PROGRAM
Days: Wednesday, January 31st Thursday, February 1st Friday, February 2nd
Wednesday, January 31st
View this program: with abstractssession overviewtalk overview
15:10-15:55 Session 1: AL1 (Lecture)
15:10 | Comparison of RSSI-based Indoor Localization and Data Augmentation Methods for Real-World Industrial Environments (abstract) PRESENTER: Heejun Lee |
15:25 | Mode concentration of chaotic dynamics in a multimode semiconductor laser for decision making (abstract) PRESENTER: Ryugo Iwami |
15:40 | Quantum-based UWB signal classification (abstract) PRESENTER: Dae-Il Noh |
16:05-16:50 Session 2: AL2 (Lecture)
16:05 | Time-frequency analysis of Audio-EEG at frontal region phase differences related to music preferences. (abstract) PRESENTER: Akio Wakata |
16:20 | Design and Implementation of TinyML Device for Respiratory Disease Patients (abstract) PRESENTER: Taegu Kim |
16:35 | Improving position estimation accuracy by filtering processes in fingerprinting-based indoor positioning (abstract) PRESENTER: Jingshi Qian |
17:00-18:00 Session 3: AP (Poster)
Abnormal action recognition system for efficient surveillance in hospital (abstract) PRESENTER: Taewan Kim |
Graph Neural Network - Based User Association for IoT Networks (abstract) PRESENTER: Tung Giang Le |
Stability of Periodic Orbits in Mixed-Rule Cellular Automata (abstract) PRESENTER: Kazuma Matsushita |
Examination of Data Preprocessing for Detection of Out-of-distribution Image Data Using Bayesian Neural Network. (abstract) PRESENTER: Koki Minagawa |
Pseudo Real Image Noise Steganography with Image Denoising and Generative Adversarial Network (abstract) PRESENTER: Shinnosuke Toguchi |
Sentiment Analysis and Topic Classification of News Titles by Machine Learning methods (abstract) PRESENTER: Wenqi Li |
A mathematical approach to optimize network caching in 5G networks (abstract) PRESENTER: Jinho Jang |
Graph Neural Network-based Federated Learning in Maximization total data-rate in Small-cell Wireless Network (abstract) PRESENTER: Doan Hieu Nguyen |
LoRa Preamble Detection in Ultra-Low SNR Environments for Earth-Moon-Earth Communication (abstract) PRESENTER: Kim Yun Seob |
Classification of Hate Comments in News Articles using the BERT Model (abstract) PRESENTER: Youngjun Lee |
Reduce Gradient Conflict in Federated Learning with Nash Equilibrium (abstract) PRESENTER: Trong Binh Nguyen |
UWB CIR Classification using Transformer and CNN (abstract) PRESENTER: Hae-ji Hwang |
Study of Color Correction Method for Dark Images (abstract) PRESENTER: Ryuji Takeda |
Study of Identification of Stain on Fabric Using CNN (abstract) PRESENTER: Daichi Watanabe |
Measuring Power Consumption of IoT Devices in IoT-Blockchain Systems (abstract) PRESENTER: Haruki Kurisaka |
Evaluating Impacts of Overlay Networks on IoT Blockchain Latency (abstract) PRESENTER: Koki Koshikawa |
Soft error tolerant non-volatile flip-flops using DICE and C-element (abstract) PRESENTER: Shogo Takahashi |
Access Control Protocol for Tree-based Multichannel Wireless Sensor Network (abstract) PRESENTER: Kohei Hayashi |
Fairness comparison of successful transmission in multiple NOMA-based slotted ALOHA schemes for mMTC (abstract) PRESENTER: Yuki Ichimura |
Thursday, February 1st
View this program: with abstractssession overviewtalk overview
09:10-10:10 Session 4: BP (Poster)
Biobjective Optimization Problems in Simple Reccurent Neural Networks (abstract) PRESENTER: Kazuma Morishita |
Enhanced Cooperative Spectrum Sensing Using Two-Stage LSTM-CNN Models (abstract) PRESENTER: Swe Swe Latt |
Personalized Federated Learning with Divergence Subduing Gradient (abstract) PRESENTER: Binh Nguyen |
Reducing Write Amplification of SSDs Through Machine Learning Based Hotness Classification (abstract) PRESENTER: Sungjun Yun |
Reservoir Reinforcement Learning Model for Generating and Switching Motor Primitives (abstract) PRESENTER: Yu Yoshino |
Effect of Memory Capacity Characteristics on Time-Series Prediction in Reservoir Neural Network Consisting of Neurons with Local Temporal History (abstract) PRESENTER: Go Ishii |
Evaluating the Capability of Transformers in Computational Algebra Problems (abstract) PRESENTER: Yuta Sato |
Game-Theoretic Visualization Method of Important Pixels (abstract) PRESENTER: Kosuke Sumiyasu |
Point Cloud Data Reduction Method Considering Bandwidth Limitation at an Intersection (abstract) PRESENTER: Hidetoshi Hotoyama |
Incentive Mechanism Considering User Departure with a Participatory Sensing System (abstract) PRESENTER: Yuta Miyakawa |
Situation-Aware Robust Multi-Step Prediction of Vehicle Trajectory with Enhanced Transformer (abstract) PRESENTER: Minsung Kim |
Edge Server Placement for Maximum Delay Reduction Using Queueing Model (abstract) PRESENTER: Koki Shibata |
Characteristic Analysis of Three Classes of VoIP Session Considering Talkspurt Length in Call Admission Control (abstract) PRESENTER: Sota Narikiyo |
Analysis of a Blockchain-based Priority Management System for disaster information (abstract) PRESENTER: Tomoya Kato |
Similarity Analysis among Languages Using Context Vectors Generated in Large Language Model (abstract) PRESENTER: Hiroki Azuma |
Just In Time Compilation Code protection in WebAssembly (abstract) PRESENTER: Suhyeon Song |
Multimodal Cortical-based Analysis with Attention Modelling for Early Alzheimer's Disease Diagnosis (abstract) PRESENTER: Quan Anh Duong |
Deep Reinforcement Learning Approach for Resource Optimization and Load Balancing on Edge Computing (abstract) PRESENTER: Avilia Kusumaputeri Nugroho |
HAGCN: Heterogeneous Attentive GCN for gene-disease association (abstract) PRESENTER: Ki Beom Kim |
10:20-11:05 Session 5: BL1 (Lecture)
10:20 | Configuration of a data-center network for strong accessibility and load balancing (abstract) PRESENTER: Jaeho Kim |
10:35 | Design and Evaluation of a Hybrid AI Inspection System for Detecting Bad Welds in Manufacturing Quality Control (abstract) PRESENTER: Seungho Lee |
10:50 | The Boundary Between Communication System Speeds and Chaotic Random Number Generators (abstract) |
11:20-12:20 Session 6: BL2 (Keynote Speech 1)
11:20 | Swarming and its control (abstract) |
13:30-14:30 Session 7: CP (Poster)
3D Mesh Models Simplification Based on Surface Similarity (abstract) PRESENTER: Soma Ueno |
Error-related activity in human-robot cooperative exploration in virtual maze (abstract) PRESENTER: Takumi Fuji |
An Ensemble Learning Approach for Emotion Recognition from Gait (abstract) |
Enhancing Reinforcement Learning in POMDPs with the Reservoir Soft Actor-Critic Model Incorporating Multi-layer Structures (abstract) PRESENTER: Tatsuro Nagai |
An memory-efficient streaming architecture towards online learning for physical reservoir computing (abstract) PRESENTER: Kota Tamada |
Out-of-distribution data detection applying predictive coding networks and their variational free energy (abstract) PRESENTER: Takafumi Kunimi |
Sparsity-centric Reservoir Computing Architecture (abstract) PRESENTER: Yuki Abe |
Smart Factory Integration in Small-Scale Industries: An AIoT Approach for Production Efficiency (abstract) PRESENTER: Ki Hwan Kim |
Ultrafast Channel Allocation by a Parallel Laser Chaos Decision-Maker for Downlink NOMA Systems (abstract) PRESENTER: Masaki Sugiyama |
A Study on the Prediction of Worker paths to Prevent Accidents (abstract) PRESENTER: Byeongmin Lee |
Performance Evaluation of Resource Allocation Optimization in UAV Networks Using Ising Machines (abstract) PRESENTER: Tsukumo Fujita |
Throughput Evaluation of Multi-cell Power-domain GF-NOMA for mMTC (abstract) PRESENTER: Rei Oda |
Exploring a Model of Interaction Between Structural Change in Online Social Networks and User Dynamics (abstract) PRESENTER: Ryusei Yamamoto |
Digital Twin Smart City: Synthesizing IFC and CityGML for Enhanced 3D City Model Visualization (abstract) PRESENTER: Lam Phuoc-Dat |
Design and validation of an ontology of OGC Sensorthings structures for relational queries (abstract) PRESENTER: Bonhyeon Gu |
Design and Implementation of AI Perfumer Service System Using ChatGPT (abstract) |
Improvement of Image Transformation Accuracy in CycleGAN Applying Data Augmentation (abstract) PRESENTER: Shuhei Kanzaki |
Haptic texture recognition system based on characteristics of object surface material using convolutional recurrent neural network (abstract) PRESENTER: Hyoung-Gook Kim |
A Study on the Color Extraction Method of Minhwa Objects (abstract) |
14:40-15:40 Session 8: CL1 (Keynote Speech 2)
14:40 | AI Technologies for the Font Generation and Typography Related Issues (abstract) |
15:50-16:35 Session 9A: CL2A (Lecture): Sookmyung BK21+ Special Workshop
15:50 | Self-supervised 3D Face Model Learning for Monocular Image (abstract) PRESENTER: U-Chae Jun |
16:05 | A Bilinear Face Model for Real-time Performance-Based Applications (abstract) PRESENTER: JaeEun Ko |
16:20 | Performance Comparison of Recurrent Neural Network Models for Solar Power Generation Prediction (abstract) PRESENTER: Hajin Noh |
15:50-16:50 Session 9B: CL2B (Lecture)
15:50 | Using Graph Neural Networks for Identifying Influencers in Social Networks (abstract) PRESENTER: Sho Tsugawa |
16:05 | Efficient Multi-Sensor Fusion for Depth Completion with RGB, NIR, and LiDAR Sensors (abstract) PRESENTER: Janghyun Kim |
16:20 | Integration of Attention Mechanism in Reservoir Computing for Time Series Forecasting (abstract) PRESENTER: Felix Köster |
16:35 | Natural Neighbor Interpolation based Positioning Error and Deviation Mapping for Enhancing UWB Indoor Positioning (abstract) PRESENTER: Hyun-Gi An |
17:00-17:45 Session 10A: CL3A (Lecture): Sookmyung BK21+ Special Workshop
17:00 | Estimation and Analysis of Train Boarding and Alighting Passengers by Time Zone According to Environment (abstract) PRESENTER: Sujeong Choi |
17:15 | A Study on the Impact of CTGAN-Based Data Augmentation on SASRec Performance (abstract) PRESENTER: Dahun Seong |
17:30 | Analysis of the Relationship on Emotional Similarity between fonts with Similar Shapes (abstract) PRESENTER: Lee Ga-Eun |
17:00-17:45 Session 10B: CL3B (Lecture)
17:00 | Exploring the Direction of Applying A.I to Game Contents for Sustainable Development of the Gaming Industry -Focusing on Animal Crossing (abstract) PRESENTER: Junkoo Kang |
17:15 | Perceptual JPEG Artifact Removal using Sum of Weighted IQA as Loss Function (abstract) PRESENTER: Takamichi Miyata |
17:30 | Data Screening based on Image Meta-Information for Emotion Recognition Model (abstract) PRESENTER: Hyeongju Moon |
Friday, February 2nd
View this program: with abstractssession overviewtalk overview