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  1. @article{k-shape,
  2. author = {Paparrizos, John and Gravano, Luis},
  3. year = {2016},
  4. month = {06},
  5. pages = {69-76},
  6. title = {k-Shape: Efficient and Accurate Clustering of Time Series},
  7. volume = {45},
  8. journal = {ACM SIGMOD Record},
  9. doi = {10.1145/2949741.2949758}
  10. }
  11. @Misc{k-means,
  12. Author = {J. {MacQueen}},
  13. Title = {{Some methods for classification and analysis of multivariate observations.}},
  14. Year = {1967},
  15. Language = {English},
  16. HowPublished = {{Proc. 5th Berkeley Symp. Math. Stat. Probab., Univ. Calif. 1965/66, 1, 281-297 (1967).}},
  17. MSC2010 = {62H30},
  18. Zbl = {0214.46201}
  19. }
  20. @Article{ogClustering,
  21. Author = {Hugo {Steinhaus}},
  22. Title = {{Sur la division des corps mat\'eriels en parties.}},
  23. FJournal = {{Bulletin de l'Acad\'emie Polonaise des Sciences, Classe 3}},
  24. Journal = {{Bull. Acad. Pol. Sci., Cl. III}},
  25. ISSN = {0001-4095},
  26. Volume = {4},
  27. Pages = {801--804},
  28. Year = {1957},
  29. Language = {French},
  30. Zbl = {0079.16403}
  31. }
  32. @article{np-hard,
  33. author = {Garey, M. R. and Johnson, D. S.},
  34. title = {`` Strong ’ ’ NP-Completeness Results: Motivation, Examples, and Implications},
  35. year = {1978},
  36. issue_date = {July 1978},
  37. publisher = {Association for Computing Machinery},
  38. address = {New York, NY, USA},
  39. volume = {25},
  40. number = {3},
  41. issn = {0004-5411},
  42. url = {https://doi.org/10.1145/322077.322090},
  43. doi = {10.1145/322077.322090},
  44. journal = {J. ACM},
  45. month = jul,
  46. pages = {499–508},
  47. numpages = {10}
  48. }
  49. @inproceedings{kplus,
  50. author = {Arthur, David and Vassilvitskii, Sergei},
  51. year = {2007},
  52. month = {01},
  53. pages = {1027-1035},
  54. title = {K-Means++: The Advantages of Careful Seeding},
  55. volume = {8},
  56. journal = {Proc. of the Annu. ACM-SIAM Symp. on Discrete Algorithms},
  57. doi = {10.1145/1283383.1283494}
  58. }
  59. @article{k-shape-use,
  60. author = {J{\"o}rg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer},
  61. title = {Sieve: Actionable Insights from Monitored Metrics in Distributed Systems}
  62. booktitle = {Proceedings of Middleware Conference (Middleware)},
  63. year = {2017},
  64. }
  65. @ARTICLE{state-of-art, author={A. {Ahmad} and S. S. {Khan}}, journal={IEEE Access}, title={Survey of State-of-the-Art Mixed Data Clustering Algorithms}, year={2019}, volume={7}, number={}, pages={31883-31902},}