Dr Dmitri Roussinov
Senior Lecturer
Computer and Information Sciences
Personal statement
Dr. Dmitri Roussinov is a Senior Lecturer (Associate Professor) in Computer and Information Sciences. His research focuses on natural language processing (including large language models), medical informatics, security informatics, information retrieval, information systems, and human-computer interaction. His work has been published in leading journals and conferences and has been featured in prominent professional magazines.
Before joining the University of Strathclyde, Dr. Roussinov was an Assistant Professor at the W.P. Carey School of Business at Arizona State University. He holds a Ph.D. in Artificial Intelligence from the University of Arizona and a Master’s degree in Economics from Indiana University. Prior to his academic career, he worked in the software industry.
He welcomes inquiries from prospective PhD students interested in the areas listed above.
Publications
- Controlling out-of-domain gaps in LLMs for genre classification and generated text detection
- Roussinov Dmitri, Sharoff Serge, Puchnina Nadezhda
- Proceedings of the 31st International Conference on Computational Linguistics , pp. 3329-3344 (2025)
- NLP-based regulatory compliance – using GPT 4.0 to decode regulatory documents
- Kumar Bimal, Roussinov Dmitri
- Georg Nemetschek Institute Symposium & Expo
on Artificial Intelligence for the Built World (2024) - BERT goes off-topic : investigating the domain transfer challenge using genre classification
- Roussinov Dmitri, Sharoff Serge
- 2023 Conference on Empirical Methods in Natural Language (2023)
- Fine-tuning language models to recognize semantic relations
- Roussinov Dmitri, Sharoff Serge, Puchnina Nadezhda
- Language Resources and Evaluation Vol 57, pp. 1463-1486 (2023)
- https://doi.org/10.1007/s10579-023-09677-w
- Predicting clinical events based on raw text : from bag-of-words to attention-based transformers
- Roussinov Dmitri, Conkie Andrew, Patterson Andrew, Sainsbury Christopher
- Frontiers in Digital Health Vol 3 (2022)
- https://doi.org/10.3389/fdgth.2021.810260
- Predicting clinical events based on raw text : from bag of words to attention-based transformers
- Roussinov Dmitri, Conkie Andrew, Patterson Andrew, Sainsbury Christopher
- UK Healthcare Text Analytics Conference 2021 (2021)
Professional Activities
- Innovation Voucher project
- Consultant
- 2017
- Conference on Information and Knowledge Management
- Member of programme committee
- 2016
- European conference on research on information retrieval (ECIR)
- Member of programme committee
- 2011
- 19th Workshop on Information Technologies and Systems WITS
- Member of programme committee
- 2009
- international ACM SIGIR conference on research and development in information retrieva
- Member of programme committee
- 2008
- Pacific Asia Workshop on Intelligence and Security Informatics
- Member of programme committee
- 2008
Projects
- KTP - Rico Developments Ltd t/a Adimo. Development of a fully automated, multi-lingual algorithm, recipe creation platform
- Wallace, William (Principal Investigator) McLean, Graeme (Co-investigator) Revie, Crawford (Co-investigator) Roussinov, Dmitri (Co-investigator)
- 04-Jan-2021 - 03-Jan-2023
- Applying deep neural networks to clinical text without restrictions on the text length
- Roussinov, Dmitri (Principal Investigator)
- 15-Jan-2019 - 15-Jan-2020
Contact
Dr
Dmitri
Roussinov
Senior Lecturer
Computer and Information Sciences
Email: dmitri.roussinov@strath.ac.uk
Tel: 548 3706