activity
20182026
most citedPreliminary Systematic Literature Review of Machine Learning System Development Process

7 citations · 7 across the 5 of their papers we have counts for

collaborators

7 papers

cs.SE2026

ArgRE: Formal Argumentation for Conflict Resolution in Multi-Agent Requirements Negotiation

Haowei Cheng, Milhan Kim, Chong Liu +6

As software systems grow in complexity, they must satisfy an increasing number of competing quality attributes, making it essential to balance them in a principled manner -- for ex…

cs.SE2024

Generative AI for Requirements Engineering: A Systematic Literature Review

Haowei Cheng, Jati H. Husen, Yijun Lu +4

Introduction: Requirements engineering faces challenges due to the handling of increasingly complex software systems. These challenges can be addressed using generative AI. Given t…

cs.SE2022

Systematic Literature Review of Gender and Software Engineering in Asia

Hironori Washizaki

It is essential to discuss the role, difficulties, and opportunities concerning people of different gender in the field of software engineering research, education, and industry. A…

cs.LG20197 cited

Preliminary Systematic Literature Review of Machine Learning System Development Process

Yasuhiro Watanabe, Hironori Washizaki, Kazunori Sakamoto +5

Previous machine learning (ML) system development research suggests that emerging software quality attributes are a concern due to the probabilistic behavior of ML systems. Assumin…

cs.SE2019

Studying Software Engineering Patterns for Designing Machine Learning Systems

Hironori Washizaki, Hiromu Uchida, Foutse Khomh +1

Machine-learning (ML) techniques have become popular in the recent years. ML techniques rely on mathematics and on software engineering. Researchers and practitioners studying best…

cs.SE2019

Landscape of IoT Patterns

Hironori Washizaki, Nobukazu Yoshioka, Atsuo Hazeyama +5

Patterns are encapsulations of problems and solutions under specific contexts. As the industry is realizing many successes (and failures) in IoT systems development and operations,…