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Author

  • Andreas Spanias
2016

Topology reconfiguration for optimization of photovoltaic array output

Braun, H., Buddha, S. T., Krishnan, V., Tepedelenlioglu, C., Spanias, A., Banavar, M. & Srinivasan, D., Jun 1 2016, In : Sustainable Energy, Grids and Networks. 6, p. 58-69 12 p.

Research output: Contribution to journalArticle

31 Scopus citations
2015

A New Asymmetric Correlation Kernel for GNSS Multipath Mitigation

Miller, S., Zhang, X. & Spanias, A., Oct 2 2015, 2015 Sensor Signal Processing for Defence, SSPD 2015. Institute of Electrical and Electronics Engineers Inc., 7288498

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2017

A deep learning approach to multiple kernel fusion

Song, H., Thiagarajan, J. J., Sattigeri, P., Ramamurthy, K. N. & Spanias, A., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2292-2296 5 p. 7952565

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2011

Analyte detection using an ion-channel sensor array

Sattigeri, P. S., Ramamurthy, K. N., Thiagarajan, J. J., Goryll, M., Spanias, A. & Thornton, T., Sep 29 2011, 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings. 6004913. (17th DSP 2011 International Conference on Digital Signal Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2012

Signal processing for solar array monitoring, fault detection, and optimization

Braun, H., Buddha, S. T., Krishnan, V., Tepedelenlioglu, C., Spanias, A., Takehara, T., Yeider, T., Banavar, M. & Takada, S., Sep 28 2012, Synthesis Lectures on Power Electronics. p. 1-95 95 p. (Synthesis Lectures on Power Electronics; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingChapter

15 Scopus citations

Workshop: Interactive education tools for earth systems and sustainability applications

Hinnov, L., Spanias, A., Ramamurthy, K. N. & Kalyanasundaram, G., Dec 1 2012, 2012 Frontiers in Education Conference: Soaring to New Heights in Engineering Education, FIE 2012 - Proceedings. 6462366. (Proceedings - Frontiers in Education Conference, FIE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A speech emotion recognition framework based on latent Dirichlet allocation: Algorithm and FPGA implementation

Shah, M., Miao, L., Chakrabarti, C. & Spanias, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 2553-2557 5 p. 6638116. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations
2016

Measuring glomerular number from kidney MRI images

Thiagarajan, J. J., Natesan Ramamurthy, K., Kanberoglu, B., Frakes, D., Bennett, K. & Spanias, A., 2016, Medical Imaging 2016: Image Processing. SPIE, Vol. 9784. 978412

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2019

Introducing Machine Learning in Undergraduate DSP Classes

Shanthamallu, U. S., Rao, S., Dixit, A., Narayanaswamy, V. S., Fan, J. & Spanias, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7655-7659 5 p. 8683780. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

PV Array Fault Detection using Radial Basis Networks

Pedersen, E., Rao, S., Katoch, S., Jaskie, K., Spanias, A., Tepedelenlioglu, C. & Kyriakides, E., Jul 2019, 10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019. Institute of Electrical and Electronics Engineers Inc., 8900710. (10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2011

Learning dictionaries for local sparse coding in image classification

Thiagarajan, J. J. & Spanias, A., Dec 1 2011, Conference Record of the 45th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2011. p. 2014-2018 5 p. 6190379. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2013

Sinusoidal component selection based on partial loudness criteria

Krishnamoorthi, H. & Spanias, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 575-579 5 p. 6637713. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2011

Block adaptive and neural network based digital predistortion and power amplifier performance

Santucci, R. & Spanias, A., Jun 13 2011, Proceedings of the 8th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2011. p. 300-305 6 p. (Proceedings of the 8th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2019

Graph Filtering with Multiple Shift Matrices

Fan, J., Tepedelenlioglu, C. & Spanias, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3557-3561 5 p. 8682807. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Introducing machine learning concepts using hands-on Android-based exercises

Ayotte, B., Au-Yeung, J., Banavar, M. K., Barry, D., Muniraju, G., Rao, S., Spanias, A. & Tepedelenlioglu, C., Oct 2019, 2019 IEEE Frontiers in Education Conference, FIE 2019. Institute of Electrical and Electronics Engineers Inc., 9028367. (Proceedings - Frontiers in Education Conference, FIE; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Implementation of a fast image coding and retrieval system using a GPU

Sattigeri, P., Thiagarajan, J. J., Ramamurthy, K. N. & Spanias, A., Mar 15 2012, 2012 IEEE International Conference on Emerging Signal Processing Applications, ESPA 2012 - Proceedings. p. 5-8 4 p. 6152431. (2012 IEEE International Conference on Emerging Signal Processing Applications, ESPA 2012 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2018

Shading prediction, fault detection, and consensus estimation for solar array control

Katoch, S., Muniraju, G., Rao, S., Spanias, A., Turaga, P., Tepedelenlioglu, C., Banavar, M. & Srinivasan, D., Jun 15 2018, Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 217-222 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2013
2019

Positive and Unlabeled Learning Algorithms and Applications: A Survey

Jaskie, K. & Spanias, A., Jul 2019, 10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019. Institute of Electrical and Electronics Engineers Inc., 8900698. (10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2011

Work in progress - Interactive signal-processing labs and simulations on iOS devices

Liu, J., Spanias, A., Banavar, M. K., Thiagarajan, J. J., Ramamurthy, K. N., Hu, S. & Zhang, X., Dec 1 2011, 41st Annual Frontiers in Education Conference: Celebrating 41 Years of Monumental Innovations from Around the World, FIE 2011. 6143046. (Proceedings - Frontiers in Education Conference, FIE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

A Java-DSP interface for analysis of the MP3 algorithm

Huang, C. W., Thiagarajan, J. J., Spanias, A. & Pattichis, C., Apr 21 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings. p. 168-173 6 p. 5739206. (2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2012

A top-down design methodology using virtual platforms for concept development

Shah, M., Mears, B., Chakrabarti, C. & Spanias, A., Jul 16 2012, Proceedings of the 13th International Symposium on Quality Electronic Design, ISQED 2012. p. 444-450 7 p. 6187531. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations
2013

A heterogeneous dictionary model for representation and recognition of human actions

Anirudh, R., Ramamurthy, K., Thiagarajan, J. J., Turaga, P. & Spanias, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3472-3476 5 p. 6638303. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

A comprehensive monitoring system for photovoltaic arrays

Krishnan, V., Braun, H. C., Tepedelenlioglu, C. & Spanias, A., 2013, Proceedings of the IASTED International Conference on Signal Processing, Pattern Recognition and Applications, SPPRA 2013. p. 485-489 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2016

Development of course modules for multidisciplinary STEM education

Spanias, A., Banavar, M. K., Braun, H., Spanias, P. & Zhang, Y., Nov 28 2016, FIE 2016 - Frontiers in Education 2016: The Crossroads of Engineering and Business. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-November. 7757416

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A cyber-physical system approach for photovoltaic array monitoring and control

Rao, S., Katoch, S., Turaga, P., Spanias, A., Tepedelenlioglu, C., Ayyanar, R., Braun, H., Lee, J., Shanthamallu, U., Banavar, M. & Srinivasan, D., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations
2011
2 Scopus citations
2012

Distributed average consensus using bounded transmissions

Dasarathan, S., Banavar, M., Tepedelenlioglu, C. & Spanias, A., Dec 1 2012, Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012. p. 1202-1206 5 p. 6489212. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Performance comparison of localization techniques for sequential WSN discovery

Zhang, X., Banavar, M. K., Willerton, M., Manikas, A., Tepedelenlioglu, C., Spanias, A., Thornton, T., Yeatman, E. & Constantinides, A. G., Dec 1 2012, Sensor Signal Processing for Defence, SSPD 2012. 3 ed. (IET Seminar Digest; vol. 2012, no. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2019

Adaptive Video Subsampling for Energy-Efficient Object Detection

Mohan, DI., Katoch, S., Jayasuriya, S., Turaga, P. & Spanias, A., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 103-107 5 p. 9048698. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Learning multilevel dictionaries for compressed sensing using discriminative clustering

Thiagarajan, J. J., Ramamurthy, K. N., Spanias, A. & Nasiopoulos, P., Jan 1 2012, Proceedings of the 2012 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2012. IEEE Computer Society, p. 494-497 4 p. 6274289. (Proceedings of the 2012 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Node Localization in Wireless Sensor Networks

Zhang, X., Tepedelenlioglu, C., Banavar, M. & Spanias, A., 2017, Node Localization in Wireless Sensor Networks. Morgan and Claypool Publishers, Vol. 12. p. 1-62 62 p. (Synthesis Lectures on Communications; vol. 12).

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations
2019

Connection topology optimization in photovoltaic arrays using neural networks

Narayanaswamy, V. S., Ayyanar, R., Spanias, A., Tepedelenlioglu, C. & Srinivasan, D., May 2019, Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 167-172 6 p. 8780242. (Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations
2018

Triplet network with attention for speaker diarization

Song, H., Willi, M., Thiagarajan, J. J., Berisha, V. & Spanias, A., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3608-3612 5 p.

Research output: Contribution to journalConference article

3 Scopus citations
2013
2011

Improved sparse coding using manifold projections

Ramamurthy, K. N., Thiagarajan, J. J. & Spanias, A., Dec 1 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 1237-1240 4 p. 6115656. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2014

Direct tracking from compressive imagers: A proof of concept

Braun, H., Turaga, P. & Spanias, A., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 8139-8142 4 p. 6855187. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations
2019

Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing

Ramakrishna, R., Scaglione, A., Spanias, A. & Tepedelenlioglu, C., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4440-4444 5 p. 8682854. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2016

Advances in speech and audio processing and coding

Spanias, A., Jan 20 2016, IISA 2015 - 6th International Conference on Information, Intelligence, Systems and Applications. Institute of Electrical and Electronics Engineers Inc., 7388064

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2013

Derivation of a new banded waveguide model topology for sound synthesis

Fink, A. M., Spanias, A. & Cook, P. R., Feb 1 2013, In : Journal of the Acoustical Society of America. 133, 2, p. EL76-EL81

Research output: Contribution to journalArticle

2 Scopus citations
2016

Empirically estimable classification bounds based on a nonparametric divergence measure

Berisha, V., Wisler, A., Hero, A. O. & Spanias, A., Feb 1 2016, In : IEEE Transactions on Signal Processing. 64, 3, p. 580-591 12 p., 7254229.

Research output: Contribution to journalArticle

41 Scopus citations
2013

Mixing matrix estimation using discriminative clustering for blind source separation

J. Thiagarajan, J., Natesan Ramamurthy, K. & Spanias, A., Jan 2013, In : Digital Signal Processing: A Review Journal. 23, 1, p. 9-18 10 p.

Research output: Contribution to journalArticle

47 Scopus citations

Non-linear distributed average consensus using bounded transmissions

Dasarathan, S., Tepedelenliolu, C., Banavar, M. K. & Spanias, A., Nov 27 2013, In : IEEE Transactions on Signal Processing. 61, 23, p. 6000-6009 10 p., 6605593.

Research output: Contribution to journalArticle

16 Scopus citations
2015

Learning Stable Multilevel Dictionaries for Sparse Representations

Thiagarajan, J. J., Natesan Ramamurthy, K. & Spanias, A., Sep 1 2015, In : IEEE Transactions on Neural Networks and Learning Systems. 26, 9, p. 1913-1926 14 p., 6926841.

Research output: Contribution to journalArticle

21 Scopus citations
2012

Electronic-nose for detecting environmental pollutants: Signal processing and analog front-end design

Kim, H., Konnanath, B., Sattigeri, P., Wang, J., Mulchandani, A., Myung, N., Deshusses, M. A., Spanias, A. & Bakkaloglu, B., Jan 1 2012, In : Analog Integrated Circuits and Signal Processing. 70, 1, p. 15-32 18 p.

Research output: Contribution to journalArticle

16 Scopus citations
2015

Nonlinear Amplify-and-Forward Distributed Estimation over Nonidentical Channels

Santucci, R., Banavar, M. K., Tepedelenlioʇlu, C. & Spanias, A., Nov 1 2015, In : IEEE Transactions on Vehicular Technology. 64, 11, p. 5390-5395 6 p., 6982200.

Research output: Contribution to journalArticle

2 Scopus citations
2011

Transform domain features for ion-channel signal classification

Ramamurthy, K. N., Thiagarajan, J. J., Sattigeri, P., Goryll, M., Spanias, A., Thornton, T. & Phillips, S., Jul 1 2011, In : Biomedical Signal Processing and Control. 6, 3, p. 219-224 6 p.

Research output: Contribution to journalArticle

2 Scopus citations
2019

Interactive signal processing education applications for the android platform

Ranganath, S., Thiagarajan, J. J., Rajan, D., Banavar, M. K., Spanias, A., Fan, J., Jaskie, K. & Tepedelenlioglu, C., Jan 1 2019, In : Computers in Education Journal. 10, 2

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Location estimation and detection in wireless sensor networks in the presence of fading

Zhang, X., Tepedelenlioglu, C., Banavar, M. K., Spanias, A. & Muniraju, G., Feb 1 2019, In : Physical Communication. 32, p. 62-74 13 p.

Research output: Contribution to journalArticle

3 Scopus citations