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  • Andreas Spanias
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

1 Scopus citations

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

Open Access

Connection topology optimization in photovoltaic arrays using neural networks

Narayanaswamy, V. S., Ayyanar, R., Spanias, A., Tepedelenlioglu, C. & Srinivasan, D., May 1 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

5 Scopus citations

Designing an Effective Metric Learning Pipeline for Speaker Diarization

Narayanaswamy, V. S., Thiagarajan, J. J., Song, H. & 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. 5806-5810 5 p. 8682255. (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

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

6 Scopus citations

Formation-aware Cloud Segmentation of Ground-based Images with Applications to PV Systems

Andrade, J., Katoch, S., Turaga, P., Spanias, A., Tepedelenlioglu, C. & Jaskie, K., Jul 2019, 10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019. Institute of Electrical and Electronics Engineers Inc., 8900762. (10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019).

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

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

Innovation Starts with Education: ICASSP 2019 Education Panel [SP Forum]

Solo, V., Greco, M. S., Mandic, D., Djuric, P., Spanias, A. & Bugallo, M. F., Sep 1 2019, In : IEEE Signal Processing Magazine. 36, 5, p. 135-137+147 8827995.

Research output: Contribution to journalReview article

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

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

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

1 Scopus citations

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

1 Scopus citations

Online Machine Learning Experiments in HTML5

Dixit, A., Shanthamallu, U. S., Spanias, A., Berisha, V. & Banavar, M., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659113. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

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

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

Photovoltaic array simulation and fault prediction via multilayer perceptron models

Khondoker, F., Rao, S., Spanias, A. & Tepedelenlioglu, C., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633699. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

4 Scopus citations

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

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

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

Solar array fault detection using neural networks

Rao, S., Spanias, A. & Tepedelenlioglu, C., May 1 2019, Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 196-200 5 p. 8780208. (Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019).

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

4 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

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., Vol. 2018-January. p. 1-8 8 p.

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

37 Scopus citations

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

10 Scopus citations

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

7 Scopus citations

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

18 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

Distributed Network Center and Size Estimation

Zhang, S., Tepedelenlioglu, C. & Spanias, A., May 22 2018, (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

4 Scopus citations

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

1 Scopus citations

Fast Non-Linear Methods for Dynamic Texture Prediction

Katoch, S., Turaga, P., Spanias, A. & Tepedelenlioglu, C., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 2107-2111 5 p. 8451479. (Proceedings - International Conference on Image Processing, ICIP).

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

3 Scopus citations

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

2 Scopus citations

Optimizing Kernel Machines Using Deep Learning

Song, H., Thiagarajan, J. J., Sattigeri, P. & Spanias, A., Mar 6 2018, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

13 Scopus citations

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

10 Scopus citations

Solar energy management as an Internet of Things (IoT) application

Spanias, A., 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. 1-4 4 p.

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

18 Scopus citations

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

4 Scopus citations

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

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

7 Scopus citations

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

Development of signal processing online labs using HTML5 and mobile platforms

Dixit, A., Katoch, S., Spanias, P., Banavar, M., Song, H. & Spanias, A., Dec 12 2017, FIE 2017 - Frontiers in Education, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1-5 5 p.

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

4 Scopus citations

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

3 Scopus citations

Direct estimation of density functionals using a polynomial basis

Wisler, A., Berisha, V., Spanias, A. & Hero, A. O., Nov 25 2017, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

5 Scopus citations

Distributed estimation of the degree distribution in wireless sensor networks

Zhang, S., Lee, J., Tepedelenlioglu, C. & Spanias, A., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841740

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

5 Scopus citations

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

Integrating machine learning in embedded sensor systems for Internet-of-Things applications

Lee, J., Stanley, M., Spanias, A. & Tepedelenlioglu, C., Mar 23 2017, 2016 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 290-294 5 p. 7886051

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

13 Scopus citations

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

7 Scopus citations

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

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

4 Scopus citations

Signal processing and machine learning concepts using the reflections echolocation app

Banavar, M. K., Gan, H., Robistow, B. & Spanias, A., Dec 12 2017, FIE 2017 - Frontiers in Education, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1-5 5 p.

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

3 Scopus citations
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

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

3 Scopus citations

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