All Stories

  1. On the Application of the Stability Methods to Time Series Data
  2. On the selection of predictors by using greedy algorithms and information theoretic criteria
  3. Multivariate Time Series Imputation: An Approach Based on Dictionary Learning
  4. Dictionary learning for signals in additive noise with generalized Gaussian distribution
  5. On the Use of Dictionary Learning in Time Series Imputation
  6. Identification of Vector Autoregressive Models with Granger and Stability Constraints
  7. Adaptive-Size Dictionary Learning Using Information Theoretic Criteria
  8. The matching pursuit algorithm revisited: A variant for big data and new stopping rules
  9. Automated data scanning for dense networks of low-cost air quality instruments: Detection and differentiation of instrumental error and local to regional scale environmental abnormalities
  10. Maximum Entropy Expectation-Maximization Algorithm for Fitting Latent-Variable Graphical Models to Multivariate Time Series
  11. On the number of iterations for the matching pursuit algorithm
  12. Conditional independence graphs for multivariate autoregressive models by convex optimization: Efficient algorithms
  13. Renormalized maximum likelihood for multivariate autoregressive models
  14. Performance analysis for a chaos-based code-division multiple access system in wide-band channel
  15. New insights on AR order selection with information theoretic criteria based on localized estimators
  16. Application of optimally distinguishable distributions to the detection of subspace signals in Gaussian noise of unknown level
  17. Analysis of an information theoretic criterion for cepstral nulling
  18. On the Use of Stochastic Complexity in Spectral Analysis of Radial Velocity Data
  19. On the performance of histogram-based entropy estimators
  20. Construction of irregular histograms by penalized maximum likelihood: A comparative study
  21. Variable selection in linear regression: Several approaches based on normalized maximum likelihood
  22. A Novel Method for Improving Fairness over Multiaccess Channels
  23. On the use of Kolmogorov structure function for periodogram smoothing
  24. AR order selection in the case when the model parameters are estimated by forgetting factor least-squares algorithms
  25. A decision support framework for the discrimination of children with controlled epilepsy based on EEG analysis
  26. Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm
  27. Optimally Distinguishable Distributions: a New Approach to Composite Hypothesis Testing With Applications to the Classical Linear Model
  28. Composite hypothesis testing by optimally distinguishable distributions
  29. Stochastic Complexity for the Detection of Periodically Expressed Genes
  30. Stochastic Complexity for the Estimation of Sine-Waves in Colored Noise
  31. An Application of the Piecewise Autoregressive Model in Lossless Audio Coding
  32. Estimation of AR and ARMA models by stochastic complexity
  33. Clustering Time Series Gene Expression Data Based on Sum-of-Exponentials Fitting
  34. Efficient algorithms for discrete universal denoising for channels with memory
  35. Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster Structure
  36. Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster Structure
  37. On some properties of the NML estimator for Bernoulli strings
  38. Cluster Structure Inference Based on Clustering Stability with Applications to Microarray Data Analysis
  39. Context-based lossless image compression with optimal codes for discretized Laplacian distributions
  40. Stability-based cluster analysis applied to microarray data
  41. Using contexts and R–R interval estimation in lossless ECG compression
  42. Adaptive context-based sequential prediction for lossless audio compression
  43. Finding Functional Structures in Ggioma Gene-Expressions Using Gene Shaving Clustering and MDL Principle
  44. Genetic networks inferred from time series of gene expression data
  45. Low-complexity transform coding with integer-to-integer transforms