Dr Dmitri Roussinov
Senior Lecturer
Computer and Information Sciences
Personal statement
Dr. Roussinov is a senior lecturer in computer and information sciences. He has contributed to the fields of information systems, information retrieval, natural language processing, search engines, security informatics, medical informatics, human computer interaction, databases and others. His work has appeared in the premier journals and conferences and has been featured in popular professional magazines. Recently, he has successfully supervised two doctoral dissertations in the field of electronic government. Prior to joining Strathclyde, Dmitri was an Assistant Professor at W.P.Carey Business School of Arizona State University. He got his doctoral degree in Artificial Intelligence from the University of Arrizona and Master’s in Economics from Indiana University. Dr. Roussinov has also worked in software industry.
Publications
- 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)
- Recognizing semantic relations by combining transformers and fully connected models
- Roussinov Dmitri, Sharoff Serge, Puchnina Nadezhda
- LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings 12th International Conference on Language Resources and Evaluation, LREC 2020 LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings, pp. 5838-5845 (2020)
- Combining neural networks and pattern matching for ontology mining - a meta learning inspired approach
- Roussinov Dmitri, Puchnina Nadezhda
- The 13th IEEE International Conference On Semantic Computing, pp. 63-70 (2019)
- https://doi.org/10.1109/ICOSC.2019.8665528
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