Program at a Glance : Virtual Conference
Time Thu 26 August 2021 Fri 27 August 2021
09.00 - 09.30 Opening Ceremony Plenary Session IV (Thai Version)
09.30 - 10.15 Plenary Session I
10.15 - 10.30 Session Break Session Break
10.30 - 11.15 Plenary Session II Plenary Session V (Thai Version)
11.15 - 12.00 Plenary Session III
12.00 - 13.00 Break Break
13.00 - 14.40 Oral Session I (IBDAP 2021) Oral Session III
(IBDAP 2021)
Oral Session IV
(IBDAP 2021)
14.40 - 14.50 Session Break Session Break
14.50 - 16.30 Oral Session II (IBDAP 2021) Oral Session V
(IBDAP 2021)
Oral Session VI
(BDAP 2021) (Thai Version)

 

Technical Program

(Day 1) Thursday, 26 August 2021

Time Program
09.00 - 09.30 Opening Ceremony
Ms. Onfa Vejjajiva
Secretary-General, Office of the Public Sector Development Commission
Title: Digitalization in Thai Government
09.30 - 10.15 Plenary Session I
Keynote Speaker: Mr. Vasupon Thakakan
Business Group Lead-Data&AI, Microsoft Co.,Ltd.
Title: Big Data Platform
10.15 - 10.30 Session Break
10.30 - 11.15 Plenary Session II
Keynote Speaker: Pucktada Treeratpituk, Ph.D.
Deputy Director of Data Analytics Unit, Bank of Thailand
Title: Data Management Practice
11.15 - 12.00 Plenary Session III
Keynote Speaker: Asst.Prof.Santitham Prom-on, Ph.D.
Director of Big Data Experience Center, King Mongkut's University of Technology Thonburi
Title: The Critical Success Factor of Big Data in Thai Business
12.00 - 13.00 Break
13.00 - 14.40 Oral Session I (IBDAP 2021)
13.00 - 13.20 Recommendation System for Choosing Subject Area of Study Using Autoencoder Technique
13.20 - 13.40 Detecting Text Semantic Similarity by Siamese Neural Networks with MaLSTM in Thai Language
13.40 - 14.00 Enhancement of Human Complex Activity Recognition Using Wearable Sensors Data with InceptionTime Network
14.00 - 14.20 Thai Tokenization with Attention Mechanism
14.20 - 14.40 A Lightweight Deep Convolutional Neural Network with Squeez-And-Excitation Modules for Efficient Human Activity Recognition Using Smartphone Sensors
14.40 - 14.50 Session Break
14.50 - 16.30 Oral Session II (IBDAP 2021)
14.50 - 15.10 Guideline of Collinearity-Avoidable Regression Models on Time-Serries Data
15.10 - 15.30 Land Cover Classification Using Google Earth Engine's Object-Oriented and Machine Learning Classifier
15.30 - 15.50 Fraudulent Transactions Predictions Using Ensemble Method with Features Extractions Techniques
15.50 - 16.10 Power-Weighted kNN Classification for Handling Class Imbalanced Problem
16.10 - 16.30 Predicting Financial Assistance Requests Using the Social Map Survey

 

(Day 2) Friday, 27 August 2021

Time Program
09.00 - 10.15 Plenary Session IV (Thai Version)
Keynote Speaker: Mr. Kriengsak Prasongsukarn
Principal Advisor on Performance Improvement, Revenue Department
Title: Taxation and Data Analytic
10.15 - 10.30 Session Break
10.30 - 12.00 Plenary Session V (Thai Version)
Keynote Speaker: Mr.Naris Sathapholdeja
Executive Vice President, Head of TTB Analytics, TMBThanachart Bank plc.
Title: Leveraging Data Analytics for Business Decisions and Actions: A Bank’s Perspective
12.00 - 13.00 Break
13.00 - 14.40 Oral Session III (IBDAP 2021) Oral Session IV (IBDAP 2021)
13.00 - 13.20 Thailand Stock Similarity Clustering by Self-Supervised Wavelet Transforms Modelling the Case Fatality Ratio of COVID-19
13.20 - 13.40 Behavioral Disorder Test to Identify Attention-Deficit/Hyperactivity Disorder in Children Using Case-Based Reasoning and Certainty Factor Method A Study of Project Manager Skills for Enterprise Data Platform Project
13.40 - 14.00 An Efficient Hybrid Algorithm for Symmetric Travelling Salesman Problem The Framework of Extracting Unstructured Usage for Big Data Platform
14.00 - 14.20 A Hybrid PSO with Rao Algorithm for Classification of Wisconsin Breast Cancer Dataset CO-Link: Bed Allocation System for COVID-19 Patients in Thailand
14.20 - 14.40 An Improvement of Genetic Algorithm with Rao Algorithm for Optimization Problems Health Link: Scalable Health Information Exchange Platform in Thailand
14.40 - 14.50 Session Break
14.50 - 16.30 Oral Session V (IBDAP 2020) Oral Session VI (BDAP 2021) (Thai Version)
14.50 - 15.10 IoT Data Acquisition Node for Deep Learning วิธีการสุ่มตัวอย่างตามการแบ่งกลุ่มของข้อมูลที่ไม่สมดุล
15.10 - 15.30 A Review on Data Security Through Blockchain and Data Mining Methods การพยากรณ์การเกิดอุทกภัย ดินโคลนถล่มและภัยแล้งในประเทศไทย ด้วยการใช้ข้อมูลขนาดใหญ่และวิธีการเรียนรู้ของเครื่อง
15.30 - 15.50 THAI Equity Mutual Fund Net Asset Value Return Prediction Using Internal Factors การจัดกลุ่มข้อมูลเชิงพื้นที่ตามความหนาแน่นของโครงการที่อยู่อาศัยในกรุงเทพมหานคร
15.50 - 16.10 Design of a Web Automation Tool for Office Automation Tasks Using Termux การพยากรณ์ค่าความเข้มข้นฝุ่น PM2.5 ในประเทศไทย โดยใช้ข้อมูลแบบอนุกรมเวลา