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Publications of Paul L Bendich    :chronological  alphabetical  combined  bibtex listing:

Papers Published

  1. Bendich, P; Gasparovic, E; Harer, J; Tralie, C, Geometric models for musical audio data, LIPIcs, vol. 51 (June, 2016), pp. 65.1-65.5, ISBN 9783959770095 [doi]  [abs]
  2. Bendich, P; Gasparovic, E; Harer, J; Izmailov, R; Ness, L, Multi-scale local shape analysis and feature selection in machine learning applications, Proceedings of the International Joint Conference on Neural Networks, vol. 2015-September (September, 2015), pp. 1-8 [arXiv:1410.3169], [repository], [doi]  [abs]
  3. Munch, E; Turner, K; Bendich, P; Mukherjee, S; Mattingly, J; Harer, J, Probabilistic Fr├ęchet Means for Time Varying Persistence Diagrams, vol. 9 no. 1 (January, 2015), pp. 1173-1204 [1307.6530v3], [doi]  [abs]
  4. Rouse, D; Watkins, A; Porter, D; Harer, J; Bendich, P; Strawn, N; Munch, E; Desena, J; Clarke, J; Gilbert, J; Chin, S; Newman, A, Feature-aided multiple hypothesis tracking using topological and statistical behavior classifiers, Proceedings of SPIE - The International Society for Optical Engineering, vol. 9474 (January, 2015), ISBN 9781628415902 [doi]  [abs]
  5. Liz Munch, Paul Bendich, Kate Turner, Sayan Mukherjee, Jonathan Mattingly, and John Harer, Probabalistic Frechet Means and Statistics on Vineyards, Electronic Journal of Statistics, vol. 9 (2015), pp. 1173-1204 [6530]  [abs] [author's comments]
  6. Christopher J Tralie and Paul Bendich, Cover Song Identification with Timbral Shape, Proceedings of the 16th International Society for Music Information Retrieval (2015), pp. 38-44 [1507.05143]  [abs]
  7. Tralie, CJ; Bendich, P, Cover Song Identification with Timbral Shape Sequences, Proc. of Int. Symp. on Music Inf. Retrieval (2015), pp. 38-44 [1507.05143v1]  [abs]
  8. Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, and Amit Patel, Homology and Robustness of Level and Interlevel Sets, edited by Gunnar Carlsson, Homology, Homotopy, and Applications, vol. 15 no. 1 (March, 2013), pp. 51-72  [abs]
  9. with Bendich, P; Wang, B; Mukherjee, S, Local homology transfer and stratification learning, Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms (2012), pp. 1355-1370  [abs]
  10. with Bendich, P; Cabello, S; Edelsbrunner, H, A point calculus for interlevel set homology, Pattern Recognition Letters, vol. 33 no. 11 (August, 2012), pp. 1436-1444, ISSN 0167-8655 [doi]  [abs]
  11. Bendich, P; Edelsbrunner, H; Morozov, D; Patel, A, Homology and Robustness of Level and Interlevel Sets (February, 2011) [1102.3389v1]  [abs]
  12. with Bendich, P; Galkovskyi, T; Harer, J, Improving homology estimates with random walks, Inverse Problems, vol. 27 no. 12 (2011), ISSN 0266-5611 [doi]  [abs]
  13. with Bendich, P; Harer, J, Persistent Intersection Homology, Foundations of Computational Mathematics, vol. 11 no. 3 (2011), pp. 305-336, ISSN 1615-3375 [doi]  [abs]
  14. Bendich, P; Mukherjee, S; Wang, B, Stratification learning through homology inference, AAAI Fall Symposium - Technical Report, vol. FS-10-06 (December, 2010), pp. 10-17  [abs]
  15. with Bendich, P; Edelsbrunner, H; Kerber, M, Computing robustness and persistence for images., IEEE Transactions on Visualization and Computer Graphics, vol. 16 no. 6 (2010), pp. 1251-1260, ISSN 1077-2626 [doi]  [abs]
  16. Bendich, P; Mukherjee, S; Wang, B, Towards Stratification Learning through Homology Inference (August, 2010) [1008.3572v1]  [abs]
  17. with Bendich, P; Edelsbrunner, H; Morozov, D; Patel, A, The robustness of level sets, Lecture notes in computer science, vol. 6346 LNCS no. PART 1 (2010), pp. 1-10, ISSN 0302-9743 [doi]  [abs]
  18. with Bendich, P; Edelsbrunner, H; Kerber, M; Patel, A, Persistent homology under non-uniform error, Lecture notes in computer science, vol. 6281 LNCS (2010), pp. 12-23, ISSN 0302-9743 [doi]  [abs]
  19. with David Cohen-Steiner, Herbert Edelsbrunner, John Harer, and Dmitriy Morozov, Inferring Local Homology from Sampled Stratified Spaces, In Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science, pages 536-546, 2007. (2007)

Papers Accepted

  1. Bendich, P; Chin, SP; Clark, J; Desena, J; Harer, J; Munch, E; Newman, A; Porter, D; Rouse, D; Strawn, N; Watkins, A, Topological and statistical behavior classifiers for tracking applications, IEEE Transactions on Aerospace and Electronic Systems, vol. 52 no. 6 (December, 2016), pp. 2644-2661 [doi]  [abs]
  2. Bendich, P; Marron, JS; Miller, E; Pieloch, A; Skwerer, S, Persistent Homology Analysis of Brain Artery Trees., The annals of applied statistics, vol. 10 no. 1 (January, 2016), pp. 198-218, ISSN 1932-6157 (to appear.) [repository], [doi]  [abs]

Papers Submitted

  1. Paul Bendich, Ellen Gasparovic, John Harer, and Christopher J. Tralie, Scaffoldings and Spines: Organizing High-Dimensional Data Using Cover Trees, Local Principal Component Analysis, and Persistent Homology (2016) [1602.06245]
  2. Paul Bendich and Peter Bubenik, Stabilizing the output of persistent homology computations, Proc. 2016 Symposium on Computational Geometry (2015) [1512.01700]
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