| Vol-4082 urn:nbn:de:0074-4082-x Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ATAIT 2025
Advanced Technologies and Applications in the Internet of Things 2025

### Proceedings of the 7th International Symposium on Advanced Technologies and Applications in the Internet of Things (ATAIT 2025)

### Kusatsu, Shiga, Japan, September 10-11, 2025.

Edited by

### Hiroki Nishikawa *
Xuebin Yue **

* Graduate School of Information Science and Technology, The University of Osaka, 1-5 Yamada-oka, Suita, Osaka, 565-0871, Japan
** School of Automation and Electrical Engineering, Zhongyuan University of Technology, No.41 Zhongyuan Road, Zhengzhou, Henan, 450007, China

## Table of Contents

### Preface

- Introduction
  Summary: There were 15 papers submitted for peer-review to this symposium. All of these were accepted as regular papers.

### Plenary Talk

- (Invited) Building energy efficiency retrofit: informatics and AI approaches
  Zhou Wu

### Regular Papers

- Addressing Catastrophic Forgetting and Beyond: Key Challenges in Continual Learning (pp. 1-11)
  Rui Teng, Aihui Wang, Hengyi Li, Jinkang Dong, Yao Yao, Xueying Hu
- Weed Species Identification Using Drones with Multispectral Cameras and Machine-Learning (pp. 12-19)
  Shun Iriuda, Ken-ichi Minamino
- Prediction of Yield Fluctuations Caused by Extreme Weather in Greenhouse Tomato Cultivation (pp. 20-28)
  Reo Kamiyama, Ken-ichi Minamino
- Best-acceleration filter for moving object tracking (pp. 29-38)
  Manami Seta, Kenshi Saho
- Radical-Conditioned Diffusion Model for Oracle Bone Character Generation and Analysis (pp. 39-50)
  Zengmao Ding, Xiaoping He, Xiao Li, Qi Li, Xin Yan, Xia Zhang, Bang Li
- Open-Set Recognition with Scalable Rejection under Large-Class Scenarios (pp. 51-62)
  Jing Yang, Bingbing Wu, Qi Li, Bang Li
- Ego-trajectory Estimation of Electric Wheelchair Using Millimeter-Wave Radar (pp. 63-70)
  Ryuei Maruyama, Ryuto Terawake, Keiji Jimi, Kenshi Saho
- Token Pruning within the Attention Mechanism for Efficient Vision Transformers (pp. 71-82)
  Shuto Kusaki, Ryuto Ishibashi, Lin Meng
- Improvement in Road Crack Detection Based on Multiple Attention Mechanisms (pp. 83-96)
  Junqing Wang, Qi Li, Lin Meng
- Predicting Graduate Students' Industry Readiness Courses Using Big Data and a Recommendation Engine (pp. 97-107)
  Aravinda C V, Mohamed Samiulla Khan, Anjum Zameer Bhat, Dhanalakshmi Venugopal, Dhivya Bino
- Design and Development of a Lightweight YOLOv11-Based Model for UAV Image Recognition (pp. 108-120)
  Yan Yan, Qi Li, Lin Meng
- Lightweight YOLOX-Based Object Detection with Structural Pruning for Edge Device Deployment (pp. 121-132)
  Mikihisa Ishino, Lin Meng
- Evaluation of Zero Crossing Rate Method for Animal Ear-like Hazardous Sound Detection Device (pp. 133-141)
  Miho Yamada, Futa Goto, Takeshi Kumaki, Kyosuke Kageyama
- Verification of Pulse Rate Estimation Accuracy for Human-recorder (pp. 142-149)
  Daiki Nomura, Tsubasa Kinoshita, Takeshi Kumaki, Kyosuke Kageyama
- Oracle Bone Inscription Detection with Multi-Branch Feature Fusion and Efficient Attention (pp. 150-161)
  Jiaze Cai, Qi Li, Xuexue Zhu, Bang Li, Xin Yan, Xia Zhang

2025-10-08: submitted by Xuebin Yue, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-30: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|