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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Classifiers Engineering & Materials Science
Ontology Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Proteins Engineering & Materials Science
Learning systems Engineering & Materials Science
Web services Engineering & Materials Science
Taxonomies Engineering & Materials Science
Classifier Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2003 2021

Health
Bioinformatics
Statistics
Information science
Big data
Proteins
Signal transduction
Bioinformatics
Gene expression
Antibodies

Research Output 1989 2018

1 Citations (Scopus)

A user similarity-based Top-N recommendation approach for mobile in-application advertising

Hu, J., Liang, J., Kuang, Y. & Honavar, V. G., Nov 30 2018, In : Expert Systems with Applications. 111, p. 51-60 10 p.

Research output: Contribution to journalArticle

Recommender systems
Scalability
Marketing
Feedback
Experiments

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Hsieh, T. Y., Elmanzalawi, Y., Sun, Y. & Honavar, V. G., Jan 1 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 740-752 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Machine Learning
Gradient methods
Gradient
Gradient Descent

Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection

Abbas, M., Le, T., Bensmail, H., Honavar, V. G. & Elmanzalawi, Y., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 172-177 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomarkers
Inflammatory Bowel Diseases
Feature extraction
Metagenomics
Phenotype
Biological Science Disciplines
Ovarian Neoplasms
Precision Medicine
Atlases
Genome

Partner-specific prediction of RNA-binding residues in proteins: A critical assessment

Jung, Y., Elmanzalawi, Y., Dobbs, D. & Honavar, V. G., Jan 1 2018, (Accepted/In press) In : Proteins: Structure, Function and Bioinformatics.

Research output: Contribution to journalArticle

Staphylococcal Protein A
RNA
Proteins
RNA-Binding Proteins
Computational methods