Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems

Description

This book presents selected papers from the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2019), which was held in Tottori, Japan, on December 6–8, 2019. Today, various types of intelligent system can be found everywhere. However, none of them can be developed or understood from only one perspective. As such, this book collects unique ways of thinking about intelligent systems. It discusses evolutionary and complex adaptive systems, which have been useful approaches for tackling intelligent systems. It also examines the recent developments in the field of artificial intelligence that are driving research on intelligent systems. Addressing topics related to intelligent transport systems, machine learning and neural networks, data science and decision analytics, evolutionary and nature-inspired computation, and agents and complex systems, this book is a valuable resource for researchers and practitioners wanting to develop or understand intelligent and evolutionary systems. Front Matter ....Pages i-xi Ensemble Learning to Generate Virtual Data for Pattern Recognition and Its Possibility of Application to Strategy Inference in Table Tennis (Isao Hayashi, Honoka Irie)....Pages 1-3 The Rise of Smart Contract and Its Complex Impacts on the Digital Ecosystem (Yuji Aruka)....Pages 4-16 Automatic Collision Avoidance Using Deep Reinforcement Learning with Grid Sensor (Ryohei Sawada)....Pages 17-32 Two Way Allocation Methods in SAVS for Large Depopulated Area (Sho Iwata, Keiji Suzuki)....Pages 33-45 Proposal of Mathematical Model of Prediction of Human Movement Using Position Information (Shunsuke Hatadani, Yuki Ohira, Akira Ishii, Yasuko Kawahata)....Pages 46-51 Public Transport Smart Card Data Analysis Using Tucker Decomposition (Mio Hosoe, Masashi Kuwano)....Pages 52-66 Estimating Impressions for Clothing, Landscape, and Indoor Images Using CNN (Mizuki Kambe, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura)....Pages 67-78 Block-Based Neural Network High Speed Optimization (Kundo Lee, Tomoki Hamagami)....Pages 79-92 An Improved Auto-encoder Based on 2-Level Prioritized Experience Replay for High Dimension Skewed Data (Xin Li, Tomoki Hamagami)....Pages 93-105 Multi-task Learning Using Online Fine-Tuning Considering the Importance of Each Filter (Shota Ikawa, Yuji Sato)....Pages 106-117 Visualizing Deep Q-Learning to Understanding Behavior of Swarm Robotic System (Xiaotong Nie, Motoaki Hiraga, Kazuhiro Ohkura)....Pages 118-129 A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM (Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui)....Pages 130-141 Learning Localization Skills of Soccer Robot Using by Simulated Omni-Vision Camera (Naoya Horio, Masao Kubo, Hiroshi Sato)....Pages 142-155 Examination of Analysis Method of Opinion Distribution in News Media Transferred on Web (Yasuko Kawahata)....Pages 156-166 Opinion Distribution Analysis of Video Media Related to Social Life (Yasuko Kawahata)....Pages 167-174 Quantitative Consideration of Spatio-Temporal Information on Education and Culture in Japan Using Telephone Directory Archive Data (Yasuko Kawahata)....Pages 175-182 Analyzing Urban Resilience Using Temporal and Spatial Archive Information Before and After a Disaster – Perspective of SDGs (Yasuko Kawahata)....Pages 183-193 Detecting Stock Market Bubbles Based on the Cross-Sectional Dispersion of Stock Prices (Takayuki Mizuno, Takaaki Ohnishi, Tsutomu Watanabe)....Pages 194-202 Feasibility Study on Multi-agent Simulations of a Seasonal Influenza Epidemic in a Closed Space (Saori Iwanaga, Hajime Yoshida, Shigenori Kinjo)....Pages 203-215 Simultaneous Local Adaptation for Different Local Properties (Ryota Kobayashi, Ryo Takano, Hiroyuki Sato, Keiki Takadama)....Pages 216-227 Evaluation of Search Performance of Evolutionary Computation by Transfer Entropy (Hiroshi Sato)....Pages 228-237 Sociophysics Approach of Simulation of Charismatic Person and Distrusted People in Society Using Opinion Dynamics (Nozomi Okano, Akira Ishii)....Pages 238-252 Footstep Analysis for the Military Parade (Yohei Okugawa, Masao Kubo, Hiroshi Sato, Shun Sakai)....Pages 253-264 Sociophysics Theory for Conflict of Viewer Rating on Television Program (Akira Ishii, Daiki Nishiyama, Yasuyuki Suzuki)....Pages 265-271 Augmented Interaction Mechanism for Physically Consistent Collaboration Between Humans and Intelligent Agents in Network Management (Kazuto Sasai, Kazuya Kobayashi, Tetsuo Kinoshita)....Pages 272-283 Back Matter ....Pages 285-286