Samuel Idowu

According to our database, Samuel Idowu authored at least 9 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Machine learning experiment management tools: a mixed-methods empirical study.

Samuel Idowu, Osman Osman, Daniel Strüber, Thorsten Berger

Empir. Softw. Eng., July, 2024

A Large-Scale Study of ML-Related Python Projects.

Samuel Idowu, Yorick Sens, Thorsten Berger, Jacob Krüger, Michael Vierhauser

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

2023

Asset Management in Machine Learning: State-of-research and State-of-practice.

Samuel Idowu, Daniel Strüber, Thorsten Berger

ACM Comput. Surv., 2023

2022

On the Effectiveness of Machine Learning Experiment Management Tools.

Samuel Idowu, Osman Osman, Daniel Strüber, Thorsten Berger

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

EMMM: A Unified Meta-Model for Tracking Machine Learning Experiments.

Samuel Idowu, Daniel Strüber, Thorsten Berger

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

2021

Asset Management in Machine Learning: A Survey.

Samuel Idowu, Daniel Strüber, Thorsten Berger

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

2014

Forecasting heat load for smart district heating systems: A machine learning approach.

Samuel Idowu, Saguna Saguna, Christer Åhlund, Olov Schelén

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Machine learning in district heating system energy optimization.

Samuel Idowu, Christer Åhlund, Olov Schelén

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

2013

NexTrend: Context-Aware Music-Relay Corridors Using NFC Tags.

Samuel Idowu, Desta Haileselassie Hagos, Welderufael Berhane Tesfay, Abiola Famurewa, Juwel Rana, Kåre Synnes

Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013