Works (3)
Updated: April 4th, 2024 05:30
2023 article
DeMaTO: An Ontology for Modeling Transactional Behavior in Decentralized Marketplaces
2023 IEEE INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WI-IAT, pp. 171–180.
author keywords: Blockchain Transactions; Marketplaces; Ontology
TL;DR:
This paper proposes an ontology DeMaTO for modeling transactional behavior on blockchains as a foundation for extending blockchain transaction primitives and illustrates how DeMaTO can be used in blockchain transaction modeling and its value with respect to blockchain queryability and transaction validation.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: March 4, 2024
2021 article
Predictive models with end user preference
Zhao, Y., Yang, X., Bolnykh, C., Harenberg, S., Korchiev, N., Yerramsetty, S. R., … Samatova, N. F. (2021, August 26). STATISTICAL ANALYSIS AND DATA MINING, Vol. 8.
author keywords: child support; decision tree; predictive model; regularization; relative ranking; user preference
TL;DR:
A generic modeling method that respects end user preferences via a relative ranking system to express multi‐criteria preferences and a regularization term in the model's objective function to incorporate the ranked preferences is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
10. Reduced Inequalities
(OpenAlex)
Sources: Web Of Science, ORCID
Added: September 7, 2021
2020 article
Efficient Constrained Subgraph Extraction for Exploratory Discovery in Large Knowledge Graphs
2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 623–630.
author keywords: Exploratory Querying; RDF; Knowledge Graphs; Set Constrained Path Queries
TL;DR:
This paper proposes a class of constrained subgraph connection structure discovery queries whose specification is only partially structured, which allows more effective querying than using the traditional graph traversal style algorithms, demonstrated by a comparative evaluation.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: July 26, 2021
Employment
Updated: January 19th, 2022 14:46
2022 - 2022
North Carolina State University Raleigh, North Carolina, US
Research Assistant
Computer Science
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