Coefficient of determination in nonlinear signal processing

Pattern Recognition Theory in Nonlinear Signal Processing

Journal of Mathematical Imaging and Vision

Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations

Signal Processing - Special issue: Genomic signal processing

Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design

Signal Processing - Special issue: Genomic signal processing

Mappings between probabilistic boolean networks

Signal Processing - Special issue: Genomic signal processing

On Learning Gene Regulatory Networks Under the Boolean Network Model

Machine Learning

External Control in Markovian Genetic Regulatory Networks

Machine Learning

Parallel computation for coefficients of determination in the context of multivariate gene-expression analysis

Biocomputing

Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks

Signal Processing

On the use of MDL principle in gene expression prediction

EURASIP Journal on Applied Signal Processing

Analysis of gene coexpression by B-spline based CoD estimation

EURASIP Journal on Bioinformatics and Systems Biology

Inferring time-varying network topologies from gene expression data

EURASIP Journal on Bioinformatics and Systems Biology

Gene prediction using multinomial probit regression with Bayesian gene selection

EURASIP Journal on Applied Signal Processing

Reduction mappings between probabilistic Boolean networks

EURASIP Journal on Applied Signal Processing

Genomic signal processing: the salient issues

EURASIP Journal on Applied Signal Processing

Conditioning-Based Modeling of Contextual Genomic Regulation

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Mining, modeling, and evaluation of subnetworks from large biomolecular networks and its comparison study

IEEE Transactions on Information Technology in Biomedicine

Scalable approach for effective control of gene regulatory networks

Artificial Intelligence in Medicine

Generating probabilistic Boolean networks from a prescribed stationary distribution

Information Sciences: an International Journal

Automated large-scale control of gene regulatory networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Selection policy-induced reduction mappings for Boolean networks

IEEE Transactions on Signal Processing

SFFS-MR: a floating search strategy for GRNs inference

PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics

Exact performance of CoD estimators in discrete prediction

EURASIP Journal on Advances in Signal Processing - Special issue on genomic signal processing

A control model for markovian genetic regulatory networks

Transactions on Computational Systems Biology V

Application of logic synthesis to the understanding and cure of genetic diseases

Proceedings of the 49th Annual Design Automation Conference

A comparative analysis of Spearman's rho and Kendall's tau in normal and contaminated normal models

Signal Processing

Signal propagation in Bayesian networks and its relationship with intrinsically multivariate predictive variables

Information Sciences: an International Journal

Finding optimal control policy in probabilistic Boolean Networks with hard constraints by using integer programming and dynamic programming

International Journal of Data Mining and Bioinformatics

Growing Seed Genes from Time Series Data and Thresholded Boolean Networks with Perturbation

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Exploring high-order functional interactions via structurally-weighted LASSO models

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging

Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data

International Journal of Data Mining and Bioinformatics

A pattern-oriented specification of gene network inference processes

Computers in Biology and Medicine