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ORCIDMykola Galushka
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2020 – today
- 2021
[j11]Mykola Galushka, Chris Swain, Fiona Browne, Maurice D. Mulvenna
, Raymond R. Bond, Darren Gray:
Prediction of chemical compounds properties using a deep learning model. Neural Comput. Appl. 33(20): 13345-13366 (2021)
2010 – 2019
- 2019
- [i1]Raymond R. Bond, Ansgar Koene, Alan J. Dix, Jennifer Boger, Maurice D. Mulvenna, Mykola Galushka, Bethany Waterhouse Bradley, Fiona Browne, Hui Wang, Alexander Wong:
Democratisation of Usable Machine Learning in Computer Vision. CoRR abs/1902.06804 (2019) - 2018
- [c14]Mykola Galushka, Fiona Browne, Maurice D. Mulvenna, Raymond R. Bond, Gaye Lightbody:
Toxicity Prediction Using Pre-trained Autoencoder. BIBM 2018: 299-304 - 2015
- [c13]David Redlich, Mykola Galushka, Thomas Molka, Wasif Gilani, Gordon S. Blair, Awais Rashid:
Evaluation of the Dynamic Construct Competition Miner for an eHealth System. BIS 2015: 115-126 - 2014
- [c12]Mykola Galushka, Wasif Gilani:
DrugFusion - Retrieval Knowledge Management for Prediction of Adverse Drug Events. BIS 2014: 13-24 - 2012
- [c11]Mykola Galushka, Martin Alexander Neumann, Stephan Strodl, Philip Taylor, Wasif Gilani, John Thomson:
Digital Preservation Of Business Processes with TIMBUS Architecture. iPRES 2012 - 2010
- [b1]Mykola Galushka:
Discovering and managing similarity knowledge in temporal case-based reasoning systems. Ulster University, UK, 2010
2000 – 2009
- 2008
- [j10]Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova:
An investigation into the stability of contextual document clustering. J. Assoc. Inf. Sci. Technol. 59(2): 256-266 (2008) - [j9]David Patterson, Niall Rooney, Mykola Galushka, Vladimir Dobrynin, Elena Smirnova:
SOPHIA-TCBR: A knowledge discovery framework for textual case-based reasoning. Knowl. Based Syst. 21(5): 404-414 (2008) - 2007
- [j8]Mykola Galushka, David W. Patterson, Chris D. Nugent:
Assessment of four modifications of a novel indexing technique for case-based reasoning. Int. J. Intell. Syst. 22(4): 353-383 (2007) - 2006
- [j7]Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin:
A scaleable document clustering approach for large document corpora. Inf. Process. Manag. 42(5): 1163-1175 (2006) - [j6]Niall Rooney, David W. Patterson, Mykola Galushka, Vladimir Dobrynin:
A relevance feedback mechanism for cluster-based retrieval. Inf. Process. Manag. 42(5): 1176-1184 (2006) - [j5]Mykola Galushka, David W. Patterson:
Intelligent index selection for case-based reasoning. Knowl. Based Syst. 19(8): 625-638 (2006) - [c10]Vladimir Dobrynin, Kim Son Pham, David Patterson, Niall Rooney, Mykola Galushka:
SOPHIA in Enterprise Track. TREC 2006 - [p1]Mykola Galushka, David W. Patterson, Niall Rooney:
Temporal Data Mining for Smart Homes. Designing Smart Homes 2006: 85-108 - 2005
- [j4]David W. Patterson, Mykola Galushka, Niall Rooney:
Characterisation of a Novel Indexing Technique for Case-Based Reasoning. Artif. Intell. Rev. 23(4): 359-393 (2005) - [j3]Vladimir Dobrynin, David W. Patterson, Mykola Galushka, Niall Rooney:
SOPHIA: an interactive cluster-based retrieval system for the OHSUMED collection. IEEE Trans. Inf. Technol. Biomed. 9(2): 256-265 (2005) - [c9]Mykola Galushka, Huiru Zheng, David W. Patterson, Lilian Bradley:
Case-Based Tissue Classification for Monitoring Leg Ulcer Healing. CBMS 2005: 353-358 - [c8]Mykola Galushka, David W. Patterson:
Assessment of a Novel Technique for Indexing Real World Temporal Cases. FLAIRS 2005: 111-116 - [c7]David W. Patterson, Niall Rooney, Vladimir Dobrynin, Mykola Galushka:
Sophia: A novel approach for Textual Case-based Reasoning. IJCAI 2005: 15-20 - 2004
- [j2]Niall Rooney, David W. Patterson, Mykola Galushka:
A comprehensive review of recursive Naïve Bayes Classifiers. Intell. Data Anal. 8(6): 615-628 (2004) - [j1]Werner Dubitzky, Damian McCourt, Mykola Galushka, Mathilde Romberg, Bernd Schuller:
Grid-enabled data warehousing for molecular engineering. Parallel Comput. 30(9-10): 1019-1035 (2004) - [c6]David W. Patterson, Mykola Galushka, Niall Rooney:
An Effective Indexing and Retrieval Approach for Temporal Cases. FLAIRS 2004: 190-195 - 2003
- [c5]David W. Patterson, Niall Rooney, Mykola Galushka:
Efficient Retrieval for Case-Based Reasoning. FLAIRS 2003: 144-149 - [c4]David W. Patterson, Mykola Galushka, Niall Rooney:
Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning. ICCBR 2003: 407-421 - 2002
- [c3]David W. Patterson, Niall Rooney, Mykola Galushka:
A Regression Based Adaptation Strategy for Case-Based Reasoning. AAAI/IAAI 2002: 87-92 - [c2]David W. Patterson, Niall Rooney, Mykola Galushka:
Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning. ECCBR 2002: 292-305 - [c1]David W. Patterson, Niall Rooney, Mykola Galushka, Sarab S. Anand:
Towards Dynamic Maintenance of Retrieval Knowledge in CBR. FLAIRS 2002: 126-131
Coauthor Index
aka: David W. Patterson
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