Program / GS-18: Applied Predictive Modeling for Physical & Engineering Systems

GS-18: Applied Predictive Modeling for Physical & Engineering Systems

November 04 (Wednesday) · 16:20–18:00 · Room B

Chair: Jinseok Woo (Tokyo University of Technology)

16:20–16:35Paper ID: 6Late Breaking

Hybrid LSTM Framework For Vessel-Type-Aware AIS Anomaly Detection

Raj Singh (Bharat Electronics Limited)*; Moirangthem Suchitra Devi (Bharat Electronics Limited ); Sandeep Kumar (Bharat Electronics Limited)

16:35–16:55Paper ID: 119Full paper

A Correction Method for Improving Movement- Direction Estimation from Vehicle Probe Data at Intersections Using Divided Grid Squares

Shoya Kanai (Institute of Social Spatial Information Science, Graduate School of Engineering and Design, Hosei University (Nippon Koei Co., Ltd.))*; Ryuichi Imai (Faculty of Engineering and Design Hosei University)

16:55–17:10Paper ID: 276Abstract-only paper

ANN-Based Performance Prediction of an Electric Vehicle Heat Pump Using R744/R1270 Refrigerant Mixture

Hyun Joon Chung (Hoseo University)*

17:10–17:25Paper ID: 295Abstract-only paper

A Coupled Model for Physical Artificial Intelligence Based on Predictive Coding and Hamiltonian Mechanics.

Hiroki Shibata (Tokyo Metropolitan University, Japan)*; Shota Shimizu (Tokyo Metropolitan University); Takao Fukui (Tokyo Metropolitan University); Yasufumi Takama (Tokyo Metropolitan University); Naoyuki Kubota (Tokyo Metropolitan University)

Presentations finish at 17:25. The scheduled session ends at 18:00.

Full paper: 15 minutes presentation + 5 minutes Q&A. Short, abstract-only and late breaking papers: 10 minutes presentation + 5 minutes Q&A. Speakers should bring their own laptop; presentation PCs are not provided.