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  • 2020
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Author

  • Andreas Spanias
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
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

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

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
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
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
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

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
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

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
2017

Distributed Node Counting in Wireless Sensor Networks in the Presence of Communication Noise

Zhang, S., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., Feb 15 2017, In : IEEE Sensors Journal. 17, 4, p. 1175-1186 12 p., 7784721.

Research output: Contribution to journalArticle

7 Scopus citations
2018

Distributed Network Structure Estimation using Consensus Methods

Zhang, S., Tepedelenlioglu, C., Spanias, A. & Banavar, M., Jan 1 2018, In : Synthesis Lectures on Communications. 10, 1, p. 1-88 88 p.

Research output: Contribution to journalArticle

2 Scopus citations

Distributed network center and size estimation

Zhang, S., Tepedelenlioglu, C. & Spanias, A., Jul 15 2018, In : IEEE Sensors Journal. 18, 14, p. 6033-6045 13 p.

Research output: Contribution to journalArticle

4 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
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

32 Scopus citations
2018

A brief survey of machine learning methods and their sensor and IoT applications

Shanthamallu, U. S., Spanias, A., Tepedelenlioglu, C. & Stanley, M., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017; vol. 2018-January).

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

50 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
2018

A stem reu site on the integrated design of sensor devices and signal processing algorithms

Spanias, A. & Blain Christen, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6991-6995 5 p. 8462483

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

8 Scopus citations
2017

Reflections: An eModule for echolocation education

Robistow, B., Newman, R., Depue, T. H., Banavar, M. K., Barry, D., Curtis, P. & 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. 1562-1566 5 p. 7952419

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

5 Scopus citations
2019

Online modules to introduce students to solar array control using neural nets

Narayanaswamy, V. S., Shanthamallu, U. S., Dixit, A., Rao, S., Ayyanar, R., Tepedelenlioglu, C., Spanias, A. S., Banavar, M. K., Katoch, S., Pedersen, E., Spanias, P., Turaga, P. & Khondoker, F., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

2016

Development of hardware and software for a game-like wireless sound distribution system

Dharmadhikari, C., Spanias, A. & Ingalls, T., 2016, Proceedings of the 35th IASTED International Conference on Modelling, Identification and Control, MIC 2016. Acta Press, Vol. 830. p. 101-107 7 p.

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

2019

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

2017

A signal recovery method for array processing

Fan, J., Spanias, A. & Tepedelenlioglu, C., 2017, Proceedings of the IASTED International Conference Modelling, Identification and Control, MIC 2017. Acta Press, Vol. 848. p. 133-137 5 p.

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

2016

A brief survey of time- and frequency-domain adaptive filters

Spanias, A., Dec 14 2016, IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications. Institute of Electrical and Electronics Engineers Inc., 7785389. (IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications).

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

3 Scopus citations

Empirically-estimable multi-class classification bounds

Wisler, A., Berisha, V., Wei, D., Ramamurthy, K. & Spanias, A., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2594-2598 5 p. 7472146

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

3 Scopus citations
2019

Global Optimization of Graph Filters with Multiple Shift Matrices

Fan, J., Tepedelenlioglu, C. & Spanias, A., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 2082-2086 5 p. 9048759. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

2016

Consensus inference on mobile phone sensors for activity recognition

Songg, H., Thiagarajan, J. J., Ramamurthy, K. N., Spanias, A. & Turaga, P., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2294-2298 5 p. 7472086

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

4 Scopus citations
2019

Analysis and design of robust max consensus for wireless sensor networks

Muniraju, G., Tepedelenlioglu, C. & Spanias, A., Dec 2019, In : IEEE Transactions on Signal and Information Processing over Networks. 5, 4, p. 779-791 13 p., 8859263.

Research output: Contribution to journalArticle

1 Scopus citations

Spatially-Varying Sharpness Map Estimation Based on the Quotient of Spectral Bands

Andrade, J., Turaga, P. & Spanias, A., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 4020-4024 5 p. 8803406. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

2016

An android app for spatial acoustic analysis as a learning tool

DePue, T. H., Robistow, B., Newman, R., Mack, K., Banavar, M. K., Yang, T., Barry, D., Curtis, P., Spanias, A. & Watkins, W., 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. 7757538

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

2018

Multidisciplinary modules on sensors and machine learning

Dixit, A., Shanthamallu, U. S., Spanias, A., Rao, S., Katoch, S., Banavar, M. K., Muniraju, G., Fan, J., Spanias, P., Strom, A., Pattichis, C. & Song, H., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

4 Scopus citations
2019

An REU Experience in Machine Learning and Computational Cameras

Mohan, DI., Katoch, S., Jayasuriya, S., Turaga, P. & Spanias, A., Oct 2019, 2019 IEEE Frontiers in Education Conference, FIE 2019. Institute of Electrical and Electronics Engineers Inc., 9028362. (Proceedings - Frontiers in Education Conference, FIE; vol. 2019-October).

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

2018

Attend and diagnose: Clinical time series analysis using attention models

Song, H., Rajan, D., Thiagarajan, J. J. & Spanias, A., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4091-4098 8 p.

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

28 Scopus citations

Distributed center and coverage region estimation in wireless sensor networks using diffusion adaptation

Zhang, S., Tepedelenlioglu, C. & Spanias, A., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1353-1357 5 p.

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

2017

Location Based Distributed Spectral Clustering for Wireless Sensor Networks

Muniraju, G., Zhang, S., Tepedelenlioglu, C., Banavar, M. K., Spanias, A., Vargas-Rosales, C. & Villalpando-Hernandez, R., Dec 20 2017, 2017 Sensor Signal Processing for Defence Conference, SSPD 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1-5 5 p.

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

9 Scopus citations
2019

Max Consensus in the Presence of Additive Noise

Muniraju, G., Tepedelenlioglu, C., Spanias, A., Zhang, S. & Banavar, M. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1408-1412 5 p. 8645297. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

2 Scopus citations
2016

Node counting in wireless sensor networks

Zhang, S., Tepedelenlioglu, C., Spanias, A. & Banavar, M. K., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 360-364 5 p. 7421147

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

4 Scopus citations
2019

A Linear Systems Perspective on Intrusion Detection for Routing in Reconfigurable Wireless Networks

Zuniga-Mejia, J., Villalpando-Hernandez, R., Vargas-Rosales, C. & Spanias, A., Jan 1 2019, In : IEEE Access. 7, p. 60486-60500 15 p., 8710247.

Research output: Contribution to journalArticle

2 Scopus citations

Reconstruction-Free Compressive Vision for Surveillance Applications

Braun, H., Turaga, P., Spanias, A., Katoch, S., Jayasuriya, S. & Tepedelenlioglu, C., Jan 1 2019, In : Synthesis Lectures on Signal Processing. 14, 1, p. 1-100 100 p.

Research output: Contribution to journalArticle

1 Scopus citations
2017

Direct classification from compressively sensed images via deep Boltzmann machine

Braun, H., Turaga, P., Spanias, A. & Tepedelenlioglu, C., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 454-457 4 p. 7869080

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

4 Scopus citations
2018

The sensor signal and information processing REU site

Spanias, A., Blain Christen, J., Thornton, T., Anderson, K., Goryll, M., Arafa, H. M., Shanthamallu, U. S., Forzani, E., Ross, H. M., Barnard, W. & Ozev, S., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

5 Scopus citations
2019

A Modified Logistic Regression for Positive and Unlabeled Learning

Jaskie, K., Elkan, C. & Spanias, A., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 2007-2011 5 p. 9048765. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

1 Scopus citations
2016

Auto-context modeling using multiple Kernel learning

Song, H., Thiagarajan, J. J., Ramamurthy, K. N. & Spanias, A., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 1868-1872 5 p. 7532682

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

3 Scopus citations