Milos Drobnjakovic

Publications

An Introduction to Machine Learning Lifecycle Ontology and its Applications

April 19, 2024

Author(s)

Milos Drobnjakovic, Perawit Charoenwut, Ana Nikolov, Hakju Oh, Boonserm Kulvatunyou

Machine Learning (ML) adoption is on the rapid rise, with a nearly 40% compound annual growth rate over the next decade. In other words, companies will be

Towards Ontologizing a Digital Twin Framework for Manufacturing

September 21, 2023

Author(s)

Milos Drobnjakovic, Guodong Shao, Ana Nikolov, Boonserm Kulvatunyou, Simon P. Frechette, Vijay Srinivasan

This paper presents a timely opportunity to ontologize a digital twin frame-work for manufacturing using recently published international standards and proposes

Produce it sustainably: Life Cycle Assessment of a Biomanufacturing Process through the Ontology Lens

September 21, 2023

Author(s)

Ana Nikolov, Milos Drobnjakovic, Boonserm Kulvatunyou

An ontological perspective to addressing sustainability issues in biomanufacturing on the journey to the circular economy is represented in this pa-per. Even

Business Context-Based Approach for Managing the Digitalization of Biopharmaceutical Supply Chain Operational Requirements

September 14, 2023

Author(s)

Elena Jelisic, Milos Drobnjakovic, Boonserm Kulvatunyou, Nenad Ivezic, Hakju Oh

The COVID-19 pandemic has brought to attention several supply chain challenges in the globalized biopharmaceutical industry. Demand fluctuations and the ability

RECENT DEVELOPMENTS IN ONTOLOGY STANDARDS AND THEIR APPLICABILITY TO BIOMANUFACTURING

August 21, 2023

Author(s)

Milos Drobnjakovic, Boonserm Kulvatunyou, Vijay Srinivasan, Simon P. Frechette

ISO and IEC have jointly initiated, and recently issued, a series of standards (the ISO/IEC 21838 series) for top-level ontologies. These standards have been

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Milos Drobnjakovic (IntlAssoc)

Publications