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  • Andreas Spanias
2017

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

16 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

8 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

4 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

An 18 kW solar array research facility for fault detection experiments

Rao, S., Ramirez, D., Braun, H., Lee, J., Tepedelenlioglu, C., Kyriakides, E., Srinivasan, D., Frye, J., Koizumi, S., Morimoto, Y. & Spanias, A., Jun 20 2016, Proceedings of the 18th Mediterranean Electrotechnical Conference: Intelligent and Efficient Technologies and Services for the Citizen, MELECON 2016. Institute of Electrical and Electronics Engineers Inc., 7495369

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

15 Scopus citations

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

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

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

Cramer-Rao Bounds for Distributed System Size Estimation Using Consensus Algorithms

Zhang, S., Tepedelenlioglu, C., Lee, J., Braun, H. & Spanias, A., Oct 13 2016, 2016 Sensor Signal Processing for Defence, SSPD 2016. Institute of Electrical and Electronics Engineers Inc., 7590591

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

2 Scopus citations

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

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

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

39 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

Max Consensus in Sensor Networks: Non-linear Bounded Transmission and Additive Noise

Zhang, S., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., 2016, In : IEEE Sensors Journal. PP, 99, 7574375.

Research output: Contribution to journalArticle

21 Scopus citations

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

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

Noise robust dysarthric speech classification using domain adaptation

Wisler, A., Berisha, V., Spanias, A. & Liss, J., Sep 22 2016, 2016 Digital Media Industry and Academic Forum, DMIAF 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 135-138 4 p. 7574918

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

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

29 Scopus citations
2015

Adaptive emergency scenery video communications using HEVC for responsive decision support in disaster incidents

Antoniou, Z., Panayides, A. S., Pattichis, M. S., Stavrou, S., Kyriacou, E., Spanias, A., Constantinides, A. G. & Pattichis, C. S., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 173-176 4 p. 7318328

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

8 Scopus citations

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

A new signal processing course for digital culture

Spanias, A., Curtis, P., Spanias, P. & Banavar, M. K., Dec 2 2015, 2015 IEEE Frontiers in Education Conference: Launching a New Vision in Engineering Education, FIE 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7344377. (Proceedings - Frontiers in Education Conference, FIE; vol. 2015).

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

2 Scopus citations

An introductory signal processing course offered across the curriculum

Spanias, A., Dec 30 2015, 2015 IEEE Signal Processing and Signal Processing Education Workshop, SP/SPE 2015. Institute of Electrical and Electronics Engineers Inc., p. 55-58 4 p. 7369527

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

3 Scopus citations

An overview of recent advances on distributed and agile sensing algorithms and implementation

Banavar, M. K., Zhang, J. J., Chakraborty, B., Kwon, H., Li, Y., Jiang, H., Spanias, A., Tepedelenlioglu, C., Chakrabarti, C. & Papandreou-Suppappola, A., Apr 1 2015, In : Digital Signal Processing: A Review Journal. 39, p. 1-14 14 p.

Research output: Contribution to journalReview article

12 Scopus citations

A Photovoltaic (PV) array monitoring simulator

Peshin, S., Ramirez, D., Lee, J., Braun, H., Tepedelenlioglu, C., Spanias, A., Banavar, M. & Srinivansan, D., 2015, Proceedings of the IASTED International Conference Modelling, Identification and Control, MIC 2015. Acta Press, p. 180-186 7 p.

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

7 Scopus citations

A scalable feature learning and tag prediction framework for natural environment sounds

Sattigeri, P., Thiagarajan, J. J., Shah, M., Ramamurthy, K. N. & Spanias, A., Apr 24 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Computer Society, p. 1779-1783 5 p. 7094773. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2015-April).

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

3 Scopus citations

Audio modeling and loudness estimation with IJDSP mobile simulations

Kalyanasundaram, G., Banavar, M. & Spanias, A., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 5550-5554 5 p. 7179033

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

Embedding Android signal processing apps in a high school math class - An RET project

Banavar, M. K., Rajan, D., Strom, A., Spanias, P., Zhang, X. S., Braun, H. & Spanias, A., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044266

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

3 Scopus citations

Irradiance estimation for a smart PV array

Braun, H., Peshin, S., Spanias, A., Tepedelenlioglu, C., Banavar, M., Kalyanasundaram, G. & Srinivasan, D., Oct 27 2015, 2015 IEEE Energy Conversion Congress and Exposition, ECCE 2015. Institute of Electrical and Electronics Engineers Inc., p. 1095-1099 5 p. 7309811

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

2 Scopus citations

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

Multipath effects in GPS receivers

Miller, S., Zhang, X. & Spanias, A., Dec 30 2015, Multipath Effects in GPS Receivers. Morgan and Claypool Publishers, Vol. 11. p. 1-70 70 p. (Synthesis Lectures on Communications; vol. 11).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations

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

Nonlinear diffusion adaptation with bounded transmission over distributed networks

Lee, J., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., Sep 9 2015, IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 6707-6711 5 p. 7249394

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

3 Scopus citations

Removing data with noisy responses in regression analysis

Wisler, A., Berisha, V., Ramamurthy, K., Spanias, A. & Liss, J., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 2066-2070 5 p. 7178334

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

1 Scopus citations

Robust Consensus in the Presence of Impulsive Channel Noise

Dasarathan, S., Tepedelenlioʇlu, C., Banavar, M. K. & Spanias, A., Apr 15 2015, In : IEEE Transactions on Signal Processing. 63, 8, p. 2118-2129 12 p., 7054507.

Research output: Contribution to journalArticle

16 Scopus citations

Signals and systems demonstrations for undergraduates using Android-based localization

Curtis, P., Banavar, M. K., Zhang, X., Spanias, A. & Weber, V., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044095

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

1 Scopus citations
14 Scopus citations
2014

A multi-modal approach to emotion recognition using undirected topic models

Shah, M., Chakrabarti, C. & Spanias, A., Jan 1 2014, 2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014. Institute of Electrical and Electronics Engineers Inc., p. 754-757 4 p. 6865245. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

14 Scopus citations

Android acoustic ranging

Curtis, P., Banavar, M. K., Zhang, S., Spanias, A. & Weber, V., Jan 1 2014, IISA 2014 - 5th International Conference on Information, Intelligence, Systems and Applications. IEEE Computer Society, p. 118-123 6 p. 6878721. (IISA 2014 - 5th International Conference on Information, Intelligence, Systems and Applications).

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

11 Scopus citations

An integrated graphical environment for web-based learning

Mehta, S., Spanias, A., Thiagarajan, J. J., Banavar, M. K., Ramamurthy, K. N., Santucci, R., Pattichis, C., Spanias, P. & Krishnamoorthi, H., Jan 1 2014, In : Computers in Education Journal. 5, 1, p. 40-53 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Automatic image annotation using inverse maps from semantic embeddings

Thiagarajan, J. J., Ramamurthy, K. N., Sattigeri, P., Bremer, P. T. & Spanias, A., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3107-3111 5 p. 7025628

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

Characterizing the distribution of the quadrilateral vowel space area

Berisha, V., Sandoval, S., Utianski, R., Liss, J. & Spanias, A., Jan 1 2014, In : Journal of the Acoustical Society of America. 135, 1, p. 421-427 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

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

Domain invariant speech features using a new divergence measure

Wisler, A., Berisha, V., Liss, J. & Spanias, A., Apr 1 2014, 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7078553

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

10 Scopus citations

Energy-efficient distributed estimation by utilizing a nonlinear amplifier

Santucci, R. W., Banavar, M. K., Tepedelenlioglu, C. & Spanias, A., Jan 1 2014, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 61, 1, p. 302-311 10 p., 6595643.

Research output: Contribution to journalArticle

8 Scopus citations

Image understanding using sparse representations

Thiagarajan, J. J., Ramamurthy, K. N., Turaga, P. & Spanias, A., Apr 24 2014, In : Synthesis Lectures on Image, Video, and Multimedia Processing. 15, p. 1-120 120 p.

Research output: Contribution to journalArticle

12 Scopus citations