Biomedics |
| M. Lopes. Consensus outlier detection in triple-negative breast cancer gene expression data. |
| C. Arenas. Detection of differentially expressed genes by means of outlier detection. |
| L. De Mot. Transcriptional profiling of response to the candidate tuberculosis vaccine M72/AS01E for trial sampling time-point selection. |
| A. Tavares. Clustering DNA words through distance distributions. |
Clustering |
| N. Bozkus. Lifting and Clustering. |
| S. Lubbe. Visualisations associated with bootstrapping cluster analysis. |
| N. C. Chung. Evaluation of Membership Reliability in K-mean Clusters. |
| R. Wehrens. Data fusion with self-organizing maps. |
Robust Statistics II |
| P. Segaert. Robust joint modelling of mean and dispersion for the GLM framework. |
| A. Kharin. Performance and robustness in statistical testing of hypotheses for data with Markov dependencies. |
| R. Crevits. Forecasting with Robust Exponential Smoothing with Trend and Seasonality. |
Regression and Beyond |
| P. Macedo. Entropy in high-dimensional variable selection. |
| J. Wagner. Regularized B-Spline Regression for High-Dimensional Scattered Data. |
| M. Costa. Contributions to the analysis of inhomogeneous large-scale data using maximum entropy. |
Tools for Data Analytics |
| T. Savage. Providing analysts the tools they need within a modern National Statistical Office. |
| M. Rupp. A flexible optimization tool for multivariate optimal allocation problems under high dimensional data. |
| V. Ardelean. Data Analysis with contaminated Data. |
Applications I |
| M. Casquilho. Computing over the Internet applied to data visualization: an illustrative example in Geometry. |
| J. M. Sanchez-Gomez. Using Word Clouds as an e-Learning Analytics Tool based on Data Visualization and Statistics. |
| D. Alptekin. Economic Growth and Tourism in Turkey: Hsiao’s Granger Causality Analysis. |
Big Data Platforms |
| P. Calado. Matching Records for Census Data. |
| E. J. Harner. Rspark: Running R and Spark in Docker Containers. |
| L. Borke. BitQuery: a GitHub API driven and D3 based search engine for open source repositories. |
Inference |
| R. Li. Exact distribution of a modified Behrens-Fisher statistic. |
| T. Arslan. Estimating the location and scale parameters of the Maxwell distribution. |
| D. Kushary. Estimation of Percentile of Marginal Distribution of Order Statistic with real life application. |
| L. Qu. Copula Density Estimation by Lagrange Interpolation at the Padua Points. |
Time and Space |
| P. Otto. Estimation, Simulation, and Visualization of Spatial and Spatiotemporal Autoregressive Conditional Heteroscedasticity. |
| M. H. Gonçalves. Performance of statistical approaches to model binary responses in longitudinal studies. |
| B. Alptekin. Air Pollution Forecasting with Time Series Neural Networks Models. |
| C. Santos. Periodic multivariate INAR processes. |
Visualisation I |
| A. Zammit-Mangion. Visualization for Large-scale Gaussian Updates. |
| C. Bors. Visual Support for Rastering of Unequally Spaced Time Series. |
| D.-H. Jang. Visualization of Three-Dimensional Data with Virtual Reality. |
| M. Gallo. R visual Tools for 3-way data analysis. |
Applications II |
| F. Akgül. Alternative distributions to Weibull for modeling the wind speed data in wind energy analysis. |
| A. Sousa. Hierarchical Cluster Analysis in the context of performance evaluation: From classical to complex data. |
| P. Brito. Building a map of Europe based on citizens values: an interval data approach. |
| M. S. Bahadori. Statistical analysis of pedestrian control features, Case study: Lisbon-Portugal. |
Methods for Data Science |
| S. Zhang. More powerful test procedures for large scale hypothesis testing. |
| E. Stoimenova. Incomplete ranking. |
| A. Freitas. Clustering and Disjoint Principal Component Analysis: an empirical comparison of two approaches. |
| E. Stojanovski. Random Effects Bayesian Models to Incorporate Variation. |
Visualisation II |
| J. Nienkemper-Swanepoel. The virtues and pitfalls of the visualisation of incomplete categorical data. |
| A. de Falguerolles. Is Arthur Batut’s geometric experiment a convincing argument in favor Francis Galton’s generic images? |
| V. Choulakian. Visualization of sparse two-way contingency tables. |
| A. Silva. Cyclical history theory in data visualization: using a four-quadrant display to see history repeating itself. |
