Vol-3654⫷ Vol-3655 ⫸Vol-3656
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 |