Mammalian Sleep Dynamics: How Diverse Features Arise from a Common Physiological Framework. - Andrew J. K. Phillips; Peter A. Robinson; David Jacob Kedziora; Romesh G. Abeysuriya (PLoS Comput. Biol., 2010)

Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. - Tien-Dung Nguyen 002; David Jacob Kedziora; Katarzyna Musial; Bogdan Gabrys (IJCNN, 2021)

Optima TB: A tool to help optimally allocate tuberculosis spending. - Lara Goscé; Gerard J. Abou Jaoude; David Jacob Kedziora; Clemens Benedikt; Azfar Hussain; Sarah Jarvis; Alena Skrahina; Dzmitry Klimuk; Henadz Hurevich; Feng Zhao; Nicole Fraser-Hurt; Nejma Cheikh; et al. (PLoS Comput. Biol., 2021)

The Roles and Modes of Human Interactions with Automated Machine Learning Systems. - Thanh Tung Khuat; David Jacob Kedziora; Bogdan Gabrys (CoRR, 2022)

The Challenge of Quickly Determining the Quality of a Single-Photon Source. - David Jacob Kedziora; Anna Musial; Wojciech Rudno-Rudzinski; Bogdan Gabrys (CoRR, 2023)

The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives. - Thanh Tung Khuat; David Jacob Kedziora; Bogdan Gabrys (Found. Trends Hum. Comput. Interact., 2023)

The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry. - Alexander Scriven; David Jacob Kedziora; Katarzyna Musial; Bogdan Gabrys (Found. Trends Inf. Syst., 2023)

Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality. - David Jacob Kedziora; Anna Musial; Wojciech Rudno-Rudzinski; Bogdan Gabrys (Mach. Learn. Sci. Technol., 2023)

On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning. - David Jacob Kedziora; Tien-Dung Nguyen 002; Katarzyna Musial; Bogdan Gabrys (Expert Syst. Appl., 2024)

Automated Deep Learning: Neural Architecture Search Is Not the End. - Xuanyi Dong; David Jacob Kedziora; Katarzyna Musial; Bogdan Gabrys (Found. Trends Mach. Learn., 2024)

AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. - David Jacob Kedziora; Katarzyna Musial; Bogdan Gabrys (Found. Trends Mach. Learn., 2024)

Transfer learning and the early estimation of single-photon source quality using machine learning methods. - David Jacob Kedziora; Anna Musial; Wojciech Rudno-Rudzinski; Bogdan Gabrys (Mach. Learn. Sci. Technol., 2025)