1987 …2021

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  • 2021

    A distance-based scheme for reducing bandwidth in distributed geometric monitoring

    Alfassi, Y., Gabel, M., Yehuda, G. & Keren, D., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 1164-1175 12 p. 9458612. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

  • 2018

    Violation Resolution in Distributed Stream Networks

    Ben-David, D., Sagy, G., Abboud, A., Keren, D. & Schuster, A., 2018, Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation - Third International Conference, ICC3 2017, Proceedings. Subramaniam, A., Grana, M., Ganapathi, G., Balusamy, S., Natarajan, R. & Ramanathan, P. (eds.). Springer Verlag, p. 144-171 28 p. (Communications in Computer and Information Science; vol. 844).

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

  • 2017

    Anarchists, unite: Practical entropy approximation for distributed streams

    Gabel, M., Keren, D. & Schuster, A., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 837-846 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

  • Monitoring Properties of Large, Distributed, Dynamic Graphs

    Yehuda, G., Keren, D. & Akaria, I., 30 Jun 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 2-11 10 p. 7967090. (Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017).

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

  • One for all and all for one: Simultaneous approximation of multiple functions over distributed streams

    Lazerson, A., Gabel, M., Keren, D. & Schuster, A., 8 Jun 2017, DEBS 2017 - Proceedings of the 11th ACM International Conference on Distributed Event-Based Systems. Association for Computing Machinery, Inc, p. 203-214 12 p. (DEBS 2017 - Proceedings of the 11th ACM International Conference on Distributed Event-Based Systems).

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

  • 2016

    Lightweight monitoring of distributed streams

    Lazerson, A., Keren, D. & Schuster, A., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1685-1694 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

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

  • 2015

    K-hyperplane hinge-minimax classifier

    Osadchy, M., Hazan, T. & Keren, D., 2015, 32nd International Conference on Machine Learning, ICML 2015. Blei, D. & Bach, F. (eds.). International Machine Learning Society (IMLS), p. 1558-1566 9 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 2).

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

  • Monitoring least squares models of distributed streams

    Gabel, M., Keren, D. & Schuster, A., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 319-328 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

  • 2014

    Communication-efficient distributed online prediction by dynamic model synchronization

    Kamp, M., Boley, M., Keren, D., Schuster, A. & Sharfman, I., 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 1 ed. Springer Verlag, p. 623-639 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8724 LNAI, no. PART 1).

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

    Open Access
  • Communication-efficient distributed variance monitoring and outlier detection for multivariate time series

    Gabel, M., Schuster, A. & Keren, D., 2014, Proceedings - IEEE 28th International Parallel and Distributed Processing Symposium, IPDPS 2014. IEEE Computer Society, p. 37-47 11 p. 6877240. (Proceedings of the International Parallel and Distributed Processing Symposium, IPDPS).

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

  • Monitoring distributed, heterogeneous data streams: The emergence of safe zones

    Keren, D., Sagy, G., Abboud, A., Ben-David, D., Schuster, A., Sharfman, I. & Deligiannakis, A., 2014, Applied Algorithms - 1st International Conference, ICAA 2014, Proceedings. Gupta, P. & Zaroliagis, C. (eds.). Springer Verlag, p. 17-28 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8321).

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

  • Monitoring distributed data streams through node clustering

    Barouti, M., Keren, D., Kogan, J. & Malinovsky, Y., 2014, Machine Learning and Data Mining in Pattern Recognition - 10th International Conference, MLDM 2014, Proceedings. Springer Verlag, p. 149-162 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8556 LNAI).

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

  • 2012

    Hybrid classifiers for object classification with a rich background

    Osadchy, M., Keren, D. & Fadida-Specktor, B., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 5 ed. p. 284-297 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7576 LNCS, no. PART 5).

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

    Open Access
  • 2010

    A geometric approach to monitoring threshold functions over distributed data streams

    Sharfman, I., Schuster, A. & Keren, D., 2010, Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications. May, M. & Saitta, L. (eds.). p. 163-186 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6202 LNAI).

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

  • 2008

    Applying two-pixel features to face detection

    Ido, N., Daniel, K. & Werman, M., 2008, SITIS 2008 - Proceedings of the 4th International Conference on Signal Image Technology and Internet Based Systems. p. 65-69 5 p. 4725788. (SITIS 2008 - Proceedings of the 4th International Conference on Signal Image Technology and Internet Based Systems).

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

  • Shape sensitive geometric monitoring

    Sharfman, I., Schuster, A. & Keren, D., 2008, PODS'08: Proceedings of the 27th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems 2008. p. 301-310 10 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

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

  • 2007

    Aggregate threshold queries in sensor networks

    Sharfman, I., Schuster, A. & Keren, D., 2007, Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM. 4228025. (Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM).

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

  • Multi-camera topology recovery from coherent motion

    Mandel, Z., Shimshoni, I. & Keren, D., 2007, 2007 1st ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC. p. 243-250 8 p. 4357530. (2007 1st ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC).

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

  • 2006

    A geometric approach to monitoring threshold functions over distributed data streams

    Sharfman, I., Schuster, A. & Keren, D., 2006, SIGMOD 2006 - Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 301-312 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Incorporating the Boltzmann prior in object detection using SVM

    Osadchy, M. & Keren, D., 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 2095-2101 7 p. 1641010. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

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

  • Spline-based robot navigation

    Magid, E., Keren, D., Rivlin, E. & Yavneh, I., 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006. p. 2296-2301 6 p. 4058728. (IEEE International Conference on Intelligent Robots and Systems).

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

  • 2005

    Analyzing symmetry in biological systems

    Milner, D., Hel-Or, H., Keren, D., Raz, S. & Nevo, E., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 361-364 4 p. 1529762. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

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

  • 2000

    Anti-faces for detection

    Keren, D., Osadchy, M. & Gotsman, C., 2000, Computer Vision - ECCV 2000 - 6th European Conference on Computer Vision, Proceedings. Vernon, D. (ed.). Springer Verlag, p. 134-148 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1842).

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

  • Topology preserving inside-outside functions for simple closed curves

    Ben-Bassat, L. & Keren, D., 2000, 21st IEEE Convention of the Electrical and Electronic Engineers in Israel, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 110-113 4 p. 924337. (21st IEEE Convention of the Electrical and Electronic Engineers in Israel, Proceedings).

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

  • 1998

    Recognizing surfaces using curve invariants and differential properties of curves and surfaces

    Keren, D., Rivlin, E., Shimshoni, I. & Weiss, I., 1998, Proceedings - IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 3375-3381 7 p. 680959. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 4).

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

  • Recovering Surface Invariants from Curves

    KEREN, DANIEL., Rivlin, E. & SHIMSHONI, ILAN., 1998, Proc. DARPA Image Understanding Workshop. p. 1221–1228

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

  • 1994

    A Bayesian framework for regularization

    Keren, D. & Werman, M., 1994, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 72-76 5 p. (Proceedings - International Conference on Pattern Recognition; vol. 3).

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

  • Integrating algebraic curves and surfaces, algebraic invariants and bayesian methods for 2D and 3D object recognition

    Keren, D., Subrahmonia, J. & Cooper, D. B., 1994, Applications of Invariance in Computer Vision - 2nd Joint European - US Workshop, Proceedings. Mundy, J. L., Zisserman, A. & Forsyth, D. (eds.). Springer Verlag, p. 493-510 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 825 LNCS).

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

  • 1993

    Bayesian methods for the use of implicit polynomials and algebraic invariants in practical computer vision

    Subrahmonia, J., Keren, D. & Cooper, D. B., 1993, Proceedings of SPIE - The International Society for Optical Engineering. Publ by Int Soc for Optical Engineering, p. 104-117 14 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1830).

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

  • Computing correspondence based on regions and invariants without feature extraction and segmentation

    Lee, C. Y., Cooper, D. B. & Keren, D., 1993, IEEE Computer Vision and Pattern Recognition. Anon (ed.). Publ by IEEE, p. 655-656 2 p. (IEEE Computer Vision and Pattern Recognition).

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

  • Recognizing mice, vegetables and hand printed characters based on implicit polynomials, invariants and Bayesian methods

    Subrahmonia, J., Keren, D. & Cooper, D. B., 1993, 1993 IEEE 4th International Conference on Computer Vision. Publ by IEEE, p. 320-324 5 p. (1993 IEEE 4th International Conference on Computer Vision).

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

  • 1992

    Robust object recognition based on implicit algebraic curves and surfaces

    Keren, D., Subrahmonia, J. & Cooper, D. B., 1992, Proceedings CVPR 1992 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 791-794 4 p. 223171. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1992-June).

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

  • 1990

    Segmentation by minimum length encoding

    Keren, D., Marcus, R., Werman, M. & Peleg, S., 1990, Proceedings - International Conference on Pattern Recognition. Publ by IEEE, p. 681-683 3 p. (Proceedings - International Conference on Pattern Recognition; vol. 1).

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

  • Variations on regularization

    Keren, D. & Werman, M., 1990, Proceedings - International Conference on Pattern Recognition. Publ by IEEE, p. 93-98 6 p. (Proceedings - International Conference on Pattern Recognition; vol. 1).

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

  • 1988

    Image sequence enhancement using sub-pixel displacements.

    Keren, D., Peleg, S. & Brada, R., 1988, Proc CVPR 88 Comput Soc Conf on Comput Vision and Pattern Recognit. Publ by IEEE, p. 742-746 5 p. (Proc CVPR 88 Comput Soc Conf on Comput Vision and Pattern Recognit).

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