Intelligent Systems and Networks: Selected Articles from ICISN 2021, Vietnam (Lecture Notes in Networks and Systems, 243)

713 Pages·2021·89.578 MB·English

by  Duc-Tan Tran (editor), Gwanggil Jeon (editor), Thi Dieu Linh Nguyen (editor), Joan Lu (editor), Thu-Do Xuan (editor)

Lecture Notes in Networks and Systems 243
Duc-Tan Tran · Gwanggil Jeon ·
Thi Dieu Linh Nguyen · Joan Lu ·
Thu-Do Xuan   Editors
Intelligent
Systems and
Networks
Selected Articles from ICISN 2021,
Vietnam
Lecture Notes in Networks and Systems
Volume 243
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas—
UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,
Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, University
of Illinois at Chicago, Chicago, USA, Institute of Automation, Chinese Academy
of Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer Engineering,
University of Alberta, Alberta, Canada, Systems Research Institute,
Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,
Kowloon, Hong Kong
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Duc-Tan Tran Gwanggil Jeon
(cid:129) (cid:129)
Thi Dieu Linh Nguyen
(cid:129)
Joan Lu Thu-Do Xuan
(cid:129)
Editors
Intelligent Systems
and Networks
Selected Articles from ICISN 2021, Vietnam
123
Editors
Duc-TanTran Gwanggil Jeon
Phenikaa University Department ofEmbedded Systems
Hanoi, Vietnam Engineering
IncheonNational University
ThiDieu LinhNguyen Incheon, Korea (Republicof)
HanoiUniversity of Industry
Hanoi, Vietnam JoanLu
University of Huddersfield
Thu-DoXuan Huddersfield, UK
University of Transport Technology
Hanoi, Vietnam
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notesin Networks andSystems
ISBN978-981-16-2093-5 ISBN978-981-16-2094-2 (eBook)
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Preface
TheFirstInternationalConferenceonIntelligentSystems&Network(ICISN2021)
washeldonMarch19–20,2021,attheUniversityofTransportTechnology(UTT),
Hanoi, Vietnam. The first edition of ICISN 2021, at UTT given an international
forum, where academician, researchers as well as industry practitioners who were
actively involved in the research fields of mobile and wireless networks, software
engineering,computationalintelligence,signalprocessing,IoTapplications,orany
other emerging trends related to the theme covered by the conference.
This conference was in hybrid nature, was offline and online technical paper
sessions,invitedtalks,andpanelsorganizedaroundtherelevanttheme.ICISN2021
receivedamassiveresponseintermsofthesubmissionofpapersacrosstheglobe.
ICISN 2021 received 275 reports from various countries outside Vietnam, such as
theUSA,India,China,Russia,Australia,Japan,Philippines,Bangladesh,Malaysia,
Romania, and Iraq.
The organizing committee of ICISN 2021 constituted a robust international
programcommitteeforreviewingpapers.Themanuscriptsubmissionwasmanaged
through EasyChair, and among all, only 78 papers have been selected after a
thorough review process. The conference proceedings will be published in lecture
note in network systems (ISSN: 2367-3370), Springer, currently indexed in
SCOPUS, Google Scholar, and Springerlink. We convey our sincere gratitude to
theauthorityofSpringerforprovidingtheopportunitytopublishtheproceedingsof
ICISN 2021.
To realize this conference in 2021, we appreciate the University of Transport
Technology (UTT), Hanoi, Vietnam, to agree to host the conference and continu-
ously support the organization team during the preparation of two days of the
forum.Withouttheirsupport,thisconferencewouldnothavebeensuccessfulasthe
first time being held in Vietnam.
v
vi Preface
Oursinceregratitudetoallkeynoteaddresspresenters,invitedspeakers,session
chairs, and high officials from Vietnam for their gracious presence on the campus
onthisAugustoccasion.WewanttothankthekeynotespeakersasProf.Zhongyu
Lu, UK; Prof. Marco Anisett, Italy; Prof. Gwanggil Jeon, Korea, for giving their
excellent knowledge conference. At the same time, our sincere thanks to the
reviewers for completing a reviewing task timely.
TheTeamICISNconveyssincerethankstoalltheprogramcommitteemembers
and honored dignitaries, among few, are Dr. Vu Ngoc Khiem, Chairman of UTT's
Council; Dr. Tran Duc Lai, President of the Radio and Electronics Association of
Vietnam; Dr. Nguyen Hoang Long, Rector of UTT; Dr. Nguyen Manh Hung,
Vice-rector of UTT; Dr. Doan Quang Hoan, Vice President of the Radio and
Electronics Association of Vietnam; Dr. Ngo Quoc Trinh, Head of Science &
Technology, UTT; Dr. Tran Ha Thanh, Dean of IT Department, UTT; and
Team ICISN for their efforts to make the congress a huge success.
Lastbutnotleast,weconveyoursincerethankstoalltheauthorswhosubmitted
paperstoICISN2021andmadeahigh-qualitytechnicalprogrampossible.Finally,
we acknowledge the support received from the faculty members, Science and
Technology Department of the UTT, officers, staff, and University of Transport
TechnologyAuthority.WehopethatthearticlepublishedthroughICISN21willbe
helpful for the researchers pursuing research in computer science, information
technology,andrelatedareas.Practicingtechnologistswouldalsofindthisvolume
to be a good source of reference.
Tran Duc Tan
Jeon Gwanggill
Nguyen Thi Dieu Linh
Joan Lu
Do Xuan Thu
Contents
Proposal System for Monitoring Parameters in an Industrial
Incubator Incorporating SVM Model to Detect Diseased Chickens . . . . 1
Phat Nguyen Huu
Designing a Remote Monitoring System for Lakes Based on Internet
of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
Quang-Trung Hoang, Nguyen Canh Minh, and Duc-Tan Tran
The Role of Blockchain Security in the Internet of Things. . . . . . . . . . . 18
Omar Michael, Doan Trung Tung, and Nguyen Canh Khoa
ChallengesandMeritsofWavelength-AgileinTWDMPassiveOptical
Access Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
Nguyen-Cac Tran, Ngoc-Dung Bui, and Tien-Thanh Bui
Enabling Technologies and Services for 6G Networks . . . . . . . . . . . . . . 33
Mohamed El Tarhuni and Ahmed I. Salameh
An Enhanced Model for DGA Botnet Detection Using Supervised
Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43
Xuan Dau Hoang and Xuan Hanh Vu
Developing Vietnamese Sentiment Lexicon from Social Reviews
Corpus Based on Support Measurement . . . . . . . . . . . . . . . . . . . . . . . . 52
Ha Nguyen Thi Thu, Vinh Ho Ngoc, An Nguyen Nhat,
and Hiep Xuan Huynh
Designing Bidding Systems in Supply Chain Management Using
Blockchain Technology. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59
Nguyen Huu Hieu, Le Van Minh, Le Nhat Anh, Nguyen Thanh Tai,
Phan Hai Le, Phung Ngoc Lam, Nguyen Thi Tam, and Le Anh Ngoc
vii
viii Contents
Feature Selection Using Genetic Algorithm and Bayesian
Hyper-parameter Optimization for LSTM in Short-Term
Load Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
Nguyen Nhat Anh, Nguyen Hoang Quoc Anh, Nguyen Xuan Tung,
and Nguyen Thi Ngoc Anh
Improving Continuous Hand Gesture Detection and Recognition
from Depth Using Convolutional Neural Networks . . . . . . . . . . . . . . . . 80
Thanh-Hai Tran and Van-Hieu Do
Research on Large-Scale Knowledge Base Management Frameworks
for Open-Domain Question Answering Systems . . . . . . . . . . . . . . . . . . . 87
Dat Tien Nguyen and Hao Duc Do
An Implementation of Firewall as a Service for OpenStack
Virtualization Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
Xuan Tung Hoang and Ngoc Dung Bui
A Hybrid Swarm Evolution Optimization for Solving Sensornet
Node Localization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
Trong-TheNguyen,Tien-WenSung,Duc-TinhPham,Truong-GiangNgo,
and Van-Dinh Vu
DeepLearning-BasedImbalancedDataClassificationforChestX-Ray
Image Analysis. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Dang Xuan Tho and Dao Nam Anh
Mathematical Modeling the Network’s Non-linearity for Analyzing
and Assessing the Small-Signal Stability in Multi-machine Power
Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
Luu Huu Vinh Quang
Hybrid Louvain-Clustering Model Using Knowledge Graph
for Improvement of Clustering User’s Behavior on Social Networks . . . 126
Hai Van Pham and Dong Nguyen Tien
Design of Air Bubble Detection System Used in Pleural Drainage
Suction Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134
Kien Nguyen Phan, Khoi Nguyen Doan, and Vu Tran Anh
An Improved Structural Design for Elastic Beam of Six-Axis
Force/Torque Sensor Based on Strain Gauges . . . . . . . . . . . . . . . . . . . . 142
Ho Quang Nguyen, Anh Tuan Nguyen, Huu Chuc Nguyen,
and Trong Toai Truong
QoSEvaluationofMultimediaDataoverMulti-hopAdHocNetworks
for Testbed System. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 150
Ngo Hai Anh and Pham Thanh Giang
Contents ix
Beamforming for Density-Based DBIM Scheme
in Ultrasound Tomography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157
TranQuangHuy,TranBinhDuong,PhucThinhDoan,andDuc-TanTran
Improving Social Trend Detection Based on User Interaction
and Combined with Keyphrase Extraction Using Text Features
on Word Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 163
XuanTruong Dinh, TienDat Trinh, TuyenDo Ngoc, and VanHai Pham
Synthesis of Remote Control Law When Taking into Dynamics
and Nonlinear of the Missile Stage. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171
Nguyen Ngoc Tuan, Nguyen Duc Thi, Nguyen Van Bang,
and Tran Van Tuyen
Determining for Launcher Distance and Intersection Point of Missile
and Target Using Simulation Method . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Thi Nguyen Duc, Tuan Nguyen Ngoc, Giang Le Ngoc,
and Tinh Tran Xuan
Integrating Multi-threading into Query-Subquery Nets . . . . . . . . . . . . . 189
Son Thanh Cao, Phan Anh Phong, and Le Quoc Anh
The Next Generation Multifunctional Window System. . . . . . . . . . . . . . 197
Julker Nien Akib, Shakik Mahmud, and Mohammad Farhan Ferdous
An Improved Automatic Lung Segmentation Algorithm
for Thoracic CT Image Based on Features Selection . . . . . . . . . . . . . . . 206
Tran Anh Vu, Pham Duy Khanh, Hoang Quang Huy, Han Trong Thanh,
Nguyen Tuan Dung, and Pham Thi Viet Huong
Lung Sounds Classification Using Wavelet Reconstructed Sub-bands
Signal and Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Vu Tran, Tung Trinh, Huyen Nguyen, Hieu Tran, Kien Nguyen,
Huy Hoang, and Huong Pham
Portfolio Selection with Risk Aversion Index by Optimizing
over Pareto Set. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Tran Ngoc Thang and Nguyen Duc Vuong
Control Design for Two-Channel Missile Systems . . . . . . . . . . . . . . . . . 233
Ba Thanh To, Duc Thuan Tran, and Phuong Nam Dao
DetectingLeftoverFoodandtheShrimpforEstimatingoftheShrimp
Body Length Based on CNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Van Quy Hoang and Dinh Cong Nguyen
Real-Time End-to-End 3D Human Pose Prediction
on AI Edge Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 248
Hai-Thien To, Trung-Kien Le, and Chi-Luan Le