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Intrinsic dimension (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Intrinsic dimension" in English language version.

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15doi.org
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  • Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael (2015-08-10). "Estimating Local Intrinsic Dimensionality". Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD '15. Sydney, NSW, Australia: Association for Computing Machinery. pp. 29–38. doi:10.1145/2783258.2783405. ISBN 978-1-4503-3664-2. S2CID 16058196.
  • Houle, M. E.; Kashima, H.; Nett, M. (2012). "Generalized Expansion Dimension". 2012 IEEE 12th International Conference on Data Mining Workshops. pp. 587–594. doi:10.1109/ICDMW.2012.94. ISBN 978-1-4673-5164-5. S2CID 8336466.
  • Thordsen, Erik; Schubert, Erich (2020). "ABID: Angle Based Intrinsic Dimensionality". In Satoh, Shin'ichi; Vadicamo, Lucia; Zimek, Arthur; Carrara, Fabio; Bartolini, Ilaria; Aumüller, Martin; Jónsson, Björn Þór; Pagh, Rasmus (eds.). Similarity Search and Applications. Lecture Notes in Computer Science. Vol. 12440. Cham: Springer International Publishing. pp. 218–232. arXiv:2006.12880. doi:10.1007/978-3-030-60936-8_17. ISBN 978-3-030-60936-8. S2CID 219980390.
  • Camastra, Francesco; Staiano, Antonino (2016-01-20). "Intrinsic dimension estimation: Advances and open problems". Information Sciences. 328: 26–41. doi:10.1016/j.ins.2015.08.029. ISSN 0020-0255.
  • Facco, Elena; d’Errico, Maria; Rodriguez, Alex; Laio, Alessandro (2017-09-22). "Estimating the intrinsic dimension of datasets by a minimal neighborhood information". Scientific Reports. 7 (1): 12140. arXiv:1803.06992. Bibcode:2017NatSR...712140F. doi:10.1038/s41598-017-11873-y. ISSN 2045-2322. PMC 5610237. PMID 28939866.
  • Shepard, Roger N. (1962). "The analysis of proximities: Multidimensional scaling with an unknown distance function. I.". Psychometrika. 27 (2): 125–140. doi:10.1007/BF02289630. S2CID 186222646.
  • Shepard, Roger N. (1974). "Representation of structure in similarity data: Problems and prospects". Psychometrika. 39 (4): 373–421. doi:10.1007/BF02291665. S2CID 121704645.
  • Bennett, Robert S. (September 1969). "The intrinsic dimensionality of signal collections". IEEE Transactions on Information Theory. 15 (5): 517–525. doi:10.1109/TIT.1969.1054365.
  • Fukunaga, K.; Olsen, D. R. (1971). "An algorithm for finding intrinsic dimensionality of data". IEEE Transactions on Computers. 20 (2): 176–183. doi:10.1109/T-C.1971.223208. S2CID 30206700.
  • Pettis, K. W.; Bailey, Thomas A.; Jain, Anil K.; Dubes, Richard C. (1979). "An intrinsic dimensionality estimator from near-neighbor information". IEEE Transactions on Pattern Analysis and Machine Intelligence. 1 (1): 25–37. doi:10.1109/TPAMI.1979.4766873. PMID 21868828. S2CID 2196461.
  • Trunk, G. V. (1976). "Statistical estimation of the intrinsic dimensionality of a noisy signal collection". IEEE Transactions on Computers. 100 (2): 165–171. doi:10.1109/TC.1976.5009231. S2CID 1181023.
  • Grassberger, P.; Procaccia, I. (1983). "Measuring the strangeness of strange attractors". Physica D: Nonlinear Phenomena. 9 (1–2): 189–208. Bibcode:1983PhyD....9..189G. doi:10.1016/0167-2789(83)90298-1.
  • Takens, F. (1984). "On the numerical determination of the dimension of an attractor". In Tong, Howell (ed.). Dynamical Systems and Bifurcations, Proceedings of a Workshop Held in Groningen, The Netherlands, April 16-20, 1984. Lecture Notes in Mathematics. Vol. 1125. Springer-Verlag. pp. 99–106. doi:10.1007/BFb0075637. ISBN 3540394117.
  • Chavez, E. (2001). "Searching in metric spaces". ACM Computing Surveys. 33 (3): 273–321. doi:10.1145/502807.502808. hdl:10533/172863. S2CID 3201604.
  • Pestov, V. (2008). "An axiomatic approach to intrinsic dimension of a dataset". Neural Networks. 21 (2–3): 204–213. arXiv:0712.2063. doi:10.1016/j.neunet.2007.12.030. PMID 18234471. S2CID 2309396.

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dtic.mil

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harvard.edu

ui.adsabs.harvard.edu

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ieee.org

ieeexplore.ieee.org

nih.gov

pubmed.ncbi.nlm.nih.gov

ncbi.nlm.nih.gov

sciencedirect.com

semanticscholar.org

api.semanticscholar.org

  • Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael (2015-08-10). "Estimating Local Intrinsic Dimensionality". Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD '15. Sydney, NSW, Australia: Association for Computing Machinery. pp. 29–38. doi:10.1145/2783258.2783405. ISBN 978-1-4503-3664-2. S2CID 16058196.
  • Houle, M. E.; Kashima, H.; Nett, M. (2012). "Generalized Expansion Dimension". 2012 IEEE 12th International Conference on Data Mining Workshops. pp. 587–594. doi:10.1109/ICDMW.2012.94. ISBN 978-1-4673-5164-5. S2CID 8336466.
  • Thordsen, Erik; Schubert, Erich (2020). "ABID: Angle Based Intrinsic Dimensionality". In Satoh, Shin'ichi; Vadicamo, Lucia; Zimek, Arthur; Carrara, Fabio; Bartolini, Ilaria; Aumüller, Martin; Jónsson, Björn Þór; Pagh, Rasmus (eds.). Similarity Search and Applications. Lecture Notes in Computer Science. Vol. 12440. Cham: Springer International Publishing. pp. 218–232. arXiv:2006.12880. doi:10.1007/978-3-030-60936-8_17. ISBN 978-3-030-60936-8. S2CID 219980390.
  • Shepard, Roger N. (1962). "The analysis of proximities: Multidimensional scaling with an unknown distance function. I.". Psychometrika. 27 (2): 125–140. doi:10.1007/BF02289630. S2CID 186222646.
  • Shepard, Roger N. (1974). "Representation of structure in similarity data: Problems and prospects". Psychometrika. 39 (4): 373–421. doi:10.1007/BF02291665. S2CID 121704645.
  • Fukunaga, K.; Olsen, D. R. (1971). "An algorithm for finding intrinsic dimensionality of data". IEEE Transactions on Computers. 20 (2): 176–183. doi:10.1109/T-C.1971.223208. S2CID 30206700.
  • Pettis, K. W.; Bailey, Thomas A.; Jain, Anil K.; Dubes, Richard C. (1979). "An intrinsic dimensionality estimator from near-neighbor information". IEEE Transactions on Pattern Analysis and Machine Intelligence. 1 (1): 25–37. doi:10.1109/TPAMI.1979.4766873. PMID 21868828. S2CID 2196461.
  • Trunk, G. V. (1976). "Statistical estimation of the intrinsic dimensionality of a noisy signal collection". IEEE Transactions on Computers. 100 (2): 165–171. doi:10.1109/TC.1976.5009231. S2CID 1181023.
  • Chavez, E. (2001). "Searching in metric spaces". ACM Computing Surveys. 33 (3): 273–321. doi:10.1145/502807.502808. hdl:10533/172863. S2CID 3201604.
  • Pestov, V. (2008). "An axiomatic approach to intrinsic dimension of a dataset". Neural Networks. 21 (2–3): 204–213. arXiv:0712.2063. doi:10.1016/j.neunet.2007.12.030. PMID 18234471. S2CID 2309396.

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