Framework

Learning Gaussian graphical models with fractional marginal pseudo-likelihood ⬇️

scholarly article by Janne Leppä-aho et al published April 2017 in International Journal of Approximate Reasoning

Learning locally minimax optimal Bayesian networks

Likelihood-Based Inference of Phylogenetic Networks from Sequence Data by PhyloDAG

scientific article

MDL hierarchical clustering for stemmatology

scientific article

Maximum Parsimony and the Skewness Test: A Simulation Study of the Limits of Applicability

scientific article

Minimum Description Length Principle

scientific article

Minimum description length revisited

scientific article

Model selection by sequentially normalized least squares

article

Nonlinear dimensionality reduction for clustering

scientific article

On Model Selection, Bayesian Networks, and the Fisher Information Integral

article

Oral fairy tale or literary fake? Investigating the origins ofLittle Red Riding Hoodusing phylogenetic network analysis

scholarly article by Jamshid J. Tehrani et al published 23 June 2015 in Digital Scholarship in the Humanities

Probabilistic Methods for Location Estimation in Wireless Networks

scientific article

Quantitative methods for the analysis of medieval calendars

scientific article

Random projection based clustering for population genomics

scientific article

Representing local structure in Bayesian networks by Boolean functions

scholarly article by Yuan Zou et al published August 2017 in Pattern Recognition Letters

Semi-supervised Learning for WLAN Positioning

scientific article

Sparse Logistic Regression with Logical Features

scientific article

Special Issue on the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010)

scholarly article by Teemu Roos et al published December 2012 in International Journal of Approximate Reasoning

Subset Selection in Linear Regression using Sequentially Normalized Least Squares: Asymptotic Theory

scholarly article by Jussi Määttä et al published 6 October 2015 in Scandinavian Journal of Statistics

Thematic Section on Studia Stemmatologica

User-generated free-form gestures for authentication

scientific article

List of works by Teemu Roos

A fixed-point image denoising algorithm with automatic window selection

An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation

Analysis of Textual Variation by Latent Tree Structures

Bayesian network Fisher kernel for categorical feature spaces

Bayesian properties of normalized maximum likelihood and its fast computation

Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search

Fast nearest neighbor search through sparse random projections and voting

Gradient-based training and pruning of radial basis function networks with an application in materials physics

Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data.

Information capacity of full-body movements

Information theoretic methods for bioinformatics

Kvasir

Kvasir: Scalable Provision of Semantically Relevant Web Content on Big Data Framework

Learning Gaussian graphical models with fractional marginal pseudo-likelihood ⬇️

Learning locally minimax optimal Bayesian networks

Likelihood-Based Inference of Phylogenetic Networks from Sequence Data by PhyloDAG

MDL hierarchical clustering for stemmatology

Maximum Parsimony and the Skewness Test: A Simulation Study of the Limits of Applicability

Minimum Description Length Principle

Minimum description length revisited

Model selection by sequentially normalized least squares

Nonlinear dimensionality reduction for clustering

On Model Selection, Bayesian Networks, and the Fisher Information Integral

Oral fairy tale or literary fake? Investigating the origins ofLittle Red Riding Hoodusing phylogenetic network analysis

Probabilistic Methods for Location Estimation in Wireless Networks

Quantitative methods for the analysis of medieval calendars

Random projection based clustering for population genomics

Representing local structure in Bayesian networks by Boolean functions

Semi-supervised Learning for WLAN Positioning

Sparse Logistic Regression with Logical Features

Special Issue on the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010)

Subset Selection in Linear Regression using Sequentially Normalized Least Squares: Asymptotic Theory

Thematic Section on Studia Stemmatologica

User-generated free-form gestures for authentication