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  1. Automatic method for identification of cycles in Covid-19 time-series data

    Article • Data Science and Management, February 2025, Elsevier

    Dr Ciprian Doru Giurcaneanu

  2. Several Approaches for the Prediction of the Operating Modes of a Wind Turbine

    Article • Electronics, April 2024, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  3. On the Application of the Stability Methods to Time Series Data

    Article • Electronics, July 2023, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  4. On the selection of predictors by using greedy algorithms and information theoretic criteria

    Article • Australian & New Zealand Journal of Statistics, June 2023, Wiley

    Dr Ciprian Doru Giurcaneanu

  5. Multivariate Time Series Imputation: An Approach Based on Dictionary Learning

    Article • Entropy, July 2022, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  6. Dictionary learning for signals in additive noise with generalized Gaussian distribution

    Article • Signal Processing, June 2022, Elsevier

    Dr Ciprian Doru Giurcaneanu

  7. On the Use of Dictionary Learning in Time Series Imputation

    Article • January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  8. Identification of Vector Autoregressive Models with Granger and Stability Constraints

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  9. Adaptive-Size Dictionary Learning Using Information Theoretic Criteria

    Article • Algorithms, August 2019, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  10. The matching pursuit algorithm revisited: A variant for big data and new stopping rules

    Article • Signal Processing, February 2019, Elsevier

    Dr Ciprian Doru Giurcaneanu

  11. 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

    Article • Environmental Modelling & Software, March 2018, Elsevier

    Dr Ciprian Doru Giurcaneanu

  12. Maximum Entropy Expectation-Maximization Algorithm for Fitting Latent-Variable Graphical Models to Multivariate Time Series

    Article • Entropy, January 2018, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  13. On the number of iterations for the matching pursuit algorithm

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  14. Conditional independence graphs for multivariate autoregressive models by convex optimization: Efficient algorithms

    Article • Signal Processing, April 2017, Elsevier

    Dr Ciprian Doru Giurcaneanu

  15. Renormalized maximum likelihood for multivariate autoregressive models

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  16. Performance analysis for a chaos-based code-division multiple access system in wide-band channel

    Article • The Journal of Engineering, August 2015, the Institution of Engineering and Technology (the IET)

    Dr Ciprian Doru Giurcaneanu

  17. New insights on AR order selection with information theoretic criteria based on localized estimators

    Article • Digital Signal Processing, September 2014, Elsevier

    Dr Ciprian Doru Giurcaneanu

  18. Application of optimally distinguishable distributions to the detection of subspace signals in Gaussian noise of unknown level

    Article • Digital Signal Processing, July 2013, Elsevier

    Dr Ciprian Doru Giurcaneanu

  19. Analysis of an information theoretic criterion for cepstral nulling

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  20. On the Use of Stochastic Complexity in Spectral Analysis of Radial Velocity Data

    Article • January 2013, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  21. On the performance of histogram-based entropy estimators

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  22. Construction of irregular histograms by penalized maximum likelihood: A comparative study

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  23. Variable selection in linear regression: Several approaches based on normalized maximum likelihood

    Article • Signal Processing, August 2011, Elsevier

    Dr Ciprian Doru Giurcaneanu

  24. A Novel Method for Improving Fairness over Multiaccess Channels

    Article • EURASIP Journal on Wireless Communications and Networking, December 2010, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  25. On the use of Kolmogorov structure function for periodogram smoothing

    Article • March 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  26. AR order selection in the case when the model parameters are estimated by forgetting factor least-squares algorithms

    Article • Signal Processing, February 2010, Elsevier

    Dr Ciprian Doru Giurcaneanu

  27. A decision support framework for the discrimination of children with controlled epilepsy based on EEG analysis

    Article • Journal of NeuroEngineering and Rehabilitation, January 2010, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu, Professor Kenneth P. Camilleri

  28. Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm

    Article • IEEE Transactions on Information Technology in Biomedicine, July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  29. Optimally Distinguishable Distributions: a New Approach to Composite Hypothesis Testing With Applications to the Classical Linear Model

    Article • IEEE Transactions on Signal Processing, July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  30. Composite hypothesis testing by optimally distinguishable distributions

    Article • March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  31. Stochastic Complexity for the Detection of Periodically Expressed Genes

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  32. Stochastic Complexity for the Estimation of Sine-Waves in Colored Noise

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  33. An Application of the Piecewise Autoregressive Model in Lossless Audio Coding

    Article • June 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  34. Estimation of AR and ARMA models by stochastic complexity

    Article • January 2006, Institute of Mathematical Statistics

    Dr Ciprian Doru Giurcaneanu

  35. Clustering Time Series Gene Expression Data Based on Sum-of-Exponentials Fitting

    Article • EURASIP Journal on Advances in Signal Processing, January 2005, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  36. Efficient algorithms for discrete universal denoising for channels with memory

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  37. Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster Structure

    Article • Journal of Computational Biology, August 2004, Mary Ann Liebert Inc

    Dr Ciprian Doru Giurcaneanu

  38. Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster Structure

    Article • Journal of Computational Biology, July 2004, Mary Ann Liebert Inc

    Dr Ciprian Doru Giurcaneanu

  39. On some properties of the NML estimator for Bernoulli strings

    Article • Information Processing Letters, February 2004, Elsevier

    Dr Ciprian Doru Giurcaneanu

  40. Cluster Structure Inference Based on Clustering Stability with Applications to Microarray Data Analysis

    Article • EURASIP Journal on Advances in Signal Processing, January 2004, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  41. Context-based lossless image compression with optimal codes for discretized Laplacian distributions

    Article • May 2003, SPIE

    Dr Ciprian Doru Giurcaneanu

  42. Stability-based cluster analysis applied to microarray data

    Article • January 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  43. Using contexts and R–R interval estimation in lossless ECG compression

    Article • Computer Methods and Programs in Biomedicine, March 2002, Elsevier

    Dr Ciprian Doru Giurcaneanu

  44. Article • Journal of Mathematical Imaging and Vision, January 2002, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  45. Adaptive context-based sequential prediction for lossless audio compression

    Article • Signal Processing, November 2000, Elsevier

    Dr Ciprian Doru Giurcaneanu

  46. Finding Functional Structures in Ggioma Gene-Expressions Using Gene Shaving Clustering and MDL Principle

    Article • Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  47. Genetic networks inferred from time series of gene expression data

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

  48. Low-complexity transform coding with integer-to-integer transforms

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu