Program
Abstract Book
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Parallel Sessions
| No | Title | List of Authors | Category | Session Parallel | Room | Youtube Playlist |
| 1 | Characteristics of Child Marriage in West Java Province, 2018 (Using the Generalized Linear Model with Empirical Bayes) | Din Nurika Agustina, Rahmat Sagara, Anang Kurnia | Mixed Model | 1 | 1 | Parallel 1 Room 1 |
| 2 | Generalized Linear Mixed Models: Application for Consumer Price Index in Indonesia | Dimas Anggara, Khairil Anwar Notodiputro, Bagus Sartono | Mixed Model | 1 | 1 | |
| 3 | Generalized Linear Model and Generalized Linear Mixed Model Method for Panel Data Human Development Index (HDI) in Indonesia | Luh Putu Widya Adnyani , Khairil Anwar Notodiputro , Bagus Sartono | Mixed Model | 1 | 1 | |
| 4 | Comparison between Binomial Generalized Linear Mix Models (Binomial GLMM) and Beta-Binomial Hierarchical Generalized Linear Model (Beta-Binomial HGLM) for Modeling Poverty Data in West Java | Siti Rohmah Rohimah, Khairil Anwar Notodiputro, Bagus Sartono | Mixed Model | 1 | 1 | |
| 5 | Spatial Generalized Linier Mixed Model (Case study: Life Expectancy In Java Island) | Riska Mulyani, Asep Saefuddin, Muhammad Nur Aidi | Mixed Model | 1 | 1 | |
| 6 | Small Area Estimation of Internet Users Proportion at Sub District Level in Bogor Regency Using Logistic Mixed Model and Logistic Quantile Mixed Model Approach | Aldino Yanke, Anang Kurnia, Kusman Sadik | Mixed Model | 1 | 2 | Parallel 1 Room 2 |
| 7 | A comparison of fixed effect and mixed effect models in analyzing telecommunication products | Fardilla Rahmawati, Khairil Anwar Notodiputro, La Ode Abdul Rahman | Mixed Model | 1 | 2 | |
| 8 | A DATA ANALYSIS OF HOUSEHOLD EXPENDITURE IN DEPOK CITY USING LINEAR MIXED MODEL | Rita Rahmawati, Khairil Anwar Notodiputro, Bagus Sartono | Mixed Model | 1 | 2 | |
| 9 | Selection of Variables in Logistics Linear Mixed Model with L1-Penalty (Case Study: Low Birth Weight in Indonesia) | Yenni Kurniawati, K A Notodiputro, B Sartono | Mixed Model | 1 | 2 | |
| 10 | Bayesian Premium Calculations of Multiperil Crop Insurance (MPCI) Based on Bayesian Beta Mixed Regression Model | Dian Kusumaningrum, Marta Sundari, Anang Kurnia | Mixed Model | 1 | 2 | |
| 11 | Comparison of Maximum Likelihood Method and Bayesian Method in Spatial Autoregressive (SAR) Model Assessment (Case Study: Diarrhea Disease Modeling in the city of Surabaya) | Fitri Mudia Sari, Luh Putu Widya Adnyani, Anang Kurnia | Spatial Model | 1 | 3 | Parallel 1 Room 3 |
| 12 | The Modelling of Poverty in Java Island 2012 until 2018 using Dynamic Spatial Panel | Asti Nuswantari, Anik Djuraidah, Utami Dyah Syafitri | Spatial Model | 1 | 3 | |
| 13 | The Comparison of Kernel Weighting Functions in Geographically Weighted Logistic Regression in Modeling Poverty Cases in Indonesia in 2020 | Muftih Alwi Aliu, Fahrezal Zubedi, Lailany Yahya | Spatial Model | 1 | 3 | |
| 14 | MODELLING OF THE NUMBER OF MALNUTRITION IN EAST JAVA PROVINCE USING GEOGRAPHICALLY WEIGHTED NEGATIVE BINOMIAL REGRESSION | Annisa Priliya Ayu Maharani | Spatial Model | 1 | 3 | |
| 15 | Simultaneous Spatial Autoregressive Generalized Two-Stage Least Square Panel Data Model With Fixed Effect and Two Way Error Component of Inclusive Growth Indicators in Indonesia | Agus Muslim, I Made Sumertajaya, Noer Azzam Achsani, I Gusti Putu Purnaba, Utami Dyah Syafitri | Spatial Model | 1 | 3 | |
| 16 | The Labor Force Participation of Individuals Age 50 Years and Over in Indonesia | Nenden Budiarti , Sutyastie Soemitro , Raden Muhamad Purnagunawan , Bayu Kharisma | Other limited dist resp var | 1 | 4 | Parallel 1 Room 4 |
| 17 | Comparison between poisson, quasi-poisson, and negative binomial regression in analyzing under-five children malnutrition cases in east java | Zafira Fakhriyah, Pika Silvianti , Kusman Sadik | Other limited dist resp var | 1 | 4 | |
| 18 | Bayesian Spatial Conditional Autoregressive (CAR) Leroux Model of Covid-19 Cases in Makassar, Indonesia | Aswi Aswi, Muhammad Arif Tiro , Zulifli Rais | Spatial Model | 1 | 4 | |
| 19 | Modelling Poverty Rates with Generalized Poisson Regression | Dian Handayani , Vera Maya Santi , Qorry Meidianingsih , Amanda Faisa Artari , Winda Safitri | Other limited dist resp var | 1 | 4 | |
| 20 | Life Expectancy Rate Modeling using Random Forest and Geographically Weighted Regression | Herlin Fransiska, L M Anwar, D S Rini | Spatial Model | 1 | 4 | |
| 21 | The Spatial Analysis of Human Development Index (HDI) Using Geographically Weighted Logistic Regression (GWLR) with Adaptive Tricube Kernel | Indah Manfaati Nur | Spatial Model | 1 | 4 | |
| 22 | A Comparison of variance- corrected and frailty survival model in birth intervals | Mahsa Saadati, Arezoo Bagheri | Survival analysis | 2 | 1 | Parallel 2 Room 1 |
| 23 | Unemployment Exit Duration Among Youth in the Era of COVID-19 Pandemic in Indonesia | Nurmawiya , Indrasti Putri Utami Batubara | Survival analysis | 2 | 1 | |
| 24 | Log-Logistics Cox Model for Simulated Partly Interval Censored Data In the present of imputations techniques | Faiz Elfaki | Survival analysis | 2 | 1 | |
| 25 | Modified Diagnostics for Survival Regression Model with Right and Interval Censored Data. | Jayanthi Arasan | Survival analysis | 2 | 1 | |
| 26 | Which random survival forest is convenient for analyzing current survival marriage? | Arezoo Bagheri | Survival analysis | 2 | 1 | |
| 27 | Marriage tolerance survival analysis | Mahsa Saadati | Survival analysis | 2 | 1 | |
| 28 | Pandemic and Optimal Portfolio Selection Based on Google Trends Data | Evita Purnaningrum, Heny Afifatul Mu’asyaroh | Other | 2 | 2 | Parallel 2 Room 2 |
| 29 | A Literature Review of Web Scrapping for Sentiment Analysis on Covid-19 News | Rahmatin Amalia, Kusman Sadik, Khairil Notodiputro | Other | 2 | 2 | |
| 30 | Stock Market Anomaly Detection: Case Study of China’s Securities Market Insider Trading | Hui Shein Wong, Nancy Ling, Anwar Fitrianto | Time Series | 2 | 2 | |
| 31 | TOURISM CONDITION IN INDONESIA AFTER ONE YEAR COVID-19 PANDEMIC | Nensi Fitria Deli, Risnanta Wildan Sambodo, Setia Pramana, Thosan Girisona Suganda | Other | 2 | 2 | |
| 32 | The Impact of the COVID-19 Pandemic on the Employment in the Tourism Sector | Ana Lailatul Fitriyani , Setia Pramana | Other | 2 | 2 | |
| 33 | Dr: The multilevel effect of economic insecurity on social insecurity | Arezoo Bagheri | SEM | 2 | 3 | Parallel 2 Room 3 |
| 34 | Application of Confirmatory Composite Analysis with Correlated Error on Multidimensional Poverty | Rudi Salam, I Made Sumertajaya, Ahmad Ansori Mattjik, Anang Kurnia, Timbang Sirait | SEM | 2 | 3 | |
| 35 | Spatio Temporal Random Effect Models for Child Labor Mapping | Ita Wulandari, Anwar Fitrianto, Anik Djuraidah, I Made Sumertajaya | Mixed Model | 2 | 3 | |
| 36 | A Comparison of the Principal Component Regression Methods and the Robust Principal Component Regression With Minimum Vector Variance in Statistical Downscaling Models | Sitti Sahriman, Andi Kresna Jaya, A. Muh. Amil Siddik | Mixed Model | 2 | 3 | |
| 37 | Understanding Convolved Gaussian Process Priors for Multivariate Non Linear Regression | A'yunin Sofro | Mixed Model | 2 | 3 | |
| 38 | Modelling and Forecasting Cash Outflow-Inflow Using Arima-Feedforward Neural Network | Marieta Monica, Agus Suharsono, Bambang Widjanarko Otok, Aryo Wibisono | Time Series | 3 | 1 | Parallel 3 Room 1 |
| 39 | Comparison of Stock Price Model with GBM and ABM for the Share Price of PT. Ciputra Development Tbk | Adi Setiawan | Time Series | 3 | 1 | |
| 40 | Modelling Weekly COVID-19 New Cases in Jakarta with Growth Curve Time Series Models | Putri Azizatun Hidayati , Khairil Anwar Notodiputro, Anang Kurnia | Time Series | 3 | 1 | |
| 41 | Forecasting Red Chili Production at the National Level with the ARIMA Model and Transfer Function Model | Ratna Nur Mustika Sanusi, Farit Mochamad Afendi , Agus Santoso , Widhiyanti Nugraheni | Time Series | 3 | 1 | |
| 42 | Multi-Input Transfer Function Model for Covid-19 Incidences in Jakarta | Meicheil Yohansa, Khairil Anwar Notodiputro, Erfiani Erfiani | Time Series | 3 | 1 | |
| 43 | Code-Switching for Indonesian Natural Language Understanding | Garry Kuwanto, Fabian Zhafransyah, Taufiq Husada Daryanto, Derry Wijaya | Other | 3 | 2 | Parallel 3 Room 2 |
| 44 | Bi-response Nonparametric Modeling using Hybrid Multivariate Adaptive Regression Spline and Support Vector Regression (MARS-SVR) | Istiqlal Abadiyah Sukma Putri, Hari Wijayanto, Aji Hamim Wigena | Other | 3 | 2 | |
| 45 | Data Data Mining for Analyzing and Mapping the Number of Lecturers' Publications at the University of Jember: Data Mining for Analyzing and Mapping the Number of Lecturers' Publications at the University of Jember | Mohamad Fatekurohman Fatekurohman | Other | 3 | 2 | |
| 46 | Corruption and Collusion Identification Using Anomaly Detection and Network Analysis | Aldo Leofiro Irfiansyah , Muarrikh Yazka Ginang Prasidana , Novia Permatasari , Nashir Wahyudi | Other | 3 | 2 | |
| 47 | Statistical Analysis to Identify Cyber Attack Pattern | Tiyas Yulita , Anang Kurnia , Hari Wijayanto , Farit M. Afendi | Other | 3 | 2 | |
| 48 | Value-at-Risk Portofolio Estimation with Copula on Selected Stocks using Variable Importance from Random Forest | Ardhito Utomo, Anik Djuraidah, Aji Hamim Wigena | Time Series | 3 | 3 | Parallel 3 Room 3 |
| 49 | Modelling Life Expectancy in Papua Province Using Spatial Dynamic Panel Data Models | Tiara Shafira , Anik Djuraidah, Erfiani | Spatial Model | 3 | 3 | |
| 50 | Spatial Regression Model on Gross Regional Domestic Products in Indonesia with Eigenvector Spatial Filtering Approach | Nada Rifki Sahputri , Anik Djuraidah , Agus Mohamad Soleh | Spatial Model | 3 | 3 | |
| 51 | 2D-Multinomial Elastic Net to Classify Rice Growth Phases Based on Images | Muhlis Ardiansyah, Hari Wijayanto, Anang Kurnia, Anik Djuraidah | Classification | 4 | 1 | Parallel 4 Room 1 |
| 52 | Analysis of Identification of Food Insecure Household Characteristics Based on Regional Status in Aceh Province | S H Merashky, E Ramadhani, A F Hadi, B Sartono, S Mustaqima | Classification | 4 | 1 | |
| 53 | An Analysis of the Relationship between Social Protection Program Status and the Incidence of Food Insecure Households in Aceh Province | Shafira Mustaqima, Bagus Sartono, Evi Ramadhani, Alfian F Hadi, Raudhatul M Yusuf | Classification | 4 | 1 | |
| 54 | A Machine Learning Modeling for Classification of Food Insecure based on Redential House Tangible Condition in Aceh Province in 2020 | Evi Ramadhani Ramadhani | Classification | 4 | 1 | |
| 55 | Comparison of Main Characteristics of Food Insecurity Using Classification Tree and Random Forest | Evi Ramadhani, B Sartono, A F Hadi, S ‘Ufa, T Akhdansyah | Classification | 4 | 1 | |
| 56 | CLASSIFICATION OF BLOOD GLUCOSE OUTPUT OF NON-INVASIVE EQUIPMENT USING SUPPORT VECTOR MACHINE AND RANDOM FOREST | Yuli Wibawati | Classification | 4 | 2 | Parallel 4 Room 2 |
| 57 | Evaluation of ensemble method for multiclass classification on unbalanced data | Ayunda Afiani Rosita , Anang Kurnia , Anik Djuraidah | Classification | 4 | 2 | |
| 58 | Bagging and random forest classification methods for unbalanced data school dropouts case in Lampung Province | Dhery Setiawan, Hari Wijayanto, La Ode Abdul Rahman | Classification | 4 | 2 | |
| 59 | Comparing Random Forest and AdaBoost for Modelling Imbalanced Late Payment Tuition Fee Data | Mohammad Masjkur, F Firman , C Suhaeni | Classification | 4 | 2 | |
| 60 | Binary Classification based on Reduced Feature Space of High Dimensional Data | Sohel Rana | Classification | 4 | 2 | |
| 61 | APPLICATION OF GENERALIZED SPACE-TIME AUTOREGRESSIVE-X MODEL FOR PREDICTING THE FARMER EXCHANGE RATE OF FOOD CROPS SUBSECTORS AFFECTED BY THE CONSUMER PRICE INDEX IN CENTRAL JAVA, WEST JAVA, AND EAST JAVA PROVINCE | Dyah Ayu Pramesti Susilo Dyah Ayu Pramesti Susilo | Time Series | 4 | 3 | Parallel 4 Room 3 |
| 62 | Generalized Space Time Autoregression with Exogenous Variables (GSTAR-X) Modeling For a Number of Foreign Tourism in The Bali, East Java, and Central Java Provinces | Nanda Santika Putri , Sri Sulistijowati Handajani, Respatiwulan | Time Series | 4 | 3 | |
| 63 | Nowcasting household consumption using dynamic factor model | Az Zahra Amon Ra , Khairil Anwar Notodiputro , Pika Silvianti | Time Series | 4 | 3 | |
| 64 | Simulation for Time Series Classification Using Feature Covariance Matrices with k-Nearest Neighbor | Rifqi Aulya Rahman , Kusman Sadik , Anwar Fitrianto | Time Series | 4 | 3 | |
| 65 | Dynamic Ensemble Time Series for Exchange Rates Prediction in ASEAN | Evita Purnaningrum | Time Series | 4 | 3 |
