Amir Averbuch

Professor

1986 …2022

Research activity per year

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  • 2013

    LgDb 2.0: Using Lguest for kernel profiling, code coverage and simulation

    Khen, E., Zaidenberg, N. J., Averbuch, A. & Fraimovitch, E., 2013, International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - 2013 Summer Simulation Multiconference, SummerSim 2013. 9 ed. p. 78-85 8 p. (Simulation Series; vol. 45, no. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • LgDb 2.0: Using Lguest for kernel profiling, code coverage and simulation

    Khen, E., Zaidenberg, N. J., Averbuch, A. & Fraimovitch, E., 2013, Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference. p. 78-85 8 p. 6595745. (Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Polar classification of nominal data

    Wolf, G., Harussi, S., Shmueli, Y. & Averbuch, A., 2013, Numerical Methods for Differential Equations, Optimization, and Technological Problems. Repin, S., Tiihonen, T. & Tuovinen, T. (eds.). Springer Netherland, p. 253-271 19 p. (Computational Methods in Applied Sciences; vol. 27).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • PPPC - Peer-2-peer streaming and algorithm for creating spanning trees for peer-2-peer networks

    Averbuch, A., Roditi, Y. & Zaidenberg, N. J., 2013, Numerical Methods for Differential Equations, Optimization, and Technological Problems. Repin, S., Tiihonen, T. & Tuovinen, T. (eds.). Springer Netherland, p. 363-377 15 p. (Computational Methods in Applied Sciences; vol. 27).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2014

    A mathematical model for extremely low dose adaptive computed tomography acquisition

    Barkan, O., Averbuch, A., Dekel, S. & Tenzer, Y., 2014, Mathematical Methods for Curves and Surfaces - 8th International Conference, MMCS 2012, Revised Selected Papers. Springer Verlag, p. 13-33 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8177 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2015

    Diffusion bases dimensionality reduction

    Schclar, A. & Averbuch, A., 2015, NCTA. Rosa, A., Merelo, J. J., Dourado, A., Cadenas, J. M., Madani, K., Ruano, A., Filipe, J. & Filipe, J. (eds.). SciTePress, p. 151-156 6 p. (IJCCI 2015 - Proceedings of the 7th International Joint Conference on Computational Intelligence; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    Clustering Based on MultiView Diffusion Maps

    Lindenbaum, O., Yeredor, A. & Averbuch, A., 2 Jul 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 740-747 8 p. 7836740. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Gaussian process regression for out-of-sample extension

    Barkan, O., Weill, J. & Averbuch, A., 8 Nov 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings. Diamantaras, K., Uncini, A., Palmieri, F. A. N. & Larsen, J. (eds.). IEEE Computer Society, 7738832. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2016-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Robust mixture models for anomaly detection

    Barkan, O. & Averbuch, A., 8 Nov 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings. Diamantaras, K., Uncini, A., Palmieri, F. A. N. & Larsen, J. (eds.). IEEE Computer Society, 7738885. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2016-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2017

    Bandwidth selection for kernel-based classification

    Lindenbaum, O., Yeredor, A. & Averbuch, A., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806089. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Multi-channel fusion for seismic event detection and classification

    Lindenbaum, O., Rabin, N., Bregman, Y. & Averbuch, A., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806088. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Multi-view kernel-based data analysis

    Averbuch, A., Salhov, M., Lindenbaum, O., Silberschatz, A. & Shkolnisky, Y., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806187. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Similarity search over graphs using localized spectral analysis

    Aizenbud, Y., Averbuch, A., Shabat, G. & Ziv, G., 1 Sep 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 635-638 4 p. 8024435. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Unsupervised segmentation of hyper-spectral images via diffusion bases

    Schclar, A. & Averbuch, A., 2017, IJCCI 2017 - Proceedings of the 9th International Joint Conference on Computational Intelligence. Sabourin, C., Merelo, J. J., O'Reilly, U-M., Madani, K. & Warwick, K. (eds.). SciTePress, p. 305-312 8 p. (IJCCI 2017 - Proceedings of the 9th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2018

    Local splines on non-uniform grids generating real-time wavelet transforms

    Averbuch, A., Neittaanmäki, P. & Zheludev, V., 2018, Constructive theory of functions: Proceedings of the 12th international conference, Sozopol, Bulgaria, June 11-17, 2016. Ivanov, K., Nikolov, G., Uluchev, R. & Drinov, M. (eds.). Prof. M. Drinov Acad. Publ. House, Sofia, p. 29-50 22 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2019

    A diffusion approach to unsupervised segmentation of hyper-spectral images

    Schclar, A. & Averbuch, A., 2019, Computational Intelligence - 9th International Joint Conference, IJCCI 2017, Revised Selected Papers. Madani, K., Merelo, J. J., Warwick, K., Sabourin, C. & Warwick, K. (eds.). Springer Verlag, p. 163-178 16 p. (Studies in Computational Intelligence; vol. 829).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Analytic and directional wavelet packets

    Averbuch, A. Z., Neittaanmäki, P. & Zheludev, V. A., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030914. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Random Diffusion Representations

    Salhov, M. & Averbuch, A., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030852. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Unsupervised detection of sub-pixel objects in hyper-spectral images via diffusion bases

    Schclar, A. & Averbuch, A., 2019, IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence. Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Madani, K., Warwick, K. & Warwick, K. (eds.). SciTePress, p. 496-501 6 p. (IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2020

    A diffusion dimensionality reduction approach to background subtraction in video sequences

    Dushnik, D., Schclar, A., Averbuch, A. & Saabni, R., 2020, IJCCI 2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence. Merelo, J. J., Garibaldi, J., Wagner, C., Back, T., Madani, K. & Warwick, K. (eds.). SciTePress, Vol. 1. p. 294-300 7 p. (IJCCI 2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A manifold learning framework for the detection of cardiac disorders in acoustic signals

    Hochman, K., Averbuch, A., Schclar, A. & Saabni, R., 2020, ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 192-197 6 p. (ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Dual-camera snapshot spectral imaging with pupil-domain binary optical diffuser and Compressed Sensing algorithms

    Hauser, J., Golub, M. A., Averbuch, A., Nathan, M., Zheludev, V. A. & Kagan, M., 2020, Computational Optical Sensing and Imaging, COSI 2020. The Optical Society, JF2F.3. (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review