Jan 01, 1970
Nhoroondo itsva
Kuzarura Nzira Masiginicha: Kiyi yeGeometric Insights muData
Kurebesa; Kuverenga
Nzira siginicha, inotsanangurwa seyakadzokororwa inosanganisirwa, inopa yakapfuma inomiririra nzira nekutora yavo geometric uye topological zvimiro. Ichi chinoshandura chishandiso chinosimudzira kuongororwa kwedata, ichipa manzwisisiro akadzama muzvimiro zvakatevedzana.Vanyori:
(1) Guillaume Staerman, INRIA, CEA, Univ. Paris-Saclay, France;
(2) Marta Campi, CERIAH, Institut de l'Audition, Institut Pasteur, France;
(3) Gareth W. Peters, Dhipatimendi reDhipatimendi & Applied Probability, University of California Santa Barbara, USA.
Table of Links
2.1. Inoshanda Isolation Sango
3. Signature Isolation Forest Method
4.1. Parameters Sensitivity Analysis
4.2. Zvakanakira (K-)SIF pamusoro peFIF
4.3. Real-data Anomaly Detection Benchmark
5. Hurukuro & Mhedziso, Impact Statements, uye References
Appendikisi
A. Ruzivo Rwokuwedzera Pamusoro peSiginicha
2.2. Siginicha Nzira
Siginecha yegwara inoteedzana yezvakadzokororwa zvakabatanidzwa zvinotora ruzivo rwakakosha nezve nzira yejometri uye topological maficha (Lyons et al., 2007; Fermanian, 2021).
Uyezve, siginicha yeX inotsanangurwa semuunganidzwa usingaperi wekusaina siginicha
Mumwe anogona kureva Lee uye Oberhauser (2023) yeakaundi yeiyo isina kunyorwa kernel siginecha. Onawo Chikamu A muAppendikisi kuti uwane rumwe ruzivo nezve siginecha nemidziyo yayo.
Iri bepa rinowanikwa pa arxiv pasi peCC BY 4.0 DEED rezinesi.
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