Dr Natalia Yerashenia : WestminsterResearch

Outputs by Type

Conference paper

2022

Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes
Yerashenia, Natalia, Chan You Fee, David and Bolotov, Alexander 2022. Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes. 24th IEEE International Conference on Business Informatics (IEEE CBI 2022). Amsterdam 15 - 17 Jun 2022 IEEE . https://doi.org/10.1109/cbi54897.2022.00013

2022

Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes
Yerashenia, N., Chan You Fee, D. and Bolotov, A. 2022. Developing a Generic Predictive Computational Model using Semantic data Pre-Processing with Machine Learning Techniques and its application for Stock Market Prediction Purposes. 24th IEEE International Conference on Business Informatics (IEEE CBI 2022). Amsterdam 15 - 17 Jun 2022 IEEE . https://doi.org/10.1109/CBI54897.2022.00013

2020

Semantic Data Pre-Processing for Machine Learning Based Bankruptcy Prediction Computational Model
Yerashenia, N., Bolotov, A., Chan You Fee, D. and Pierantoni, G. 2020. Semantic Data Pre-Processing for Machine Learning Based Bankruptcy Prediction Computational Model. 22nd IEEE International Conference on Business Informatics (IEEE CBI 2020) . Antwerp, Belgium 22 - 24 Jun 2020 IEEE . https://doi.org/10.1109/CBI49978.2020.00015

2019

Computational Modelling for Bankruptcy Prediction: Semantic data Analysis Integrating Graph Database and Financial Ontology
Yerashenia, N. and Bolotov, A. 2019. Computational Modelling for Bankruptcy Prediction: Semantic data Analysis Integrating Graph Database and Financial Ontology. 21st IEEE Conference on Business Informatics. Moscow, Russian Federation 15 - 17 Jul 2019 IEEE . https://doi.org/10.1109/CBI.2019.00017

Online educational resource

2020

SMARTEST - knowledge and learning repository
Bolotov, A., Pierantoni, G., Chan You Fee, D., Wojtunik, D., Ivanauskaite, G., Tait, C., Makadicy, W., Wasowski, T., Kulczynska, A. and Yerashenia, N. 2020. SMARTEST - knowledge and learning repository . University of Westminster.

Workshop item

2019

Creating an Intelligent System for Bankruptcy Detection: Semantic data Analysis Integrating Graph Database and Financial Ontology
Yerashenia, N. and Bolotov, A. 2019. Creating an Intelligent System for Bankruptcy Detection: Semantic data Analysis Integrating Graph Database and Financial Ontology. Automated Reasoning Workshop 2019: Bridging the Gap between Theory and Practice. University of Middlesex 02 - 03 Sep 2019 Middlesex University.