38 citations · 51 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
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…
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,…