Conference program

KSE 2019 AGENDA

 

 

Times

Activity/Session

Location

 

October 21-23, 2019

SCIENCE AND TECHNOLOGY AUTUMN CAMP ARTIFICIAL INTELLIGENCE: FUNDAMENTAL & APPLICATION

University of Science and Education – The University of Danang

 

http://stcamp2019.ued.udn.vn/welcome

October 24-25, 2019

KSE 2019
 

Building A6, University of Science and Education – The University of Danang

 

http://kse2019.ued.udn.vn/

October 26, 2019

Cultural tour

 

                                                                                                                
 

L: Long paper (25 minutes)

S: Short paper (20 minutes)

Keynote Speech: 45 minutes

Coffee Break: 15 minutes

(Updated Wednesday, 9:00 am 23rd October 2019)

PDF VERSION

 

 

DAY 1 (OCTOBER 24, 2019)

The University of Da Nang - University of Science and Education (UD-USE)

Building A6, 459 Ton Duc Thang street, Lien Chieu Dist., Da Nang City

 

 

MORNING SESSION

 

08:00-08:30

 

REGISTRATION

 

08:30-09:30

 

OPENING CEREMONY

Venue: Room 202

-        Delegate Introduction

-        Opening remarks by Rector of University of Science and Education (UD-USE)

-        Speech of KSE 2019 General Chair

-        Speech of KSE 2019 Program Committee Chair

 

09:30-09:40

 

GROUP PHOTO

 

09:40-10:25

 

Session 1: KEYNOTE I

Venue: Room 202

Chair: Prof. Nguyen Thanh Thuy

Invited speaker: Prof. John Garibaldi

University of Nottingham, UK

 

10:25-10:40

 

COFFEE BREAK

 

 

10:40-11:25

 

Session 2: KEYNOTE II

Venue: Room 202

Chair: Prof. Vo Trung Hung

Invited speaker: Prof. Emeritus, Akira Namatame

National Defense Academy of Japan

 

11:30-13:00

 

LUNCH TIME

 

 

AFTERNOON SESSION

 

13:00-15:00

Session 3A: Knowledge Engineering and IoT

Venue: Room 202

 

 

Chairs:

  -  Prof. Akira Namatame

  -  Prof. Malka N. Halgamue

 

Session 3B: Deep Learning and Applications for Intelligent Systems

Venue: Room 302

 

Chairs:

  -  Prof. Mizuhito Ogawa

  -  Prof. Nguyen Le Minh    

Session 3C: Intelligent Software

and Knowledge Representation

Venue: Room 402

 

Chairs:

   - Dr. Tran Duc Vu

   - Dr. Teeradaj Racharak

Session 3D: Asian Natural Language Processing

Venue: Room 403

 

Chairs:

 

      - Prof. Phan Xuan Hieu

     -  Dr. Minh-Tien Nguyen

13:00 –
13:25 

Cao Truong Tran, Lam Thu Bui, Hung Xuan Nguyen

 

A Pareto Corner Search Evolutionary Algorithm and Principal Component Analysis for Objective Dimensionality Reduction (L)

Hung The Nguyen, Tung Nguyen, Do Van Nguyen, Le Thanh Ha

 

 

A Hierarchical Deep Deterministic Policy Gradients for Swarm Navigation (L)

Thang Huynh Quyet, Duc-Man Nguyen, Nhu-Hang Ha, Trung-Kien Pham, Phuong - Thao Nguyen, Van - Dao Tran

 

 

A Combinatorial Technique for Mobile Applications Software Testing (L)

Teeradaj Racharak

 

 

 

 

 

Abstract Argumentation for Summarizing Product Reviews: A Case Study in Shopee Thailand (L)

13:25 –
13:50

Ha Pham Van

 

Evaluation of Maximum Likelihood Estimation and Regression Methods for Fusion of Multiple Satellite Aerosol Optical Depth Data over Vietnam (L)

Vu Tran, Minh Le Nguyen, Kiyoaki Shirai, Ken Satoh

 

 

An Approach of Rhetorical Status Recognition for Judgments in Court Documents Using Deep Learning Models (L)

Nguyen Hoang Hai, Dang N. H. Thanh, Hien Nguyen, Chinthaka Premachandra Shibaura

 

A Fast Denoising Algorithm for X-Ray Images with Variance Stabilizing Transform (L)

Phuong Minh Nguyen, Khoat Than, Minh Le Nguyen

 

 

Marking Mechanism Sequence-to-sequence Model for Mapping Language to Logical Form (L)

13:50 – 14:15

Thomas W Sherk, Minh-Triet Tran, Tam Nguyen

 

 

 

SharkTank Deal Prediction: Dataset and Computational Model (L)

Nguyen Trong Khanh, Bui Ha, Cuong Pham

 

 

 

Recognizing Hand Gestures for Controlling Home Appliances with Mobile Sensors (L)

Hung Duy Tran, Hanh LE, Nguyen Thanh Binh

 

 

Combining Feature Selection, Feature Learning and Ensemble Learning for Software Fault Prediction (L)

Saurav Pradhan, Malka N. Halgamuge, Nguyen Tran Quoc Vinh

 

Effective Preprocessing Technique for Sentiment Analysis in Social Media Data (L)

14:15 – 14:40

Thanh-An Nguyen, Atsuo Yoshitaka

 

Less Visually Different Objects Recognition with Aggregated Residual Siamese Network (L)

Huy Ngoc Pham, Trung Hoang Le

 

Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors (L)

Phan Viet Anh, Nguyen Khanh

 

 

Transfer Learning for Predicting Software Faults (L)

Dang Pham, Quan Thanh Tho, Huy Le

 

 

Transfer Learning for a Vietnamese Dialogue System (S)

 

14:40 –
15:00

Hoa Nguyen Thi Quynh, Dang Trung, Azeddine Beghdadi, Heyfa Ammar, Amel Benazza

 

Automatic Blotch Removal Using a Perceptual Approach (S)

Nhung Hong Bui

 

 

 

A Compact Trace Representation Using Deep Neural Networks for Process Mining (S)

Thi Minh Phuong Ha, Duy Hung Tran, Hanh LE, Nguyen Thanh Binh

 

Experimental Study on Software Fault Prediction Using Machine Learning Model (S)

Laifu Chen, Minh Le Nguyen

 

 

Sentence Selective Neural Extractive Summarization with Reinforcement Learning (S)

15:00 – 15:15

 

COFFEE BREAK

 

15:15 – 16:00

Session 4: KEYNOTE III

Venue: Room 202

Chair: Prof. Dinh Dung

Invited speaker: Prof. Ong Yew Soon

Nanyang Technological University, Singapore

 

16:05 – 18:05

Session 5A: Operational Research

Venue: Room 202

 

Chairs:

  - Dr. Hien D. Nguyen

  - Dr. Ha Minh Hoang

 

Session 5B: System Engineering

Venue: Room 302

 

Chairs:

    - Prof. Nguyen Thanh Binh

    - Prof. Ong Yew Soon

Session 5C: Soft Computing and Knowledge Engineering

Venue: Room 402

 

Chairs:

          - Prof. Bui Cong Cuong

 - Prof. Le Hoang Son

Session 5D: Cyber Security Threats and Countermeasures (CSTC)

Venue: Room 403

 

Chairs:

      - Prof. Nguyen Tan Khoi

  - Prof. Chandana Withana

16:05 –
16:30

Duy Tran Ngoc Bao, Tran Vu Pham

 

Collaborative Vehicle Routing for Auction-based Pickup and Delivery Dispatch Services (L)

Raphaëlle Bour, Chantal Soulé-Dupuy, Nathalie Vallès-Parlangeau

 

DEMOS: a DEsign Method for demOcratic Information System (L)

Nhung Cao, Martin Štěpnička

 

 

 

Fuzzy Relational Equations Employing Dragonfly Operations (L)

Van Kha Nguyen

 

 

 

A Novel Approach for Data Collection and Network Attack Warning (L)

16:30 –
16:55

Dung Pham, Hieu Duong, Bao Quy Bui, Canh Van Pham, Viet Anh Nguyen

 

Multiple Topics Misinformation Blocking in Online Social Networks (L)

Hiep Xuan Huynh, Kien Trung Do, Khoa Duc Nguyen, Phuong Truc Thi Pham, Tram Huynh Vo, Thai Minh Truong

 

Dissolved Oxygen Simulation of Catfish Pond with Cellular Automata (L)

Dinh-Sinh Mai, Thanh Long Ngo

 

 

General Semi-supervised Possibilistic Fuzzy c-Means Clustering for Land-cover Classification (L)

Sonexay Say Luangoudome

 

 

 

End to End Message Encryption Using Poly1305 and XSalsa20 in Low Power and Lossy Networks (L)

16:55 –
17:20

Trung Thanh Nguyen, Duy Manh Vu, Minh Hoàng Hà

 

 

 

On the Capacitated Scheduling Problem with Conflict Jobs (L)

Hien Nguyen, Vuong Pham, Dung Tran, Trung Le

 

 

 

 

Intelligent Tutoring Chatbot for Solving Mathematical Problems in High-school (L)

Harshvadan Talpada, Malka N. Halgamuge, Nguyen Tran Quoc Vinh

 

An Analysis on Use of Deep Learning and Lexical-Semantic Based Sentiment Analysis Method on Twitter Data to Understand the Demographic Trend of Telemedicine (L)

M. Hirani, M. N. Halgamuge, Pham Duong Thu Hang

 

 

Study of Data Security Models Developed by Blockchain Technology for Enhancing Privacy and Security Techniques in Different Industrial Domains (L)

17:20 –
17:45

Dam Thanh, Duy Thinh Nguyen, Trung Kien Do, Quoc Trung Bui

 

On the Traveling Salesman Problem with Hierarchical Objective Function (L)

Nguyen Hanh, Hanh Dang, Nguyen Trung

 

 

On Analyzing Rule Dependencies to Generate Test Cases for Model Transformations (L)

Zhibo Zhu, Qinke Peng, Xinyu Guan

 

 

Personalized PageRank Based Feature Selection for High-dimension Data (L)

Bao Ngoc Vi, Nguyen Huu Noi, Ngoc Tran, Cao Truong Tran

 

Adversarial Examples Against Image-based Malware Classification Systems (S)

17:45 –
18:05

Pham Tuan Anh, Ho Doan Quoc, Chau Tuan Cuong, Phan Nguyen Ky Phuc

A Two-Stage Approach of Vehicle Routing Problem. A Case Study of Fresh Food Distribution Center (S)

Tran Van Dai

 

 

 

 

A Novel Recovery Data Technique on MLC NAND Flash Memory (S)

Bui Cuong, PV Chien, T. Huyen, PV Hai

 

 

 

Some Fuzzy Inference Processes in Picture Fuzzy Systems (S)

Hoang Dinh Linh, Tran Hong Thai

 

 

 

Alpha-DBL: A Reasonable High Secure Double-Block-Length Hash Function (S)

18:30-21:30

 

BANQUET

                                                                                       

           

 

 

END OF DAY 1

 

 

 

 

 

DAY 2 (OCTOBER 25, 2019)

The University of Da Nang - University of Science and Education (UD-USE)

Building A6, 459 Ton Duc Thang street, Lien Chieu Dist., Da Nang City

 

 

MORNING SESSION

 

08:00-08:30

 

REGISTRATION

 

08:30-09:15

 

Session 6: KEYNOTE IV

Venue: Room 202

Chair: Prof. Phan Xuan Hieu

Invited speaker: Prof. Thanaruk Theeramunkong

Thammasat University, Thailand

 

09:15-10:00

 

Session 7: KEYNOTE V

Venue: Room 202

Chair: Prof. Nguyen Le Minh

Invited speaker: Prof. Sung Wook Baik

Sejong University, Korea

 

10:00-10:15

 

COFFEE BREAK

 

10:15 – 11:35

Session 8A: Cyber Security

Venue: Room 202

 

Chairs:

- Prof. Huynh Xuan Hiep

- Dr. Nguyen Thi Ngoc Anh    

Session 8B: Asian Natural Language Processing

Venue: Room 302

 

 

Chairs:

      - Prof. Sung Wook Baik

      - Dr. Phan Viet Anh

Session 8C: Intelligent Systems

Venue: Room 402

 

Chairs:

         - Prof. Thanaruk Theeramunkong

 - Prof. Huynh Thi Thanh Binh

Session 8D: Advanced Bioinformatics and Knowledge Systems

Venue: Room 403

 

Chairs:

   - Prof. Le Sy Vinh

  - Dr. Vu Thi Tra

10:15 –
10:35

Phai Vu Dinh, Dung Phan, Ngoc Tran, Nathan Shone, Qi Shi

 

 

Behaviour-aware Malware Classification: Dynamic Feature Selection (S)

Uyen Phan Thi Phuong, Tung Ngoc Thanh Huynh, Thinh Truong, An Dao, Dinh Dien

 

 

 

Vietnamese Span-based Constituency Parsing with BERT Embedding (L)

Ngoc-My Nguyen, Thanh Hai Nguyen

 

 

Human Gait Patterns Classification Based on MEMS Data Using Unsupervised and Supervised Learning Algorithms (S)

Vania Cecchini, Thanh-Phuong Nguyen, Thomas Pfau, Sébastien De Landtsheer, Thomas Sauter
 

An Efficient Machine Learning Method to Solve Imbalanced Data in Metabolic Disease Prediction (S)

10:35 –
10:55

Hung Nguyen, Pham Ngoc Dung, Ngoc Tran, Qi Shi

 

Malware Detection Based on Directed Multi-Edge Dataflow Graph Representation and Convolutional Neural Network (S)

Sorratat Sirirattanajakarin

 

 

 

 

Enhancing Metagenome-based Disease Prediction by Unsupervised Binning Approaches (S)

Nguyen Nhat Anh, Son Luong

 

 

 

 

Prediction Car Prices Using Quantify Qualitative Data and Knowledge-Based System (S)

Thanh Hai Nguyen

 

 

 

 

Enhancing Metagenome-based Disease Prediction by Unsupervised Binning Approaches (S)

 

10:55 –
11:15

Thanh Cong Bui, Van Loi Cao, Minh Hoang, Uy Nguyen

A Clustering Based Shrink AutoEncoder for Detecting Anomalies in Intrusion Detection Systems (S)

Nguyen Thi Thu Hien, Binh Nguyen Thai, Hung Nguyen, Truong Do, Mai Luong, Nguyen Thi Minh Huyen

Recovering Capitalization for Automatic Speech Recognition of Vietnamese Using Transformer and Chunk Merging (S)

Quach Hai Tho, Anh Phuong Pham, Cong Phap Huynh

 

 

A Solution for Building Motion Tracking System with Model Predictive Control for Autonomous Vehicles (S)

Bang Tran, Duc Tran, Hung Nguyen, Nam Vo, Tin Nguyen

 

 

 

RIA: A Novel Regression-based Imputation Approach for Single-Cell RNA Sequencing (L)

11:15 –
11:35

Quach Hai Tho, Anh Phuong Pham, Cong Phap Huynh

 

A Solution to Ethical and Legal Problem with the Decision-Making Model of Autonomous Vehicles (S)

Hao Minh Nguyen, Dang Van Thin, Ngan L.T. Nguyen, Tri Truong

 

 

A Corpus for Aspect-Based Sentiment Analysis in Vietnamese (S)

Minh-Tien Nguyen, Vu Tran

 

 

 

 

The Repository of Web Document Summarization Using Social Information (S)

M. Rupasinghe, M. N. Halgamuge, Nguyen Tran Quoc Vinh

 

Forecasting Trading-Time Based Profit-Making Strategies in Forex Industry: Using Australian Forex Data (S)

11:35-13:00

 

LUNCH TIME

 

 

AFTERNOON SESSION

 

13:00-14:40

Session 10A: Intelligent Software

and Knowledge Representation

Venue: Room 202

 

Chairs:

   - Dr. Thanh Ha Hoang Thi

  - Dr. Nguyen Thi Ngoc Anh  

 

Session 10B: Deep Learning and Intelligent Systems

Venue: Room 302

 

 

 

Chairs:

         - Dr. Phan Viet Anh

         - Dr. Nguyen Quang Vu

Session 10C: Advanced Analysis Models for Complex Systems (*)

Venue: Room 402

 

 

 

Chairs:

     - Dr. Nguyen Tran Quoc Vinh

     - Prof. Phan Xuan Hieu

     - Dr. Tran Duc Vu

Session 10D: Knowledge Understanding by AI Models 

Venue: Room 403

 

 

 

Chairs:

          - Prof. Huynh Xuan Hiep

          - Dr. Vu Thi Tra

13:00 –
13:25 

Vinh Nguyen, Khoa Phu Nguyen, Vu Nguyen

 

 

Clustering Automation Test Faults (L)

Tai-Long Nguyen, Do Van Nguyen, Le Thanh Ha

 

Reinforcement Learning Based Navigation with Semantic Knowledge of Indoor Environments (L)

Kamini Simi Bajaj, Anna Katrina Gomez

 

Challenges of Testing Complex Internet of Things (IoT) Devices and Systems (L)

Van Truong Vu, Bui Thu Lam, Trung Nguyen

A Multi-Objective Cooperative Coevolutionary Approach for Remote Sensing Image Classification (S)

13:25 –
13:50

Tuan Thanh Nguyen, Nhan Thanh Le, Hoang Thi-Thanh-Ha

 

 

Toward a Model for Verification of Business Logic Layer in 3-Layer Architecture: CPN-ECA Model (L)

Ashok Dhakal, P. W.C. Prasad, Abeer Alsadoon, Angelika Maag, Amr Elchouemi, Nguyen Tran Quoc Vinh

 

Wearable Devices for Monitoring Dementia Sufferers: A Review and Framework for Discussion (L)

Sabih ur Rehman, Jonathan Barker

 

 

 

Investigating the Use of Machine Learning for SMART Parking Application (L)

Duy Khanh Ninh

 

 

 

 

A Speaker-Adaptive HMM-based Vietnamese Text-to-Speech System (S)

13:50 – 14:15

Linh Nguyen, Phuong Le, Tinh Nguyen, Khoi Vo, Suong Hoang

 

 

Toward a Smart Platform for Data Science Career (L)

Xuan Tho Dang, Duong Hung Bui, Thi Hong Nguyen, Nguyen Tran Quoc Vinh, Dang Hung Tran

 

Prediction of Autism-Related Genes Using a New Clustering-Based Under-Sampling Method (L)

Nectarios Costadopoulos, Md Zahidul Islam, Dapeng Tien

 

 

 

Using Z-score to Extract Human Readable Logic Rules from Physiological Data (L)

Santipong Thaiprayoon, Kanokorn Trakultaweekoon, Pornpimon Palingoon

 

 

Design and Development of a Plagiarism Corpus in Thai for Plagiarism Detection (S)

14:15 – 14:40

Thang Huynh Quyet, Thanh-Trung Vu, Doan-Cuong Nguyen, Thi-Huong-Giang Vu, Thi-Xuan-Hoa Nguyen, Thanh Chung Dao

 

Some Improvements of Using the NSGA-II Algorithm for the Problem of Resource Allocation and Scheduling and Its Applying to Inventory Management Strategies (L)

Hung Minh Le, Manh Mai, Lang Van Tran

 

 

 

 

 

 

 

Deep Feature Fusion for Breast Cancer Diagnosis on Histopathology Images (L)

Anjana Wijesinghe, Pradeepa Samarasinghe, Sudarshi Seneviratne, Pratheepan Yogarajah, Koliya Pulasinghe

 

 

 

 

 

Machine Learning Based Automated Speech Dialog Analysis of Autistic Children (L)

Thi-Hai-Yen Vuong

 

 

 

 

 

 

 

 

Learning to Transform Vietnamese Natural Language Queries into SQL Commands (S)

14:40 – 15:05

 

 

 

 

COFFEE BREAK

P. W.C. Prasad, Abeer Alsadoon, Angelika Maag, Amr Elchouemi, Kiran Shreshta, Pham Duong Thu Hang

 

Health Monitoring Based on Wireless Sensor Networks: A Comprehensive Framework (L)

Pham Thanh Hiep, Hoang Tran Manh, Hoang Vinh, Vu Son

 

 

 

Performance Analysis of NOMA Beamforming Multiple Users Relay Systems (S)

15:05 –
15:30

 

Sandeep Dhakal,P. W.C. Prasad, Abeer Alsadoon, Angelika Maag, Amr Elchouemi, Nguyen Tran Quoc Vinh

 

Systems Analysis of Acoustic Underwater Sensor Networks: A Taxonomy (L)

 

 

15:30 –
15:55

 

J. Mothe, Lea Laporte, Adrian-Gabriel Chifu

 

Predicting Query Difficulty in IR: Impact of Difficulty Definition (L)

 

 

15:55 – 16:20

 

Amal Ait Brahim, Rabah Tighilt Ferhat, Gilles Zurfluh

 

Extraction Process of Conceptual Model from a Document-Oriented NoSQL Database (S)

 

 

16:20-17:05

 

Session 9: KEYNOTE VI

Venue: Room 202

Chair: Prof. Mizuhito Ogawa

Invited speaker: Prof. Ryuhei Uehara

Japan Advanced Institute of Science and Technology (JAIST), Japan

 

17:05 –
18:00

 

CONFERENCE CLOSING

Venue: Room 202

                                                                                        -        Conference summary

                                                                                        -        Best paper award

                                                                                        -        KSE 2020 speech

 

           

 

 

END OF DAY 2

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

DAY 3 (OCTOBER 26, 2019)

 

MEETING BETWEEN FOREIGN & VIETNAMESE RESEARCHERS