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  1. Geographically adaptable cross domain wind and solar power forecasting using invariant feature evolution network

    Article • Electric Power Systems Research, November 2026, Elsevier

    Dr Ciprian Doru Giurcaneanu

  2. A graph neural network-based framework for hierarchical time series forecasting in retail

    Article • Knowledge-Based Systems, September 2026, Elsevier

    Dr Ciprian Doru Giurcaneanu

  3. Multi-Agent SEA: Step-wise Evidence Acquisition for Multimodal Financial Reasoning

    Article • Information Fusion, June 2026, Elsevier

    Dr Ciprian Doru Giurcaneanu

  4. Graph Retention Networks for Dynamic Graphs

    Article • April 2026, ACM (Association for Computing Machinery)

    Dr Ciprian Doru Giurcaneanu

  5. CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, March 2026, Association for the Advancement of Artificial Intelligence (AAAI)

    Dr Ciprian Doru Giurcaneanu

  6. Fractional Zak transform: Theory and applications

    Article • Signal Processing, February 2026, Elsevier

    Dr Ciprian Doru Giurcaneanu

  7. FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning

    Article • November 2025, ACM (Association for Computing Machinery)

    Dr Ciprian Doru Giurcaneanu

  8. Methodologies Incorporating Cepstral Nulling for Time Series Cepstral Dissimilarity Evaluation

    Article • Circuits Systems and Signal Processing, October 2025, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  9. Novel indicators for monitoring bearing condition using frequency-domain dictionary learning

    Article • The International Journal of Advanced Manufacturing Technology, September 2025, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

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

    Article • Data Science and Management, February 2025, Elsevier

    Dr Ciprian Doru Giurcaneanu

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

    Article • Electronics, April 2024, MDPI AG

    Dr Ciprian Doru Giurcaneanu

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

    Article • Electronics, July 2023, MDPI AG

    Dr Ciprian Doru Giurcaneanu

  13. 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

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

    Article • Entropy, July 2022, MDPI AG

    Dr Ciprian Doru Giurcaneanu

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

    Article • Signal Processing, June 2022, Elsevier

    Dr Ciprian Doru Giurcaneanu

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

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

    Dr Ciprian Doru Giurcaneanu

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

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

    Dr Ciprian Doru Giurcaneanu

  18. Adaptive-Size Dictionary Learning Using Information Theoretic Criteria

    Article • Algorithms, August 2019, MDPI AG

    Dr Ciprian Doru Giurcaneanu

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

    Article • Signal Processing, February 2019, Elsevier

    Dr Ciprian Doru Giurcaneanu

  20. 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

  21. 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

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

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

    Dr Ciprian Doru Giurcaneanu

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

    Article • Signal Processing, April 2017, Elsevier

    Dr Ciprian Doru Giurcaneanu

  24. Renormalized maximum likelihood for multivariate autoregressive models

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

    Dr Ciprian Doru Giurcaneanu

  25. 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

  26. 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

  27. 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

  28. Analysis of an information theoretic criterion for cepstral nulling

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

    Dr Ciprian Doru Giurcaneanu

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

    Article • January 2013, Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

  30. On the performance of histogram-based entropy estimators

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

    Dr Ciprian Doru Giurcaneanu

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

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

    Dr Ciprian Doru Giurcaneanu

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

    Article • Signal Processing, August 2011, Elsevier

    Dr Ciprian Doru Giurcaneanu

  33. 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

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

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

    Dr Ciprian Doru Giurcaneanu

  35. 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

  36. 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

  37. 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

  38. 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

  39. Composite hypothesis testing by optimally distinguishable distributions

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

    Dr Ciprian Doru Giurcaneanu

  40. Stochastic Complexity for the Detection of Periodically Expressed Genes

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

    Dr Ciprian Doru Giurcaneanu

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

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

    Dr Ciprian Doru Giurcaneanu

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

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

    Dr Ciprian Doru Giurcaneanu

  43. Estimation of AR and ARMA models by stochastic complexity

    Article • January 2006, Institute of Mathematical Statistics

    Dr Ciprian Doru Giurcaneanu

  44. 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

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

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

    Dr Ciprian Doru Giurcaneanu

  46. 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

  47. 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

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

    Article • Information Processing Letters, February 2004, Elsevier

    Dr Ciprian Doru Giurcaneanu

  49. 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

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

    Article • May 2003, SPIE

    Dr Ciprian Doru Giurcaneanu

  51. Stability-based cluster analysis applied to microarray data

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

    Dr Ciprian Doru Giurcaneanu

  52. 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

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

    Dr Ciprian Doru Giurcaneanu

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

    Article • Signal Processing, November 2000, Elsevier

    Dr Ciprian Doru Giurcaneanu

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

    Article • Springer Science + Business Media

    Dr Ciprian Doru Giurcaneanu

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ciprian Doru Giurcaneanu