Andriy Nikolov

AstraZeneca (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

22h-index3.4kcitations61works0.02yr avg
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Research Topics

Semantic Web and Ontologies(46), Data Quality and Management(25), Service-Oriented Architecture and Web Services(19), Advanced Database Systems and Queries(13), Biomedical Text Mining and Ontologies(8)

Publications61 total

MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy
Proceedings of the 31st ACM International Conference on Information & Knowledge Management·2022· 15 cited
ChemicalX: A Deep Learning Library for Drug Pair Scoring
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 15 cited
A Unified View of Relational Deep Learning for Drug Pair Scoring
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022Open Access
OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes
arXiv (Cornell University)·2022· 3 citedOpen Access
ChemicalX: A Deep Learning Library for Drug Pair Scoring
arXiv (Cornell University)·2022· 3 citedOpen Access
A Unified View of Relational Deep Learning for Polypharmacy Side Effect, Combination Synergy, and Drug-Drug Interaction Prediction
arXiv (Cornell University)·2021Open Access
Biological Insights Knowledge Graph: an integrated knowledge graph to support drug development
2021· 24 citedOpen Access
MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy
arXiv (Cornell University)·2021· 1 citedOpen Access
Uncovering Semantic Bias in Neural Network Models Using a Knowledge Graph
2020· 8 citedOpen Access
metaphactory: A platform for knowledge graph management
Semantic Web·2019· 62 cited
Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph
2018· 2 citedOpen Access
RODI: Benchmarking relational-to-ontology mapping generation quality
Semantic Web·2017· 41 citedOpen Access
Ephedra: SPARQL Federation over RDF Data and Services.
ISWC (Posters, Demos & Industry Tracks)·2017· 2 cited
IncMap: A Journey towards Ontology-based Data Integration
City Research Online (City University London)·2017· 8 citedOpen Access
Ephedra: Efficiently Combining RDF Data and Services Using SPARQL Federation
Communications in computer and information science·2017· 7 cited
Alexa, Ask Wikidata! Voice Interaction with Knowledge Graphs using Amazon Alexa.
ISWC (Posters, Demos & Industry Tracks)·2017· 6 cited
DataOps: Seamless End-to-End Anything-to-RDF Data Integration
Lecture notes in computer science·2015· 16 citedOpen Access
Exploiting linked data cubes with opencube toolkit
2014· 24 cited
Creating and Utilizing Linked Open Statistical Data for the Development of Advanced Analytics Services.
2014· 11 cited
Data Linking
Journal of Web Semantics·2013· 3 cited
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Frequent Co-authors

Enrico Motta(18), Victoria Uren(12), Mathieu d’Aquin(9), François Scharffe(5), Peter Haase(5), Anna Gogleva(5), Benedek Rózemberczki(5), Michael Compton(4), Óscar Corcho(4), John Graybeal(4), Cory Henson(4), Arthur Herzog(4), Laurent Lefort(4), Kerry Taylor(4), Alfio Ferrara(4), Marta Sabou(4), Johannes Trame(4), Anne De Roeck(4), Payam Barnaghi(3), Luis Bermúdez(3)