F. Fazayeli

Most-cited papers

Mapping local and global variability in plant trait distributions
E. Butler, A. Datta, Habacuc Flores-Moreno, Ming Chen +47 more
2017Proceedings of the National Academy of Sciences of the United States of America239 citations Open access
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BHPMF – a hierarchical Bayesian approach to gap-filling and trait prediction for macroecology and functional biogeography
F. Schrodt, J. Kattge, Hanhuai Shan, F. Fazayeli +14 more
2015210 citations Open access
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HiTEC: accurate error correction in high-throughput sequencing data
Lucian Ilie, F. Fazayeli, S. Ilie
2011Bioinform.150 citations Open access
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sPlotOpen – An environmentally balanced, open‐access, global dataset of vegetation plots
Francesco Maria Sabatini, J. Lenoir, T. Hattab, E. Arnst +157 more
2020Global Ecology and Biogeography128 citations Open access
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Robustness of trait connections across environmental gradients and growth forms
Habacuc Flores-Moreno, F. Fazayeli, Arindam Banerjee, A. Datta +23 more
2019Global Ecology and Biogeography122 citations Open access
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Estimation with Norm Regularization
Arindam Banerjee, Sheng Chen, F. Fazayeli, V. Sivakumar
2014Neural Information Processing Systems65 citations
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Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm
F. Fazayeli, Lipo Wang, J. Mańdziuk
2008International Conference on Rough Sets and Current Trends in Computing35 citations
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Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization
F. Fazayeli, Arindam Banerjee, J. Kattge, F. Schrodt +1 more
2014International Conference on Machine Learning and Applications34 citations
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Gaussian Copula Precision Estimation with Missing Values
Hua-Hua Wang, F. Fazayeli, Soumyadeep Chatterjee, Arindam Banerjee
2014International Conference on Artificial Intelligence and Statistics27 citations
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Generalized Direct Change Estimation in Ising Model Structure
F. Fazayeli, Arindam Banerjee
2016International Conference on Machine Learning26 citations
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Back-propagation with chaos
F. Fazayeli, Lipo Wang, Wen Liu
2008Workshop on Neural Networks for Signal Processing20 citations
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The Matrix Generalized Inverse Gaussian Distribution: Properties and Applications
F. Fazayeli, Arindam Banerjee
2016ECML/PKDD12 citations Open access
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Assisting Cancer Diagnosis with Fuzzy Neural Networks
Feng Chu, Wei Xie, F. Fazayeli, Lipo Wang
2008Computational Intelligence in Biomedicine and Bioinformatics2 citations
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Probabilistic Structured Models for Plant Trait Analysis
F. Fazayeli
20170 citations
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Root traits in the TRY database
J. Kattge, S. Díaz, S. Lavorel, C. Prentice +9 more
20140 citations
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