Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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Clustering Mathematics
Clustering algorithms Engineering & Materials Science
Experiments Engineering & Materials Science
Factorization Engineering & Materials Science
Error analysis Engineering & Materials Science
Covariance matrix Engineering & Materials Science
Data mining Engineering & Materials Science
Bregman Divergence Mathematics

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Projects 2006 2019

ecosystem function
terrestrial ecosystem
modeling
Climate
Research
Machine Learning
plan
development model
land
Statistical Models

Research Output 2002 2017

A Spectral Algorithm for Inference in Hidden semi-Markov Models

Melnyk, I. & Banerjee, A. Apr 1 2017 In : Journal of Machine Learning Research. 18, p. 1-39 39 p.

Research output: Research - peer-reviewArticle

Semi-Markov Model
Expectation Maximization
Persistence
Latent Variable Models
Matrix Inversion
2 Citations

Enumerating all maximal biclusters in numerical datasets

Veroneze, R., Banerjee, A. & Von Zuben, F. J. Feb 10 2017 In : Information Sciences. 379, p. 288-309 22 p.

Research output: Research - peer-reviewArticle

Biclustering
Family
Formal Concept Analysis
Efficient Solution
Data analysis

Recommendation with capacity constraints

Christakopoulou, K., Kawale, J. & Banerjee, A. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 1439-1448 10 p.

Research output: ResearchConference contribution

Knowledge management
Factorization
Capacity constraints
Seats
Experiments

Spatial projection of multiple climate variables using hierarchical multitask learning

Gonçalves, A. R., Banerjee, A. & Von Zuben, F. J. Jan 1 2017 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 4509-4515 7 p.

Research output: ResearchConference contribution

Earth (planet)
Experiments
Temperature

Statistical seasonal prediction based on regularized regression

DelSole, T. & Banerjee, A. Jan 1 2017 In : Journal of Climate. 30, 4, p. 1345-1361 17 p.

Research output: Research - peer-reviewArticle

prediction
sea surface temperature
teleconnection
anomaly
software