Tan Zhou
About
Skills
Projects
Open Source
Publications
Experience
Education
BERT
Machine learning
NLP
Sentiment analysis
TFIDF
Transfer learning
Big data
Binary
CNN
data augmentation
Dropout
EDA and Diagnosis
Feature importance
Fraud detection
Healthcare
Hyperparameter tunning
Imblanced data
Malaria
ML
pipeline
PySpark
Ensemble model
Market campaign
ARIMA
Autoencoder
Bayesian Uncertainty
Inherent noise
LSTM
Model misspecification
RISK prediction
Seasonal ARIMA
Stationary
Time series
Embedding layer
SWIVEL
Adaptive Gaussian
Bayesian decomposition
brms
Gaussian
Uncertainty propragation
Waveformlidar
Weibull
Deep learning
Optimized NN
Robust to noise
Decompostion and deconvolution
hyper point cloud
NEON
percentile height/intensity
R
automation
counting
plant breeding
plant phenotyping
semantic segmentation
sorghum panicle
unmanned aerial systems (UAS)
Bayesian multinomial logistic regression
composite waveform
Conditional inference forests
Machine learning, Random forests
Tree segmentation
watershed
Waveform signatures
Deconvolution
waveform decomposition
waveform gridding & voxel
AGB
ATL08
Canopy cover
Canopy height
Carbon
ICESat-2
Photon counting lidar
AGB mapping
LandSat
gridding
HPC-based intensity surface
hyper point cloud (HPC)
vegetation structure
ATL03, ATL08
ATLAS
MABEL
Photon classification
Terrain elevation
monit
python
TreeVaw
Biomass
Change detection
Reconstructed tree model (RTM)
Snag
Standing dead tree (SDT)
Structural loss
Terrestrial lidar
Volume, Voxel
algorithm development
Bayesian inference
Decomposition
Model reasonableness
Tree canopy height
Uncertainty
Waveform LiDAR
Gold
Parameter uncertainty
Richardson-Lucy (RL)
plot
R Markdown
regression
apache
redirect
rewrite
ssl
web development
Architecture Optimization
Bayesian optimization
Classification
Gold/RL
Neutral Networks
Nifty
tech tag lists
fromĀ
Wouter Beeftink