Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Persoonlijk profiel
Research profile
Nikolay Yakovets is an Assistant Professor at the Department of Mathematics and Computer Science, Information Systems WSK&I at Eindhoven University of Technology (TU/e). His main area of study is databases and data intensive systems. He is particularly interested in foundations of databases, efficient data analytics and engineering of high-performance data processing systems.
Nikolay’s current focus is on design and implementation of core database technologies, management of massive graph data, and efficient processing of queries on graphs. His educational activities focus on data modeling and databases, data management for data analytics, database technology, data engineering, seminar databases and capita selecta databases.
Academic background
Nikolay obtained his PhD in Computer Science from Lassonde School of Engineering at York University in 2017, where his was a member of the YorkU database group. His doctoral thesis work focused on the optimization and efficient processing of complex path queries in large graph databases. Before that, Nikolay received his masters and bachelor’s degrees in Computer Science from the same university. His MSc thesis ‘Migration of Enterprise Security to a Database: A Case Study’ was carried out in close collaboration with IBM Center for Advanced Studies (IBM Research) and focused on improving the security in the domain of Master Data Management. During his studies, Nikolay also worked on multiple projects funded by the government of Canada (NSERC) on topics of high-performance data processing systems (in collaboration with Empress Canada) and on natural language processing algorithms and pipelines.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Nikolay Yakovets actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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Breaking Down the Data-Metadata Barrier for Effective Property Graph Data Management
Sadoughi, S., Yakovets, N. & Fletcher, G. H. L., 10 mrt. 2025, Proceedings 28th International Conference on Extending Database Technology ( EDBT 2025 ) Barcelona, Spain, March 25 - March 28. OpenProceedings.org, blz. 978-984 7 blz. (Advances in Database Technology; vol. 28, nr. 3).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand15 Downloads (Pure) -
HomeRun: A Cardinality Estimation Advisor for Graph Databases
van Leeuwen, W., Fletcher, G. & Yakovets, N., 9 jun. 2024, GRADES-NDA '24: Proceedings of the 7th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA). Hartig, O. & Kaoudi, Z. (uitgave). Association for Computing Machinery, Inc, 9 blz. 6Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Downloads (Pure) -
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts
van Cauter, Z. & Yakovets, N., 15 aug. 2024, Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024). Biswas, R., Kaffee, L.-A., Agarwal, O., Minervini, P., Singh, S. & de Melo, G. (uitgave). Association for Computational Linguistics (ACL), blz. 75-84 10 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand2 Citaten (Scopus)11 Downloads (Pure) -
Reasoning on property graphs with graph generating dependencies
Shimomura, L. C. (Corresponding author), Yakovets, N. & Fletcher, G., jun. 2024, In: Information Sciences. 672, 24 blz., 120675.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Citaat (Scopus)25 Downloads (Pure) -
A General Cardinality Estimation Framework for Subgraph Matching in Property Graphs
van Leeuwen, W. (Corresponding author), Fletcher, G. (Corresponding author) & Yakovets, N. (Corresponding author), 1 jun. 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 6, blz. 5485-5505 21 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand3 Citaten (Scopus)228 Downloads (Pure)