Ciprian Doru Giurcaneanu

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 11

Top Topics

Dictionary Learning

Matching Pursuit

Pursuit Algorithm

Top Venues

Signal Process.

Digit. Signal Process.

Publications

Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu
Multivariate Time Series Imputation: An Approach Based on Dictionary Learning. Entropy 24 (8) (2022)
Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu
Dictionary learning for signals in additive noise with generalized Gaussian distribution. Signal Process. 195 (2022)
Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu
On the Use of Dictionary Learning in Time Series Imputation. EUSIPCO (2020)
Fangyao Li, Christopher M. Triggs, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
The matching pursuit algorithm revisited: A variant for big data and new stopping rules. Signal Process. 155 (2019)
Bogdan Dumitrescu, Ciprian Doru Giurcaneanu, Yixia Ding
Identification of Vector Autoregressive Models with Granger and Stability Constraints. EUSIPCO (2019)
Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
Adaptive-Size Dictionary Learning Using Information Theoretic Criteria. Algorithms 12 (9) (2019)
Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
Maximum Entropy Expectation-Maximization Algorithm for Fitting Latent-Variable Graphical Models to Multivariate Time Series. Entropy 20 (1) (2018)
Maryam Alavi-Shoshtari, Jennifer Ann Salmond, Ciprian Doru Giurcaneanu, Georgia Miskell, Lena Weissert, David Edward Williams
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. Environ. Model. Softw. 101 (2018)
Fangyao Li, Christopher M. Triggs, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
On the number of iterations for the matching pursuit algorithm. EUSIPCO (2017)
Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
Conditional independence graphs for multivariate autoregressive models by convex optimization: Efficient algorithms. Signal Process. 133 (2017)
Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu
Renormalized maximum likelihood for multivariate autoregressive models. EUSIPCO (2016)
Ciprian Doru Giurcaneanu, Farzana Azleen Abdul Saip
New insights on AR order selection with information theoretic criteria based on localized estimators. Digit. Signal Process. 32 (2014)
Seyed Alireza Razavi, Ciprian Doru Giurcaneanu
Application of optimally distinguishable distributions to the detection of subspace signals in Gaussian noise of unknown level. Digit. Signal Process. 23 (4) (2013)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi
Analysis of an information theoretic criterion for cepstral nulling. ChinaSIP (2013)
Panu Luosto, Ciprian Doru Giurcaneanu, Petri Kontkanen
Construction of irregular histograms by penalized maximum likelihood: A comparative study. ITW (2012)
Ciprian Doru Giurcaneanu, Panu Luosto, Petri Kontkanen
On the performance of histogram-based entropy estimators. MLSP (2012)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi, Antti Liski
Variable selection in linear regression: Several approaches based on normalized maximum likelihood. Signal Process. 91 (8) (2011)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi
AR order selection in the case when the model parameters are estimated by forgetting factor least-squares algorithms. Signal Process. 90 (2) (2010)
Seyed Alireza Razavi, Ciprian Doru Giurcaneanu
A Novel Method for Improving Fairness over Multiaccess Channels. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi
On the use of Kolmogorov structure function for periodogram smoothing. ICASSP (2010)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi
New insights on stochastic complexity. EUSIPCO (2009)
Vangelis Sakkalis, Ciprian Doru Giurcaneanu, Petros Xanthopoulos, Michalis E. Zervakis, Vassilis Tsiaras, Yinghua Yang, Eleni Karakonstantaki, Sifis Micheloyannis
Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Seyed Alireza Razavi, Ciprian Doru Giurcaneanu
Optimally distinguishable distributions: a new approach to composite hypothesis testing with applications to the classical linear model. IEEE Trans. Signal Process. 57 (7) (2009)
Seyed Alireza Razavi, Ciprian Doru Giurcaneanu
Composite hypothesis testing by optimally distinguishable distributions. ICASSP (2008)
Ciprian Doru Giurcaneanu, Seyed Alireza Razavi
Ar order selection with Information Theoretic Criteria based on localized estimators. EUSIPCO (2008)
Ciprian Doru Giurcaneanu
Stochastic Complexity for the Estimation of Sine-Waves in Colored Noise. ICASSP (3) (2007)
Ciprian Doru Giurcaneanu, Bin Yu
Efficient algorithms for discrete universal denoising for channels with memory. ISIT (2005)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jaakko Astola
Clustering Time Series Gene Expression Data Based on Sum-of-Exponentials Fitting. EURASIP J. Adv. Signal Process. 2005 (8) (2005)
Ciprian Doru Giurcaneanu, Ioan Tabus
Cluster Structure Inference Based on Clustering Stability with Applications to Microarray Data Analysis. EURASIP J. Adv. Signal Process. 2004 (1) (2004)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jaakko Astola, Juha Ollila, Mauno Vihinen
Fast Iterative Gene Clustering Based on Information Theoretic Criteria for Selecting the Cluster Structure. J. Comput. Biol. 11 (4) (2004)
Ciprian Doru Giurcaneanu
On some properties of the NML estimator for Bernoulli strings. Inf. Process. Lett. 89 (4) (2004)
Ciprian Doru Giurcaneanu, Ioan Tabus, Ilya Shmulevich, Wei Zhang
Stability-based cluster analysis applied to microarray data. ISSPA (2) (2003)
Ciprian Doru Giurcaneanu, Ioan Tabus, Cosmin Stanciu
Context-based lossless image compression with optimal codes for discretized Laplacian distributions. Image Processing: Algorithms and Systems (2003)
Ciprian Doru Giurcaneanu, Ioan Tabus, Serban Mereula
Using contexts and R-R interval estimation in lossless ECG compression. Comput. Methods Programs Biomed. 67 (3) (2002)
Ciprian Doru Giurcaneanu, Ioan Tabus
Optimal Coding of Quantized Laplacian Sources for Predictive Image Compression. J. Math. Imaging Vis. 16 (3) (2002)
Rafael Aldea, Ciprian Doru Giurcaneanu
Using stochastic complexity for ECG signal analysis. EUSIPCO (2002)
Ciprian Doru Giurcaneanu, Ioan Tabus
Low-complexity transform coding with integer-to-integer transforms. ICASSP (2001)
Ioan Tabus, Ciprian Doru Giurcaneanu, Jaakko Astola
Optimal predictive design of boolean and order statistics based filters. EUSIPCO (2000)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jorma Rissanen
MDL based digital signal segmentation. EUSIPCO (2000)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jaakko Astola
Adaptive context-based sequential prediction for lossless audio compression. Signal Process. 80 (11) (2000)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jaakko Astola
Integer wavelet transforms based lossless audio compression. NSIP (1999)
Ciprian Doru Giurcaneanu, Ioan Tabus, Jaakko Astola
Adaptive context based sequential prediction for lossless audio compression. EUSIPCO (1998)