| Bioinformatics |
Jaroslaw Chilimoniuk |
Count data analysis with countfitteR. |
| Bioinformatics |
Piotr Nowosielski |
Differential equations or: how we learned to stop worrying and tackle the coronavirus modeling crisis in Poland |
| Bioinformatics |
Katarzyna Sidorczuk |
AmpGram: in search of antimicrobial peptides in R |
| Bioinformatics |
Lubomir Štěpánek |
A machine-learning approach to survival time-event modeling and predicting with R |
|
|
|
| Education |
Indranil Ghosh |
Teaching quantum computing and game theory with QGameTheory package |
| Education |
Shella Rina Agustien Shella |
Instructional Design for Students with ADHD to Learn English |
| Education |
Faris Naji |
'Liberate' the R programmer and 'empower' the non programmer |
|
|
|
| Finance |
Justyna Klejdysz |
R for public policy - Microsimulation tax model for Poland |
| Finance |
Alireza Yazdani |
Machine Learning Prediction of Recessions: An Imbalanced Classification Approach |
| Finance |
Takuma KOSHIISHI |
Improvement of Data-analysis Processes of Our Team with R and In-house R Package "valeuR" |
| Finance |
Daniel Marcelino |
How laws are made in the Brazilian Congress and how we predict them |
|
|
|
| Geo |
Guanqun Cao |
Geospatial Data Mining using R |
| Geo |
Thomas Heid |
Which places can I reach by bus? Visualizing a graph problem onto maps. |
|
|
|
| HPC |
Maria Kubara |
Multithreading computing in R |
| HPC |
Jadwiga Slowik |
Where Rcpp wins and where it fails - the light and the dark side of R and Rcpp integration |
| HPC |
Jeremiah Reyes |
Agent-based modeling with RCpp |
|
|
|
| Highlighted - Visualizations |
Emil Hvitfeldt |
plaette2vec: A new way to explore color paletttes |
|
|
|
| Reproducibility |
Marcin Dubel |
Using renv and docker for development environments |
| Reproducibility |
Weronika Puchala |
Data science project management in R with obstacles and how to deal with them |
| Reproducibility |
Jakub Kala |
renv and drake: reproducible data science projects in R |
|
|
|
| Shiny + Viz |
Jakub Stepniak |
Deployment Strategies for Shiny Apps |
| Shiny + Viz |
Stefano Guidi |
ADAPT Data Viz Tool: a shiny app to explore ATM network optimization models |
| Shiny + Viz |
Tetzlaff Laurens |
mlr3shiny: A graphical user interface for easy machine learning in R |
| Shiny + Viz |
Astrid Radermacher |
Supporting your community using R Shiny |
| Shiny + Viz |
Grzegorz Stolecki |
Using R in Power BI |
| Shiny + Viz |
Modesto Escobar |
Dynamic and interactive graph visualizations using netCoin |
|
|
|
| Software development |
Shelmith Kariuki |
Building the first Kenyan Census data package |
| Software development |
John Coene |
Robust JavaScript with R |
| Software development |
Cizmeli Servet Ahmet |
The journey of building a multi-tenant cloud platform running R |
| Software development |
Dominik Rafacz |
Seven pillars of tibbles: Effective construction of customized tibbles with the pillar package |
| Software development |
Andrew Collier |
Using {trundler} to construct the ZAF Alcohol Index |
| Software development |
Mateusz Bakala |
Why you shouldn't concern yourself with copies in R (so often) |
|
|
|
| Statistics |
Michal Maj |
platypus - image segmentation and object detection made easy with R |
| Statistics |
Iwo Augustynski |
Clustering time series |
| Statistics |
Daniel Aleman |
The Key Metric for your Forecast is...TRUST |
| Statistics |
Krystian Zielinski |
Outlier detection using Self Organizing Map |
| Statistics |
Steffen Moritz |
Handling complex missing data problems in time series |
| Statistics |
Adrian Foltyn |
Using priors of rate-based features to increase their predictive power |
|
|
|
| Text mining |
Eryk Walczak |
Using R to study banking regulation |
| Text mining Hackathon |
Kenneth Benoit |
Why you should stop using other text mining packages and embrace quanteda now |
| Text mining |
Filippo Chiarello |
Why Python for NLP and R for TM? |
| Text mining |
Sergey Mastitsky |
Still parsing User Agent strings for your models? Use this instead! |
| Text mining |
Michel Voss |
Text Mining techniques on Polish National News |
| Text mining |
Maciej Chrabąszcz |
Classification of patent applications |
|
|
|
| XAI |
Hubert Baniecki |
What's new in DrWhy.AI? (2020) |
| XAI |
Jacek Leskow |
Artificial Intelligence, Big Data and R. |
| XAI |
Szymon Maksymiuk |
Practical landscape of Explainable Machine Learning in R |
React
Vue.js
Typescript
TensorFlow
Django
Laravel
D3
Facebook
Microsoft
Google
Alibaba
D3
Tencent