※ The schedule is based on Japan local time.
※ All of the papers available in this page are the Final Manuscripts that have been submitted to the EDAS system.
※ The officially published versions of these papers will be available on IEEE Xplore at a later time.
Oral Session 1A. Applications for Information Systems - I Feb. 19 (Mon.), 13:00-15:00 (JST),
1A-1
Social Media Analytic-based Corporate Credit Rating Forecasting
Yuh-Jen Chen, Ling-Han Hong and Yu-Chen Chen (National Kaohsiung University of Science and Technology, Taiwan)
1A-2
Concept of Joint Fast Beam Search and Synchronization Scheme using Fast Beam Steering
Hideya So (Shonan Institute of Technology, Japan); Kazuki Maruta (Tokyo University of Science, Japan); Takana Kaho (Shonan Institute of Technology, Japan)
1A-3
Simplified Experimental Evaluation of Radio Emitter Localization Using UAV-based Sensors
Gia Khanh Tran and Kohei Tsuchiya (Tokyo Institute of Technology, Japan)
1A-4
A Fuzzy Logic-Based Opinion Update Model for Online Social Networks with Influential Social Bots
Rashmi Ranjan Rout, Sudipta Sahana and Priyanka Parimi (National Institute of Technology Warangal, India)
1A-5
Monitoring Sleep Posture based on Temperature and Humidity Sensor
Hyung-Ju Kim (Korea (South)); Youn-Sik Hong (Incheon National University, Korea (South)); Won-Ho Jun and Woo-Chul Shin (Incheon Nation University, Korea (South))
1A-6
TLFed: Federated Learning-based 1D-CNN-LSTM Transmission Line Fault Location and Classification in Smart Grids
Paul Michael Custodio (Kumoh National Institute of Technology, Korea (South)); Made Adi Paramartha Putra (Kumoh National Institute of Technology, Korea (South) & Primakara University, Indonesia); Jae-Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea (South))
Oral Session 1B. Image Processing and Multimedia - I Feb. 19 (Mon.), 13:00-15:00 (JST),
1B-1
Brands Logo Recognition with Semi-Supervised Learning using a Robust YOLOv8 Detection Model
Usman Ali (Chonnam National University, Gwangju, South Korea, Korea (South)); Seungmin Oh and Junghoon Lee (Chonnam National University, Korea (South)); Jinsul Kim (Korea Nazarene University, Korea (South))
1B-2
Classification of Cervical Intraepithelial Neoplasia Based on Combination of GLCM and L*a*b* on Colposcopy Image Using Machine Learning
Zendi Zakaria Raga Permana and Agung W. Setiawan (Institut Teknologi Bandung, Indonesia)
1B-3
Auto Annotation using Object Tracking with Multiple in-vehicle Cameras for Federated Learning
Yuuki Nakahama (The University of Electro-Communications, Japan); Satoshi Ohzahata (The University of Electro-Communications & Graduate School of Information Systems, Japan); Ryo Yamamoto (The University of Electro-Communications, Japan)
1B-4
Deep Learning-based SBOM Defect Detection for Medical Devices
Heeyeon Kim and Ki-Hyung Kim (Ajou University, Korea (South))
1B-5
Optimizing QoE in IoT-based Video Streaming through Deep Learning Algorithms
Mahmoud Darwich (University of Mount Union, USA); Kasem Khalil (University of Mississippi, USA); Magdy Bayoumi (University of Louisiana Lafayette, USA)
Oral Session 1C. Medical Diagnosis and eHealth - I Feb. 19 (Mon.), 13:00-15:00 (JST),
1C-1 (moved to 8A-6)
Federated learning - A novel approach for predicting diseases in unprecedented areas
Shafaq Khan, Lavanya Shanmugapuram Palanisamy and Manish Raghuraman (University of Windsor, Canada)
1C-2
A Hybrid Method for Clinical Text Classification Based on Confident Predictions and Regular Expressions
Christopher A. Flores and Rodrigo Verschae (Universidad de O'Higgins, Chile)
1C-3
Binary Count Ratio for Lung Cancer Classification in Computerized Tomography Scan Images
Sittisak Saechueng (Burapha University, Thailand); Ungsumalee Suttapakti (Burapha University & Faculty of Informatics, Thailand)
1C-4
Hybrid Deep Learning Architectures for Histological Image Segmentation
Md Jahid Hasan, Wan Siti Halimatul Munirah Wan Ahmad and Mohammad Faizal Ahmad Fauzi (Multimedia University, Malaysia); Fazly Abas (MMU, Malaysia)
Oral Session 1D. AI Foundation - I Feb. 19 (Mon.), 13:00-15:00 (JST),
1D-1
Generative Artificial Intelligence for Industry: Opportunities, Challenges, and Impact
Barun Kumar Saha (Hitachi Energy, India)
1D-2
Improved Adaptive Integer form of Population-Based Incremental Learning and Reactive Tabu Search for an Integrated Energy Supply and Demand Optimization Framework in Factories
Shuhei Kawaguchi and Yoshikazu Fukuyama (Meiji University, Japan)
1D-3
Impact of Source Coding on Downstream AI Applications
Nazmul Islam and Seokjoo Shin (Chosun University, Korea (South))
1D-4
Key Vertex Pairs Extraction for Graph Classification based on Probability Distribution Learning
Jianming Huang and Hiroyuki Kasai (WASEDA University, Japan)
1D-5
Signed Graph Laplacian for Semi-Supervised Anomaly Detection
Jihong Bae, Hyeongcheol Park, Minsoo Chung (STraffic Co,. Ltd., Korea (South)); Muhammad Toaha Raza Khan (Middle East Technical University, Cyprus); Kyungchul Lee (STraffic Co,. Ltd., Korea (South))
Oral Session 2A. Applications for Information Systems - II Feb. 19 (Mon.), 16:20-17:40 (JST),
2A-1
Intuitive, Interactive Training System for the Sense of Sound Using Portable Theremin Device
Tsen-Fang Lin and Chun-Hung Yang (Southern Taiwan University of Science and Technology, Taiwan)
2A-2
LSTM based Analysis of Sequential Usage Pattern for Electrical Appliance
Joa Hyoung Lee, Yoonmee Doh and Tae-Wook Heo (ETRI, Korea (South))
2A-3
Ultrasonic Based Outdoor Localization Using Threshold Crossing
JaeJun Lim, Jaehan Joo and Suk Chan Kim (Pusan National University, Korea (South))
2A-4
Data Aided Sensing with Variational Autoencoder
Muhammad Awais (Kyung Hee University, Korea (South)); Jinho Choi and Jihong Park (Deakin University, Australia); Yun Hee Kim (Kyung Hee University, Korea (South))
Oral Session 2B. Image Processing and Multimedia - II Feb. 19 (Mon.), 16:20-17:40 (JST),
2B-1
PoolImagen: Text-to-Image Diffusion Models with An Efficient Transformer without Attention
Hyeeun Ku, Kanghyeok Ko, Sun Jae Baek and Minhyeok Lee (Chung-Ang University, Korea (South))
2B-2
Improving Performance of Yolov5n v6.0 for Face Mask Detection
Muna AL-Shamdeen and Fawziya Ramo (University of Mosul, Iraq)
2B-3
An Empirical Study on the Psychological Improvement Effects and Satisfaction of Korean Traditional Painting Generative AI
Sujin Bae, Ohbyung Kwon, Kyungwha Hwang, Ryunhee Choi, Seongjun Kwon and Taeyoung Kim (Kyung Hee University, Korea (South)); Dongjae Lee and Kyuho Lee (ALLBIGDAT Inc., Korea (South))
2B-4
Structure-Texture-Noise Decomposition for Noisy Images with Two-Stage Network
Takamichi Miyata (Chiba Institute of Technology, Japan)
Oral Session 2C. Medical Diagnosis and eHealth - II Feb. 19 (Mon.), 16:20-17:40 (JST),
2C-1
Enhanced Kidney Tumor Segmentation in CT Scans Using a Simplified UNETR with Organ Information
Sanghyuk R Choi, Kanghyeok Ko, Sun Jae Baek, Soyeon Lee, Jungro Lee and Minhyeok Lee (Chung-Ang University, Korea (South))
2C-2
Optimal Sensor Placement for Lower Limb Exoskeleton Design: A Study on Estimating Center of Pressure Using Multi-Objective PSO
Ha-Yoon Song, Hyun-Joon Chung, Kwang Woo Jeon, Tae-Hwan Kim and Junyoung Kim (Korea Institute of Robotics and Technology Convergence, Korea (South)); Jin-Yeol Yoo and Jae-Kwan Ryu (LIG Nex1, Korea (South))
2C-3
A Study on TVAE-based Data Augmentation and Verification to Predict Physiologically Active Ingredients of Medicine Plants According to Climate Change
Hyunjo Lee and Cheol-Joo Chae (Korea National University of Agriculture and Fisheries, Korea (South))
2C-4
Optimizing Healthcare Accessibility: An Integration of GIS and Machine Learning for Strategic Hospital Facility Location Planning
Elmer C Peramo (Advanced Science and Technology Institute & Department of Science and Technology, Philippines); Kahlil Sebastian G Ramos (Department of Science and Technology, Philippines)
Oral Session 2D. Wireless Communication - I Feb. 19 (Mon.), 16:20-17:40 (JST),
2D-1
Channel Selection Using Machine Learning
Shrutika Sinha (Kookmin University, Seoul, South Korea, Korea (South)); Pradeep Reddy Gogulamudi and Soo-Hyun Park (Kookmin University, Korea (South))
2D-2
Design and Evaluation of OTSM(Orthogonal Time Sequency Multiplexing) Communication System in Rayleigh Fading Channel
Kirill Y. Vanin and Heung-Gyoon Ryu (Chungbuk National University, Korea (South))
2D-3
Performance on Autoencoder-Based MIMO Quantize-Forward Relay System for Various Learning Parameters
Ju-in Shin, Yifan Yao and Xianglan Jin (Jeonbuk National University, Korea (South))
2D-4
Neural Networks for Predicting the Optimal Beamforming Angles for Maximized Overall Wireless Network Capacity
Parmida Geranmayeh (Humboldt University of Berlin, Berlin, Germany); Eckhard Grass (IHP & Humboldt-University Berlin, Germany)
February 20 (Tuesday), 2024
Oral Session 3A. Applications for Information Systems - III Feb. 20 (Tue.), 9:10-10:30 (JST),
3A-1
A Dynamic Machine Learning Model for Accelerated Oil Spill Remediation
Sathvik Chemudupati (University of Texas at Austin, USA)
3A-2
Customers First vs Employees First: Effective Organizational Culture Contributing to Empathy
Advancing AI Voice Synthesis: Integrating Emotional Expression in Multi-Speaker Voice Generation
Shivani Sanjay Kolekar, David J. Richter, Md ilias Bappi and Kyungbaek Kim (Chonnam National University, Korea (South))
3A-4
DM-YOLOv8: Improved Cucumber Disease and Insect Detection Model Based on YOLOV8
Jiyuan Ding (Kyungnam University, Korea (South)); Wangsu Jeon (Kyugnnam University, Korea (South)); Sangyong Rhee (Kyungnam University, Korea (South))
Oral Session 3B. Image Processing and Multimedia - III Feb. 20 (Tue.), 9:10-10:30 (JST),
3B-1
CNN-based Aerosol Particle Classification Using 2D Representations of Single-Particle Mass Spectrometer Data
Guanzhong Wang (University of the Bundeswehr Munich, Germany); Heinrich Ruser (Bundeswehr University Munich, Germany); Julian Schade (University of the Bundeswehr Munich, Germany); Johannes Passig and Ralf Zimmermann (University of Rostock, Germany); Günther Dollinger and Thomas Adam (University of the Bundeswehr Munich, Germany)
3B-2
Deep Learning-based Image Quality Assessment Metric for Quantifying Perceptual Distortions in Transmitted Images
Ijaz Ahmad and Seokjoo Shin (Chosun University, Korea (South))
3B-3
A Novel Approach Combining Optical Camera Communication and RADAR in Distance Estimation for Dynamic Communication
Ones Sanjerico Sitanggang, Herfandi Herfandi and Muhammad Rangga Aziz Nasution (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South)); Yeong Min Jang (Kookmin University, Korea (South))
3B-4
A Study on Solving the Data Imbalance Problem for Detecting Heunginjimun Roof Tilt Using Transfer Learning Algorithms
Sang-Yun Lee (Electornics and Telecommunication Institute, Korea (South)); Seok-Ju Kang (Chungnam National University, Korea (South))
Oral Session 3C. Medical Diagnosis and eHealth - III Feb. 20 (Tue.), 9:10-10:30 (JST),
3C-1
Examining the Efficacy of Transformer Models in Radiology Report Labeling within a Thai Hospital
Worranittha Larpkiattaworn (King Mongkuts University of Technology Thonburi, Thailand); Tretap Promwiset and Isarun Chamveha (Perceptra Co Ltd, Thailand); Warasinee Chaisangmongkon (King Mongkuts University of Technology Thonburi, Thailand)
3C-2
A Comparative Study of Noisy Label Detection Techniques in a Thai Hospital's Chest X-ray Database
Sorasit Tatitaisakul (King Mongkuts University of Technology Thonburi, Thailand); Suesarn Wilainuch and Isarun Chamveha (Perceptra Co Ltd, Thailand); Warasinee Chaisangmongkon (King Mongkuts University of Technology Thonburi, Thailand)
3C-3
Transformers effectiveness in medical image segmentation: A comparative analysis of UNet-based architectures
Tagne Poupi Theodore Armand, Subrata Bhattacharjee, Heung-Kook Choi and Hee-Cheol Kim (Inje University, Korea (South))
3C-4
Optimizing longevity: Integrating smart nutrition and digital technologies for personalized anti-aging healthcare
Tagne Poupi Theodore Armand, Opeyemi Deji-Oloruntoba, Subrata Bhattacharjee, Kintoh Allen Nfor and Hee-Cheol Kim (Inje University, Korea (South))
Oral Session 3D. AI Foundation - II Feb. 20 (Tue.), 9:10-10:30 (JST),
3D-1
Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory
Alessandro Buratto (Università Degli Studi di Padova, Italy); Elia Guerra (CTTC, Spain); Marco Miozzo (CTTC/CERCA, Spain); Paolo Dini (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC), Spain); Leonardo Badia (Università degli Studi di Padova, Italy)
3D-2
Outlier Detect Using Vector Cosine Similarity by Adding a Dimension
Zhongyang Shen (China Mobile, China)
3D-3
Efficient Few-Shot Classification using Self-Supervised Learning and Class Factor Analysis
Youngjae Lee and Hyeyoung Park (Kyungpook National University, Korea (South))
3D-4
Prediction Accuracy and Adversarial Robustness of Error-Based Input Perturbation Learning
Soha Lee, Heesung Yang and Hyeyoung Park (Kyungpook National University, Korea (South))
Oral Session 4A. Applications for Information Systems - IV Feb. 20 (Tue.), 14:00-15:20 (JST),
4A-1
An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries
Gun Il Kim, Jae Heon Kim, Minkyoung Kim, Taekyoung Kwon and Beakcheol Jang (Yonsei University, Korea (South))
4A-2
Automated Classification of Myocardial Infarction Based on Auscultation Position Using Random Forest
Ira Puspasari (Institut Teknologi Bandung & Universitas Dinamika, Indonesia); Tati Erawati Rajab and Agung W. Setiawan (Institut Teknologi Bandung, Indonesia); Trio Adiono (STEI ITB, Indonesia); Miftah Pramudyo (Padjajaran University, Indonesia)
4A-3
Revolutionizing Surveillance: A Brief Survey of Edge AI Terminals in Road Infrastructure
Muhammad Ashar Tariq, Mahnoor Ajmal, Euri Jo, Malik Saad and Seri Park (Kyungpook National University, Korea (South)); Jinhong Kim (ETRI, Korea (South)); Dongkyun Kim (Kyungpook National University, Korea (South))
4A-4
Fault Diagnosis of High-Speed Railway Track Grinding Motor Using Convolutional Neural Network
Xiaoyong Zhong (Tongji University, China)
Oral Session 4B. Information and Communications Technology - I Feb. 20 (Tue.), 14:00-15:20 (JST),
4B-1
Cost Sharing Method for a Mobile Tethering with a Coalitional Game Theory
Sumiko Miyata (Shibaura Institute of Technology, Japan)
4B-2
Characterization of Discrimination of Number of Signal Collision Sensors Using Spectral Fluctuation Caused by Frequency Offset in Physical Wireless Parameter Conversion Sensor Networks
Toshi Ito and Osamu Takyu (Shinshu University, Japan); Mai Ohta (Fukuoka University, Japan); Takeo Fujii and Koichi Adachi (The University of Electro-Communications, Japan)
4B-3
Deep Learning-Based QoS Prediction for Optimization of Robotic Communication
Tae Hyun Kim (Kyungpook National University, Korea (South)); Jong Hyuk Lee (Kyunpook National University, Korea (South)); Jinhyuk Lee and Min Young Kim (Kyungpook National University, Korea (South))
4B-4
DSP R-CNN: Direct Set Prediction Region with CNN features
Kwan-Yong Park and Jun-Geol Baek (Korea University, Korea (South))
Oral Session 4C. Image Processing and Multimedia - IV Feb. 20 (Tue.), 14:00-15:20 (JST),
4C-1
Image Translation of Vehicle Front Camera Frame Failures based on CycleGAN
Dian Ning and Dong Seog Han (Kyungpook National University, Korea (South))
4C-2
Eye Movement Tracking for Computer Vision Syndrome using Deep Learning Techniques
Chittaranjan Hota (Birla Institute of Technology & Science, Pilani, Hyderabad Campus, India); Manan Popat, Divyan Goyal, Vibhum Raj Tripathi and Nirmal Jayabalan (BITS Pilani Hyderabad Campus, India)
4C-3
Validating Time Serial Images for Emotion Recognition
Jung Hwan Kim (KyungPook National University, Korea (South)); Dong Seog Han (Kyungpook National University, Korea (South))
4C-4
A New JPEG Compression Algorithm for Transmission, Processing and Storage of Health Data
Yılmaz Aydın (Fırat University, Turkey); Fatih Özkaynak (Firat Universtiy, Turkey)
Oral Session 4D. Decision and Control - I Feb. 20 (Tue.), 14:00-15:20 (JST),
4D-1
Towards adapting human behavior in packing logistics through Imitation Learning
Hermann Foot (Fraunhofer Institute for Material Flow and Logistics, Germany)
4D-2
Graph-powered Reinforcement Learning for Intelligent Task Offloading in Vehicular Networks
Ihsan Ullah (Korea University of Technology and Education, Korea (South)); Hyun-Kyo Lim (Korea Institute of Science and Technology Information, Korea (South)); Yeong-Jun Seok (Korea University of Technology and Education, Korea (South)); Naeem Ul Islam (Yuan Ze University, Taiwan); Youn-Hee Han and Chang-Hun Ji (Korea University of Technology and Education, Korea (South))
4D-3
Reinforcement Learning for Time Series Data with Partially Labeled Anomalies
Kio Yun and Jun-Geol Baek (Korea University, Korea (South))
4D-4
Scalable and Efficient URLLC Resource Allocation Based on Offline Graph Reinforcement Learning
Ren Jiaqi, Wenpeng Jing and Xiangming Wen (Beijing University of Posts and Telecommunications, China); Zhaoming Lu (BUPT, China); Shuyue Zhao (Beijing University of Posts and Telecommunications, China)
Poster Session P. AI Applications in Information and Communication Technologies Feb. 20 (Tue.), 15:40-17:40 (JST),
P-1
Model Parameter Identification for DC Motor using Rapid Control Prototyping System
Pyung Soo Kim and Su Min Kim (Tech University of Korea, Korea (South))
P-2
Object Classification with YOLOv5 for Electric Power Lines Inspection using UAVs
Hen-Geul Yeh, Richard Nguyen and Sean (Seok-Chul) Kwon (California State University Long Beach, USA)
P-3
Pioneering AI in Chemical Data: New Frontline With GC-MS Generation
Namkyung Yoon and Hwangnam Kim (Korea University, Korea (South))
P-4
Bit-by-Bit: A Quantization-Aware Training Framework with XAI for Robust Metaverse Cybersecurity
Ebuka Chinaechetam Nkoro, Cosmas Ifeanyi Nwakanma, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea (South))
P-5
Design of crop harvest time prediction system using thermal imaging
Hyeono Choe (Sunchon National University, Korea (South)); Meong Hun Lee (SunChon National University, Korea (South)); Hyun Yeo (Sunchon national University, Korea (South))
P-6
Securing Critical Infrastructure: A Denoising Data-Driven Approach for Intrusion Detection in ICS Network
Urslla Uchechi Izuazu, Vivian Ukamaka Ihekoronye, Dong Seong Kim and Jae Min Lee (Kumoh National Institute of Technology, Korea (South))
P-7
Machine Learning Based Battery Anomaly Detection using Empirical Data
Md. Shahriar Nazim and Yeong Min Jang (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South))
P-8
Proximity-Driven Light Intensity Modulation for Enhanced Bidirectional Optical Camera Communication
Muhammad Rangga Aziz Nasution, Herfandi Herfandi and Ones Sanjerico Sitanggang (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South)); Yeong Min Jang (Kookmin University, Korea (South))
P-9
Feature Selection for Lightweight Deep Learning Based CO2 Level Prediction in Edge Device
Khairi Hindriyandhito, Radityo Fajar Pamungkas and Ida Bagus Krishna Yoga Utama (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South)); Yeong Min Jang (Kookmin University, Korea (South))
P-10
Design and Implementation of Deep Learning-Based MIMO C-OOK Scheme for Optical Camera Communication Considering Mobility Environment
Huy Nguyen (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South)); Yeong Min Jang (Kookmin University, Korea (South))
P-11
Design of Greenhouse automated carbon cycling system for carbon savings
Kwangho Yang (Sunchon National University, Korea (South)); Hyun Yeo (Suncheon, Korea (South)); Meong Hun Lee (SunChon National University, Korea (South)); Mi Suk Kim (Sunchon National University, Korea (South))
P-12
A study on the design of a melon fruit size prediction system using GDD and integrated solar radiation
Sangmin Lim (Sunchon National University, Korea (South)); Meong Hun Lee (SunChon National University, Korea (South)); Hyun Yeo (Suncheon, Korea (South))
P-13
Greenhouse Environment Management System Based on Growth Measurement
Si Eun Park (Suncheon National University, Korea (South)); Hyun Yeo (Suncheon, Korea (South)); Meong Hun Lee (SunChon National University, Korea (South)); Bichnal Kim (Sunchon National University, Korea (South))
P-14
Research on greenhouse switchgear system using RFID chips
HyeonSeo Kim (South Korea, Korea (South)); Meong Hun Lee (SunChon National University, Korea (South)); Hyun Yeo (Suncheon, Korea (South)); Seol Hee Yoon (Sunchon National University, Korea (South))
P-15
Robust EEG-based Motor Imagery Brain-Computer Interface using Lp-norm-based Common Spatial Patterns
Young-Seok Choi, Ji-Hack Lee and Hyeon Kyu Lee (Kwangwoon University, Korea (South))
P-16
Efficient Blood Pressure Estimation Using Seismocardiogram and Electrocadiogram
Seungju Han, Changhee Kim, Taehwan Kim and Sangmin Lee (Kyunghee University, Korea (South))
February 21 (Wednesday), 2024
Oral Session 5A. Information and Communications Technology - II Feb. 21 (Wed.), 9:10-10:30 (JST),
5A-1
Network Slice Traffic Demand Prediction for Slice Mobility Management
Muhammad Ashar Tariq, Malik Saad, Mahnoor Ajmal, Ayesha Siddiqa and Dongkyun Kim (Kyungpook National University, Korea (South))
5A-2
Exploiting Secure Multi-Hop Transmissions with NOMA Networks: Performance Analysis
Yushintia Pramitarini and Ridho Hendra Yoga Perdana (Hongik University, Korea (South)); Kyusung Shim (Hankyong National University, Korea (South)); Beongku An (Hongik University, Korea (South))
5A-3
Deep learning-based no-reference video streaming QoE estimation using WebRTC statistics
Keisuke Sakakibara (The University of Electro-Communications, Japan); Satoshi Ohzahata (The University of Electro-Communications & Graduate School of Information Systems, Japan); Ryo Yamamoto (The University of Electro-Communications, Japan)
5A-4
Machine Learning Based 5G Network Slicing Management and Classification
Zong-Xun Wu (National Central Unive, Taiwan); Yun-Zhe You, Chien-Chang Liu and Li-Der Chou (National Central University, Taiwan)
Oral Session 5B. Wireless Communication - II Feb. 21 (Wed.), 9:10-10:30 (JST),
5B-1
Praetorian: Probabilistic Planning for Radio Access Network Slice Assurance
Ajay Kattepur and Swarup Kumar Mohalik (Ericsson Research, India); Ian Burdick (Ericsson Inc., USA)
5B-2
Deep Learning-Based Energy Efficiency Maximization in Massive MIMO-NOMA Networks With Multiple RISs
Ridho Hendra Yoga Perdana (Hongik University, Korea (South)); Toan-Van Nguyen (San Diego State University, USA); Yushintia Pramitarini and Beongku An (Hongik University, Korea (South))
5B-3
Millimeter-Wave Fast Beam Tracking Enabled by RAN/V2X Cooperation
Kazuki Maruta (Tokyo University of Science, Japan); Jin Nakazato, Kengo Suzuki, Dou Hu and Ryo Iwaki (The University of Tokyo, Japan); Sojin Ozawa and Yuki Sasaki (Tokyo University of Science, Japan); Hideya So (Shonan Institute of Technology, Japan); Manabu Tsukada (The University of Tokyo, Japan)
5B-4
A Nature-Inspired Optimization Technique for Shaping the Metal Pattern of the Planar Antenna for 5G mm-Wave Systems
Sungtek Kahng, Hongsik Park, Seonguk Kim, Jaewon Koh and Seongbu Seo (Incheon National University, Korea (South)); Yejune Seo (Inchoen National University, Korea (South))
Defense Method Challenges Against Backdoor Attacks in Neural Networks
Samaneh Shamshiri and Insoo Sohn (Dongguk University, Korea (South))
5C-2
Deep learning based detection of anti-reflective obstacles in VLC systems
Marina E. Plissiti, Christoforos Papaioannou, Yiorgos Sfikas, Georgios Papatheodorou, Simon-Ilias Poulis, Aristides Efthymiou and Yiorgos Tsiatouhas (University of Ioannina, Greece)
5C-3
A Systematic Literature Review on Cybersecurity Risk Management in Smart Cities
Jawaher Alshehri, Almaha Alhamed and M M Hafizur Rahman (King Faisal University, Saudi Arabia)
5C-4
Empirical Investigation of Adversarial Attacks for Semi-Supervised Object Detection
Junhyung Jo and Joongsu Kim (Pohang University of Science and Technology, Korea (South)); Young-Joo Suh (Pohang University of Science and Technology (POSTECH), Korea (South))
Oral Session 5D. Applications for Information Systems - V Feb. 21 (Wed.), 9:10-10:30 (JST),
5D-1
HabagatPlus: Providing Recommendations for Localized Class Suspension in Schools During Inclement Weather Conditions Using Naive Bayes Classifier
Michael Junice M. Salvilla and Aleta Fabregas (Polytechnic University of the Philippines, Philippines)
5D-2
An Enhanced RT-DETR with Dual Convolutional Kernels for SAR Ship Detection
Chushi Yu (University of Soongsil, Korea (South)); Yoan Shin (Soongsil University, Korea (South))
5D-3
Modeling Energy-Related CO2 Emissions with Backpropagation and Metaheuristics
Gawalee Phatai and Tidarat Luangrungruang (Sakon Nakhon Rajabhat University, Thailand)
5D-4
Investigating the Suitability of Time Series Classification Algorithms for Embedded Systems: A Case Study on Bicycle Pedaling Detection
Michael Oberle (Fraunhofer Institute for Manufacturing Engineering and Automation, Germany); Sascha Gärtner (Fraunhofer IPA, Germany); Florian A Maier (Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Germany)
Oral Session 6A. Information and Communications Technology - III Feb. 21 (Wed.), 13:30-15:30 (JST),
6A-1
Enhancing GAN-Based Motion Data Augmentation through Dynamic Time Warping Distance Filtering
Junwon Yoon (Korea Institute of Robotics and Technology Convergence); Hyun-Joon Chung, Jeon-Seong Kang, Jung-Jun Kim, Kwang Woo Jeon and SeungWoo Kim (Korea Institute of Robotics and Technology Convergence, Korea (South)); Myounghoon Shim and Jae-Kwan Ryu (LIG Nex1, Korea (South))
6A-2
The Task Collaborative Migration Method for Marine IoT based on Edge Computing-RESTful Architecture
Yifan Hu (Qingdao University of Technology, China); Fuqiang Wang (Shandong Computer Science Center, China)
6A-3
LSTM based Proactive Access Point Selection and Mobility Load Balancing for Ultra-Dense Networks
Munazza Shabbir (RMIT Australia, Australia); Sithamparanathan Kandeepan, Akram Al-Hourani and Wayne Rowe (RMIT University, Australia)
6A-4
Machine Learning for Internet of Things: Applications and Discussions
Heejae Park, SeungYeop Song, Tri-Hai Nguyen and Laihyuk Park (Seoul National University of Science and Technology, Korea (South))
6A-5
MAC Protocol Adaptation Method in Coordination with Application
Koshiro Aruga and Takeo Fujii (The University of Electro-Communications, Japan)
6A-6
Predicting Estimated Time of Arrival Using Boosting Models
Say Hong Kam and Yung-Wey Chong (Universiti Sains Malaysia, Malaysia); Noor Farizah Ibrahim (USM, Malaysia); Sye Loong Keoh (University of Glasgow, United Kingdom (Great Britain)); Sharul Kamal Abdul Rahim (Universiti Teknologi Malaysia, Malaysia); Somnuk Phon-Amnuaisuk (Universiti Teknologi Brunei, Brunei Darussalam)
Oral Session 6B. Wireless Communication - III Feb. 21 (Wed.), 13:30-15:30 (JST),
6B-1
Outage Analysis for Active Reconfigurable Intelligent Surface-Enhanced Wireless Powered Communication Networks
Waqas Khalid (Korea University & Sejong, South Korea, Korea (South)); Heejung Yu (Korea University, Korea (South)); Alexandros Apostolos A. Boulogeorgos (University of Western Macedonia, Greece)
6B-2
Shared Decision Making Using Distribution Estimation of Same Frequency Interference in 5G
Taiga Kawaguchi and Osamu Takyu (Shinshu University, Japan)
6B-3
End-to-End MIMO Systems With Conditional Generative Adversarial Networks
Yifan Yao, Ju-in Shin and Xianglan Jin (Jeonbuk National University, Korea (South))
6B-4
Two-dimensional Beam Selection for Multi-user Massive MIMO System Based on Multi-armed Bandit Algorithm
Maki Arai and Mikio Hasegawa (Tokyo University of Science, Japan)
6B-5
Random Access Sliced 5G-Advanced network for Machine Type Communication
Paul Orim and Joyce Mwangama (University of Cape Town, South Africa)
6B-6
Delay in Underwater Acoustic CSMA Networks
Andrej Stefanov (IBU Skopje, Macedonia, the former Yugoslav Republic of)
A Time-Stamp Attack on Digital Twin-Based Lithium-ion Battery Monitoring for Electric Vehicles
Mitra Pooyandeh (Dongguk University, Iran); Insoo Sohn (Dongguk University, Korea (South))
6C-2
Federated Learning with Privacy-preserving Active Learning: A Min-Max Mutual Information Approach
Zahir Alsulaimawi (Oregon State University, USA)
6C-3
Secure and Fast Remote Application–Based Authentication Dragonfly using an LED Algorithm in Smart Buildings
Batool Mohammed Radhi, Mohammed Abdulridha Hussain and Zaid Ameen Abduljabbar (University of Basrah, Iraq); Vincent O. Nyangaresi (Jaramogi Oginga Odinga University of Science & Technology, Kenya)
6C-4
Privacy Leakage of DNS over QUIC: Analysis and Countermeasure
Guannan Hu (The Graduate University for Advanced Studies, Japan); Kensuke Fukuda (National Institute of Informatics, Japan)
6C-5
Dynamic Federated Learning Aggregation for Enhanced Intrusion Detection in IoT Attacks
Muhammad Umair, Wooi Haw Tan and Yee Loo Foo (Multimedia University, Malaysia)
Oral Session 6D. Decision and Control - II Feb. 21 (Wed.), 13:30-15:30 (JST),
6D-1
Variable Neighborhood Search based on Reinforcement Learning for Green Vehicle Routing Problem
Malek Alrashidi and Mansoor Alghamdi (University of Tabuk, Saudi Arabia)
6D-2
Dynamic Resource Allocation Using Deep Reinforcement Learning for 6G Metaverse
Haesik Kim (VTT Technical Research Centre of Finland, Finland)
6D-3
Anti-Jamming Strategy Based on Reinforcement Learning with Sequence Information
Myeong ro Lee and Yoan Shin (Soongsil University, Korea (South))
6D-4
Q-learning-based Traffic-aware Parent Selection for Wireless Powered Sensor Networks
Sol-Bee Lee (Hallym University, Korea (South)); Jung-Hyok Kwon (Hallym University Smart Computing Laboratory, Korea (South)); Eui-Jik Kim (Hallym University, Korea (South))
6D-5
Reward Distribution Using an Anti-duality Game in a Point Cloud Data Trading Model Based on Collected Area
Jin Watanabe and Sumiko Miyata (Shibaura Institute of Technology, Japan); Kenji Kanai (The University of Tokyo & Waseda University, Japan)
6D-6
Targeted data generation in the continuous production of anode slurries for lithium-ion battery cells
Sven Oberdiek, Leah Jalowy, Flavio Gonzalez Vazquez, Monika Risling and Katja Wahl (Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Germany)
Oral Session 7A. Applications for Information Systems - VI Feb. 21 (Wed.), 15:50-17:50 (JST),
7A-1
Multi-task Transformer with LSTM Model for Question Set Generation
Yeoun Chan Kim, Su Bin Jo and Min Ah Kim (TagHive Inc., Korea (South)); Radhika Makharia (TagHive Inc., India); Pankaj Agarwal (Tag-Hive. Inc, Korea (South))
7A-2
Harnessing Generative AI for Manufacturing Innovation: Applications and Opportunities
Mofeoluwa Jide-Jegede (East Tennessee State University, USA); Tomiwa Omotesho (Bowling Green State University, USA)
7A-3
Distinguish between Obese and Normal Body Types through Gait Analysis using Classification Models
Jae-sik Yi, Ji Hun Han, Min Jeong Kim and Youn-Sik Hong (Incheon National University, Korea (South))
7A-4
An ANN-based Prediction Model for Public Bus Journey Time
Yong Ting Lim and Sye Loong Keoh (University of Glasgow, United Kingdom (Great Britain)); Yung-Wey Chong (Universiti Sains Malaysia, Malaysia); Noor Farizah Ibrahim (USM, Malaysia); Sharul Kamal Abdul Rahim (Universiti Teknologi Malaysia, Malaysia)
7A-5
Performance Analysis of Delay and Size-Dependent Scheduling for IoT-based Healthcare Traffic using Heterogeneous Multi-Server Priority Queueing System
Barbara Kabwiga Asingwire (University of Rwanda & Busitema University, Rwanda); Louis Sibomana (National Council for Science and Technology, Rwanda)
7A-6
Recognize Anomaly Data in IoTs using Blockchain Techniques based on Quality of Experience (QoE)
Seyed Salar Sefati (Politehnica University of Bucharest, Romania); Ahmed Nor (University Politehnica Bucharest, Romania & Aswan University, Egypt); Octavian Fratu and Simona V. Halunga (University Politehnica of Bucharest, Romania)
Comparison experiment of artificial intelligence models based on EEG wave continuity
Youn-sang Kim (University of Konyang, Korea (South)); Ju-Hyuck Han (Konyang University, Korea (South)); Han-Jo Lee (Safecoms Co., Korea (South)); Woong-Sik Kim (Konyang University, Korea (South))
7B-2
An Improved Transfer Learning-Based Model with Data Augmentation for Brain Tumor Detection
Rizal Dwi Prayogo, Nur Hamid, and Hidetaka Nambo (Kanazawa University, Japan)
7B-3
Provably Efficient and Fast Technique for Determining the Size of a Brain Tumor in T1 MRI Images
Ali Hasan Ali (University of Debrecen, Hungary); Hend Muslim Jasim and Zaid Ameen Abduljabbar (University of Basrah, Iraq); Vincent O. Nyangaresi (Jaramogi Oginga Odinga University of Science & Technology, Kenya); Samir M. Umran (Huazhong University of Science and Technology, Iraq & Iraqi Ministry of Industrial and Minerals, Iraq); Junchao Ma (Shenzhen Technology University, China); Dhafer G. Honi (University of Basrah, Iraq)
7B-4
SSNet: Synergistic Segmentation of Brain MRI Scans using nnUNetv2 and SAM-track
Yong Eun Jang (Ajou University, Korea (South)); Kwangju Kim (ETRI, Korea (South)); In-Su Jang (Electronics and Telecommunications Research Institute(ETRI), Korea (South)); Gwang Lee (Ajou University, Korea (South))
7B-5
FTT: Fourier Transform based Transformer for Brain CT Report Generation
Jieun Kim, Byeong Su Kim and Insung Choi (Yonsei University, Korea (South)); Zepa Yang (Korea University); Beakcheol Jang (Yonsei University, Korea (South))
7B-6
Non-Invasive Blood Glucose Estimation Based on Machine Learning Algorithms Using PPG Signals
Shama Satter, Tae-Ho Kwon and Ki-Doo Kim (Kookmin University, Korea (South))
Oral Session 7C. AI Foundation - III Feb. 21 (Wed.), 15:50-17:50 (JST),
7C-1
Graph Neural Network for Digital Twin Network: A Conceptual Framework
Abubakar Isah, Ibrahim Aliyu, Rashid Muhammad Sulaiman and Jinsul Kim (Chonnam National University, Korea (South)); Hyeju Shin (Chonnam National University & Chonnam National University in Gwangju, South Korea, Korea (South))
7C-2
An application of a PDE-based neural network with Bayesian optimization to regression
Hirotada Honda (Toyo University, Japan)
7C-3
Patch-based Time-Series Anomaly Detection with Cross-Variable Attention
Jeena Son, Seunghwan Song and Jun-Geol Baek (Korea University, Korea (South))
7C-4
Genetic Algorithm-Based Pruning for Efficient DenseNet Architectures
Jingeun Kim (Gachon University, Korea (South)); Yong-Hyuk Kim (University of Kwangwoon, Korea (South)); Yourim Yoon (Gachon University, Korea (South))
7C-5
Univariate Time Series Data Correction Method using LSTM Autoencoder with Temporal Distance
Sohyeon Yun and Hanjoon Kim (University of Seoul, Korea (South))
7C-6
UMAD-G: Unsupervised Multi-modal time series Anomaly Detection via Graph
Jinhyeok Lee and Jun-Geol Baek (Korea University, Korea (South))
Oral Session 7D. Information and Communications Technology - IV Feb. 21 (Wed.), 15:50-17:50 (JST),
7D-1
A Study on Estimation Method of Interference State during Frequency Sharing in 5G Cellular Systems
Taiga Kawaguchi and Osamu Takyu (Shinshu University, Japan); Takeo Fujii (The University of Electro-Communications, Japan)
7D-2
Neural Networks Based Behavioral Modeling of Dual-Band RF Power Amplifiers using Augmented BiLSTM Structures
Majid Ahmed, Ahmad Dalbah and Oualid Hammi (American University of Sharjah, United Arab Emirates); Fadhel Ghannouchi (University of Calgary, Canada)
7D-3
Evaluation of XAI algorithms in IoT Traffic Anomaly Detection
Uyen Do (University of Information Technology - VNU HCM, Vietnam); Laura Lahesoo (Technische Universität München, Germany); Rodrigo Matos Carnier and Kensuke Fukuda (National Institute of Informatics, Japan)
7D-4
Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection
Antonio C. Briza (Advanced Science and Technology Institute, Department of Science and Technology (DOST-ASTI), Philippines & Asian Institute of Management, Philippines); Eduardo Jr Piedad (Advanced Science and Technology Institute & Universitat Polytecnica de Catalunya, Philippines); Elmer C Peramo (Advanced Science and Technology Institute & Department of Science and Technology, Philippines)
7D-5
Applying GNN Models for Diverse Disaster Detection using Temporal Knowledge Graphs
Seonhyeong Kim and Young-Woo Kwon (Kyungpook National University, Korea (South))
7D-6
A Two-phase Multi-class Botnet Labeling Approach for Real-world Traffic
Ta Chun Lo and Shan-Hong Yang (National Cheng Kung University, Taiwan); Jyh-Biau Chang (Lunghwa University of Science and Technology, Taiwan); Chung-Ho Chen (National Cheng-Kung University, Taiwan); Ce-Kuen Shieh (National Cheng Kung University, Taiwan)
February 22 (Thursday), 2024
Oral Session 8A. Applications for Information Systems - VII Feb. 22 (Thu.), 9:30-11:30 (JST),
8A-1
Smart Process Failure Analysis based on Bayesian Networks and Knowledge Graphs
Aleksandra Mueller (WZL of the RWTH Aachen University & Chair of Machine Tools, Germany)
8A-2
Elevator Breakdown Prediction using LSTM Analysis of Monitoring Data
Gabriele Iuculano and Muhammad Zeeshan Babar (University of Leeds, Switzerland)
8A-3
An Optimization Tool for Local Customized Object Detector in Edge Devices
Jang Woon Baek (ETRI, Korea (South))
8A-4
Forecasting Daily Power Generation of a PV Power Plant based on Deep Learning
Ida Bagus Krishna Yoga Utama (Kookmin University, Korea (South)); ByungDeok Chung (ENS. Co. Ltd., Korea (South)); Yeong Min Jang (Kookmin University, Korea (South))
8A-5
Automated Fact Checking Using A Knowledge Graph-based Model
Arghya Kundu and Uyen Trang Nguyen (York University, Canada)
8A-6
Federated learning - A novel approach for predicting diseases in unprecedented areas
Shafaq Khan, Lavanya Shanmugapuram Palanisamy and Manish Raghuraman (University of Windsor, Canada)
Oral Session 8B. Language + AI Feb. 22 (Thu.), 9:30-11:30 (JST),
8B-1
TatarTTS: An Open-Source Text-to-Speech Synthesis Dataset for the Tatar Language
Daniil Orel and Askat Kuzdeuov (Nazarbayev University, Kazakhstan); Rinat Gilmullin (Institute of Applied Semiotics of Tatarstan Academy of Sciences, Russia); Bulat Khakimov (Institute of Applied Semiotics of Tatarstan Academy of Sciences & Kazan Federal University, Russia); Huseyin Atakan Varol (Nazarbayev University, Kazakhstan)
8B-2
ChatGPT for Visually Impaired and Blind
Askat Kuzdeuov, Olzhas Mukayev, Shakhizat Nurgaliyev, Alisher Kunbolsyn and Huseyin Atakan Varol (Nazarbayev University, Kazakhstan)
8B-3
Developing a ChatGPT-based text extraction model to analyze effective communication elements in pandemic-related Social Q&A responses
Hyunwoo Moon (Sungkyunkwan University, Korea (South)); Beom Jun Bae (Georgia Southern University, Korea (South)); Sangwon Bae (University of Georgia, Korea (South))
8B-4
Noise-Robust Multilingual Speech Recognition and the Tatar Speech Corpus
Saida Mussakhojayeva (Nazarbayev University, Kazakhstan); Rinat Gilmullin (Institute of Applied Semiotics of Tatarstan Academy of Sciences, Russia); Bulat Khakimov (Institute of Applied Semiotics of Tatarstan Academy of Sciences & Kazan Federal University, Russia); Mansur Galimov (Institute of Applied Semiotics of Tatarstan Academy of Sciences, Russia); Daniil Orel, Adal Adilbekov and Huseyin Atakan Varol (Nazarbayev University, Kazakhstan)
8B-5
Using StarGANv2 Voice Conversion to Enhance the Quality of Dysarthric Speech
Hadil Mehrez (National Institute of Applied Science and Technology); Mounira Chaiani (Université de Moncton, Canada); Sid-Ahmed Selouani (Université de Moncton, Campus de Shippagan, Canada)
8B-6
KeyBERTScore: Evaluation Metric for BERT-based Text Summarization
YoungRok Kim and Sang-Chul Kim (Kookmin University, Korea (South))
Oral Session 8C. Information and Communications Technology - V Feb. 22 (Thu.), 9:30-11:30 (JST),
8C-1
Designing Data Pipeline for Network Data Management in Digital Twin Network Environment
Hyeju Shin (Chonnam National University & Chonnam National University in Gwangju, South Korea, Korea (South)); Seungmin Oh, Jihoon Lee, Kwang-moo Chung and Jinsul Kim (Chonnam National University, Korea (South))
8C-2
An Efficient Approach for Maintaining and Mining Frequent Episodes
Show-Jane Yen and Yue-Shi Lee (Ming Chuan University, Taiwan)
8C-3
Static vs. Dynamic Databases for Indoor Localization based on Wi-Fi Fingerprinting: A Discussion from a Data Perspective
Zhe Tang (University of Liverpool, China); Ruocheng Gu (Xi'an Jiaotong-Liverpool University, China); Sihao Li (University of Liverpool, China & Xi'an Jiaotong Liverpool University, China); Kyeong Soo Kim (Xi'an Jiaotong-Liverpool University, China); Jeremy Smith (University of Liverpool, United Kingdom (Great Britain))
8C-4
An Evaluation of CNN using Deep Residual Learning for Modulation, 5G, LTE, and WLAN System Classification
Teruji Ide and Tadatomo Sato (National Institute of Technology, Kagoshima College, Japan); Rozeha A. Rashid and Leon Chin (Universiti Teknologi Malaysia, Malaysia); Mohd Adib Sarijari (Universiti of Teknologi Malaysia, Malaysia); Rubita Sudirman (Universiti Teknologi Malaysia, Malaysia)
8C-5
Local 5G Received Signal Power Measurement in Presence of Building
Design of an Efficient Parallel Random Number Generator using a Single LFSR for Stochastic Computing
Donghui Lee, Hyoju Seo and Yongtae Kim (Kyungpook National University, Korea (South))
Oral Session 8D. Applications for Information Systems - VIII Feb. 22 (Thu.), 9:30-11:30 (JST),
8D-1
Artificial Intelligence Applications for Resilience in Manufacturing — A Systematic Literature Review
Florian A Maier and Sivaphani Puppala (Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Germany); Michael Oberle (Fraunhofer Institute for Manufacturing Engineering and Automation, Germany)
8D-2
Leveraging OpenAPI for Microservice Decomposition: A Comparative Study on Features, Encodings and Algorithms on a real MES
Michael Oberle (Fraunhofer Institute for Manufacturing Engineering and Automation, Germany); Thomas Bauernhansl (Universität Stuttgart, Germany)
8D-3
System for Talent Acquisition: Integrating AI, Automation, and Data Analysis in HR
Gulnara Abitova (State University of New York at Binghamton, USA & Astana IT University, Kazakhstan); Ayanbek Serikov (Astana IT University, Kazakhstan); Vladimir Nikulin (Binghamton University (SUNY), USA); Mira Rakhimzhanova and Gulnur Shuteyeva (Astana IT University, Kazakhstan); Korlan Kulniyazova (L. N. Gumilyov Eurasian National University, Kazakhstan)
8D-4
RISC-V R-Extension: Advancing Efficiency with Rented-Pipeline for Edge DNN Processing
Won Hyeok Kim, Hyeong Jin Kim and Tae Hee Han (Sungkyunkwan University, Korea (South))
8D-5
The Influence of User Profile and Post Metadata on the Popularity of Image-based Social Media: A Data Perspective
Shintami Chusnul Hidayati, Muhammad Rizqi Fiqih Thalib and Abdul Munif (Institut Teknologi Sepuluh Nopember, Indonesia)
8D-6
Dilated Causal Convolution Based Human Activity Recognition using Voxelized Point Cloud Radar Data
Samuel Kakuba and Savina Jassica Colaco (Kyungpook National University, Korea (South)); Jung Hwan Kim (KyungPook National University, Korea (South)); Dong Gyu Lee, Young Jin Yoon and Dong Seog Han (Kyungpook National University, Korea (South))
