Program for Thursday, February 1st: Talk View

PROGRAM FOR THURSDAY, FEBRUARY 1ST: TALK VIEW

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View: with abstracts session overview

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

18:30

19:00

19:30

20:00

09:10-10:10

Biobjective Optimization Problems in Simple Reccurent Neural Networks

Kazuma Morishita, Toshimichi Saito

Enhanced Cooperative Spectrum Sensing Using Two-Stage LSTM-CNN Models

Swe Swe Latt, Quang Vinh Do, Won-Joo Hwang

Personalized Federated Learning with Divergence Subduing Gradient

Binh Nguyen, Duong Nguyen, Won-Joo Hwang

Reducing Write Amplification of SSDs Through Machine Learning Based Hotness Classification

Sungjun Yun, Sungyong Ahn

Reservoir Reinforcement Learning Model for Generating and Switching Motor Primitives

Yu Yoshino, Yuichi Katori

Effect of Memory Capacity Characteristics on Time-Series Prediction in Reservoir Neural Network Consisting of Neurons with Local Temporal

Go Ishii, Yoshihiko Horio, Takemori Orima

Evaluating the Capability of Transformers in Computational Algebra Problems

Yuta Sato, Kazuhiko Kawamoto, Hiroshi Kera

Game-Theoretic Visualization Method of Important Pixels

Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera

Point Cloud Data Reduction Method Considering Bandwidth Limitation at an Intersection

Hidetoshi Hotoyama, Sumiko Miyata, Ryoichi Shinkuma

Incentive Mechanism Considering User Departure with a Participatory Sensing System

Yuta Miyakawa, Sumiko Miyata, Taku Yamazaki

Situation-Aware Robust Multi-Step Prediction of Vehicle Trajectory with Enhanced Transformer

Minsung Kim, Taewoon Kim

Edge Server Placement for Maximum Delay Reduction Using Queueing Model

Koki Shibata, Sumiko Miyata

Characteristic Analysis of Three Classes of VoIP Session Considering Talkspurt Length in Call Admission

Sota Narikiyo, Sumiko Miyata, Ken-Ichi Baba, Katsunori Yamaoka

Analysis of a Blockchain-based Priority Management System for disaster information

Tomoya Kato, Sumiko Miyata, Aram Mine

Hiroki Azuma, Hideyuki Kato

Just In Time Compilation Code protection in WebAssembly

Suhyeon Song, Kazuteru Namba, Donghyun Kwon

Multimodal Cortical-based Analysis with Attention Modelling for Early Alzheimer's Disease Diagnosis

Quan Anh Duong, Yoshitsugu Manabe, Jin Kyu Gahm

Deep Reinforcement Learning Approach for Resource Optimization and Load Balancing on Edge Computing

Avilia Kusumaputeri Nugroho, Shigeo Shioda, Taewoon Kim

HAGCN: Heterogeneous Attentive GCN for gene-disease association

Kim, Kim, Song, Kawamoto, Choi, Sel, Kang, Kang, Kim, Bae

10:20-10:35

Configuration of a data-center network for strong accessibility and load balancing

Jaeho Kim, Yukio Hayashi

10:35-10:50

Design and Evaluation of a Hybrid AI Inspection System for Detecting Bad Welds in Manufacturing Quality

Seungho Lee, Hiroo Sekiya, Chang Hong Lee, Dong-hyun Kim, Jong-Deok Kim

10:50-11:05

The Boundary Between Communication System Speeds and Chaotic Random Number Generators

Salih Ergun

11:20-12:20

Swarming and its control

Naoki Wakamiya

12:20-13:30 Lunch

13:30-14:30

3D Mesh Models Simplification Based on Surface Similarity

Soma Ueno, Yoshitsugu Manabe, Noriko Yata

Takumi Fuji, Kiyohisa Natsume

An Ensemble Learning Approach for Emotion Recognition from Gait

Beom Kwon

Enhancing Reinforcement Learning in POMDPs with the Reservoir Soft Actor-Critic Model Incorporating Multi-layer

Tatsuro Nagai, Yuichi Katori

An memory-efficient streaming architecture towards online learning for physical reservoir computing

Kota Tamada, Yuki Abe, Tetsuya Asai

Out-of-distribution data detection applying predictive coding networks and their variational free

Takafumi Kunimi, Naruki Hagiwara, Kota Ando, Tetsuya Asai

Sparsity-centric Reservoir Computing Architecture

Yuki Abe, Kohei Nishida, Kota Ando, Tetsuya Asai

Smart Factory Integration in Small-Scale Industries: An AIoT Approach for Production Efficiency

Ki Hwan Kim, Young-Jin Kang, Sang Hyun Ha, Seok Chan Jeong, EunJi Yang

Ultrafast Channel Allocation by a Parallel Laser Chaos Decision-Maker for Downlink NOMA Systems

Masaki Sugiyama, Aohan Li, Maki Arai, Takatomo Mihana, Mikio Hasegawa

A Study on the Prediction of Worker paths to Prevent Accidents

J.Y. Kim, K.-H. Kim, Y.J. Kang, S.-C. Jeong, H. Park, B. Lee

Performance Evaluation of Resource Allocation Optimization in UAV Networks Using Ising Machines

Fujita, Li, Do, Otsuka, Arai, Jeong, Hwang, Takesue, Inaba, Aihara, Hasegawa

Throughput Evaluation of Multi-cell Power-domain GF-NOMA for mMTC

Rei Oda, Takeshi Hirai, Shigeo Shioda, Naoki Wakamiya

Exploring a Model of Interaction Between Structural Change in Online Social Networks and User

Ryusei Yamamoto, Kazuki Nakajima, Masaki Aida

Digital Twin Smart City: Synthesizing IFC and CityGML for Enhanced 3D City Model Visualization

Lam Phuoc-Dat, Gu Bon-Hyeon, Lam Hoang-Khanh, Sooyol Ok, Suk-Hwan Lee

Design and validation of an ontology of OGC Sensorthings structures for relational queries

Bonhyeon Gu, Sooyol Ok, Suk-Hwan Lee

Design and Implementation of AI Perfumer Service System Using ChatGPT

Hyenki Kim

Improvement of Image Transformation Accuracy in CycleGAN Applying Data Augmentation

Shuhei Kanzaki, Hidehiro Nakano

Haptic texture recognition system based on characteristics of object surface material using convolutional recurrent neural

Dong-Ki Jeong, Hyoung-Gook Kim, Baek Seung-Yeop

A Study on the Color Extraction Method of Minhwa Objects

Youngsuk Lee

14:40-15:40

AI Technologies for the Font Generation and Typography Related Issues

Soon-Bum Lim

15:50-16:05

Self-supervised 3D Face Model Learning for Monocular Image

U-Chae Jun, Nahyun Eun, Jongwoo Lee, Jiwoo Kang

16:05-16:20

A Bilinear Face Model for Real-time Performance-Based Applications

JaeEun Ko, Yubin Ok, Jongwoo Lee, Jiwoo Kang

16:20-16:35

Performance Comparison of Recurrent Neural Network Models for Solar Power Generation Prediction

Hajin Noh, Yujin Lim

15:50-16:05

Using Graph Neural Networks for Identifying Influencers in Social Networks

Sho Tsugawa, Takuya Nagase

16:05-16:20

Efficient Multi-Sensor Fusion for Depth Completion with RGB, NIR, and LiDAR Sensors

Janghyun Kim, Jinsun Park, Seokyong Heo

16:20-16:35

Integration of Attention Mechanism in Reservoir Computing for Time Series Forecasting

Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida

16:35-16:50

Natural Neighbor Interpolation based Positioning Error and Deviation Mapping for Enhancing UWB Indoor

Hyun-Gi An, Jeong-Ho Kim, Nobuyoshi Komuro, Won-Suk Kim

17:00-17:15

Estimation and Analysis of Train Boarding and Alighting Passengers by Time Zone According to

Sujeong Choi, Yujin Lim

17:15-17:30

A Study on the Impact of CTGAN-Based Data Augmentation on SASRec Performance

Dahun Seong, Yujin Lim

17:30-17:45

Analysis of the Relationship on Emotional Similarity between fonts with Similar Shapes

Lim Soon-Bum, Jeon Min-Jae, Lee Ga-Eun

17:00-17:15

Exploring the Direction of Applying A.I to Game Contents for Sustainable Development of the Gaming Industry -Focusing on Animal

Jiheun Kong, Junkoo Kang, Chee-Yong Kim

17:15-17:30

Perceptual JPEG Artifact Removal using Sum of Weighted IQA as Loss Function

Takamichi Miyata, Yuto Aoki

17:30-17:45

Data Screening based on Image Meta-Information for Emotion Recognition Model

Hyeongju Moon, MyungJin Lim, EunHee Kim, Juhyun Shin

18:00-20:00 Banquet