Learning dynamics, pattern recognition capability and interpretability of the Tsetlin Machine.

Olga Tarasyuk https://orcid.org/0000-0001-5991-8631

Olga Tarasyuk Anatoliy Gorbenko Tousif Rahman Lei Jiao 0001 Ole-Christoffer Granmo Rishad A. Shafik Alex Yakovlev Learning dynamics, pattern recognition capability and interpretability of the Tsetlin Machine. 113028 2026 174 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.113028 db/journals/pr/pr174.html#TarasyukGRJGSY26 streams/journals/pr

Olga Tarasyuk Anatoliy Gorbenko Tousif Rahman Rishad A. Shafik Alex Yakovlev Logic-Based Machine Learning with Reproducible Decision Model Using the Tsetlin Machine. 465-470 2023 IDAACS https://doi.org/10.1109/IDAACS58523.2023.10348711 conf/idaacs/2023 db/conf/idaacs/idaacs2023.html#TarasyukGRSY23

Anatoliy Gorbenko Alexander B. Romanovsky Olga Tarasyuk Oleksandr Biloborodov From Analyzing Operating System Vulnerabilities to Designing Multiversion Intrusion-Tolerant Architectures. 22-39 2020 69 IEEE Trans. Reliab. 1 https://doi.org/10.1109/TR.2019.2897248 https://www.wikidata.org/entity/Q128298251 db/journals/tr/tr69.html#GorbenkoRTB20

Anatoliy Gorbenko Andrii Karpenko Olga Tarasyuk Analysis of Trade-offs in Fault-Tolerant Distributed Computing and Replicated Databases. 1-6 2020 DESSERT https://doi.org/10.1109/DESSERT50317.2020.9125078 conf/dessert/2020 db/conf/dessert/dessert2020.html#GorbenkoKT20 Anatoliy Gorbenko Alexander B. Romanovsky Olga Tarasyuk Interplaying Cassandra NoSQL Consistency and Performance: A Benchmarking Approach. 168-184 2020 EDCC Workshops https://doi.org/10.1007/978-3-030-58462-7_14 conf/edcc/2020w db/conf/edcc/edcc2020w.html#GorbenkoRT20

Anatoliy Gorbenko Alexander B. Romanovsky Olga Tarasyuk Fault tolerant internet computing: Benchmarking and modelling trade-offs between availability, latency and consistency. 2019 146 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2019.102412 db/journals/jnca/jnca146.html#GorbenkoRT19

Anatoliy Gorbenko Alexander B. Romanovsky Olga Tarasyuk Oleksandr Biloborodov Experience Report: Study of Vulnerabilities of Enterprise Operating Systems. 205-215 2017 ISSRE https://doi.org/10.1109/ISSRE.2017.20 https://doi.ieeecomputersociety.org/10.1109/ISSRE.2017.20 conf/issre/2017 db/conf/issre/issre2017.html#GorbenkoRTB17 Olga Tarasyuk Anatoliy Gorbenko Alexander B. Romanovsky Vyacheslav S. Kharchenko Vitalii Ruban The Impact of Consistency on System Latency in Fault Tolerant Internet Computing. 179-192 2015 DAIS https://doi.org/10.1007/978-3-319-19129-4_15 conf/dais/2015 db/conf/dais/dais2015.html#TarasyukGRKR15 Anatoliy Gorbenko Vyacheslav S. Kharchenko Seyran Mamutov Olga Tarasyuk Alexander B. Romanovsky Exploring Uncertainty of Delays as a Factor in End-to-End Cloud Response Time. 185-190 2012 EDCC https://doi.org/10.1109/EDCC.2012.10 https://doi.ieeecomputersociety.org/10.1109/EDCC.2012.10 conf/edcc/2012 db/conf/edcc/edcc2012.html#GorbenkoKMTR12 Anatoliy Gorbenko Alexander B. Romanovsky Vyacheslav S. Kharchenko Olga Tarasyuk Dependability of Service-Oriented Computing: Time-Probabilistic Failure Modelling. 121-133 2012 SERENE https://doi.org/10.1007/978-3-642-33176-3_9 conf/serene/2012 db/conf/serene/serene2012.html#GorbenkoRKT12 Anatoliy Gorbenko Vyacheslav S. Kharchenko Olga Tarasyuk Alexander B. Romanovsky Using Diversity in Cloud-Based Deployment Environment to Avoid Intrusions. 145-155 2011 SERENE https://doi.org/10.1007/978-3-642-24124-6_14 conf/serene/2011 db/conf/serene/serene2011.html#GorbenkoKTR11 Anatoliy Gorbenko Vyacheslav S. Kharchenko Seyran Mamutov Olga Tarasyuk Yuhui Chen Alexander B. Romanovsky Real Distribution of Response Time Instability in Service-Oriented Architecture. 92-99 2010 SRDS https://doi.org/10.1109/SRDS.2010.40 https://doi.ieeecomputersociety.org/10.1109/SRDS.2010.40 conf/srds/2010 db/conf/srds/srds2010.html#GorbenkoKMTCR10 Yuhui Chen Alexander B. Romanovsky Anatoliy Gorbenko Vyacheslav S. Kharchenko Seyran Mamutov Olga Tarasyuk Benchmarking Dependability of a System Biology Application. 146-153 2009 ICECCS https://doi.org/10.1109/ICECCS.2009.20 https://doi.ieeecomputersociety.org/10.1109/ICECCS.2009.20 conf/iceccs/2009 db/conf/iceccs/iceccs2009.html#ChenRGKMT09 Anatoliy Gorbenko Vyacheslav S. Kharchenko Olga Tarasyuk Yuhui Chen Alexander B. Romanovsky The threat of uncertainty in service-oriented architecture. 49-54 2008 SERENE https://doi.org/10.1145/1479772.1479781 conf/serene/2008 db/conf/serene/serene2008.html#GorbenkoKTCR08 Anatoliy Gorbenko Vyacheslav S. Kharchenko Olga Tarasyuk Alexey Furmanov F(I)MEA-Technique of Web Services Analysis and Dependability Ensuring. 153-167 2006 conf/rodin/2006 RODIN Book https://doi.org/10.1007/11916246_8 db/conf/rodin/rodin2006.html#GorbenkoKTF06 Vyacheslav S. Kharchenko Olga Tarasyuk Vladimir V. Sklyar V. Yu. Dubnitsky The Method of Software Reliability Growth Models Choice Using Assumptions Matrix. 541-546 2002 conf/compsac/2002 COMPSAC https://doi.org/10.1109/CMPSAC.2002.1045062 https://doi.ieeecomputersociety.org/10.1109/CMPSAC.2002.1045062 db/conf/compsac/compsac2002.html#KharchenkoTSD02 Oleksandr Biloborodov Yuhui Chen V. Yu. Dubnitsky Alexey Furmanov Anatoliy Gorbenko Ole-Christoffer Granmo Lei Jiao 0001 Andrii Karpenko Vyacheslav S. Kharchenko Seyran Mamutov Tousif Rahman Alexander B. Romanovsky Vitalii Ruban Rishad A. Shafik Vladimir V. Sklyar Alexandre YakovlevAlex Yakovlev