eRum 2016 -- presentations

Day 1 (12.10) -- workshops, see: https://github.com/eRum2016/Workshops

Day 2 (13.10)

Welcome Session - Maciej Beręsewicz
Invited Talks I - chairman: Rasmus Bååth
- Addressing the Gender Gap in the R Project - Heather Turner
- Heteroscedastic Discriminant Analysis and its integration into ?mlR? package for uniform machine learning - Katarzyna Stapor
Parallel session I
- Methodology 1 - chairman: Marcin Szymkowiak
  - Ensemble learning - idea and applications - Mateusz Filarowski
  - Ensemble learning - implementation with mlr - Tomasz Smolarczyk
- Business 1 - chairman: Lukasz Wawrowski
  - Turning R into production ? make your models reality - Michal Zylinski
  - RevoScaleR - performance and scalability R - Lukasz Grala
  - Bringing R to Enterprise - Wit Jakuczun
  - Data science outside the box: Developing a generic scoring algorithm for customer acquisition - Erik Barzagar-Nazari
  - Embedding R in business processes - Andreas Wygrabek
- Packages 1 - chairman: Tomasz Górecki
  - Reconciling forecasts: the hts package - Rob Hyndman
  - stplanr: an R package for transport planning - Robin Lovelace
  - brms: An R Package for Bayesian Multilevel Models using Stan - Paul-Christian Buerkner
  - Modules in R - Sebastian Warnholz
  - influence.SEM 2.0: An R Package for Sensitivity Analysis in Structural Equation Models - Massimiliano Pastore
Invited Talks II - chairman: Katarzyna Kopczewska
- A survey of tools for Bayesian data analysis in R - Rasmus Bååth
- Browse Till You Die: Scalable Hierarchical Bayesian Modeling of cookie deletion - Jakub Glinka
Parallel session II
- Methodology 2 - chairman: Maciej Beresewicz
- Business 2 - chairman: Adolfo Alvarez
  - Enterprise R Platform ? the what, the why and the how - David Kun
  - R in the Mittelstand: Bringing Data Science to small and mid-size companies - Oliver Bracht
  - R tools and tricks for marketing inference in a big internet company - Pawel Ladyzynski
  - Using Google Analytics with R - Michal Brys
  - Using R for backtesting algorithmic trading strategies on high-frequency data - Piotr Wojcik
- Packages 2 - chairman: Marek Gagolewski
  - EnvCpt: An R package for changepoint identification in Environmental data - Rebecca Killick
  - archivist 2.0: News from Managing Data Analysis Results Toolkit - Marcin Kosinski
  - LimeRick: Bridge between LimeSurvey and R - Kamil Wais
  - An R package for consumer and sensory mapping: comparison of preference mapping stability - Rebhi Ibtihel
Invited Talks III - chairman: Heather Turner
- Design of Experiments in R - Ulrike Grömping
- How to use R to hack the publicly available data about skills of 2M+ worldwide students? - Przemyslaw Biecek
Parallel session III
- Methodology III - chairman: Tomasz Klimanek
  - Classic and network based cluster analysis: together we're better - Adolfo Alvarez
  - M-quantile regression in R - Maciej Beresewicz
  - Is forest a pharmacy? - problems with data analyses - Marcin Dyderski
  - k Prototypes Clustering of Mixed Type Data - Gero Szepannek
- Data workflow I - chairman: Marcin Kosinski
- BioR - chairman: Przemyslaw Biecek
  - Are we ready for Personalized Medicine? - Pawel Labaj
  - N-gram analysis of biological sequences in R - Michal Burdukiewicz
  - R as an Environment for the Reproducible Analysis of DNA Amplification Experiments - Stefan Rödiger
  - Big data genomics data warehouses analyses with R - Marek Wiewiórka
  - Using SparkR with distributed database in Parquet - a genomic example - Michal Okoniewski
Poster session
- What are sampling errors in the vegetation studies using visual estimation of presence and cover of plants? R can help - Damian Chmura
- RNA-seq transcriptional profiling of PPD-b-stimulated peripheral blood from cattle infected with Mycobacterium bovis - Carolina Correia
- Pharmacokinetics-driven modeling of metabolomics data - Emilia Daghir-Wojtkowiak
- R as a tool for geospatial modeling in large dataset - example of dasymetric modeling at a continental scale (United States) - Anna Dmowska
- Application of Artificial Neural Network to Planar Chromatography Data - Dimitri Fichou
- cgmisc: enhanced genome-wide association analyses and visualization - Jagoda Jabłonska
- Penalized regression inference regarding variable selection in regular and high dimensions: comparison of selected methods implemented in R - Marta Karas
- Wrestling with big data in forestry: use of R in Scots pine site index analysis - Wojciech Kedziora
- An R implementation of Kauffman's NK model - Tomasz Owczarek
- R as an effective data mining tool in chemistry - Anna Rybinska
- Applying genetic algorithms to calibrate a processing chain for a Landsat-based time series analysis of disturbance - regrowth dynamics in tropical forests - Fabián Santos
- Modelling the distrubution of the bryophytes in different spatial scales - Sylwia Wierzcholska

Day 3 (14.10)

Invited talks IV - chairman: Matthias Templ
- R and C++ - Romain Francois
- Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm and its R interface - Marek Gagolewski
Invited talks V - chairman: Katarzyna Stapor
- Simulation of complex synthetic data with the R package simPop - Matthias Templ
- Geo-located point data: measurement of agglomeration and concentration - Katarzyna Kopczewska
Parallel session IV - chairman: Joanna Zyprych-Walczak
- Lightning talks
  - R as a tool for graphical diagnostics in population pharmacokinetic modeling - Agnieszka Borsuk
  - Machine learning modeling of phenological phases in Poland - Bartosz Czernecki
  - Latent Class Analysis in Psychology - Pawel Kleka
  - Exploratory data analysis of a clinical study group - revealing patient subgroups - Bogumil Konopka
  - Multidimensional Clustering of Web Analytics Data - Alexander Kruse
  - R shiny server as core of multiple technologies into Travel Industry - Giovanni Lotti
  - Turning Text Mining into Language Mining: Corpus Linguistics in R - George Moroz
  - Structural bioinformatician's notebooks with pdbeeR and knitr - Pawel Piatkowski
  - Using R to incorporate data science into the undergraduate statistics curriculum - Paul Roback
  - Analysing the statistical effects of manipulated data - Luigi Lombardi
  - Cryptography in R - Jeroen Ooms
  - Visualizing changes in demographics with R - Piotr Sobczyk
  - R for pharmacokineticists - smulation of steady-state concentrations of amiodarone in heart compartmental model as an example - Zofia Tylutki
- Data workflow II - chairman: Marcin Dyderski
  - Power of Java's RSession and rKafka in the data science team collaboration - Pawel Cejrowski
  - R Shiny for Real-time Analytics and Insight Delivery ? A Solution for Complex Data in Agriculture - Ming Shan
  - Seamless external R server integration with Excel with step-by-step debugging of the R code - Adam Ryczkowski
  - Workflow around modelling in Data Science / R - Filip Stachura
- Education learning - chairman: Alicja Szabelska-Beręsewicz
  - Revolutionize how you teach and blog: add interactivity - Filip Schouwenaars
  - Aargh I have to teach R (Experiences in the teaching of R) - Martin Schneider
  - Using R for artistic purposes - Päivi Julin
  - Polish Diet Commissions - Text Analysis - Kamil Krawczyk
Closing session - Maciej Beręsewicz