BHPMF – a hierarchical Bayesian approach to gap‐filling and trait prediction for macroecology and functional biogeography
Schrodt, Franziska, Kattge, Jens, Shan, Hanhuai, Fazayeli, Farideh, Joswig, Julia, Banerjee, Arindam, Reichstein, Markus, Bönisch, Gerhard, Díaz, Sandra, Dickie, John, Gillison, Andy, Karpatne, Anuj, Lavorel, Sandra, Leadley, Paul, Wirth, Christian B, Wright, Ian J, Wright, S. Joseph, Reich, Peter B
Published in Global ecology and biogeography (01.12.2015)
Published in Global ecology and biogeography (01.12.2015)
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Journal Article
HiTEC: accurate error correction in high-throughput sequencing data
ILIE, Lucian, FAZAYELI, Farideh, ILIE, Silvana
Published in Bioinformatics (Oxford, England) (01.02.2011)
Published in Bioinformatics (Oxford, England) (01.02.2011)
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Journal Article
Mapping local and global variability in plant trait distributions
Butler, Ethan E., Datta, Abhirup, Flores-Moreno, Habacuc, Chen, Ming, Wythers, Kirk R., Fazayeli, Farideh, Banerjee, Arindam, Atkin, Owen K., Kattge, Jens, Amiaud, Bernard, Blonder, Benjamin, Boenisch, Gerhard, Bond-Lamberty, Ben, Brown, Kerry A., Byun, Chaeho, Campetella, Giandiego, Cerabolini, Bruno E. L., Cornelissen, Johannes H. C., Craine, Joseph M., Craven, Dylan, de Vries, Franciska T., Díaz, Sandra, Domingues, Tomas F., Forey, Estelle, González-Melo, Andrés, Gross, Nicolas, Han, Wenxuan, Hattingh, Wesley N., Hickler, Thomas, Jansen, Steven, Kramer, Koen, Kraft, Nathan J. B., Kurokawa, Hiroko, Laughlin, Daniel C., Meir, Patrick, Minden, Vanessa, Niinemets, Ülo, Onoda, Yusuke, Peñuelas, Josep, Read, Quentin, Sack, Lawren, Schamp, Brandon, Soudzilovskaia, Nadejda A., Spasojevic, Marko J., Sosinski, Enio, Thornton, Peter E., Valladares, Fernando, van Bodegom, Peter M., Williams, Mathew, Wirth, Christian, Reich, Peter B.
Published in Proceedings of the National Academy of Sciences - PNAS (19.12.2017)
Published in Proceedings of the National Academy of Sciences - PNAS (19.12.2017)
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Journal Article
Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization
Fazayeli, Farideh, Banerjee, Arindam, Kattge, Jens, Schrodt, Franziska, Reich, Peter B.
Published in 2014 13th International Conference on Machine Learning and Applications (01.12.2014)
Published in 2014 13th International Conference on Machine Learning and Applications (01.12.2014)
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Conference Proceeding
Robustness of trait connections across environmental gradients and growth forms
Flores‐Moreno, Habacuc, Fazayeli, Farideh, Banerjee, Arindam, Datta, Abhirup, Kattge, Jens, Butler, Ethan E., Atkin, Owen K., Wythers, Kirk, Chen, Ming, Anand, Madhur, Bahn, Michael, Byun, Chaeho, Cornelissen, J. Hans C., Craine, Joseph, Gonzalez‐Melo, Andres, Hattingh, Wesley N., Jansen, Steven, Kraft, Nathan J. B., Kramer, Koen, Laughlin, Daniel C., Minden, Vanessa, Niinemets, Ülo, Onipchenko, Vladimir, Peñuelas, Josep, Soudzilovskaia, Nadejda A., Dalrymple, Rhiannon L., Reich, Peter B., Kerkhoff, Andrew
Published in Global ecology and biogeography (01.12.2019)
Published in Global ecology and biogeography (01.12.2019)
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Journal Article
BHPMF – a hierarchical B ayesian approach to gap‐filling and trait prediction for macroecology and functional biogeography
Schrodt, Franziska, Kattge, Jens, Shan, Hanhuai, Fazayeli, Farideh, Joswig, Julia, Banerjee, Arindam, Reichstein, Markus, Bönisch, Gerhard, Díaz, Sandra, Dickie, John, Gillison, Andy, Karpatne, Anuj, Lavorel, Sandra, Leadley, Paul, Wirth, Christian B., Wright, Ian J., Wright, S. Joseph, Reich, Peter B.
Published in Global ecology and biogeography (01.12.2015)
Published in Global ecology and biogeography (01.12.2015)
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Journal Article
Estimation with Norm Regularization
Banerjee, Arindam, Chen, Sheng, Fazayeli, Farideh, Sivakumar, Vidyashankar
Year of Publication 09.05.2015
Year of Publication 09.05.2015
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Journal Article
Estimation with Norm Regularization
Banerjee, Arindam, Chen, Sheng, Fazayeli, Farideh, Sivakumar, Vidyashankar
Published in arXiv.org (30.11.2015)
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Published in arXiv.org (30.11.2015)
Paper
Back-propagation with chaos
Fazayeli, F., Lipo Wang, Wen Liu
Published in 2008 International Conference on Neural Networks and Signal Processing (01.06.2008)
Published in 2008 International Conference on Neural Networks and Signal Processing (01.06.2008)
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Conference Proceeding