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Comparative study of variable importance measurements on identification of vulnerable households

AIP Conference Proceedings, 2022, Vol.2468 (1)

2022

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Model averaging in calibration of near-infrared instruments with correlated high-dimensional data

Journal of applied statistics, 2024-01, Vol.51 (2), p.279-297

2024

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Bias correction and ensemble techniques in statistical downscaling model for rainfall prediction using Tweedie-LASSO in West Java, Indonesia

Journal of agrometeorology, 2024-09, Vol.26 (3), p.324-330

2024

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Exploring the Potential Impact of Ginger Consumption on the Duration of COVID-19 Recovery: A Propensity Score Matching using Random Forest

IOP conference series. Earth and environmental science, 2024-06, Vol.1359 (1), p.12139

2024

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Topic modelling and hotel rating prediction based on customer review in Indonesia

International journal of management and decision making, 2021, Vol.20 (3), p.282

2021

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Unifying Variable Importance Scores from Different Machine Learning Models Using Simulated Annealing

Ingénierie des systèmes d'Information, 2024-04, Vol.29 (2), p.649-657

2024

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AMAZonn (A Multicollinearity-adjusted Adaptive LASSO for Zero-infated Count Regression) with Weight of Expectation Maximization Standard Error Adaptive LASSO (SEAL AL) for Zero Inflated Poisson Data

Journal of physics. Conference series, 2021-02, Vol.1776 (1), p.12050

2021

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The Role of 7P Marketing Mix toward Consumer Satisfaction and Loyalty of XYZ Beauty Clinic

Journal of consumer sciences (Online), 2024-01, Vol.9 (1), p.40-62

2024

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COMPARISON OF LOGISTIC MODEL TREE AND RANDOM FOREST ON CLASSIFICATION FOR POVERTY IN INDONESIA

Media statistika (Online), 2023-12, Vol.16 (2), p.112-123

2023

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Studi bibliometrik tentang trend penelitian restrukturisasi organisasi riset menggunakan VOSviewer

Berkala ilmu perpustakaan dan informasi, 2023-11, Vol.19 (2), p.346-359

2023

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Deep Learning Image Classification Rontgen Dada pada Kasus Covid-19 Menggunakan Algoritma Convolutional Neural Network

Jurnal teknologi informasi dan ilmu komputer (Online), 2023-10, Vol.10 (5), p.973-982

2023

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Does Subjective Well-Being and Perceived Organizational Can Support Startup Employees’ Performance During Hybrid Workforce Era?

Jurnal Aplikasi Bisnis dan Manajemen, 2023-09, Vol.9 (3), p.784-784

2023

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Effect of Product Attributes, Promotions, and Motivation on Subsidized Home Buying Decisions

Jurnal Aplikasi Bisnis dan Manajemen, 2023-09, Vol.9 (3), p.819-819

2023

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Study on the performance of Robust LASSO in determining important variables data with outliers

Jurnal natural, 2023-03, Vol.23 (1), p.9-15

2023

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Perbandingan Kerja Binomial GLMM Tree dan BIMM Forest untuk Memodelkan Status Bekerja Penduduk

Jurnal teknologi informasi dan ilmu komputer (Online), 2024-02, Vol.11 (1), p.95-106

2024

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Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models

Geospatial health, 2024-10, Vol.19 (2)

2024

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Investigating The Asymmetric Effect of Food Commodity Price on The Volatility in Indonesia

Jurnal manajemen & agribisnis, 2023-11, Vol.20 (3), p.440-440

2023

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Rainfall modeling with CMIP6-DCPP outputs and local characteristic information using eigenvector spatial filtering varying coefficient (ESF-VC)

Journal of agrometeorology, 2024-09, Vol.26 (3), p.311-317

2024

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EXTRA TREES METHOD FOR STOCK PRICE FORECASTING WITH ROLLING ORIGIN ACCURACY EVALUATION

Media statistika (Online), 2022-07, Vol.15 (1), p.36-47

2022

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Implementation of Winsorizing and random oversampling on data containing outliers and unbalanced data with the random forest classification method

Jurnal natural, 2022-06, Vol.22 (2), p.108-116

2022

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A STUDY OF GENERALIZED LINEAR MIXED MODEL FOR COUNT DATA USING HIERARCHICAL BAYES METHOD

Media statistika (Online), 2022-01, Vol.14 (2), p.194-205

2022

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Pemodelan topik pada dokumen paten terkait pupuk di Indonesia berbasis Latent Dirichlet Allocation

Berkala ilmu perpustakaan dan informasi, 2021-11, Vol.17 (2), p.168-180

2021

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A Combination of Generalized Linear Mixed Model and LASSO Methods for Estimating Number of Patients Covid 19 in the Intensive Care Units

Cauchy, 2021-11, Vol.7 (1), p.13-21

2021

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Performance of LAD-LASSO and WLAD-LASSO on High Dimensional Regression in Handling Data Containing Outliers

JTAM (Jurnal Teori dan Aplikasi Matematika) (Online), 2022-10, Vol.6 (4), p.844-856

2022

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Application of SHAP on CatBoost classification for identification of variabels characterizing food insecurity occurrences in Aceh Province households

Jurnal natural, 2023-10, Vol.23 (3), p.230-244

2023

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Comparative study of variable importance measurements on identification of vulnerable households

Model averaging in calibration of near-infrared instruments with correlated high-dimensional data

Bias correction and ensemble techniques in statistical downscaling model for rainfall prediction using Tweedie-LASSO in West Java, Indonesia

Exploring the Potential Impact of Ginger Consumption on the Duration of COVID-19 Recovery: A Propensity Score Matching using Random Forest

Topic modelling and hotel rating prediction based on customer review in Indonesia

Unifying Variable Importance Scores from Different Machine Learning Models Using Simulated Annealing

AMAZonn (A Multicollinearity-adjusted Adaptive LASSO for Zero-infated Count Regression) with Weight of Expectation Maximization Standard Error Adaptive LASSO (SEAL AL) for Zero Inflated Poisson Data

The Role of 7P Marketing Mix toward Consumer Satisfaction and Loyalty of XYZ Beauty Clinic

COMPARISON OF LOGISTIC MODEL TREE AND RANDOM FOREST ON CLASSIFICATION FOR POVERTY IN INDONESIA

Studi bibliometrik tentang trend penelitian restrukturisasi organisasi riset menggunakan VOSviewer

Deep Learning Image Classification Rontgen Dada pada Kasus Covid-19 Menggunakan Algoritma Convolutional Neural Network

Does Subjective Well-Being and Perceived Organizational Can Support Startup Employees’ Performance During Hybrid Workforce Era?

Effect of Product Attributes, Promotions, and Motivation on Subsidized Home Buying Decisions

Study on the performance of Robust LASSO in determining important variables data with outliers

Perbandingan Kerja Binomial GLMM Tree dan BIMM Forest untuk Memodelkan Status Bekerja Penduduk

Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models

Investigating The Asymmetric Effect of Food Commodity Price on The Volatility in Indonesia

Rainfall modeling with CMIP6-DCPP outputs and local characteristic information using eigenvector spatial filtering varying coefficient (ESF-VC)

EXTRA TREES METHOD FOR STOCK PRICE FORECASTING WITH ROLLING ORIGIN ACCURACY EVALUATION

Implementation of Winsorizing and random oversampling on data containing outliers and unbalanced data with the random forest classification method

A STUDY OF GENERALIZED LINEAR MIXED MODEL FOR COUNT DATA USING HIERARCHICAL BAYES METHOD

Pemodelan topik pada dokumen paten terkait pupuk di Indonesia berbasis Latent Dirichlet Allocation

A Combination of Generalized Linear Mixed Model and LASSO Methods for Estimating Number of Patients Covid 19 in the Intensive Care Units

Performance of LAD-LASSO and WLAD-LASSO on High Dimensional Regression in Handling Data Containing Outliers

Application of SHAP on CatBoost classification for identification of variabels characterizing food insecurity occurrences in Aceh Province households

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