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primary topic: LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM

LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM
type: Thesis
type: Article
abstract: Landslides pose a significant threat to life and property. This research aims to develop a machine-learning model to predict landslide occurrences, focusing on logistic regression. Key factors such as inclination, vibration, humidity, and precipitation thresholds are considered to categorize areas into risk levels: safe, warning, alert, and danger. To address the challenges of real world data acquisition, a simulated environment was employed to generate a comprehensive dataset. The developed model achieved an accuracy of 84% on the validation dataset, demonstrating its potential for accurate landslide prediction. This research contributes to the advancement of early warning systems and risk mitigation strategies for landslide-prone areas.
date: 2025-07-30
is part of: Landslide Prediction Data Processing Using Logistic Regression Algorithm
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ThesisEPrint
is part of: repository
has document: LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM (Text)
subject: Q Science (General)
subject: QE Geology
subject: TK Electrical engineering. Electronics Nuclear engineering

LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM (Text)
type: Document
has file: TA_ART_S_TE_2140188_SK.pdf
has part: TA_ART_S_TE_2140188_SK.pdf

LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM (Text)
type: Document

Universitas Pendidikan Indonesia
type: Organization

KODEPRODI83201#Pendidikan_Teknik_Elektro_S1, Universitas Pendidikan Indonesia
type: Organization

IEEE
type: Organization

Landslide Prediction Data Processing Using Logistic Regression Algorithm
type: Collection
issn: 28321456

- Arjuni Budi Pantjawati
type: Person
given name: -
family name: Arjuni Budi Pantjawati

- Alvin Dzaki Pratama Darmawan
type: Person
given name: -
family name: Alvin Dzaki Pratama Darmawan

- Aip Saripudin
type: Person
given name: -
family name: Aip Saripudin

HTML Summary of #143773 LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM
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primary topic: LANDSLIDE PREDICTION DATA PROCESSING USING LOGISTIC REGRESSION ALGORITHM

Q Science (General)
type: Concept

QE Geology
type: Concept

TK Electrical engineering. Electronics Nuclear engineering
type: Concept