Conference Program
KSE2022 Conference Program
(All are in GMT+7 Bangkok/Hanoi Time)
Anyone can join KSE 2022 program virtually with Zoom, all sessions will be hosted online
We have updated the link for the meeting room for the following session:
Day 1, 2 & 3 (19 – 21 October) – Room A403:
Link: https://zoom.us/j/94055769220?pwd=ZUtDS1ZhQ3JvTUdpTFVzNUYwYVFaZz09
Meeting ID: 940 5576 9220
Passcode: 585110
Day 1, 2 & 3 (19 – 21 October) – Room A201:
Link: https://zoom.us/j/97805384522?pwd=NTBudGRNU1dKMnI2S1Ird204NzhNdz09
Meeting ID: 978 0538 4522
Passcode: 088772
Day 1, 2 & 3 (19 – 21 October) – Room A501:
Link: https://zoom.us/j/97805384522?pwd=NTBudGRNU1dKMnI2S1Ird204NzhNdz09
Meeting ID: 978 0538 4522
Passcode: 088772
WIFI INFORMATION:
ROOM A201: WIFI NAME: HỘI THẢO || PASSWORD: tbd123456
ROOM A403: WIFI NAME: Thai Binh Duong || PASSWORD: tbdkse2022
ROOM A501: WIFI NAME: Thai Binh Duong || PASSWORD: tbdkse2022
Conference Day 1 – October 19, 2022 (Wednesday) Location: Thai Binh Duong University, 79 Mai Thi Dong, Nha Trang | ||
08:00–16:00 | Registration Location: Guest Hall, Building A | |
08:30–08:45 | Opening Ceremony Location: Room A501 – Building A | |
Welcome speech by the President of Thai Binh Duong University | ||
General Chairs remarks | ||
Program Chairs remarks | ||
08:45–09:45 | Keynote Talk 1: Machine Learning meets Combinatorial Optimization. Real World Applications in Routing and Scheduling Speaker: Professor LAU Hoong Chuin Chair: Le-Minh Nguyen and Sy Vinh Le Location: Room A501 – Building A | |
09:45–10:00 | Coffee Break | |
10:00–11:40 | Session Wed-1A Cyber Security – 1 Chairs: Lam Thu Bui and Viet Anh Phan Location: Room A403, Building A | Session Wed-1B Natural Language Processing and Text Mining – 1 Chairs: Inoue Nayoa Location: Room A201, Building A |
10:00–10:25 | A multi-population coevolutionary approach for Software defect prediction with imbalanced data (737) Lam Thu Bui, Van Truong Vu, Van Pham Bich and Viet Anh Phan | Non-Standard Vietnamese Word Detection and Normalization for Text-to-Speech (3639) Huu-Tien Dang, Thi-Hai-Yen Vuong and Xuan-Hieu Phan |
10:25–10:50 | A Novel Deep Clustering Variational Auto-Encoder for Anomaly-based Network Intrusion Detection (2004) Van Quan Nguyen, Viet Hung Nguyen, Tuan Hao Hoang and Nathan Shone | MFinBERT: Multilingual Pretrained Language Model for Financial Domain (2603) Duong Nguyen Anh, Nam Cao Hai, Son Nguyen Van, Son Ta Cong and Cuong Dinh Manh |
10:50–11:15 | Experimental Evaluation of Homomorphic Encryption in Cloud and Edge Machine Learning (463) Joe Hrzich, Gunjan Basra and Talal Halabi | Towards An Accurate and Effective Printed Document Reader for Visually Impaired People (880) Anh Phan, Dung Le, Van-Anh Tran, Hung Pham, Truong Vu and Lam Bui |
11:15–11:40 | Deep Models with Differential Privacy for Distributed Web Attack Detection (9487) Anh Tu Tran, The Dung Luong, Xuan Sang Pham and Luong Tran Thi | Multilingual Natural Language Understanding for the FPT.AI Conversational Platform (2097) Phuong Le-Hong, Thi Thuy Lien Nguyen, Minh Tu Pham and Thanh Hai Vu |
11:40–13:30 | Lunch | |
13:30–14:30 | Keynote Talk 2: Can AI acquire creativity? Speaker: Professor Tojo Satoshi Chair: Mizuhito Ogawa and Le Minh Nguyen Location: Room A501 – Building A | |
14:30–14:45 | Coffee Break | |
14:45–16:00 | Session Web-2A Cyber Security – 2 Chairs: Le Minh Nguyen Location: Room A403, Building A | Session Web-2B Natural Language Processing and Text Mining – 2 Chairs: Nguyen Viet Cuong and Nguyen Minh Tien Location: Room A201, Building A |
14:45–15:10 | An efficient Privacy-Preserving Recommender System (1877) Van Vu-Thi, Dung Luong-The and Quan Hoang-Van | Towards a Human-like Chatbot using Deep Adversarial Learning (3824) Quoc-Dai Luong Tran, Anh-Cuong Le and Van-Nam Huynh |
15:10–15:35 | Feature selection based on popularity and value contrast for Android malware classification (6976) Thuan Le Duc, Huong Pham Van, Hiep Hoang Van and Khanh Nguyen Kim | tBART: Abstractive summarization based on the joining of Topic model and BART (8877) Binh Dang, Le-Minh Nguyen and Dinh-Truong Do |
15:35–16:00 | A Novel Model Based on Ensemble Learning for Detecting DGA Botnets (9105) Xuan Hanh Vu, Xuan Dau Hoang and Thi Hong Hai Chu | Losing a Head in Grammar Extraction (3777) Masaya Taniguchi and Satoshi Tojo |
16:00-17:40 | Session Web-2C Machine Learning Chairs: Trong Hieu Tran Location: Room A403, Building A | Session Web-2D Multimodal Data and Multidisciplinary Applications Chairs: Minh Son Dao and Thanh Binh Nguyen Location: Room A201, Building A |
16:00–16:25 | Distill Knowledge in Multi-task Reinforcement Learning with Optimal-Transport Regularization (611) Bang Giang Le and Viet Cuong Ta | Adaptive Learning Models for Getting Insights into Multimodal Lifelog Data (9189) Phuc-Thinh Nguyen, Mohamed Saleem Haja Nazmudeen, Minh-Son Dao and Duy-Dong Le |
16:25–16:50 | Composition Models of Fuzzy Relations Considering Importance Levels of Features (5781) Nhung Cao, Radek Valasek and Stanislav Ozana | Federated Learning for Air Quality Index Prediction: An Overview (4626) Duy-Dong Le, Anh-Khoa Tran, Minh-Son Dao, Mohamed Saleem Haja Nazmudeen, Viet-Tiep Mai and Nhat-Ha Su |
16:50-17:15 | Effect of Cluster-based Sampling on the Over-smoothing Issue in Graph Neural Network (3430) | Towards QoE Management for Post-Pandemic Online Learning (1437) Truong Thang, Yutaka Watanobe, Rage Uday Kiran and Incheon Paik |
17:15-17:40 | Vietnamese Text Detection, Recognition and Classification in Images (4061) Tuan Le Xuan, Hang Pham Thi and Hai Nguyen Do |
Conference Day 2 – October 20, 2022 (Thursday) Location: Thai Binh Duong University, 79 Mai Thi Dong, Nha Trang | ||
08:00–16:00 | Registration Location: Guest Hall, Building A | |
08:30–09:30 | Invited Talk: Learning on Graphs: From Representation to Minimally Supervised Speaker: Professor Nitesh V. Chawla Chair: Binh Nguyen and Hien Nguyen Location: Room A501 – Building A | |
09:30–09:45 | Coffee Break | |
09:45–11:50 | Session Thu-1A Computer Vision and Pattern Recognition – 1 Chairs: Trong Hieu Tran Location: Room A403, Building A | Session Thu-1B Software Engineering Chairs: Mizuhito Ogawa and Dinh Hieu Vo Location: Room A201, Building A |
09:45–10:10 | EndoUNet: A Unified Model for Anatomical Site Classification, Lesion Categorization and Segmentation for Upper Gastrointestinal Endoscopy (1116) Manh Nguyen Duy, Hang Dao Viet, Long Dao Van, Hung Le Quang, Khanh Pham Cong, Oanh Nguyen Thi, Thuy Nguyen Thi and Sang Dinh Viet | An Improved Method of The Static Directed Automated Random Testing Method in Test Data Generation for C/C++ Projects (5455) Viet Tran and Hung Pham |
10:10–10:35 | A Coarse-to-fine Unsupervised Domain Adaptation Method for Cross-Mode Polyp Segmentation (8253) Nam Kieu Dang, Oanh Nguyen Thi, Thuy Nguyen Thi, Hang Dao Viet, Long Dao Van, Trung Tran Quang and Sang Dinh Viet. | Using Multiple Code Representations to Prioritize Static Analysis Warnings (8112) Thanh Trong Vu and Hieu Dinh Vo |
10:35–11:00 | Online pseudo labeling for polyp segmentation with momentum networks (8771) Toan Pham Van, Sang Dinh Viet, Linh Doan Bao, Duc Tran Trung and Quan Nguyen Van | An Automated Stub Method for Unit Testing C/C++ Projects (1989) Tran Nguyen Huong, Le Huu Chung, Lam Nguyen Tung, Tran Hoang-Viet and Pham Ngoc Hung |
11:00–11:25 | Diagnosing tuberculosis using graph neural network (7765) Hang Nguyen, Nam Tran and Bac Le | Detecting Coincidental Correctness and Mitigating Its Impacts on Localizing Variability Faults (3418) Thu-Trang Nguyen and Dinh Hieu Vo |
11:25–11:50 | An Automated Test Data Generation Method for Templates of C++ Projects (3443) Minh-Hieu Do, Lam Nguyen Tung, Hoang-Viet Tran and Hung Pham Ngoc | |
11:50–13:30 | Lunch | |
13:30–14:45 | Session Thu-2A Bioinformatics and Computational Biology -1 Chairs: Tin Nguyen and Nam Sy Vo Location: Room A403, Building A | Session Thu-2B Intelligent Software and Knowledge Representation – 1 Chairs: Nhon Do and Hien Nguyen Location: Room A201, Building A |
13:30–13:55 | A liveness detection protocol based on deep visual-linguistic alignment (3688) Viet-Trung Tran, Van-Sang Tran, Xuan-Bang Nguyen and The-Trung Tran | Sentiment Classification for Beauty-fashion (662) Binh Nguyen, Linh Tran Quang and Binh Duong Van. |
13:55–14:20 | Employing tree bisection and reconnection rearrangement for parsimony inference in MPBoot (2305) Tien Dung Huynh, Quoc Tuan Vu, Viet Dung Nguyen and Diep Thi Hoang | Knowledge-based Problem Solving and Reasoning methods (2331) Nhon Do and Hien Nguyen |
14:20–14:45 | A protein secondary structure-based algorithm for partitioning large protein alignments (5092) Le Kim Thu and Le Sy Vinh | A New Approach for Vietnamese Aspect-Based Sentiment Analysis (8045) Binh Nguyen, Bao Le Hoang, Hoang Nguyen Minh and Phuong Nhi Nguyen Kieu |
14:45–15:00 | Coffee Break | |
15:00–16:40 | Session Thu-2C Bioinformatics and Computational Biology – 2 Chairs: Tin Nguyen and Sy Nam Vo Location: Room A403, Building A | Session Thu-2D Intelligent Software and Knowledge Representation – 2 Chairs: Nhon Do and Hien Nguyen Location: Room A201, Building A |
15:00–15:25 | Polygenic risk scores adaptation for Height in Vietnamese population (1329) Trang T. H Tran, Nam Vo, Duong Nguyen, Tien Pham, Nam Nguyen, Quang Vu, Giang Vu and Mai Tran | Using bliss points to enhance direction based multi-objective algorithms (2575) Minh Tran Binh, Long Nguyen and Dinh Nguyen Duc. |
15:25–15:50 | DWEN: A novel method for accurate estimation of cell type compositions from bulk data samples (2505) Duc Tran, Ha Nguyen, Hung Nguyen and Tin Nguyen | Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection (6852) Suong N. Hoang, Binh Nguyen, Nam Nguyen, Son Luu, Trung Hieu Phan and Hien Nguyen |
15:50–16:15 | PRST: A Tool for Analysing Polygenic Risk Score (694) Xuan Trinh Thị, Nhan Ta Van, Tung Hoang Do Thanh, Cuong Nguyen, Hai Truong Nam and Dang Hung Tran | Approach portfolio selection for Vietnamese stock market based on nonlinear shrinkage method (1690) An Mai, Quang Phu Nguyen, Nhat Nguyen and Tuan Tran |
16:15–16:40 | English-Vietnamese Cross-lingual Semantic Textual Similarity using Sentence Transformer model (3980) Nguyen Huu Khang, Dinh Cong Dat, Le Thi Thuy Hang and Dinh Dien | |
18:00–20:30 | GALA DINNER Location: InterContinental Nha Trang |
Conference Day 3 – October 21, 2022 (Friday) Location: Thai Binh Duong University, 79 Mai Thi Dong, Nha Trang | ||
08:00–09:00 | Registration Location: Guest Hall, Building A | |
08:30–09:30 | Keynote Talk 3: Machine Learning in Business Optimisation Speaker: Professor Su Nguyen Chair: Hop Nguyen and Ba Hung Nguyen Location: Room A501 – Building A | |
09:30–09:45 | Coffee Break | |
09:45–11:25 | Session Fri-1A Next Generation of Affective Computing – 1 Chairs: Prarinya Siritanawa and Teeradaj Racharak Location: Room A403, Building A | Session Fri-1B Intelligent Software and Knowledge Representation – 3 Chairs: Nhon Do and Hien Nguyen Location: Room A201, Building A |
09:45–10:10 | Automatic Region of Interest Prediction from Instructor’s Behaviors in Lecture Archives (3915) Yuhui Yang, Koichi Ota, Wen Gu and Shinobu Hasegawa. | Pediatric Sepsis Diagnosis Based on Differential Gene Expression and Machine Learning Method (4747) Duc Long Vu, Van Su Pham, Minh Tuan Nguyen and Hai Chau Le |
10:10–10:35 | MU Face Emotion – Building a Large Dataset for Emotional Facial Expression in Psychological Domain (2685) Sukrit Jaidee, Konlakorn Wongpatikaseree, Narit Hnoohom, Sumeth Yuenyong and Panida Yomaboot | Controlling Weight Update Probability of Sparse Features in Machine Learning (5290) Joonchoul Shin, Wansu Kim, Jusang Lee, Jieun Park and Cheol Young Ock. |
10:35–11:00 | Improving Emotion Recognition in Conversation using Text and Emoji Modalities (2610) Yanran Zhou, Teeradaj Racharak and Minh Le Nguyen | ATPM-REAP: A Simple and Efficient Address Tracking and Parsing for Vietnamese Real Estate Advertisement Posts (4495) Binh Nguyen, Tung Doan Nguyen Tran, Son Huynh, An Le Tran-Hoai, An Nguyen Trong, Khanh Tran, Nhi Ho, Trung Nguyen and Dang Huynh |
11:00-11:25 | Facial Expression Features Analysis with Transfer Learning (9833) Win Shwe Sin Khine, Prarinya Siritanawan and Kazunori Kotani | Knowledge Base Completion with transfer learning using BERT and fastText (3216) Thuy-Anh Nguyen Thi, Thi-Hanh Le, Thi-Thao Le, Thi-Hong Vuong, Xuan-Hieu Phan and Quang-Thuy Ha |
11:25–13:30 | Lunch | |
13:30–14:45 | Session Fri-2A Computer Vision and Pattern Recognition – 2 Chairs: Thanh-Hai Tran Location: Room A403, Building A | Session Fri-2B Industry Applications of Business Analytics and Operations Research – 1 Chairs: Hop Nguyen and Trung Lap Nguyen Location: Room A201, Building A |
13:30–13:55 | Image classification of lung nodules by requiring the integration of Attention Mechanism into ResNet model (953) Khai Dinh Lai, Thai Hoang Le and Thuy Thanh Nguyen | Combining Blockchain with an E-Kanban System for Pull Leveling of an Assembly Line (4349) Thao Vy Giang, Chi T.K. Huynh and Van Hop Nguyen |
13:55–14:20 | TarGAN: CT to MRI Translation Using Private Unpaired Data Domain (4205) Khoa Tan Truong and Thai Hoang Le. | Distributionally Robust Fractional 0-1 Programming (7617) Tien Thanh Dam and Thuy Anh Ta |
14:20–14:45 | LG-Hand: Advancing 3D Hand Pose Estimation with Locally and Globally Kinematic Knowledge (5151) Tu Le-Xuan, Trung Tran-Quang, Thi Ngoc Hien Doan and Thanh-Hai Tran | An Iterated Local Search for the Talent Scheduling Problem with Location Costs (1998) Thu Trang Hoa and Minh Anh Nguyen |
14:45–15:00 | Coffee Break | |
15:00–17:05 | Session Fri-2C Automated Legal Question Answering Competition Chairs: Nguyen Ha Thanh and Tran Duc Vu Location: Room A403, Building A | Session Fri-2D Industry Applications of Business Analytics and Operations Research – 2 Chairs: Hop Nguyen and Trung Lap Nguyen Location: Room A201, Building A |
15:00–15:25 | An Unsupervised Learning Method to improve Legal Document Retrieval task at ALQAC 2022 (4672) Dat Nguyen Tien, Hieu Nguyen Van, Tung Le Thanh and Minh Nguyen Le | Approximation Methods for a Nonlinear Competitive Facility Cost Optimization Problem (5434) Ngan Ha Duong and Thuy Anh Ta |
15:25–15:50 | VLH team at ALQAC 2022: Retrieving legal document and extracting answer with BERT-based model (8969) Hai-Long Nguyen, Thai-Binh Nguyen, Tan-Minh Nguyen, Ha-Thanh Nguyen and Hai-Yen Vuong | The Mixed-Integer Linear Programming for Cost-Constrained Decision Trees with Multiple Condition Attributes (770) Hoang Giang Pham |
15:50–16:15 | Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022 (4909) Hieu Nguyen Van, Dat Nguyen, Phuong Nguyen Minh and Minh Nguyen Le | A Hybrid Machine Learning Approach in Predicting E-Commerce Supply Chain Risks (7385) Minh Tuan Nguyen, Chi T.K. Huynh and Van Hop Nguyen |
16:15-16:40 | Ensemble Learning Methods for Legal Processing Tasks in ALQAC 2022 (6208) Hau Nguyen Trung and Son Nguyen Truong | |
16:40–17:05 | ALQAC 2022: A Summary of the Competition (4703) Chau Nguyen, Minh-Quan Bui, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thu-Trang Nguyen, Ha-Thanh Nguyen, Vu Tran, Le-Minh Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Minh-Phuong Nguyen, Tran-Binh Dang, Truong-Son Nguyen, Viet-Anh Phan, Thi-Hai-Yen Vuong, Minh-Tien Nguyen, Tung Le and Tien-Huy Nguyen. | |
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