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.

17:05–17:15

Concluding Remarks

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)
Thi Linh Hoang and Viet Cuong Ta

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 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.

17:05–17:15

Concluding Remarks

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)
Thi Linh Hoang and Viet Cuong Ta

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