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Bioinformatics I
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GIS
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Kaleidoscope I
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Machine Learning II
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Methods I
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Methods in Business and Finance
Missing Data
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Schedule
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Monday
, July 3
Brussels South Train Station
5:00pm •
Shuttle Buses
PLENARY
6:30pm •
Sessions for useR! Newbies
Wild Gallery
6:00pm •
Meet and greet diversity scholars
Tuesday
, July 4
2.01
9:30am •
Introduction to Bayesian inference with JAGS
11:30am •
Introduction to Bayesian inference with JAGS
2:00pm •
Modelling the environment in R: from small-scale to global applications
4:00pm •
Modelling the environment in R: from small-scale to global applications
2.02
9:30am •
Data Carpentry: Open and Reproducible Research with R
11:30am •
Data Carpentry: Open and Reproducible Research with R
2:00pm •
R package development with R-hub
4:00pm •
R package development with R-hub
3.01
9:30am •
Introduction to parallel computing with R
11:30am •
Introduction to parallel computing with R
2:00pm •
data.table for beginners
4:00pm •
data.table for beginners
3.02
9:30am •
Solving iteration problems with purrr
11:30am •
Solving iteration problems with purrr
2:00pm •
Introduction to Natural Language Processing with R
4:00pm •
Introduction to Natural Language Processing with R
4.01
9:30am •
Sports Analytics with R
11:30am •
Sports Analytics with R
2:00pm •
Introduction to optimal changepoint detection algorithms
4:00pm •
Introduction to optimal changepoint detection algorithms
4.02
9:30am •
Dose-response analysis using R
11:30am •
Dose-response analysis using R
2:00pm •
OpenML: Connecting R to the Machine Learning Platform OpenML
4:00pm •
OpenML: Connecting R to the Machine Learning Platform OpenML
4.03
9:30am •
Geospatial visualization using R
11:30am •
Geospatial visualization using R
2:00pm •
Spatial data in R: new directions
4:00pm •
Spatial data in R: new directions
CATERING POINTS
11:00am •
COFFEE BREAK
1:00pm •
LUNCH
3:30pm •
COFFEE BREAK
5:30pm •
WELCOME RECEPTION
PLENARY
9:30am •
Rcpp: From Simple Examples to Machine Learning
11:30am •
Rcpp: From Simple Examples to Machine Learning
2:00pm •
Efficient R Programming
4:00pm •
Efficient R Programming
Wild Gallery
8:00am •
REGISTRATION
Wednesday
, July 5
2.01
11:00am •
Robets: Forecasting with Robust Exponential Smoothing with Trend and Seasonality
11:18am •
A restricted composite likelihood approach to modelling Gaussian geostatistical data
11:36am •
Curve Linear Regression with **clr**
11:54am •
ICAOD: An R Package to Find Optimal Designs for Nonlinear Models with Imperialist Competitive Algorithm
12:12pm •
Maximum growth rate estimation with **growthrates**
1:30pm •
Integrated Cluster Analysis with R in Drug Discovery Experiments using Multi-Source Data
1:48pm •
Clustering transformed compositional data using *coseq*
2:06pm •
Extracting Meaningful Noisy Biclusters from a Binary Big-Data Matrix using the BiBitR R Package
2:24pm •
kmlShape: clustering longitudinal data according to their shapes
2.02
11:00am •
Transformation Forests
11:18am •
A Benchmark of Open Source Tools for Machine Learning from R
11:36am •
Distributional Trees and Forests
11:54am •
mlrHyperopt: Effortless and collaborative hyperparameter optimization experiments
12:12pm •
The Revised Sequential Parameter Optimization Toolbox
1:30pm •
The use of R in predictive maintenance: A use case with TRUMPF Laser GmbH
1:48pm •
Too good for your own good: Shiny prototypes out of control
2:06pm •
Beyond Prototyping: Best practices for R in critical enterprise environments
2:24pm •
Implementing Predictive Analytics projects in corporate environments
3.01
11:00am •
Social contact data in endemic-epidemic models and probabilistic forecasting with **surveillance**
11:18am •
Adaptive Subgroup Selection in Sequential Trials
11:36am •
EpiModel: An R Package for Mathematical Modeling of Infectious Disease over Networks
11:54am •
metawRite: Review, write and update meta-analysis results
12:12pm •
**addhaz**: Contribution of chronic diseases to the disability burden in *R*
1:30pm •
**shadow**: R Package for Geometric Shade Calculations in an Urban Environment
1:48pm •
**RQGIS** - integrating *R* with QGIS for innovative geocomputing
2:06pm •
Link2GI - Easy linking Open Source GIS with R
2:24pm •
Interfacing Google's spherical geometry library (S2) for spatial data in R
2:42pm •
Scalable, Spatiotemporal Tidy Arrays for R (stars)
3.02
11:00am •
Updates to the Documentation System for R
11:18am •
Ensemble packages with user friendly interface: an added value for the R community
11:36am •
Collaborative Development in R: A Case Study with the sparsebn package
11:54am •
RL10N: Translating Error Messages & Warnings
12:12pm •
The R6 Class System
1:30pm •
Stream processing with R in AWS
1:48pm •
Architectural Elements Enabling R for Big Data
2:06pm •
Rc$^2$: an Environment for Running R and Spark in Docker Containers
2:24pm •
R goes Mobile: Efficient Scheduling for Parallel R Programs on Heterogeneous Embedded Systems
2:42pm •
**rTRNG**: Advanced Parallel Random Number Generation in R
4.02
11:00am •
How we built a Shiny App for 700 users?
11:18am •
bradio: Add data music widgets to your business intelligence dashboards
11:36am •
Interacting with databases from Shiny
11:54am •
ShinyProxy
12:12pm •
Developing and deploying large scale Shiny applications for non-life insurance
1:30pm •
Text mining, the tidy way
1:48pm •
manifestoR - a tool for data journalists, a source for text miners and a prototype for reproducibility software
2:06pm •
A Tidy Data Model for Natural Language Processing
2:24pm •
Text Analysis and Text Mining Using R
2:42pm •
Neural Embeddings and NLP with R and Spark
4.03
11:00am •
RIOT SESSION
CATERING POINTS
10:30am •
COFFEE BREAK
12:30pm •
LUNCH
3:00pm •
COFFEE BREAK
4:45pm •
COFFEE BREAK
6:30pm •
Poster Reception
PLENARY
9:00am •
WELCOME
9:15am •
Sponsor Talk Microsoft
9:30am •
KEYNOTE: Structural Equation Modeling: models, software and stories
11:00am •
Analysis of German Fuel Prices with R
11:18am •
When is an Outlier an Outlier? The O3 plot
11:36am •
Sports Betting and R: How R is changing the sports betting world
11:54am •
Urban green spaces and their biophonic soundscape component
12:12pm •
Maps are data, so why plot data on a map?
1:30pm •
R-Ladies Global Community
1:48pm •
We R a Community-making high quality courses for high education accessible for all:The >eR-Biostat initiative
2:06pm •
How the R Consortium is Supporting the R Community
2:24pm •
Diversity of the R Community
2:42pm •
We R What We Ask: The Landscape of R Users on Stack Overflow
3:30pm •
Sponsor Talk Data Camp
3:45pm •
KEYNOTE: Teaching data science to new useRs
5:00pm •
Navigating the R package universe
Wild Gallery
8:00am •
REGISTRATION
Thursday
, July 6
2.01
11:00am •
Using the alphabetr package to determine paired T cell receptor sequences
11:18am •
Differentiation of brain tumor tissue using hierarchical non-negative matrix factorization
11:36am •
Biosignature-Based Drug Design: from high dimensional data to business impact
11:54am •
Interactive and Reproducible Research for RNA Sequencing Analysis
12:12pm •
Stochastic Gradient Descent Log-Likelihood Estimation in the Cox Proportional Hazards Model with Applications to The Cancer Genome Atlas Data
1:30pm •
R-based computing with big data on disk
1:48pm •
Daff: diff, patch and merge for data.frames
2:06pm •
odbc - A modern database interface
2:24pm •
Improving DBI
2:42pm •
*implyr**: A **dplyr** Backend for a Apache Impala
5:30pm •
rdwd – manage German weather observations
5:35pm •
eseis – A toolbox to weld seismologic and geomorphic data analysis
5:40pm •
An R Decision Support Framework for the Identification of BMP in Catchments
5:45pm •
Reproducible research in computational subsurface hydrology - First steps in R with RMODFLOW and RMT3DMS
5:50pm •
Using an R package as platform for harmonized cleaning of data from RTI MicroPEM air quality sensors
5:55pm •
map data from **naturalearth** : aiming for sustainability through specialisation and **rOpenSci**
6:00pm •
OpenSpat, spread the spatial world
6:05pm •
smires -- Calculating Hydrological Metrics for Univariate Time Series
6:10pm •
minimalRSD and FMC: R packages to construct cost efficient experimental designs
6:15pm •
ICtest: Estimating the Number of Interesting Components
6:20pm •
Better Confidence Intervals for Quantiles
2.02
11:00am •
Hosting Data Packages via `drat`: A Case Study with Hurricane Exposure Data
11:18am •
Clouds, Containers and R, towards a global hub for reproducible and collaborative data science
11:36am •
codebookr: Codebooks in *R*
11:54am •
Show me the errors you didn't look for
12:12pm •
Automatically archiving reproducible studies with Docker
1:30pm •
The **renjin** package: Painless Just-in-time Compilation for High Performance R
1:48pm •
An LLVM-based Compiler Toolkit for R
2:06pm •
Performance Benchmarking of the R Programming Environment on Knight's Landing
2:24pm •
*GNU R* on a Programmable Logic Controller (PLC) in an Embedded-Linux Environment
5:30pm •
R and Tableau Integration: A Case approach
5:35pm •
The dataCompareR package
5:40pm •
Use of templates within an R package to create a (semi-)automated analysis workflow and/or report
5:45pm •
graphiT: an interactive, user-friendly tool to produce graphics based on the grammar of graphics' principles
5:50pm •
**heatmaply**: an *R* package for creating interactive cluster heatmaps
5:55pm •
Plot Colour Helper – Finally an easy way to pick colours for your R plots!
6:00pm •
bsplus: Using Twitter Bootstrap to extend your Shiny app
6:05pm •
TAGS - Table Assorting Guided System: an HTML widget to create multiple tables from Excel spreadsheets
6:10pm •
Object-oriented markdown in R to facilitate collaboration
6:15pm •
Strategies for Reproducible Research with Packrat
3.01
11:00am •
**rags2ridges**: A One-Stop-Go for Network Modeling of Precision Matrices
11:18am •
Various Versatile Variances: An Object-Oriented Implementation of Clustered Covariances in *R*
11:36am •
factorMerger: a set of tools to support results from post hoc testing
11:54am •
Estimating the Parameters of a Continuous-Time Markov Chain from Discrete-Time Data with ctmcd
12:12pm •
MCMC Output Analysis Using R package mcmcse
1:30pm •
An Efficient Algorithm for Solving Large Fixed Effects OLS Problems with Clustered Standard Error Estimation
1:48pm •
R Package glmm: Likelihood-Based Inference for Generalized Linear Mixed Models
2:06pm •
**countreg**: Tools for count data regression
2:24pm •
How to Use (R)Stan to Estimate Models in External R Packages
2:42pm •
brms: Bayesian Multilevel Models using Stan
5:30pm •
The cutpointr package: Improved and tidy estimation of optimal cutpoints
5:35pm •
Preparing Datetime Data with Padr
5:40pm •
R in Minecraft
5:45pm •
Digital Signal Processing with R
5:50pm •
Data Analysis Using Hierarchical Generalized Linear Models with R
5:55pm •
The R package bigstatsr: Memory- and Computation-Efficient Statistical Tools for Big Matrices
6:00pm •
Advanced R Solutions -- A Bookdown Project
6:05pm •
Functional Input Validation with valaddin
6:10pm •
ROI - R Optimization Infrastructure
6:15pm •
simmer: Discrete-Event Simulation for R
6:20pm •
Data Error! But where?
3.02
1:30pm •
ReinforcementLearning: A package for replicating human behavior in R
1:48pm •
Deep Learning for Natural Language Processing in R
2:06pm •
R4ML: A Scalable R for Machine Learning
2:24pm •
Computer Vision and Image Recognition algorithms for R users
2:42pm •
Depth and depth-based classification with R package **ddalpha**
5:30pm •
R Blogging with blogdown and GitHub
5:35pm •
**redmineR** and the story of automating *useR!2017* abstract review process
5:40pm •
The current state of naming conventions in R
5:45pm •
An Introduction to the r2anki-package
5:50pm •
rOpenGov: community project for open government data
5:55pm •
R.gov: making R work for government
6:00pm •
nsoAPI - retrieving data from National Statistical Offices with R
6:05pm •
Jurimetrics: quantitative analysis of judicial decisions using R
6:10pm •
Shiny Apps for Maths and Stats Exercises
6:15pm •
Working with R when internet is not reliable
4.01
11:00am •
Bayesian social network analysis with Bergm
11:18am •
difNLR: Detection of potentional gender/minority bias with extensions of logistic regression
11:36am •
**BradleyTerryScalable**: Ranking items scalably with the Bradley-Terry model
11:54am •
IRT test equating with the R package equateIRT
5:30pm •
DNA methylation-based classification of human central nervous system tumors
5:35pm •
Multivariate statistics for PAT data analysis: short overview of existing R packages and methods
5:40pm •
R in research on microbial mutation rates
5:45pm •
Plasmid Profiler: Comparative Analysis of Plasmid Content in WGS Data
5:50pm •
Application of R and Shiny in multiomics understanding of blood cancer biology and drug response
5:55pm •
Simulate phenotype(s) with epistatic interactions
6:00pm •
Introducing the DynNom package for the generation of dynamic nomograms
6:05pm •
Graduate from plot to ggplot2: Using R to visualize the story of Ebola survivors in the PREVAIL III Ebola Natural History Study
6:10pm •
**BivRegBLS**, a new *R* package: Tolerance Intervals and Errors-in-Variables Regressions in Method Comparison Studies
6:15pm •
What is missing from the meta-analysis landscape?
4.02
11:00am •
moodler: A new R package to easily fetch data from Moodle
11:18am •
Can you keep a secret?
11:36am •
Scraping data with rvest and purrr
11:54am •
jug: Building Web APIs for R
1:30pm •
Interactive graphs for blind and print disabled people
1:48pm •
Package ggiraph: a ggplot2 Extension for Interactive Graphics
2:06pm •
Visual funnel plot inference for meta-analysis
2:24pm •
mapedit - interactive manipulation of spatial objects
2:42pm •
Exploring and presenting maps with **tmap**
5:30pm •
R in a small-sized bank's risk management
5:35pm •
**eventstudies**: An *R* package for conducting event studies and a platform for methodological research on event studies
5:40pm •
Automatic Machine Learning in R
5:45pm •
R in a Pharmaceutical Company
5:50pm •
Using R to Analyze Healthcare Cost of Older Patients Using Personal Emergency Response Service
5:55pm •
Statistics hitting the business front line
6:00pm •
An example of Shiny tool at Nestlé R&D, an enabler to guide product developers in designing gluten free biscuits
6:05pm •
Using R for optimal beer recipe selection
6:10pm •
Candy Crush R Saga
6:15pm •
Gamifyr: Transforming Machine Learning Tasks into Games with Shiny
6:20pm •
Ultra-Fast Data Mining With The R-KDB+ Interface
BRUSSELS EXPO
7:00pm •
Dinner
CATERING POINTS
10:30am •
COFFEE BREAK
12:30pm •
LUNCH
3:00pm •
COFFEE BREAK
5:15pm •
COFFEE BREAK
PLENARY
9:15am •
Sponsor Talk Open Analytics
9:30am •
KEYNOTE: Dose-response analysis: considering dose both as qualitative factor and quantitative covariate- using R*
11:00am •
Show Me Your Model: tools for visualisation of statistical models
11:18am •
Quantitative fisheries advice using R and FLR
11:36am •
*jamovi*: a spreadsheet for R
11:54am •
The growing popularity of R in data journalism
12:12pm •
FFTrees: An R package to create, visualise and use fast and frugal decision trees
1:30pm •
Community-based learning and knowledge sharing
1:48pm •
Data Carpentry: Teaching Reproducible Data Driven Discovery
2:06pm •
Statistics in Action with R: an educative platform
2:24pm •
A quasi-experiment for the influence of the user interface on the acceptance of R
2:42pm •
The analysis of R learning styles with R
3:30pm •
Sponsor Talk Rstudio
3:45pm •
KEYNOTE: Parallel Computation in R: What We Want, and How We (Might) Get It
4:45pm •
SPONSOR TALK EODA
4:55pm •
SPONSOR TALK ORACLE
5:00pm •
SPONSOR TALK MANGO SOLUTIONS
5:05pm •
SPONSOR TALK ALTERYX
Wild Gallery
8:00am •
REGISTRATION
6:30pm •
Buses
Friday
, July 7
2.01
11:00am •
naniar: Data structures and functions for consistent exploration of missing data
11:18am •
Easy imputation with the simputation package
11:36am •
Generating Missing Values for Simulation Purposes: A Multivariate Amputation Procedure
11:54am •
How to deal with Missing Data in Time Series and the imputeTS package
2.02
11:00am •
Actuarial and statistical aspects of reinsurance in R
11:18am •
Interactive bullwhip effect exploration using SCperf and Shiny
11:36am •
Markov-Switching GARCH Models in R: The MSGARCH Package
11:54am •
R and Haskell: Combining the best of two worlds
3.01
11:00am •
Change Point Detection in Persistence Diagrams
11:18am •
Morphological Analysis with R
11:36am •
ompr: an alternative way to model mixed-integer linear programs
11:54am •
Dynamic modeling and parameter estimation with dMod
3.02
11:00am •
IntegratedJM - an R package to Jointly Model the Gene-Expression and Bioassay Data, Taking Care of the Fingerprint Feature effect
11:18am •
Detecting eQTLs from high-dimensional sequencing data using recount2
11:36am •
Integrated analysis of digital PCR experiments in R
11:54am •
Dynamic Assessment of Microbial Ecology (*DAME*): A Shiny App for Analysis and Visualization of Microbial Sequencing Data
4.02
11:00am •
Programming with tidyverse grammars
11:18am •
Modules in R
11:36am •
Taking Advantage of the Byte Code Compiler
CATERING POINTS
10:30am •
COFFEE BREAK
12:12pm •
LUNCH
PLENARY
9:15am •
Sponsor Talk Rconsortium
9:30am •
KEYNOTE: R tools for the analysis of complex heterogeneous data
11:00am •
Teaching psychometrics and analysing educational tests with **ShinyItemAnalysis**
11:18am •
Letting R sense the world around it with **shinysense**
11:36am •
papr: Tinder for pre-prints, a Shiny Application for collecting gut-reactions to pre-prints from the scientific community
11:54am •
shiny.collections: Google Docs-like live collaboration in Shiny
1:15pm •
KEYNOTE: 20 years of CRAN
Wild Gallery
8:00am •
REGISTRATION
2:15pm •
CLOSING
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Brussels South Train Station
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