Advance Program for ICAIIC2020
Oral Sessions
Seq. No.

Paper No.

Title

1A: Information and Communications Technology 1 (09:00 AM - 10:40 AM, Feb. 19, 2020)

Authors with affiliation and country
Session Chair: Prof. Mai Ohta (Fukuoka University, Japan)

1

1570619111 Prediction of Network Throughput using ARIMA

Dongwon Lee, Dongwoo Lee, Minji Choi and Joohyun Lee (Hanyang University, Korea (South))2

1570619375 Resource Optimization in Satellite-Based Internet of Things

Feng Li and Kwok-Yan Lam (Nanyang Technological University, Singapore)

3

1570618771 Surrounding Vehicle Distance Estimation using Impulse Radio Ultra-Wideband

Jihun Kim and Dong Seog Han (Kyungpook National University, Korea (South))4

1570609446 Optimal Resources Allocation of Bidirectional Relay Communication

Caixia Cai, Runhe Qiu and Xueqin Jiang (Donghua University, China)

1B: AI for Image Processing and Multimedia 1 (09:00 AM - 10:40 AM, Feb. 19, 2020)

Session Chair: Prof. Benaoumeur Senouci (ECE-Paris, France)

1

Analysis of the Effect of Automotive Ethernet Camera Image Quality on Object
1570612167
Detection Models

2

1570615529

Food Image Recognition Based on Densely Connected Convolutional Neural
Networks

Al-Selwi Metwalli (Zhejiang Sci-Tech University, China); Wei Shen (Zhejiang Sci-Tech University & University of Memphis,
China); Chase Q. Wu (New Jersey Institute of Technology & Oak Ridge National Laboratory, USA)31570612338

Multivariate Time Series Imaging for Short-Term Precipitation Forecasting Using
Convolutional Neural Networks

Elmer C Peramo (Advanced Science and Technology Institute, Philippines); Sun Arthur A. Ojeda (University of thePhilippines Manila, Philippines); Geoffrey Solano (University of the Philippines, Manila & University of the Philippines,
Diliman, Philippines)

4

1570615900

Generative Adversarial Networks Based on Edge Computing With Blockchain
Architecture for Security System

Kevin Putra Dirgantoro, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea (South))51570617856

Optimization Algorithm for Driver Monitoring System using Deep Learning
Approach

Min Woo Yoo and Dong Seog Han (Kyungpook National University, Korea (South))

2A: Information and Communications Technology 2 (14:00 PM - 15:40 PM, Feb. 19, 2020)

Hsiang Huang (National Taipei University, Taiwan); Po-Yi Li (National Taipei University's, Taiwan); Kuan-Chung Chen andYung-Yuan Chen (National Taipei University, Taiwan)

Session Chair: Prof. Dong Seog Han (Kyungpook National University, Korea (South))1

Communication Handover for Multi-Dimensional UAVs in ROI using MIMO1570618851
Ultrawideband

Williams-Paul Nwadiugwu, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea (South))2

1570615584 Radio Environment Map Construction with Joint Space-Frequency Interpolation

Koya Sato (Tokyo University of Science, Japan); Kei Inage (Tokyo Metropolitan College of Industrial Technology, Japan);Takeo Fujii (The University of Electro-Communications, Japan)

3

1570613739

Controlling the Communication Overhead of Source Location Privacy Protocols in
Lilian Mutalemwa, Moonsoo Kang and Seokjoo Shin (Chosun University, Korea (South))Multi-hop Communication Wireless Networks

4

1570617033

Transmission Timing Adjustment Algorithm in IoT System Equipped with Low-cost
Masaki Amano, Mai Ohta and Makoto Taromaru (Fukuoka University, Japan)
Oscillator with Low Frequency Stability

51570616083

Measurement-based Spectrum Database for Wireless Distributed Networks Using Keita Katagiri (The University of Electro-Communication & Advanced Wireless and Communication Research Center
Shadowing Classifier(AWCC), Japan); Takeo Fujii (The University of Electro-Communications, Japan)

2B: AI for Image Processing and Multimedia 2 (14:00 PM - 15:40 PM, Feb. 19, 2020)

Session Chair: Min Young Kim (Kyungpook National University, Korea (South))1

1570619550 Tooth Detection and Segmentation with Mask R-CNN

Guohua Zhu, Zewen Piao and Suk Chan Kim (Pusan National University, Korea (South))2

1570599706 Personal Identification Methods Using Footsteps of One Step

Yuki Hori and Takahiro Ando (Kyushu University, Japan)

3

Development of an Inaudible Sound Communications System Based on a
1570612185
Machine Learning Approach

Naofumi Aoki (Hokkaido University, Japan)

41570613251

51570600788 Using CNN to identify map spots based on high-resolution data

Deep Learning Approach to Face Pose Estimation for High-Speed Camera
Network System

3A: Information and Communications Technology 3 (16:00 PM - 17:40 PM, Feb. 19, 2020)
1

High-Speed Optimizaiton Method for Resoruce Allocation in Wireless1570616162
Communication Systems by Coherent Ising Machine

21570586508

Cognitive Intelligence with Adaptive MAC Vehicular Ad-Hoc Network
Optimization

Seohyun Lee and Hyuno Kim (The University of Tokyo, Japan); Masatoshi Ishikawa (University of Tokyo, Japan)
Xin Zhang (Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China); lu Hua Luo (Lanzhou
Jiaotong University, China)
Session Chair: Prof. Sungtek Kahng (University of Incheon, Korea (South))
Hirotake Ito and Yuchang Jiang (Tokyo University of Science, Japan); Hiroyuki Yasuda (The University of Tokyo, Japan);Kazuyuki Aihara (University of Tokyo, Japan); Mikio Hasegawa (Tokyo University of Science, Japan)
Joanne Mun Yee Lim (School of Engineering, Monash University Malaysia); Yoong Choon Chang (Universiti Tunku Abdul
Rahman, Malaysia); Dhaval Karshanbhai Patel (School of Engineering and Applied Science-Ahmedabad University, India)

3

1570620989 Rolling MIMO-OFDM for Optical Camera Communication System

Huy Nguyen, Tung Lam Pham, Hoan Nguyen, Van Hoa Nguyen and Yeong Min Jang (Kookmin University, Korea (South))4

A Nature-Inspired Machine Optimization Technique for Metasurfaces to Improve1570617218
the Isolation between 5G MIMO Antennas

Changhyeong Lee, Abdul Rehman, Heejun Park and Gwang-Gyun Namgung (Incheon National University, Korea (South));Yejune Seo (Inchoen National University, Korea (South)); Sungtek Kahng (University of Incheon, Korea (South))51570620845 Automatic wireless power transfer management based on receiver feedback

Md. Faisal Ahmed and Md. Morshed Alam (Kookmin University, Korea (South)); Mostafa Zaman Chowdhury (Khulna
University of Engineering and Technology, Bangladesh); Yeong Min Jang (Kookmin University, Korea (South))6

1570612272 Adaptation Plan Policy in Traffic Routing for Priority Vehicle

Krishna Priawan Hardinda (University of Electro-Communications, Japan); Yuichi Sei (The University of ElectroCommunications, Japan); Yasuyuki Tahara (UEC, Japan); Akihiko Ohsuga (The University of Electro-Communications, Japan)

3B: AI for Image Processing and Multimedia 3 (16:00 PM - 17:40 PM, Feb. 19, 2020)

Session Chair: Dr. Mitchel Perez (Vrije Universiteit Brussel, Belgium)

1

1570619571

Compact Deeplearning Convolutional Neural Network based Hand GestureClassifier Application for Smart Mobile Edge Computing

Ashiquzzaman Akm, Seungmin Oh and Dongsu Lee (Chonnam National University, Korea (South)); Ji Lee (Masters Student,
SMMC Lab, Chonnam National University, Korea (South)); Jinsul Kim (Chonnam National University, Korea (South))2

1570608300

Three-Dimensional Photon Counting Integral Imaging Reconstruction using
Merging Reconstruction Method

Jaehoon Lee (Kyushu Institute of Technology, Japan); Myungjin Cho and Kotaro Inoue (Hankyong National University,
Korea (South)); Min-Chul Lee (Kyushu Institute of Technology, Japan)

3

1570615238 Semantic Video Segmentation with Dense-and-Dual Warping Spatial Features

Mehwish Awan and Jitae Shin (Sungkyunkwan University, Korea (South))4

1570620844 Object Detection Framework for High Mobility Vehicles Tracking in Night-Time

Tung Lam Pham, Hoan Nguyen, Van Bui, Huy Nguyen, Van Hoa Nguyen and Yeong Min Jang (Kookmin University, Korea(South))51570611203

A generalized sub-pixel mapping algorithm for auto-stereoscopic displays usingslanted optical plates

Hyun-Woo Kim (Kyushu Institute of Technology, Japan); Myungjin Cho (Hankyong National University, Korea (South)); MinKoo Kang (Korea Institute of Science and Technology, Korea (South)); Sung-Kyu Kim (Korea Institute of Science andTechnology (KIST), Korea (South)); Min-Chul Lee (Kyushu Institute of Technology, Japan)

61570601801

Image Quality Enhancement With Machine Learning Based Multi-Step SuperResolution

Niai Yano and Hiroshi Watanabe (Waseda University, Japan)

4A: AI Applications for Networking and IoT 1 (09:00 AM - 10:40 AM, Feb. 20, 2020)

Session Chair: Prof. Chase Q. Wu (New Jersey Institute of Technology & Oak Ridge National Laboratory, USA)11570609646

Q-Transfer: A Novel Framework for Efficient Deep Transfer Learning in
Networking

Trung V. Phan (Technische Universität Chemnitz, Germany); Shabnam Sultana (Technical University of Chemnitz, Germany);
Tri Gia Nguyen (Duy Tan University, Vietnam); Thomas Bauschert (Chemnitz University of Technology, Germany)

2

1570611814

A Deep Autoencoder Approach to Received Signal Strength-Based Localization
with Unknown Channel Parameters

Chaehun Im (University of Yonsei, Korea (South)); Sunghoon Jung and Chungyong Lee (Yonsei University, Korea (South))3

1570619397

Down-clocking Scheme using Deep Learning for Minimizing Energy Consumption JaeHyeon Park, Seung-Hyun Jeong and Young-Joo Suh (Pohang University of Science and Technology (POSTECH), Korea
in Wireless Networks(South))4

Performance Evaluation of Machine Learning Based Channel Selection Algorithm
1570616171 Implemented on IoT Sensor Devices and Its Application to Wireless Sensor
Network for Building Monitoring System

51570612735

SICNN: Spatial Interpolation with Convolutional Neural Networks for Radio
Environment Mapping

4B: AI for Control and Decision Systems 1 (09:00 AM - 10:40 AM, Feb. 20, 2020)
Estimation of Probability Density Function Using Multi-bandwidth Kernel Density
Estimation for Throughput

So Hasegawa, Ryoma Kitagawa, Takumi Ito and Takashi Nakajima (Tokyo University of Science, Japan); Song-Ju Kim (Keio
University, Japan); Yozo Shoji (National Institute of Information and Communications Technology, Japan); Mikio Hasegawa(Tokyo University of Science, Japan)
Riku Hashimoto and Katsuya Suto (The University of Electro-Communications, Japan)
Session Chair: Dr. Hirotada Honda (Toyo University, Japan)
Norisato Suga (ATR & Tokyo University of Science, Japan); Kazuto Yano (ATR, Japan); Julian L Webber (Osaka University &Advanced Telecommunications Research Institute International, Japan); Yafei Hou (Okayama University, Japan); Toshihide
Higashimori and Yoshinori Suzuki (ATR, Japan)

1

1570612062

21570617003 Utilization of Postural Transitions in Sensor-based Human Activity Recognition

3

1570611899

Waveform-based End-to-end Deep Convolutional Neural Network with Multiscale Sliding Windows for Weakly Labeled Sound Event Detection

Seokjin Lee and Minhan Kim (Kyungpook National University, Korea (South))4

1570600118

A Bilingual Chatbot Using Support Vector Classifier On an Automatic Corpus
Engine Dataset

Jasper Kyle Catapang (University of the Philippines Manila, Philippines); Geoffrey Solano (University of the Philippines,
Manila & University of the Philippines, Diliman, Philippines); Nathaniel Oco (De La Salle University, Philippines)

5

1570611940

PPMC Training Algorithm: A Deep Learning Based Path Planner and Motion
Controller

Tamir Blum and William Jones (Tohoku University, Japan); Kazuya Yoshida (Space Robotics Laboratory, Tohoku University,
Japan)

5A: AI Applications for Networking and IoT 2 (11:00 AM - 12:40 PM, Feb. 20, 2020)

Nguyen Thi Hoai Thu (Kyungpook National University, Korea); Dong Seog Han (Kyungpook National University, Korea(South))Session Chair: Prof. Takeo Fujii (The University of Electro-Communications, Japan)

11570621069 AI based Location Tracking in WiFi Indoor Positioning Application

Jeong Gon Kim (Korea Polytechnic University, Korea (South))2

1570601912 Computational Offloading of Convolutional Neural Network on a Smart Watch

Imran A. Zualkernan and Mohammed Towheed (American University of Sharjah, United Arab Emirates)

3

1570616117

UAV-assisted Real-time Data Processing using Deep Q-Network for Industrial
Internet of Things

Riesa Krisna Astuti Sakir, Muhammad Rusyadi Ramli, Jae Min Lee and Dong Seong Kim (Kumoh National Institute ofTechnology, Korea (South))4

1570616174

Receiver Beacon Transmission Interval Design Using Q-Learning focused on
Packet Delivery Rate for Multi-Stage Wireless Sensor Networks

Yu-ki Hatada and Takeo Fujii (The University of Electro-Communications, Japan)

51570611219

1D CNN based network intrusion detection with normalization on imbalanced
data

Wooseong Kim and Meliboev Azizjon (Gachon University, Korea (South)); Alikahanov Jumabek (Inha University, Korea(South))5B: AI for Control and Decision Systems 2 (11:00 AM - 12:40 PM, Feb. 20, 2020)

Session Chair: Dr. Patrick Philipp (Karlsruhe Institute of Technology (KIT), Germany)

1

1570616777

Predictive Analysis of Business Processes Using Neural Networks with Attention
Mechanism

Patrick Philipp (Karlsruhe Institute of Technology (KIT), Germany); Ruben Jacob (Karlsruhe Institute of Technology KIT,
Germany); Sebastian Robert (Fraunhofer IOSB, Germany); Jürgen Beyerer (Karlsruhe Institute of Technology (KIT), Germany);
Jürgen Beyerer (Fraunhofer IOSB, Germany)

2

1570611975

Precision Analysis of Bresenhams Algorithm on Low-power Intelligent Seeding
SystemRahimi Zahari, Tiong Hoo Lim and Serina Lim Chee Lian (Universiti Teknologi Brunei, Brunei Darussalam)3

1570612246 Reservoir computing with inertial manifold

Hirotada Honda (Toyo University, Japan)

4

Building Activity Profiling: Explainable and Predictive Modeling for Building
1570608038
Automation

Takashi Kasuya (the University of Tokyo & Takenaka Corporation, Japan); Hiroshi Esaki (The University of Tokyo, Japan);Takeshi Takai (Takenaka Corporation, Japan)

51570611029 Traffic Congestion Level Prediction Based on Recurrent Neural Networks

Fei-Rong Huang, Cong-Siang Wang and Chih-Min Chao (National Taiwan Ocean University, Taiwan)

6A: AI Applications for Mobile Communication 1 (14:00 PM - 15:40 PM, Feb. 20, 2020)

Session Chair: Prof. Fumiaki Maehara (Waseda University, Japan)

1

Deep Learning Based CoMP Transmission Method Using Vehicle Position
1570616098
Information for Taxi Radio Systems

Kazuki Kojima, Yukiko Shimbo, Hirofumi Suganuma and Fumiaki Maehara (Waseda University, Japan)

21570611945 Power Control Based on Multi-Agent Deep Q Network for D2D Communication

Shi Gengtian (Waseda, Japan); Jiang Liu (Waseda University, Japan)

3

Spectrum Database Aided Prior Vacant Frequency Band Detection for Spectrum
1570616116
Sharing

Miho Musashi and Koichi Adachi (The University of Electro-Communications, Japan)

41570616587 Fast Beamforming Strategy: Learning the AoD of the Dominant Path

YongMin Song and Jeongwan Kang (Hanyang University, Korea (South)); Hyekyung Jwa and Jeehyeon Na (ETRI, Korea(South)); Sunwoo Kim (Hanyang University, Korea (South))51570611813 A Localization Method with Insufficient RSS samples using Neural Network

Sunghoon Jung (Yonsei University, Korea (South)); Chaehun Im (University of Yonsei, Korea (South)); Chahyeon Eom andChungyong Lee (Yonsei University, Korea (South))

6B: AI for Data Analysis, Big Data and Cloud 1 (14:00 PM - 15:40 PM, Feb. 20, 2020)

Session Chair: Dr. Rabiul Islam (Tokyo University of Agriculture and Technology, Japan)

1

Neural architecture search under black-box objectives with deep reinforcement
1570599565
learning and increasingly-sparse rewards

Mitchel A. Perez, Abel Diaz Berenguer and Ercheng Pei (Vrije Universiteit Brussel, Belgium); Meshia Cédric Oveneke (VUB,
Belgium); Hichem Sahli (Vrije Universiteit Brussel, Belgium)

2

1570612341 Measures of Complexity for Large Scale Image Datasets

Ameet Rahane (University of California, Berkeley, USA); Anbumani Subramanian (Intel Corporation, USA)

3

Deep Hybrid Fuzzy Neural Hammerstein-Wiener Network for Stock Price
1570611822
Prediction

Chen Xie, Deepu Rajan and Chai Quek (Nanyang Technological University, Singapore)

4

1570612705 A Robust Method for Kernel Principal Component Analysis

Duo Wang and Toshihisa Tanaka (Tokyo University of Agriculture and Technology, Japan)

51570611542 Aspect Extraction for Tourist Spot Review in Indonesian Language using BERT

Muhamad Rizky Yanuar and Shun Shiramatsu (Nagoya Institute of Technology, Japan)

7A: AI Applications for Mobile Communication 2 (16:00 PM - 17:40 PM, Feb. 20, 2020)

Session Chair: Prof. Dong Myung Lee (Tongmyong University, Korea (South));Moh. Khalid Hasan, Md. Shahjalal, Md Mainul Islam, Md. Morshed Alam, Md. Faisal Ahmed and Yeong Min Jang (Kookmin
University, Korea (South))1

1570621039 The Role of Deep Learning in NOMA for 5G and Beyond Communications

2

1570612079

31570614399 Deep Learning Based Fingerprinting Scheme for Wireless Positioning

Keun Young Seok and Jung Hoon Lee (Hankuk University of Foreign Studies, Korea (South))4

Location Estimation in Indoor Environments Using Multiple Items of Sensed
1570619310
Information

Eisuke Kudoh and Kosuke Karino (Tohoku Institute of Technology, Japan)

51570616049 Face Verification Using mmWave Radar Sensor

Eran Hof, Amichai Sanderovich and Evyatar Hemo (Qualcomm Israel, Israel)

6

1570616044 Gesture recognition with 60GHz 802.11 waveforms

Eran Hof, Amichai Sanderovich and Evyatar Hemo (Qualcomm Israel, Israel)

Learning to Communicate with Autoencoders: Rethinking Wireless Systems with
Deep Learning

7B: AI for Data Analysis, Big Data and Cloud 2 (16:00 PM - 17:40 PM, Feb. 20, 2020)

Manuel Eugenio Morocho-Cayamcela, Judith Nkechinyere Njoku and Wansu Lim (Kumoh National Institute of Technology,
Korea (South))

Session Chair: Prof. Hiroaki Mukaidani (Hiroshima University, Japan)

11570612362

Who wins the Game of Thrones? How Sentiments improve the Prediction of
Candidate Choice

Chaehan So (Yonsei University, Korea (South))2

1570587908

Effective-target Representation via LSTM with Attention for Aspect-level
Sentiment Analysis

Quan Liu and Hiroaki Mukaidani (Hiroshima University, Japan)

3

1570616688 Attention Based R&CNN Medical Question Answering System in Chinese

4

1570621304 Visualization Techniques for Outlier Data

Choi Seoung-Ho, Oh Young-Kyo and Dongyoung Koo (Hansung University, Korea (South))5

Leveraging Bayesian Deep Learning for Spaceborne GNSS-R Retrieval on Global
1570612028
Soil Moisture

Aung Lwin (School of Electronic and Information Engineering & Beihang University, China); Dongkai Yang and Hong
Xuebao (Beihang University, China)

8A: AI for Neuroscience and eHealth 1 (09:00 AM - 10:40 AM, Feb. 21, 2020)

Huey-Ing Liu (Fu-Jen Catholic University, Taiwan); Wei Lin Chen (Fu Jen Catholic University, Taiwan); Chih-Chien Ni (Fu Jen
University, Taiwan); ChengHung Hsu (Fu Jen Catholic University, Taiwan); Weiming Chen (Congregation for Catholic
Education, Taiwan); Yan-Ting Liu (Fu Jen University, Taiwan)

Session Chair: Prof. Kalyana Veluvolu (Kyungpook National University, Korea (South))1

1570616205 EEG based Functional Connectivity Analysis of Alzheimer's Disease Subjects

21570617777 A CNN-LSTM Approach to Human Activity Recognition

Ronald Mutegeki and Dong Seog Han (Kyungpook National University, Korea (South))1570609553 deSSIde: A Clinical Decision-Support Tool for Surgical Site Infection Prediction

Geoffrey Solano (University of the Philippines, Manila & University of the Philippines, Diliman, Philippines); Harold Mansillaand Marie Carmela Lapitan (University of the Philippines Manila, Philippines)

4

1570597978 Classification of Colposcopy Data Using GLCM-SVM on Cervical Cancer

Muhammad Thohir (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zoebad Foeady (UIN Sunan Ampel
Surabaya, Indonesia); Dian Candra Rini Novitasari (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zaenal Arifin(Universitas PGRI Ronggolawe, Indonesia); Bunga Phiadelvira (UIN Sunan Ampel Surabaya, Indonesia); Ahmad Hanif Asyhar(Universitas Islam Negeri Sunan Ampel, Indonesia)

51570616093

3

Outbreak Prediction of Hepatitis A in Korea based on Statistical Analysis and
LSTM Network

Daijiry Narzary and Kalyana Veluvolu (Kyungpook National University, Korea (South))

Mun Kyu Lee (Chosun University, Korea (South)); Jong Ho Paik (Seoul Women's University, Korea (South)); In Seop Na(Chosun University, Korea (South))

8B: AI for Energy, Computer Systems and Semiconductor Device (09:00 AM - 10:40 AM, Feb. 21, 2020 Session Chair: Prof. Yoshikazu Fukuyama (Meiji University, Japan)
1

1570616985

An Improved Stator Winding Short-circuit Fault Diagnosis using AdaBoost
Algorithm

Tanvir Alam Shifat and Jang-Wook Hur (Kumoh National Institute of Technology, Korea (South))2

1570620842

Power Demand Forecasting Using Long Short-Term Memory Neural Network
based Smart Grid

Van Hoa Nguyen, Van Bui and Yeong Min Jang (Kookmin University, Korea (South)); Joongheon Kim (Korea University,
Korea (South))3

1570610857 Automotive Ethernet-Based Black Box System

Yan-Xun LU, Yung-Yuan Chen and Wen-Nan Fang (National Taipei University, Taiwan)

4

Swarm Reinforcement Learning using DEEPSO-Q with Advantage for Operational
1570612154
Planning of Energy Plants

Kenjiro Takahashi and Yoshikazu Fukuyama (Meiji University, Japan)

51570616867

Intelligent Solenoid Pump Fault Detection based on MFCC Features, LLE andSVM*

9A: AI for Neuroscience and eHealth 2 (11:00 AM - 12:40 PM, Feb. 21, 2020)
Cervical Cancer Identification Based Texture Analysis Using GLCM-KELM on
Colposcopy Data

Ugochukwu Ejike Akpudo and Jang-Wook Hur (Kumoh National Institute of Technology, Korea (South))
Session Chair: Prof. Seokjoo Shin (Chosun University, Korea (South))
Dian Candra Rini Novitasari, Ahmad Hanif Asyhar and Muhammad Thohir (Universitas Islam Negeri Sunan Ampel,
Indonesia); Ahmad Zaenal Arifin (Universitas PGRI Ronggolawe, Indonesia); Hanimatim Mu’jizah and Ahmad Zoebad
Foeady (UIN Sunan Ampel Surabaya, Indonesia)

1

1570598043

2

Dian Candra Rini Novitasari (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zoebad Foeady (UIN Sunan Ampel
Automatic Approach for Cervical Cancer Detection Based on Deep Belief Network Surabaya, Indonesia); Muhammad Thohir (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zaenal Arifin
1570597967(DBN) Using Colposcopy Data
(Universitas PGRI Ronggolawe, Indonesia); Khoirun Niam (UIN Sunan Ampel Surabaya, Indonesia); Ahmad Hanif Asyhar(Universitas Islam Negeri Sunan Ampel, Indonesia)

3

1570599216 Personality Classification by Applying k-Means Clustering

41570601309

Nicolas Zurbuchen (University of Applied Sciences and Arts Western Switzerland & Institute of Complex Systems,
A Comparison of Machine Learning Algorithms for Fall Detection using Wearable
Switzerland); Pascal Bruegger (School of Engineering and Architecture - University of Applied Sciences - Western
Sensors
Switzerland & ICoSys Institute, Switzerland); Adriana Wilde (University of Southampton, United Kingdom (Great Britain))

5

1570616195

Analysis of Detecting Compensation for Robotic Stroke Rehabilitation Therapy
using Imbalanced Learning and Outlier Detection

9B : AI Foundation (11:00 AM - 12:40 PM, Feb. 21, 2020)

Assem Talasbek and Azamat Serek (Suleyman Demirel University, Kazakhstan); Meirambek Zhaparov (Paragon International
University, Cambodia); Seong-Moo Yoo (University of Alabama-Huntsville, USA); Yong-Kab Kim and Geun-Ho Jeong(Wonkwang University, Korea (South))

Sean Rich U Uy (Ateneo De Manila University, Philippines); Patricia Angela Abu (Ateneo de Manila University, Philippines)
Session Chair: Prof. Wooyeol Choi (Chosun University, Korea (South))1

1570612120 Audio Translation with Conditional Generative Adversarial Networks

2

Improving Robustness Against Adversarial Example Attacks Using Non-Parametric
SangHyeon An (Sogang University, Korea(South)); Min Jun Lee and Jungmin So (Sogang University, Korea (South))1570619325
Models on MNIST

Ahmad Yunis Moussa and Hiroshi Watanabe (Waseda University, Japan)

3

1570612194 A Method to Determine if a Test Case is Necessary using Support Vector Machine Satoshi Sunaga and Kazuhiro Kikuma (NTT Corporation, Japan)

41570612260 A Survey of Missing Data Imputation Using Generative Adversarial Networks

Jaeyoon Kim, Donghyun Tae and Junhee Seok (Korea University, Korea (South))51570609998 Chinese Story Generation Using Conditional Generative Adversarial Network

Jhe-Wei Lin, Jo-han Tseng and Rong-Guey Chang (National Chung Cheng University, Taiwan)

Poster Sessions
Seq. No.

Paper No.

Title

Poster session 1 (14:00 PM - 15:40 AM, Feb. 19, 2020)

Authors with affiliation and country
Session Chair: Prof. Youn-Hee Han (Korea University of Technology and Education, Korea (South))1

1570616112

Federated Reinforcement Learning for Controlling Multiple Rotary Inverted
Pendulums in Edge Computing Environments

Hyun-Kyo Lim, Ju-Bong Kim, Chan-Myung Kim, Gyu-Young Hwang, Ho-Bin Choi and Youn-Hee Han (Korea University ofTechnology and Education, Korea (South))2

1570625067

Transmission Opportunity-Based Distributed OBSS/PD Determination Method inIEEE 802.11ax Networks

Yonggang Kim (Samsung Electronics, Korea (South)); Gyungmin Kim (GIST, Korea (South)); Taewoon Kim (Hallym University,
Korea (South)); Wooyeol Choi (Chosun University, Korea (South))3

1570619557

Hand gesture classification based on short-time fourier transform of inaudible
sound

Jinwon Cheon and Sunwoong Choi (Kookmin University, Korea (South))4

1570616134 Topological Deep Network Embedding

5

1570616348

A Premature Ventricular Complex Detection Chip Using Convolution Neural
Network

Mohammadreza Radmanesh and Ahmad Asgharian Rezaei (Royal Melbourne Institute of Technology, Australia); Nameer Al
Khafaf and Mahdi Jalili (RMIT University, Australia)
Yu-Lun Huang and Yuan-Ho Chen (Chang Gung University, Taiwan)
Ahmad Hanif Asyhar (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zoebad Foeady (UIN Sunan Ampel
Surabaya, Indonesia); Muhammad Thohir (Universitas Islam Negeri Sunan Ampel, Indonesia); Ahmad Zaenal Arifin(Universitas PGRI Ronggolawe, Indonesia); DIna Haq (UIN Sunan Ampel Surabaya, Indonesia); Dian Candra Rini Novitasari(Universitas Islam Negeri Sunan Ampel, Indonesia)

61570598011 Implementation LSTM Algorithm for Cervical Cancer using Colposcopy Data

71570612700

81570616415 Distributed online Data Anomaly Detection for connected vehicles

91570615573

Improvement of inter-protocol fairness for BBR congestion control using machine Geon-Hwan Kim (Kyungpook National University, Korea (South)); Yeong-Jun Song (Kyungpook National University(KNU),
learning
Korea (South)); You-Ze Cho (Kyungpook National University, Korea (South))10

1570616213

Ocean Current Prediction Model Based on Machine Learning for Deciding
Handover Priority in Underwater Wireless Sensor Networks

11

1570620862 An Overview of AI-Enabled Remote Smart-Home Monitoring System Using LoRa

Md. Shahjalal, Moh. Khalid Hasan, Md Mainul Islam, Md. Morshed Alam, Md. Faisal Ahmed and Yeong Min Jang (Kookmin
University, Korea (South))12

1570600036 Cluster Quantity Distinguished by Geometric Angle Measurement

Zhongyang Shen (China Mobile, China)

13

Effective Garbage Data Filtering Algorithm for SNS Big Data Processing by
1570611453
Machine Learning

Il-Kyu Ha (Kyungil Univerisity, Korea (South)); Bong-Hyun Back (Yeungnam University, Korea (South))14

1570615113 Toward Detecting IoT Device Traffic in Transit Networks

Guannan Hu (The Graduate University for Advanced Studies, Japan); Kensuke Fukuda (National Institute of Informatics,
Japan)

Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands ofInterictal iEEG based on Multi-band Analysis

Poster session 2 (11:00 AM - 12:40 PM, Feb. 20, 2020)

Most. Sheuli Akter, Md. Rabiul Islam and Kosuke Fukumori (Tokyo University of Agriculture and Technology, Japan);Yasushi Iimura and Hidenori Sugano (Juntendo University, Japan); Toshihisa Tanaka (Tokyo University of Agriculture andTechnology, Japan)
Naman Negi (Telecom Paris, France); Ons Jelassi (Telecom Paris - IPParis, France); Hakima Chaouchi (Telecom Sud ParisInstitut Mines Telecom & CNRS SAMOVAR, France); Stéphan Clémençon (Institut Télécom Télécom ParisTech CNRS LTCI,France)Seok hyeon Park and Junghun Byun (Chungbuk National University, Korea (South)); Kyung-Seop Shin (Korea Advanced
Institute of Science and Technology, Korea (South)); Ohyun Jo (Chungbuk National University, Korea (South))

Session Chair: Dr. Ronnie O. Serfa Juan (Cheongju University, Korea (South))1

Burst Error Correction for Convolutional Code Concatenated with Hamming code
1570612144
Shin Jihwan and Ho-Kyeong Lee (Hongik Uinversity, Korea (South))with a block interleaver

21570619494

Computation Offloading-Based Task Scheduling in the Vehicular Communication
Environment for Computation-Intensive Vehicular Tasks

Minyeong Gong and Sanghyun Ahn (University of Seoul, Korea (South))31570616474

Hedging option contracts with locally weighted regression, functional data
analysis, and Markov chain Monte Carlo techniques

Jae Yun Jun Kim and Yves Rakotondratsimba (ECE Paris, France)

4

1570618732

A Study on Methods of Automatic Extraction of Korean-Language Modification
Relationships for Sentiment analysis

Hanjo Jeong, Jeongwon Kwak, Joonhyung Kim, Jiyoun Jang and Hyukjoon Lee (Kwangwoon University, Korea (South))51570615724

Data Governance on Business/Data Dictionary using Machine Learning andStatistics

Philip W Shin, Jinhee Lee and Seung Ho Hwang (Data Streams Corporation, Korea (South))6

1570612247

Voltage and Reactive Power Control by Parallel Modified Brain Storm
Optimization

K. Matsumoto (Meiji University & School of Interdeciplinary Mathmatical Science, Japan); Yoshikazu Fukuyama (Meiji
University, Japan)

7

1570612233 Blind Synchronization for CP-OFDM Systems

8

1570613311

91570600389 Bayesian Inference and Learning for Neural Networks and Deep Learning

Sunghae Jun (Cheongju University, Korea (South))10

1570612192 RNN-based Prediction for Network Intrusion Detection

ShinHyuk SH Park (Suwon & Ajou univ, Korea (South)); Hyunjae Park and Young-June Choi (Ajou University, Korea (South))11

1570619108 16QAM Turbo Decoding with Equal Probability Quantization Value

Dae Ho Nam and Ho-Kyeong Lee (University of Hongik, Korea (South))

12

Photovoltaic Cell Defect Detection Model based-on Extracted Electroluminescence
Ronnie O. Serfa Juan and Jeha Kim (Cheongju University, Korea (South))1570616118
Images using SVM Classifier

13

1570618940

14

1570620867 RNN-based Deep Learning for One-hour ahead Load Forecasting

15

Classification vs Regression by CNN for Handwashing Skills Evaluations in Nursing Kazushi Yamamoto, Hideaki Touyama and Fumiya Kinoshita (Toyama Prefectural University, Japan); Miho Yoshii (University
1570612072
Educationof Toyama, Japan)

16

1570616192 A Sound Source-based Intelligent Context Awareness System using CNN

Dong Myung Lee, Gi Ho Nam and Boney Labinghisa (Tongmyong University, Korea (South)); Changmin Jeong (ES Solution,
Korea (South))17

1570611815 A Deep Neural Network-Based LOS Classification for Triangulation Positioning

Chahyeon Eom and Chungyong Lee (Yonsei University, Korea (South))

Chi-Min Li (National Taiwan Ocean University, Taiwan); Yung-Lin Hsu (National Taiwan University, Taiwan); Jen-Hao Weng
(National Taiwan Ocean University, Taiwan)

Implementation of Computation-Efficient Sensor Network for Kalman Filter-based Jisu Kwon (Kyungpook National University, Korea (South)); Daejin Park (Kyungpook National University (KNU), Korea
Intelligent Position-Aware Application(South))Group-based Transmission Scheduling Scheme for Building LoRa-based Massive
IoT

Poster session 3 (14:00 PM - 15:40 PM, Feb. 20, 2020)

Joo-Sang Youn (Dongeui University, Korea (South))
Van Bui, Van Hoa Nguyen, Tung Lam Pham and Yeong Min Jang (Kookmin University, Korea (South))

Session Chair: Prof. Yasuyuki Tahara (UEC, Japan)

1

Estimating Twitter user's interest for inviting potential participants into Web1570611568
based debate platforms based on BERT

Chao Cai and Shun Shiramatsu (Nagoya Institute of Technology, Japan)

21570601910 Using Convolutional Neural Networks for Smart Classroom Observation

Muhammed S Khan (Regis University, USA); Imran A. Zualkernan (American University of Sharjah, United Arab Emirates)

3

Deep LSTM and GAN based Short-term Load Forecasting Method at the Zone
1570611555
Level

Jianguang Zhang (State Grid Shaoxing Power Supply Company, China); Xuyang Zhang (State Grid Zhejiang Shengzhou
Power Supply Co., Ltd., China); Jianfeng Yang (State Grid Shaoxing Power Supply Company, China); Zhaoxu Wang (State
Grid Zhejiang Shengzhou Power Supply Co., Ltd, China); Yufan Zhang, Qian Ai, Zhaoyu Li, Ziru Sun and Shuangrui Yin(Shanghai Jiao Tong University, China)

41570612019 Generalized Load Modeling Method Based on Clustering and Neural Network

Wenbo Li (State Grid Shandong Electric Power Research Institute, China); Luhua Xing (State Grid Shandong Electric Power
Research Institute & State Grid Corporation of China, China); Kaiyi Huang and Qian Ai (Shanghai Jiao Tong University,
China); Liang Wang (State Grid Shandong Electric Power Research Institute, China)

5

1570617237

61570621089 Blockchain-based Energy Transaction Model for Electric Vehicles

Md Mainul Islam, Md. Shahjalal, Moh. Khalid Hasan and Yeong Min Jang (Kookmin University, Korea (South))7

Various Forms of Finite Memory Structure Filter for Discrete-Time State-Space
1570611055
Model

Pyung Soo Kim and Min Hui Kim (Korea Polytechnic University, Korea (South))81570611851 Coresets for PCB Character Recognition based on Deep learning

Sumyung Gang, Ndayishimiye Fabrice and Joon-Jae Lee (Keimyung University, Korea (South))91570612284 A Survey of Deep Learning and Its Application in Distribution Network

Xiaomin Yin, Xiandong Li, Yan Zhang, Tao Zhang and Chunhui Lu (State Grid Liaocheng Power Supply Company, China);
Qian Ai, Zhaoyu Li and Ziru Sun (Shanghai Jiao Tong University, China)

101570601332

Object Detection Using Vision and LiDAR Sensor Fusion for Multi-channel V2X
System

3D-CNN with residual sub-blocks for automatic detection of lung nodules from
temporal subtraction Images

Gyu Ho Lee (Kyungpook National University, Korea (South)); JiDong Choi (80 Daehak-ro Buk-gu Daegu Republic of Korea& Kyungpook National University, Korea (South)); Jong Hyuk Lee (Kyunpook National University, Korea (South)); Min Young
Kim (Kyungpook National University, Korea (South))Yuriko Yoshino (Kyushu Institute of Technology, Japan)

111570611463

A Black Box Modeling Technique for Distortion Stomp Boxes Using LSTM Neural
Networks

Naofumi Aoki (Hokkaido University, Japan)

121570612312 Brain-inspired Method for Hyper-connected and Distributed Intelligence

13

1570611984 Performance Analysis of Fingerprint Matching Algorithms for Indoor Localization

Alwin Poulose and Dong Seog Han (Kyungpook National University, Korea (South))14

1570616132 The Diffusion Barriers of AI Mobility Service: the case of TADA

Sungwon Kim, Hyunae Park and Hwansoo Lee (Dankook University, Korea (South))15

1570616329 Facial Keypoint Detection with Convolutional Neural Networks

Savina Colaco and Dong Seog Han (Kyungpook National University, Korea (South))16

1570611612 Machine learning based SRM control using FPGAs for torque ripple minimization Srinivasan Kandhasamy (Robert Bosch Engineering and Business Solutions, India)

Poster session 4 (09:00 AM - 10:40 AM, Feb. 21, 2020)

Sang Ki Kim and Sunme Kim (ETRI, Korea (South))

Session Chair: Prof. Yeong Min Jang (Kookmin University, Korea (South))1

1570612352 An Overview of Gaussian process Regression for Volatility Forecasting

Bingqing Liu, Ivan Kiskin and Stephen Roberts (University of Oxford, United Kingdom (Great Britain))

2

1570616221 Visualizing the Malicious of Your Network Traffic by Explained Deep Learning

Tsung-Yu Ho, Wei-An Chen, Ming-Kung Sun and Chiung-Ying Huang (Acer Cyber Security Inc., Taiwan)

3

1570616224 Are you an Introvert or Extrovert? Accurate Classification with only ten Predictors Chaehan So (Yonsei University, Korea (South))4

1570616994

Regional Weighted Generative Adversarial Network for LDR to HDR Image
Conversion

SungWoon Jung, Dong-Min Son, Hyuk-Ju Kwon and Sung-Hak Lee (Kyungpook National University & School of Electronics
Engineering, Korea (South))51570612115

Design of Modular Battery Management System with Point-to-point SoC
Estimation Algorithm

Angela Caliwag, Kumbayoni Lalu Muh, Sohee Kang and Wansu Lim (Kumoh National Institute of Technology, Korea(South))61570612190

A Study on Automatic Music Genre Classification Based on the Summarization of
Naofumi Aoki (Hokkaido University, Japan)
Music Data

71570615092 MAC Protocol Design Optimization Using Deep Learning

Hannaneh Barahouei Pasandi and Tamer Nadeem (Virginia Commonwealth University, USA)

81570621026 Automatic Control Approach of Reactive Power Compensation of Smart Grid

Md. Morshed Alam, Md. Faisal Ahmed and Yeong Min Jang (Kookmin University, Korea (South))91570611906

101570614805 Digital Assistant for the Visually Impaired

Ezekiel Marvin (Universitas Prasetiya Mulya, Indonesia)

11

1570620977 Optical Camera Communication (OCC) application using display modulation

Hoan Nguyen, Van Hoa Nguyen and Yeong Min Jang (Kookmin University, Korea (South))12

1570611661 Edge Camera based Dynamic Light Control System for Smart Streetlights

Jang Woon Baek (ETRI, Korea (South))13

1570612261 Recognized Smartwatch Based Location using the HMM

Ho Chul Lee and Dong Myung Lee (Tongmyong University, Korea (South))14

1570601205 Study of drowsiness from simple physiological signals testingNoppawit Aeimpreeda, Charat Thothong, Pornkanok Sukaimod, Pinkaew Khongsabai and Direk Sueaseenak(Srinakharinwirot University, Thailand)15

1570616372

Exploratory Study on Correlations between Students' Characteristics and Effects in
Ryo Sugawara (Meisei University, Japan); Shun Okuhara (Japan, Japan)
the Case of Online Learning on University Students

EEG-Based Motor Imagery Classification Using Novel String Grammar Fuzzy KNearest Neighbor Techniques with One Prototype in Each of Classes

Payungsak Kasemsumran (Maejo University, Thailand); Ekkarat Boonchieng (Chiang Mai University, Thailand)