Michele Guindani

Full Professor, University of California, Irvine

Joined

July 2019

Names

Michele Guindani

Emails

****@gmail.com (Confirmed)

,

****@uci.edu

Personal Links

Career & Education History

Full Professor

University of California, Irvine (uci.edu)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian analysis

2005 – 2022

Publications

Bayesian temporal biclustering with applications to multi-subject neuroscience studies
Federica Zoe Ricci, Michele Guindani, Erik B. Sudderth, Jaylen Lee, Marina Vannucci, Megan AK Peters
- arXiv
- Readers: Everyone
Thinned random measures for sparse graphs with overlapping communities
Federica Zoe Ricci, Michele Guindani, Erik B. Sudderth
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Special Issue on Biostatistics
Ming-Yen Cheng, Michele Guindani, Jae Won Lee, Yi Li, Catherine Chunling Liu
- 2019 (modified: 02 Jun 2020)
- Comput. Stat. Data Anal. 2019
- Readers: Everyone
More nonparametric Bayesian inference in applications
Michele Guindani, Wesley O. Johnson
- 2018 (modified: 07 Nov 2022)
- Stat. Methods Appl. 2018
- Readers: Everyone
An integrative Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data
W. Duncan Wadsworth, Raffaele Argiento, Michele Guindani, Jessica Galloway-Pena, Samuel A. Shelburne, Marina Vannucci
- 2017 (modified: 07 Nov 2022)
- BMC Bioinform. 2017
- Readers: Everyone
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints
Qiwei Li, Michele Guindani, Brian J. Reich, Howard D. Bondell, Marina Vannucci
- 2017 (modified: 03 Jun 2020)
- Statistical Analysis and Data Mining 2017
- Readers: Everyone
Classification of adrenal lesions through spatial Bayesian modeling of GLCM
X. Li, Michele Guindani, C. S. Ng, B. P. Hobbs
- 2017 (modified: 07 Nov 2022)
- ISBI 2017
- Readers: Everyone
Reduction of incorrect record accessing and charting patient electronic medical records in the perioperative environment
Elizabeth Rebello, Spencer Kee, Alicia Kowalski, Nusrat Harun, Michele Guindani, Farzin Goravanchi
- 2016 (modified: 03 Jun 2020)
- Health Informatics J. 2016
- Readers: Everyone
Time-dependence of graph theory metrics in functional connectivity analysis
Sharon Chiang, Alberto Cassese, Michele Guindani, Marina Vannucci, Hsiang J. Yeh, Zulfi Haneef, John M. Stern
- 2016 (modified: 03 Jun 2020)
- NeuroImage 2016
- Readers: Everyone
A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells
Victor Trevino, Alberto Cassese, Zsuzsanna Nagy, Xiaodong Zhuang, John M. Herbert, Philipp Antzack, Kim Clarke, Nicholas Davies, Ayesha Rahman, Moray J. Campbell, Michele Guindani, Roy Bicknell, Marina Vannucci, Francesco Falciani
- 2016 (modified: 07 Nov 2022)
- PLoS Computational Biology 2016
- Readers: Everyone

View all 12 publications

Co-Authors

View all 46 co-authors