Vol-3655
urn:nbn:de:0074-3655-1

Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

ISE 2023
The 2nd International Workshop on Intelligent Software Engineering

Proceedings of the 2nd International Workshop on Intelligent Software Engineering
co-located with the 30th Asia-Pacific Software Engineering Conference (APSEC 2023)

Seoul, South Korea, December 4, 2023.

Edited by

Sungsoo Ahn *
Seonah Lee *
Sajid Anwar **

* Gyeongsang National University, Department of AI Convergence Engineering, 501 Jinju-daero, Jinju, Gyeongsangnam-do, South Korea
** Institute of Management Sciences Peshawar, 1-A, Sector E-5, Phase VII, Hayatabad, Peshawar, Pakistan

Table of Contents

Preface
Summary: There were 19 papers submitted for peer-review to this workshop. Out of these, 11 papers were accepted as regular papers for this volume.

Session 1: Intelligent Software Engineering

Topic-aware video summarization technique for product reviews exploiting the BERTopic and BART models
Yujin Ha, Gun-Woo Kim
GAN-based image generation techniques exploiting latent vector distribution and edge loss methods on limited datasets
Yun Gyeong Song, Gun-Woo Kim
A Combination of Classification and Summarization Techniques for Bug Report Summarization
Samal Mukhtar, Seonah Lee
Developing Machine Learning Systems: Situational Factors Shaping the Development Process
Selin Aydin, Horst Lichter

Session 2: Intelligent Software Engineering

Fault Localization with DNN-based Test Case Learning and Ablated Execution Traces
Takuma Ikeda, Kozo Okano, Shinpei Ogata, Shin Nakajima
Measuring Modularity in JavaScript-Based Microservices from Software Architectural Perspectives
Claudia Cahya Primadani, Seonah Lee
Duplicate Bug Report Detection by Using Sentence Embedding and Faiss
Sunho Lee, Seonah Lee
A Survey of Software Health Management in Unmanned Aerial Vehicle Systems
Jinseok Park, Eu-Teum Choi, Seongjin Lee

Session 3: Intelligent Software Engineering

Hyperparameter Optimization Technique in Autonomous Racing Cars exploiting the Leaky Piece and Conquer Fireworks Algorithm
Myeongjun Kim, Gun-Woo Kim
A Ground Control System Based on Digital Twin for Monitoring the Status of UAVs
Bae Chang-Hui, Kim Chang-Hui, Lee Seongjin
A Survey of Health Management System for On-The-Fly Repairing of Concurrency Errors in Airborne Software
Junho Lee, Seongyun Go, Eu-Teum Choi, Seongjin Lee

2024-03-17: submitted by Sungsoo Ahn, metadata incl. bibliographic data published under Creative Commons CC0
2024-03-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|