3-4 December, APSEC2023

International Workshop on Intelligent Software Engineering

at Grand Walkerhill Seoul, Korea

Day 1

December 03, 2023

Committee Meeting 19:00-21:00

Day 2

December 04, 2023

Welcome message 9:00 a.m.–9:10 a.m.

9:10 a.m.–10:30 a.m.

Session I, Session Chair: Sungsoo Ahn

9:10 a.m.–9:30 a.m.

Topic-aware video summarization technique for product reviews exploiting the BERTopic and BART models

Yujin Ha and Gun-Woo Kim

9:30 a.m.–09:50 a.m.

GAN-based image generation techniques exploiting latent vector distribution and edge loss methods on limited datasets

Yun Gyeong Song and Gun-Woo Kim

09:50 a.m.–10:10 a.m.

A Combination of Classification and Summarization Techniques for Bug Report Summarization

Samal Mukhtar and Seonah Lee

10:10 a.m.–10:30 a.m.

Developing Machine Learning Systems: Situational Factors Shaping the Development Process

Selin Aydin and Horst Lichter

Break 10:30 a.m.–11:00 a.m.

11:00 a.m.–12:20 p.m.

Session II, Session Chair: Sungsoo Ahn

11:00 a.m.–11:20 a.m.

Fault Localization with DNN-based Test Case Learning and Ablated Execution Traces

Takuma Ikeda, Kozo Okano, Shinpei Ogata and Shin Nakajima

11:20 a.m.–11:40 a.m.

Measuring Modularity in JavaScript-Based Microservices from Software Architectural Perspectives

Claudia Cahya Primadani and Seonah Lee

11:40 p.m.–12:00 p.m.

Duplicate Bug Report Detection by Using Sentence Embedding and Faiss

Sunho Lee and Seonah Lee

12:00 p.m.–12:20 p.m.

A Survey of Software Health Management in Unmanned Aerial Vehicle Systems

Jinseok Park, Eu-Teum Choi and Seongjin Lee

Lunch 12:30 p.m.–14:00 p.m.

14:00 a.m.–15:30 p.m.

Session III, Session Chair: Seongjin Lee

14:00 a.m.–14:30 p.m.

Invited Talk: Intelligence Challenges in Aircraft Software Engineering

Yonggi Jun

14:30 a.m.–14:50 p.m.

Hyperparameter Optimization Technique in Autonomous Racing Cars exploiting the Leaky Piece and Conquer Fireworks Algorithm

Myeongjun Kim and Gun-Woo Kim

14:50 p.m.–15:10 p.m.

A Ground Control System Based on Digital Twin for Monitoring the Status of UAVs

Bae Chang-Hui, Kim Chang-Hui and Lee Seongjin

15:10 p.m.–15:30 p.m.

A Survey of Health Management System for On-The-Fly Repairing of Concurrency Errors in Airborne Software

Junho Lee, Seongyun Go, Eu-Teum Choi and Seongjin Lee

Break 15:30 p.m.–16:00 p.m.

16:00 a.m.–17:30 p.m.

Closing Session, Session Chair: Seonah Lee

16:00 p.m.–17:00 p.m.

Invited Talk: The role and use of digital twins for industrial AI

Junju Choi, Konan Technology Inc. (Korean Presentation)

17:00 p.m.–17:30 p.m.

Discussion on New Directions of Intelligent Software Engineering

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