Hiroshi Kuwajima

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

Quality Assurance

Machine Learning Systems

Machine Learning

Inference Process

Top Venues

Image Processing: Algorithms and Systems

ISSRE Workshops

Publications

Krzysztof Czarnecki, Hiroshi Kuwajima
STEAM & MoSAFE: SOTIF Error-and-Failure Model & Analysis for AI-Enabled Driving Automation. CoRR (2023)
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Evaluating active learning for blind imbalanced domains. Image Processing: Algorithms and Systems (2023)
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Machine Learning with Blind Imbalanced Domains. Image Processing: Algorithms and Systems (2022)
Rick Salay, Krzysztof Czarnecki, Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae, Vahdat Abdelzad, Chengjie Huang, Maximilian Kahn, Van Duong Nguyen
The missing link: Developing a safety case for perception components in automated driving. CoRR (2021)
Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae
Engineering problems in machine learning systems. Mach. Learn. 109 (5) (2020)
Hiroshi Kuwajima, Fuyuki Ishikawa
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems. ISSRE Workshops (2019)
Hiroshi Kuwajima, Fuyuki Ishikawa
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems. CoRR (2019)
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Improving Transparency of Deep Neural Inference Process. CoRR (2019)
Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae
Open Problems in Engineering Machine Learning Systems and the Quality Model. CoRR (2019)
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Improving transparency of deep neural inference process. Prog. Artif. Intell. 8 (2) (2019)
Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae
Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems. CoRR (2018)
Hiroshi Kuwajima, Masayuki Tanaka
Network Analysis for Explanation. CoRR (2017)
Hiroshi Kuwajima, Takashi Washio, Ee-Peng Lim
Fast and Accurate PSD Matrix Estimation by Row Reduction. IEICE Trans. Inf. Syst. (11) (2012)
Kentarou Kido, Hiroshi Kuwajima, Takashi Washio
A Range Query Approach for High Dimensional Euclidean Space Based on EDM Estimation. SDM (2008)
Kun Zhao, Yingjie Tian, Naiyang Deng, Hiroshi Kuwajima, Takashi Washio
Robust Unsupervised and Semisupervised Bounded C-Support Vector Machines. ICDM Workshops (2007)