Olli Yli-Harja

Orcid: 0000-0001-8581-4414

According to our database1, Olli Yli-Harja authored at least 87 papers between 1991 and 2022.

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

Timeline

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Bibliography

2022
Identification of feasible pathway information for c-di-GMP binding proteins in cellulose production.
CoRR, 2022

2020
Explainable artificial intelligence and machine learning: A reality rooted perspective.
WIREs Data Mining Knowl. Discov., 2020

Artificial Intelligence: A Clarification of Misconceptions, Myths and Desired Status.
Frontiers Artif. Intell., 2020

A clarification of misconceptions, myths and desired status of artificial intelligence.
CoRR, 2020

2019
Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods.
Mach. Learn. Knowl. Extr., 2019

2018
Data Analytics Applications for Streaming Data From Social Media: What to Predict?
Frontiers Big Data, 2018

Understanding the World Economy in Terms of Networks: A Survey of Data-Based Network Science Approaches on Economic Networks.
Frontiers Appl. Math. Stat., 2018

2017
sgnesR: An R package for simulating gene expression data from an underlying real gene network structure considering delay parameters.
BMC Bioinform., 2017

A review of connectivity map and computational approaches in pharmacogenomics.
Briefings Bioinform., 2017

2016
Real-time observation of bacterial gene expression noise.
Nano Commun. Networks, 2016

Mathematical Modeling in Systems Biology.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

2015
Mapping dynamical states to structural classes for Boolean networks using a classification algorithm.
Proceedings of the 23rd European Signal Processing Conference, 2015

2013
A novel method for splitting clumps of convex objects incorporating image intensity and using rectangular window-based concavity point-pair search.
Pattern Recognit., 2013

Characterization of aberrant pathways across human cancers.
BMC Syst. Biol., 2013

Effects of multimerization on the temporal variability of protein complex abundance.
BMC Syst. Biol., 2013

Multi-scale Gaussian representation and outline-learning based cell image segmentation.
BMC Bioinform., 2013

Cell segmentation by multi-resolution analysis and maximum likelihood estimation (MAMLE).
BMC Bioinform., 2013

ZebIAT, an image analysis tool for registering zebrafish embryos and quantifying cancer metastasis.
BMC Bioinform., 2013

Modeling bioprocess scale-up utilizing regularized linear and logistic regression.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Graph cut and image intensity-based splitting improves nuclei segmentation in high-content screening.
Proceedings of the Image Processing: Algorithms and Systems XI, 2013

2012
Effects of Mg<sup>2+</sup> on in vivo transcriptional dynamics of the lar promoter.
Biosyst., 2012

Sequence Dependent Properties of the Expression Dynamics of Genes and Gene Networks.
Proceedings of the Computational Methods in Systems Biology, 2012

2011
Evolutionary Dynamics of a Population of Cells with a Toxin Suppressor Gene.
Trans. Comp. Sys. Biology, 2011

Information Diversity in Structure and Dynamics of Simulated Neuronal Networks.
Frontiers Comput. Neurosci., 2011

Inference of Kinetic Parameters of Delayed Stochastic Models of Gene Expression Using a Markov Chain Approximation.
EURASIP J. Bioinform. Syst. Biol., 2011

In vivo kinetics of transcription initiation of the lar promoter in Escherichia coli. Evidence for a sequential mechanism with two rate-limiting steps.
BMC Syst. Biol., 2011

Stochastic sequence-level model of coupled transcription and translation in prokaryotes.
BMC Bioinform., 2011

A Beta-Mixture Model for Dimensionality Reduction, Sample Classification and Analysis.
BMC Bioinform., 2011

Diversity of temporal correlations between genes in models of noisy and noiseless gene networks.
Biosyst., 2011

Automatic detection of changes in the dynamics of delayed stochastic gene networks and <i>in vivo</i> production of RNA molecules in <i>Escherichia coli</i>.
Bioinform., 2011

2010
Effects of Transcriptional Pausing on Gene Expression Dynamics.
PLoS Comput. Biol., 2010

Novel Data Fusion Method and Exploration of Multiple Information Sources for Transcription Factor Target Gene Prediction.
EURASIP J. Adv. Signal Process., 2010

Dynamical effects of transcriptional pause-prone sites.
Comput. Biol. Chem., 2010

Information propagation within the Genetic Network of Saccharomyces cerevisiae.
BMC Syst. Biol., 2010

Evaluation of methods for detection of fluorescence labeled subcellular objects in microscope images.
BMC Bioinform., 2010

Identity verification based on vessel matching from fundus images.
Proceedings of the International Conference on Image Processing, 2010

2009
Delayed Stochastic Model of Transcription at the Single Nucleotide Level.
J. Comput. Biol., 2009

A joint finite mixture model for clustering genes from independent Gaussian and beta distributed data.
BMC Bioinform., 2009

Determining noisy attractors of delayed stochastic gene regulatory networks from multiple data sources.
Bioinform., 2009

2008
Towards the experimental evaluation of novel supervised fuzzy adaptive resonance theory for pattern classification.
Pattern Recognit. Lett., 2008

Stochastic Differential Equation Model for Cerebellar Granule Cell Excitability.
PLoS Comput. Biol., 2008

Synthetic Images of High-Throughput Microscopy for Validation of Image Analysis Methods.
Proc. IEEE, 2008

Efficient automated method for image-based classification of microbial cells.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Benchmark set of synthetic images for validating cell image analysis algorithms.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

sBGMM: A Stratified Beta-Gaussian Mixture Model for Clustering Genes with Multiple Data Sources.
Proceedings of the International Conference on Biocomputation, 2008

2007
Computational Framework for Simulating Fluorescence Microscope Images With Cell Populations.
IEEE Trans. Medical Imaging, 2007

Computational Methods for Estimation of Cell Cycle Phase Distributions of Yeast Cells.
EURASIP J. Bioinform. Syst. Biol., 2007

RMBNToolbox: random models for biochemical networks.
BMC Syst. Biol., 2007

Robust regression for periodicity detection in non-uniformly sampled time-course gene expression data.
BMC Bioinform., 2007

2006
Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks.
Signal Process., 2006

Modeling single neuron behavior using stochastic differential equations.
Neurocomputing, 2006

Comparison of automated parameter estimation methods for neuronal signaling networks.
Neurocomputing, 2006

Simulation of microarray data with realistic characteristics.
BMC Bioinform., 2006

Evaluating the performance of microarray segmentation algorithms.
Bioinform., 2006

Learning-based method for spot addressing in microarray images.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Three-Dimensional Digital Image Analysis of Immunostained Neurons in Thick Tissue Sections.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Extraction of the Number of Peroxisomes in Yeast Cells by Automated Image Analysis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Robust quantification of in vitro angiogenesis through image analysis.
IEEE Trans. Medical Imaging, 2005

<i>In silico </i>microdissection of microarray data from heterogeneous cell populations.
BMC Bioinform., 2005

Robust detection of periodic time series measured from biological systems.
BMC Bioinform., 2005

Simulation tools for biochemical networks: evaluation of performance and usability.
Bioinform., 2005

Exploring subjective image quality through isopreference curves.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
A strategy for identifying putative causes of gene expression variation in human cancers.
J. Frankl. Inst., 2004

Correction of Misclassifications Using a Proximity-Based Estimation Method.
EURASIP J. Adv. Signal Process., 2004

2003
Estimation and inversion of the effects of cell population asynchrony in gene expression time-series.
Signal Process., 2003

On Learning Gene Regulatory Networks Under the Boolean Network Model.
Mach. Learn., 2003

Analysis and Visualization of Gene Expression Microarray Data in Human Cancer Using Self-Organizing Maps.
Mach. Learn., 2003

A novel strategy for microarray quality control using Bayesian networks.
Bioinform., 2003

CGH-Plotter: MATLAB toolbox for CGH-data analysis.
Bioinform., 2003

Detecting Periodicity in Nonideal Datasets.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Identifying underlying factors in breast cancer using independent component analysis.
Proceedings of the NNSP 2003, 2003

Estimation of population effects in synchronized budding yeast experiments.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

Estimation of the distribution type and parameters based on multimodal histograms.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

Statistical characterization of detail preservation.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

2002
On the robustness of the class of stack filters.
IEEE Trans. Signal Process., 2002

Calibration-free methods in segmentation of cDNA microarray images.
Proceedings of the Image Processing: Algorithms and Systems, 2002

Local entropy estimation in particle velocity images using histogram deconvolution.
Proceedings of the Image Processing: Algorithms and Systems, 2002

2001
Simplified implementation of the recursive median sieve.
Signal Process., 2001

Breakdown probabilities of recursive stack filters.
Signal Process., 2001

Perceptual Issues in Music Pattern Recognition: Complexity of Rhythm and Key Finding.
Comput. Humanit., 2001

2000
Reduction factors in finite automata with application to nonlinear filters.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Output distributions of recursive stack filters.
IEEE Signal Process. Lett., 1999

Graph-based smoothing of class data with applications in musical key finding.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Correlation properties of cascaded recursive median filters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

State reduction of recursive median filters.
Proceedings of the Nonlinear Image Processing X, 1999

1994
Formula for the joint distribution of stack filters.
IEEE Signal Process. Lett., 1994

1991
Analysis of the properties of median and weighted median filters using threshold logic and stack filter representation.
IEEE Trans. Signal Process., 1991


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