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Kuzarura Nzira Masiginicha: Kiyi yeGeometric Insights muData by@computational

Kuzarura Nzira Masiginicha: Kiyi yeGeometric Insights muData

by Computational Technology for All
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Computational Technology for All

@computational

Computational: We take random inputs, follow complex steps, and hope...

1 min read2024/11/20
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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.
featured image - Kuzarura Nzira Masiginicha: Kiyi yeGeometric Insights muData
Computational Technology for All HackerNoon profile picture
Computational Technology for All

Computational Technology for All

@computational

Computational: We take random inputs, follow complex steps, and hope the output makes sense. And then blog about it.

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STORY’S CREDIBILITY

Academic Research Paper

Academic Research Paper

Part of HackerNoon's growing list of open-source research papers, promoting free access to academic material.

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

Abstract uye 1. Nhanganyaya

2. Background & Preliminaries

2.1. Inoshanda Isolation Sango

2.2. Siginicha Nzira

3. Signature Isolation Forest Method

4. Numerical Experiments

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

B. K-SIF uye SIF Algorithms

C. Kuwedzera Kuedza Kwenhamba

2.2. Siginicha Nzira

Siginecha yegwara inoteedzana yezvakadzokororwa zvakabatanidzwa zvinotora ruzivo rwakakosha nezve nzira yejometri uye topological maficha (Lyons et al., 2007; Fermanian, 2021).


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Uyezve, siginicha yeX inotsanangurwa semuunganidzwa usingaperi wekusaina siginicha


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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.


X REMOVE AD