ISE 2022
1st International Workshop on Intelligent Software Engineering

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