Mykola Galushka

According to our database, Mykola Galushka authored at least 28 papers between 2002 and 2021.

Collaborative distances:

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

2021

Prediction of chemical compounds properties using a deep learning model.

Mykola Galushka, Chris Swain, Fiona Browne, Maurice D. Mulvenna, Raymond R. Bond, Darren Gray

Neural Comput. Appl., 2021

2019

Democratisation of Usable Machine Learning in Computer Vision.

Raymond R. Bond, Ansgar Koene, Alan J. Dix, Jennifer Boger, Maurice D. Mulvenna, Mykola Galushka, Bethany Waterhouse Bradley, Fiona Browne, Hui Wang, Alexander Wong

CoRR, 2019

2018

Toxicity Prediction Using Pre-trained Autoencoder.

Mykola Galushka, Fiona Browne, Maurice D. Mulvenna, Raymond R. Bond, Gaye Lightbody

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2015

Evaluation of the Dynamic Construct Competition Miner for an eHealth System.

David Redlich, Mykola Galushka, Thomas Molka, Wasif Gilani, Gordon S. Blair, Awais Rashid

Proceedings of the Business Information Systems - 18th International Conference, 2015

2014

DrugFusion - Retrieval Knowledge Management for Prediction of Adverse Drug Events.

Mykola Galushka, Wasif Gilani

Proceedings of the Business Information Systems - 17th International Conference, 2014

2012

Digital Preservation Of Business Processes with TIMBUS Architecture.

Mykola Galushka, Martin Alexander Neumann, Stephan Strodl, Philip Taylor, Wasif Gilani, John Thomson

Proceedings of the 9th International Conference on Digital Preservation, 2012

2010

Discovering and managing similarity knowledge in temporal case-based reasoning systems.

Mykola Galushka

PhD thesis, 2010

2008

SOPHIA-TCBR: A knowledge discovery framework for textual case-based reasoning.

David Patterson, Niall Rooney, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova

Knowl. Based Syst., 2008

An investigation into the stability of contextual document clustering.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova

J. Assoc. Inf. Sci. Technol., 2008

2007

Assessment of four modifications of a novel indexing technique for case-based reasoning.

Mykola Galushka, David W. Patterson, Chris D. Nugent

Int. J. Intell. Syst., 2007

2006

Intelligent index selection for case-based reasoning.

Mykola Galushka, David W. Patterson

Knowl. Based Syst., 2006

A relevance feedback mechanism for cluster-based retrieval.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin

Inf. Process. Manag., 2006

A scaleable document clustering approach for large document corpora.

Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin

Inf. Process. Manag., 2006

SOPHIA in Enterprise Track.

Vladimir Dobrynin, Kim Son Pham, David Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Temporal Data Mining for Smart Homes.

Mykola Galushka, David W. Patterson, Niall Rooney

Proceedings of the Designing Smart Homes, The Role of Artificial Intelligence, 2006

2005

SOPHIA: an interactive cluster-based retrieval system for the OHSUMED collection.

Vladimir Dobrynin, David W. Patterson, Mykola Galushka, Niall Rooney

IEEE Trans. Inf. Technol. Biomed., 2005

Characterisation of a Novel Indexing Technique for Case-Based Reasoning.

David W. Patterson, Mykola Galushka, Niall Rooney

Artif. Intell. Rev., 2005

Sophia: A novel approach for Textual Case-based Reasoning.

David W. Patterson, Niall Rooney, Vladimir Dobrynin, Mykola Galushka

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Assessment of a Novel Technique for Indexing Real World Temporal Cases.

Mykola Galushka, David W. Patterson

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Case-Based Tissue Classification for Monitoring Leg Ulcer Healing.

Mykola Galushka, Huiru Zheng, David W. Patterson, Lilian Bradley

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004

Grid-enabled data warehousing for molecular engineering.

Werner Dubitzky, Damian McCourt, Mykola Galushka, Mathilde Romberg, Bernd Schuller

Parallel Comput., 2004

A comprehensive review of recursive Naïve Bayes Classifiers.

Niall Rooney, David W. Patterson, Mykola Galushka

Intell. Data Anal., 2004

An Effective Indexing and Retrieval Approach for Temporal Cases.

David W. Patterson, Mykola Galushka, Niall Rooney

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning.

David W. Patterson, Mykola Galushka, Niall Rooney

Proceedings of the Case-Based Reasoning Research and Development, 2003

Efficient Retrieval for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002

Towards Dynamic Maintenance of Retrieval Knowledge in CBR.

David W. Patterson, Niall Rooney, Mykola Galushka, Sarab S. Anand

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

A Regression Based Adaptation Strategy for Case-Based Reasoning.

David W. Patterson, Niall Rooney, Mykola Galushka

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002