Annals of Computer Science and Information Systems, Volume 33
Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering
Dear Reader, it gives us immense pleasure to share the glimpses for the Seventh International Conference on Research in Intelligent and Computing in Engineering (RICE 2022). The RICE 2022 is organized by Hung Yen University of Technology and Education (UTEHY), Vietnam; Jointly Co-organised by Thu Dau Mot University (TDMU), Vinh University of Technology Education (VUTED), Ho Chi Minh City University of Transport (UTH) during November 11-12, 2022. It is great that after 3 stressful years of the Covid-19 pandemic, we were able to hold the Conference in hybrid mode.
This Conference provides an international forum which brings together the researchers as well as the industry practitioners, who are actively involved in the research in fields of intelligent computing, data science or any other emerging trends related to the theme covered by this conference. The Conference provides opportunities for scientists and industry professionals and students to meet and exchange ideas on the current state-of-the-art in the fields of intelligent systems and applications. We are truly thankful to the Polish Information Processing Society (PTI), Poland for approving the proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering. It shall be published in the Annals of Computer Science and Information Systems series by the PIPS (ISSN-2300-5963). The books of this series have been submitted to Copernicus, DBLP, Cross Ref, Scholar, BazEkon, Open Access Library, Academic Keys, Journal Click, PBN, ARIANTE. At this stage, the effort, whole hearted support and suggestions given by Editor-in-Chief Prof. Marcin and Prof. Maria Ganzha is highly applaudable and commendable.
We would like to announce that the 7th edition of RICE attracts a good virtual footfall from various country researchers. It is an honor for us to receive valuable insights and visions regarding areas of interest to the conference from five keynote speakers from five countries. The details are given below:
- Assoc. Prof. Marco Anisetti, Università degli Studi di Milano, Italy
- Prof. Manukid Parnichkun, Industrial System Engineering Program, Asian Institute of Technology, Thailand
- Prof. Gwanggil Jeon, Incheon National University, Korea
- Prof. Ashish Mishra, Gyan Ganga Institute of Technology and Sciences, India
- Dr. Le Anh Ngoc, Director, Swinburne Innovation Space Swinburne University of Technology, Vietnam.
As per the guidelines issued by the Ministry of Vietnam, and keeping in view of health concerns, flexible options were shared with participants to join as Online/Offline Mode.
We are thankful to the leaders of UTEHY, TDMU, VUTED, UTH for their sincere cooperation and whole hearted support to make RICE 2022 a successful event. There are many names who play a vital role, but still we think that it is the right place to mention their support to make this conference a huge success.
- Assoc. Prof. Bui Trung Thanh, The Rector of Hung Yen University of Technology and Education, Vietnam
- Dr. Nguyen Quoc Cuong, The Rector of Thu Dau Mot University, Vietnam
- Dr. Pham Huu Truyen, The Rector of Vinh University of Technology Education, Vietnam
- Dr. Nguyen Tien Thuy, The Chairman of Ho Chi Minh City University of Transport, Vietnam
- Dr. Vu Hong Son, Hung Yen University of Technology and Education, Vietnam
- Dr. Nguyen Ho Quang, Thu Dau Mot University, Vietnam
- Dr. Le Khac Binh, Vinh University of Technology Education, Vietnam
- Dr. Nguyen Quang Sang, Ho Chi Minh City University of Transport, Vietnam
Last but not least, we would like to take this opportunity to extend our deepest gratitude to the Advisory Board, Organizing Committee, International Scientific Committee, institutions, companies, and volunteers, who have directly or indirectly supported the success of this conference.
Looking forward to welcoming you to upcoming RICE edition.
Proceeding’s Editors – RICE 2022:
Vijender Kumar Solanki, CMR Institute of Technology, Hyderabad, TS, India.
Bui Trung Thanh, Hung Yen University of Technology and Education, Vietnam.
Seventh International Conference on Research in Intelligent and Computing in Engineering
Analyzing Control Structures of SSSCs for Fast Compensation in the Case of Unbalanced Voltage Sag in Power System
45 Dynamic voltage restorer, Voltage sag, Power quality Trinh Tran Duy, Nguyen Huu Thai, Trung Vo Tien, Dung Vo Tien, Minh Vu Thi, Tuyen Bui Trung, pages 1–6.
Improved DSR Routing Protocol Performance Using Intelligent Mobile Agent
40 MANET, Agent, DSR, LSD, LB-DSR, LET, EDR Pham Quoc Hung, Nguyen Vinh Quy, Dao Manh Linh, Vi Hoai Nam, pages 7–10.
Adaptive PID-Type Iterative Learning Control for DC Motor Position
49 PID, ILC, DC motor, Adaptive control Tri-Quang Le, Nguyen Ngoc Tu, Le Ngoc Truc, pages 11–14.
A Platoon Control Method based on Cooperative Adaptive Cruise Control Vehicles in Traffic Flow
51 Cooperative Adaptive Cruise Control, Vehicle Following, Spacing Strategies, vehicle platoon, intelligent transportation systems. Duc Lich Luu, Huu Truyen Pham, Thanh Binh Nguyen, Sang Truong Ha, Ciprian Lupu, pages 15–20.
A DNA Steganography Algorithm Based on The DNA-XOR Technique
42 Steganography, DNA sequence, XOR operation, DNA-XOR Vinh-Quy Nguyen, Dinh-Chien Nguyen, Viet-Hung Dang, Thanh-Hue Nguyen Thi, Thu-Hang Phan Thi, Dinh-Thinh Luu, pages 21–24.
Navigation for drones in GPS-Denied environments based on Vision processing
46 UAV, GPS-Denied, vision Nguyen Duy Ninh, Tran Thi Van, Khoa Nguyen Dang, Bui Thanh Tung, pages 25–27.
Optimal tracking controllers with Off-policy Reinforcement Learning Algorithm in Quadrotor
52 Dinh Duong Pham, Thanh Trung Cao, Tat Chung Nguyen, Phuong Nam Dao, pages 29–32.
Fuzzy Brain Emotional Controller for Heart Disease Diagnosis
50 Heart disease prediction, fuzzy system, Brain emotional learning controller Duc-Hung Pham, Viet-Ngu Nguyen, Thi Minh-Tam Le, pages 33–36.
An Edge Computing Collaboration Solution for Internet of Vehicles
38 5G, Internet of Things, Edge Computing, Internet of Vehicles (IoVs) Vu Khanh Quy, Dang Van Anh, Vi Hoai Nam, Nguyen Minh Quy, Anh-Ngoc Le, pages 37–41.
Outage Performance of Full-Duplex Dual-hop Relaying System With Energy Harvesting Using Fountain Codes
37 Fountain codes, dual-hop relaying system, full-duplex, energy harvesting Nguyen Hong Viet, Dang The Hung, Nguyen Thi Thanh Hoai, Nguyen Hoang Anh, Nguyen Hoanh Viet, Gia-Thinh Vo, pages 43–47.
Innovative Development of a Flying robot with a Flexible Manipulator for Aerial Manipulations
47 Flying robot, aerial robot, flexible manipulator, aerial manipulation, unmanned aerial vehicle, UAV, soft robot link, design, product development Yavor Yotov, Nikolay Zlatov, Georgi Hristov, Plamen Zahariev, Chi Hieu Le, James Gao, Anh My Chu, Ho Quang Nguyen, Le Minh Huynh, Jamaluddin Mahmud, Trung Thanh Bui, Michael S. Packianather, pages 49–54.
Development of Ensemble Tree Models for Generalized Blood Glucose Level Prediction
36 diabetes, time-series, generalization, machine learning, stacking Aashima, Shashank Bhargav, Shruti Kaushik, Varun Dutt, pages 55–61.
Performance Evaluation Of Multi-Hop Relaying IoTs Networks Using Hop-By-Hop Cooperative Transmission Under Impact of Co-channel Interference
14 Cooperative communication, multi-hop relaying, co-channel interference, outage probability Ngo Hoang An, Nguyen Ngoc Son, Nguyen Quang Sang, Doan Van Dong, Lam-Thanh Tu, Tran Trung Duy, pages 63–68.
Dealing with Imbalanced Data for GPS Trajectory Outlier Detection
10 component, formatting, style, styling, insert Nguyen Van Chien, Van-Hau Nguyen, Le Van Quoc Anh, pages 69–74.
Automated Code Generation from Use cases and the Domain Model
27 Generate source code, USL, Use case, USLSCG Minh-Hue Chu, Anh-Hien Dao, pages 75–81.
Chronic kidney disease diagnosis using Fuzzy Knowledge Graph Pairs-based inference in the extreme case
35 fuzzy knowledge graph, fuzzy inference system, chronic kidney disease, health sector Pham Minh Chuan, Luong Thi Hong Lan, Tran Manh Tuan, Nguyen Hong Tan, Cu Kim Long, Pham Van Hai, Le Hoang Son, pages 83–88.
Analysis and Prediction for Air Quality Using Various Machine Learning Models
03 Machine Learning, AQI, Data Analysis To-Hieu Dao, Hoang Van Nhat, Hoang Quang Trung, Vu Hoang Dieu, Nguyen Thi Thu, Duc-Nghia Tran, Duc-Tan Tran, pages 89–94.
A Big Data Platform for Real-Time Video~Surveillance
25 Spark Structured Streaming, Kafka, Video Querying, Video Streaming, Video Surveillance Thi-Thu-Trang Do, Quang-Thinh Dam, Tai-Huy Ha, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen, pages 95–101.
Comparative Study of Deep Learning Models for Predicting Stock Prices
02 stock price prediction, deep learning, machine learning Van-Thang Duong, Duc-Tuan-Anh Nguyen, Thi-Thu-Hang Pham, Van-Hau Nguyen, Van-Quoc Anh Le, pages 103–108.
Utilize Deep learning to increase the performance of a Book recommender system using the Item-based Collaborative Filtering
11 Item-based Collaborative Filtering, Deep Learning, Textual embedded recommender system Cu Nguyen Giap, Le Thi Huyen Dieu, Luong Thi Hong Lan, Tran Thi Ngan, Tran Manh Tuan, pages 109–113.
On the Performance of Cellular Networks with Adaptive Modulation and Energy Harvesting—A Stochastic Geometry Approach
15 Adaptive Modulation, Energy Harvesting, Performance Analysis, Stochastic Geometry Nhut-Minh Ho, Sang Quang Nguyen, Thanh-Toan Phan, Lam-Thanh Tu, pages 115–120.
Optimizing Reference Model for Disturbance Rejection Controller for 3-DoF Robot Manipulator
32 Adaptive control, Optimal control, Observer, Disturbance rejection, Manipulator Duy Hoang, Dung Do Manh, Thai Dinh Kim, Hai Xuan Le, Thanh Ngoc Pham, Nguyen Huu Thai, Long Mau Nguyen, pages 121–127.
A Study on Thyroid Nodule Image Classification System Using Small Amount of Training Samples
12 malignant thyroid nodule, deep learning, artificial intelligence, ultrasound image Quoc Tuan Hoang, Xuan Hien Pham, Xuan Thang Trinh, pages 129–133.
Development of a Smart System for Early Detection of Forest Fires based on Unmanned Aerial Vehicles
19 Unmanned aerial vehicles, computer vision, artificial intelligence, early detection of forest fires, autonomous system for fire detections Georgi Hristov, Nikolay Zlatov, Plamen Zahariev, Chi Hieu Le, Diyana Kinaneva, Georgi Georgiev, Yavor Yotov, James Gao, Anh My Chu, Ho Quang Nguyen, Le Minh Huynh, Trung Thanh Bui, Mohd Nor Azmi Ab Patar, Jamaluddin Mahmud, Michael S. Packianather, pages 135–140.
Proof-of-Miner-Clustering-Authentication Consensus Method of Blockchain for IoT Networks
17 blockchain, IoT, consensus Tam T. Huynh, Chinh N. Huynh, Thanh H. Nguyen, pages 141–144.
Optimized Approach of Feature Selection Based on Binary Genetic Algorithm in Classification of Induction Motor Faults
30 S-transform, binary genetic algorithm, SVM, BPNN, feature selection, fault detection Truong-An Le, pages 145–150.
Improving Logical Structure Analysis of Visually Structured Documents with Textual Features
26 Logical structure analysis, VSDs, feature engineering, information extraction Huu-Loi Le, Nghia Luu Trong, Huyen Ngo Thanh, pages 151–156.
A Flexible Approach for Automatic Door Lock Using Face Recognition
18 Face detection, Face recognition, HOG method, MTCNN method, Jetson TX2 embedded computer, deep learning Van-Dat Ly, Hong-Son Vu, pages 157–163.
Outage Probability and Intercept Probability Of Cognitive IoTs Networks With Relay Selection, Passive Eavesdropper and Hardware Noises
21 Underlay spectrum-sharing cognitive radio, physical-layer security, outage probability, intercept probability, hardware impairments Pham Xuan Minh, Nguyen Van Hien, Pham Quoc Hop, Tran Trung Duy, Nguyen Trung Hieu, Le Quang Phu, pages 165–170.
A hybrid method based MPP tracking strategy for solar power systems
29 Partial shading influence, photovoltaic (PV), maximum power point (MPP), boost converter, direct current (DC), grey wolf optimization (GWO), incremental conductance (In-Cond) algorithm Sy Ngo, Thanh-Dong Ngo, Cao-Tri Nguyen, pages 171–176.
From a Proposed CNN Model to a Real-World Application in Rice Disease Classification
34 Rice diseases, Mobile app, CNN Hoang Long Nguyen, Thi Ha Tran, Hong Ha Le Thi, Dinh Cong Nguyen, pages 177–182.
Material parameter identification for clinching process simulation using neural network metamodels
31 neural network metamodel, material parameters, finite element analysis, optimization, clinching Duc Vinh Nguyen, Pai-Chen Lin, Minh Chien Nguyen, Yang-Jiu Wu, Hoang Son Tran, Xuan Van Tran, pages 183–188.
Efficient Backoff Priority-based Medium Access Control Mechanism for IoT Sensor Networks
24 Backoff window, Internet of things, MAC protocol, Wireless sensor networks Thu-Hang T. Nguyen, Hai-Chau Le, Trong-Minh Hoang, Trinh Nguyen Chien, pages 189–194.
Decoupling Sliding Mode Control of Underactuated Systems using a Takagi-Kang-Sugeno Fuzzy Brain Emotional Controller and Particle Swarm Optimization
33 Takagi-Kang-Sugeno fuzzy system, brain emotional controller, bridge-crane system. Duc-Hung Pham, Viet-Ngu Nguyen, Thi Minh-Tam Le, pages 195–200.
udCATS: A Comprehensive Unsupervised Deep Learning Framework for Detecting Collective Anomalies in Time Series
04 collective anomaly, time series, unsupervised, deep learning Truong Son Pham, Viet Hung Nguyen, Anh Thang Le, Van Duong Bui, pages 201–206.
An investigation of the complexities of a malignant tumor's fractional-order mathematical model
28 Homotopy decomposition method, Series solution, Caputo fractional derivative, Fractional malignant tumor model Rakhi Singh, Vijay Kumar Gupta, Jyoti Mishra, pages 207–211.
Energy-Efficient Distributed Cluster-Tree Based Routing Protocol for Applications IoT-Based WSN
22 Wireless sensor networks, energy-efficient, routing protocol, tree-based clustering, IoT Nguyen Duy Tan, Hong-Nhat Hoang, pages 213–218.
CRSDF: Improved Network Lifespan through Chain-routing Scheme and Data Fusion in Wireless Sensor Network
16 Energy-efficient, routing protocol, chain-based clustering, wireless sensor networks, data fusion. Nguyen Duy Tan, Hong-Nhat Hoang, pages 219–225.
Root Rot Lentil and Healthy Lentil Detection Using Image Processing
08 Image processing, Root Rot lentil, Healthy lentil, CNN, Tensor flow, Plant disease detection, classification Noshin Tasnia, Moon Halder, Mst. Jiasmin Ara, Md. Rejaul Karim, Shakik Mahmud, pages 227–234.
An XAI-Based Deep Learning Framework for Coronary Artery Disease Diagnosis using SPECT MPI polar map images
06 XAI, Transfer Learning, Deep Learning, LIME, GradCAM, RISE Ton Do Thanh, Chi Thanh Nguyen, Nhu Hai Phung, Van-Hau Nguyen, Trung Kien Tran, Thanh Trung Nguyen, pages 235–241.
GreedySlide: An Efficient Sliding Window for Improving Edge-Object Detectors
09 To Hai Thien, Tung-Lam Duong, Chi-Luan Le, pages 243–248.
Different Classifier Approaches Used For Fingerprint Classification
13 Naïve Bayes, SVM, Logistic Regression, Random Forest, Gender classification, Fingerprint database, Association Rule Mining Meena Tiwari, Ashish Mishra, pages 249–253.
Simple and Efficient Convolutional Neural Network for Trash Classification
01 Convolutional neural network, trash classification, trash recognition Binh-Giang Tran, Duy-Linh Nguyen, pages 255–260.
A Deep Learning Approach with Stack of Sub-classifiers for Multi-label Classification of Obstructive Disease from Myocardial Perfusion SPECT
07 CAD, Myocardial Perfusion SPECT, multi-label classification, transfer learning Ninh Ngan Trieu, Nhu Hai Phung, Chi Thanh Nguyen, Thanh Trung Nguyen, pages 261–266.
Performance Evaluation of Short-Packet Communications of Single-Hop System with Presence of Co-Channel Interference
23 average block error rate, short-packet communication, single-hop, co-channel interference Vu Le Anh Uyen, Tien-Tung Nguyen, Duy Tran Trung, Lam-Thanh Tu, Tan Nguyen Nhat, Sang Nguyen Quang, pages 267–271.
Design of scheduling algorithms for UAVs to Detect Air Pollution Sources from Chimneys in Industrial Area
20 Gaussian Plume Model, Unmanned Aerial Vehicle, Air Pollution Le Van Vinh, Ngo Thanh Huyen, pages 273–278.
Safety-Assisted Driving Technology Based on Artificial Intelligence and Machine Learning for Moving Vehicles in Vietnam
05 ADAS Advanced Driver Assistance Systems, YOLO model, Deep learning algorithm and Artificial Intelligence. Hong-Son Vu, Van-Hien Nguyen, pages 279–284.
- Short Papers
A New Approach of Question Answering based on Knowledge Graph in Traditional Medicine
44 Knowledge Graph; Traditional Medicine; Node Similarity Pham Van Duong, Tien-Dat Trinh, Hai Van Pham, Tran Manh Tuan, Le Hoang Son, Huy-The Vu, Minh-Tien Nguyen, Pham Minh Chuan, pages 285–288.
Designing and Manufacturing the AI Robot for Water Resources Management
48 AI robots, intelligence, mechatronics, IT, water resources Vu Ngoc Thuong, Le Khac Binh, pages 289–293.
Bank Loan Analysis using Data Mining Techniques
43 bank loan analysis, association rules mining, clustering, classification Thi-Nhi Trinh, Hoang-Diep Nguyen, pages 295–298.
Application of Machine Learning in Malicious IoT Classification and Detection on Fog-IoT Architecture
39 Fog Computing; Security IoT; Malicious IoT Devices; Fog Node Duong Thi Van, Tran Ba Hung, Tran Duc Thang, Nguyen Khac Giao, pages 299–303.