Nidhal Bouaynaya

Former affiliations
  • 579 Citations
  • 12 h-Index
20052020

Research output per year

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Research Output

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Article
2020

A Deep Learning Framework for Joint Image Restoration and Recognition

Chen, R., Mihaylova, L., Zhu, H. & Bouaynaya, N. C., Mar 1 2020, In : Circuits, Systems, and Signal Processing. 39, 3, p. 1561-1580 20 p.

Research output: Contribution to journalArticle

Open Access
2019

Approximate kernel reconstruction for time-varying networks

Ditzler, G., Bouaynaya, N., Shterenberg, R. & Fathallah-Shaykh, H. M., Feb 6 2019, In : BioData Mining. 12, 1, 5.

Research output: Contribution to journalArticle

Open Access

Constrained particle filtering for movement identification in forearm prosthesis

Amor, N., Rasool, G., Bouaynaya, N. C. & Shterenberg, R., Aug 2019, In : Signal Processing. 161, p. 25-35 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

Diagnosing growth in low-grade gliomas with and without longitudinal volume measurements: A retrospective observational study

Fathallah-Shaykh, H. M., Deatkine, A., Coffee, E., Khayat, E., Bag, A. K., Han, X., Warren, P. P., Bredel, M., Fiveash, J., Markert, J., Bouaynaya, N. & Nabors, L. B., May 2019, In : PLoS Medicine. 16, 5, e1002810.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Inception modules enhance brain tumor segmentation

Cahall, D. E., Rasool, G., Bouaynaya, N. C. & Fathallah-Shaykh, H. M., Jul 10 2019, In : Frontiers in Computational Neuroscience. 13, 44.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations
2018

AKRON: An algorithm for approximating sparse kernel reconstruction

Ditzler, G., Carla Bouaynaya, N. & Shterenberg, R., Mar 2018, In : Signal Processing. 144, p. 265-270 6 p.

Research output: Contribution to journalArticle

2 Scopus citations
2017

On the Convergence of Constrained Particle Filters

Amor, N., Bouaynaya, N. C., Shterenberg, R. & Chebbi, S., Jun 2017, In : IEEE Signal Processing Letters. 24, 6, p. 858-862 5 p., 7906529.

Research output: Contribution to journalArticle

10 Scopus citations

SMURC: High-Dimension Small-Sample Multivariate Regression with Covariance Estimation

Bayar, B., Bouaynaya, N. & Shterenberg, R., Mar 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 2, p. 573-581 9 p., 7377009.

Research output: Contribution to journalArticle

2 Scopus citations
2016

A Beamformer-Particle Filter Framework for Localization of Correlated EEG Sources

Georgieva, P., Bouaynaya, N., Silva, F., Mihaylova, L. & Jain, L. C., May 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 3, p. 880-892 13 p., 7061413.

Research output: Contribution to journalArticle

8 Scopus citations

Automated Robust Image Segmentation: Level Set Method Using Nonnegative Matrix Factorization with Application to Brain MRI

Dera, D., Bouaynaya, N. & Fathallah-Shaykh, H. M., Jul 1 2016, In : Bulletin of Mathematical Biology. 78, 7, p. 1450-1476 27 p.

Research output: Contribution to journalArticle

6 Scopus citations
29 Scopus citations
2014

Probabilistic non-negative matrix factorization: Theory and application to microarray data analysis

Bayar, B., Bouaynaya, N. & Shterenberg, R., Feb 1 2014, In : Journal of Bioinformatics and Computational Biology. 12, 1, 1450001.

Research output: Contribution to journalArticle

15 Scopus citations

Surface myoelectric signal classification using the AR-GARCH model

Rasool, G., Bouaynaya, N., Iqbal, K. & White, G., Sep 2014, In : Biomedical Signal Processing and Control. 13, 1, p. 327-336 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother

Khan, J., Bouaynaya, N. & Fathallah-Shaykh, H. M., Dec 2014, In : Eurasip Journal on Bioinformatics and Systems Biology. 2014, 1, 3.

Research output: Contribution to journalArticle

10 Scopus citations
2013

Bit-error-rate performance of companding transforms for OFDM

Rahmatallah, Y., Bouaynaya, N. & Mohan, S., Jan 1 2013, In : IEEE Transactions on Vehicular Technology. 62, 8, p. 4116-4120 5 p., 6516560.

Research output: Contribution to journalArticle

13 Scopus citations

Optimal perturbation control of general topology molecular networks

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Apr 1 2013, In : IEEE Transactions on Signal Processing. 61, 7, p. 1733-1742 10 p., 6415289.

Research output: Contribution to journalArticle

1 Scopus citations
2012

Methods for optimal intervention in gene regulatory networks [Applications Corner]

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Jan 2012, In : IEEE Signal Processing Magazine. 29, 1, p. 158-163 6 p., 6105467.

Research output: Contribution to journalArticle

2 Scopus citations

M-Idempotent and self-dual morphological filters

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., Feb 29 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 4, p. 805-813 9 p., 6109268.

Research output: Contribution to journalArticle

4 Scopus citations
2011

Information-theoretic model of evolution over protein communication channel

Gong, L., Bouaynaya, N. & Schonfeld, D., Jan 1 2011, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 8, 1, p. 143-151 9 p., 4745630.

Research output: Contribution to journalArticle

6 Scopus citations

Inverse perturbation for optimal intervention in gene regulatory networks

Bouaynaya, N., Shterenberg, R. & Schonfeld, D., Jan 2011, In : Bioinformatics. 27, 1, p. 103-110 8 p., btq605.

Research output: Contribution to journalArticle

11 Scopus citations

Theory of gain enhancement of UC-PBG antenna structures without invoking Maxwell's equations: An array signal processing approach

Elwi, T. A., Al-Rizzo, H. M., Bouaynaya, N., Hammood, M. M. & Al-Naiemy, Y., Dec 1 2011, In : Progress In Electromagnetics Research B. 34, p. 15-30 16 p.

Research output: Contribution to journalArticle

5 Scopus citations
2009

On the optimality of motion-based particle filtering

Bouaynaya, N. & Schonfeld, D., Jul 1 2009, In : IEEE Transactions on Circuits and Systems for Video Technology. 19, 7, p. 1068-1072 5 p., 5175625.

Research output: Contribution to journalArticle

31 Scopus citations
2008

Nonstationary analysis of coding and noncoding regions in nucleotide sequences

Bouaynaya, N. & Schonfeld, D., Jun 2008, In : IEEE Journal on Selected Topics in Signal Processing. 2, 3, p. 357-364 8 p.

Research output: Contribution to journalArticle

14 Scopus citations

Theoretical foundations of spatially-variant mathematical morphology part I: Binary images

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., May 1 2008, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 5, p. 823-836 14 p.

Research output: Contribution to journalArticle

76 Scopus citations
83 Scopus citations

Time-dependent ARMA modeling of genomic sequences

Zielinski, J. S., Bouaynaya, N., Schonfeld, D. & O'Neill, W., Aug 12 2008, In : BMC Bioinformatics. 9, SUPPL. 9, S14.

Research output: Contribution to journalArticle

8 Scopus citations
2007

Protein communication system: Evolution and genomic structure

Bouaynaya, N. & Schonfeld, D., Aug 1 2007, In : Algorithmica (New York). 48, 4, p. 375-397 23 p.

Research output: Contribution to journalArticle

5 Scopus citations
2006

A new method for multidimensional optimization and its application in image and video processing

Schonfeld, D. & Bouaynaya, N., Aug 2006, In : IEEE Signal Processing Letters. 13, 8, p. 485-488 4 p.

Research output: Contribution to journalArticle

20 Scopus citations

Spatially variant morphological restoration and skeleton representation

Bouaynaya, N., Charif-Chefchaouni, M. & Schonfeld, D., Nov 1 2006, In : IEEE Transactions on Image Processing. 15, 11, p. 3579-3591 13 p.

Research output: Contribution to journalArticle

28 Scopus citations