| Vol-3362 urn:nbn:de:0074-3362-3 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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 2022
1st International Workshop on Intelligent Software Engineering

### Proceedings of the 1st International Workshop on Intelligent Software Engineering
co-located with 29th Asia-Pacific Software Engineering Conference (APSEC 2022)

### Virtual Event, Japan, December 6-9, 2022.

Edited by

### Seonah Lee *
Sajid Anwar **

* Gyeongsang National University, Department of AI Convergence Engineering, Jinjudaero 501, Jingo City, Republic of Korea
** Institute of Management Sciences Peshawar, Center for Excellence in IT, 1-A, Sector E-5, Phase VII, Hayatabad, Peshawar, Pakistan

## Table of Contents

- Preface
  Summary: There were 30 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted for this volume, 0 as regular papers and 14 as short papers.

### Session 1: Medical AI and Deep Learning Techniques

- MediaPipe-based LSTM-Autoencoder Sarcopenia Anomaly Detection and Requirements for Improving Detection Accuracy
  Hye Rin Yoon, Jin Hyun Kim, Eun Ah Jo, Seung Jae Ryu, Jun-Il Yoo
- The Application of Machine Learning on the Injury Prediction of Soccer Players
  Davronbek Malikov, Jaeho Kim
- Real-time Twist Rebar Detection System exploiting GAN-based Data Augmentation technique
  Jong-Chan Park, Gun-Woo Kim
- Performance Evaluation of Fire and Smoke Detection with Object based DNN Algorithm
  Ji Sang Moon, Seongjin Lee

### Session 2: ISEA, merged from another workshop

- Business Process Model Annotation Techniques: Identification, Classification and Analysis
  Muhammad Ali, Khurram Shahzad
- Automatic testing of OCE, a human-centered reinforcement learning system for automated software composition
  Maxence Demougeot, Kevin Delcourt, Jean-Paul Arcangeli, Sylvie Trouilhet, Françoise Adreit
- Towards automated open source assessment - An empirical study
  Sai Pranav Koyyada, Denim Deshmukh, Deepika Badampudi, Vida Ahmadi, Muhammad Usman
- Load Balancing in Cloud Computing using Nature-Inspired Algorithms: A Systematic Literature Review
  Muhammad Hanan, Obaid Ullah, Khubaib Amjad Alam

### Session 3: Intelligent Software Engineering

- Quality Assurance in MLOps Setting: An Industrial Perspective
  Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
- Duplicate Bug Report Summarization
  Samal Mukhtar, Seonah Lee
- Java2Pseudo: Java to Pseudo Code Translator
  Heetae Cho, Seonah Lee

### Session 4: Intelligent UAVs and SE

- Automatic Flight Plan Creation Tool with Digital Twin for Monitoring Forest Fire on Mountain Trail through UAV
  Bae Chang-Hui, Jeong Ji-Won, Lee Seongjin
- A survey of collision avoidance systems for autonomous unmanned aerial vehicle
  Taehwan Kim, Seonah Lee
- Issue report classification using multimodal deep learning
  Changwon Kwak, Seonah Lee

2023-02-18: submitted by Seonah Lee, metadata incl. bibliographic data published under Creative Commons CC0
2023-03-24: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|