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Journal of statistical software, ISSN 1548-7660, 2011, Volume 42, Issue 8, pp. 1 - 28
MatchIt implements the suggestions of Ho, Imai, King, and Stuart (2007) for improving parametric statistical models by preprocessing data with nonparametric... 
Causal inference | Matching methods | Preprocessing | Balance | STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | balance | matching methods | causal inference | preprocessing
Journal Article
Pattern recognition, ISSN 0031-3203, 2016, Volume 54, pp. 68 - 82
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2017, Volume 237, pp. 350 - 361
Machine learning (ML) is continuously unleashing its power in a wide range of applications. It has been pushed to the forefront in recent years partly owing to... 
Evaluation | Big data | Data preprocessing | Parallelization | Machine learning | FEATURE-SELECTION | BREAKING | ALGORITHM | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Algorithms | Analysis
Journal Article
Gigascience, ISSN 2047-217X, 2018, Volume 7, Issue 1, pp. 1 - 6
Quality control (QC) and preprocessing are essential steps for sequencing data analysis to ensure the accuracy of results. However, existing tools cannot... 
High-throughput sequencing | Preprocessing | Quality control | MapReduce | quality control | preprocessing | MULTIDISCIPLINARY SCIENCES | ADAPTER | high-throughput sequencing | TOOL
Journal Article
Information systems (Oxford), ISSN 0306-4379, 2015, Volume 47, Issue 1, pp. 258 - 277
Process mining can be seen as the “missing link” between data mining and business process management. The lion's share of process mining research has been... 
Process mining | Declare | Event-log preprocessing | LTL | Conformance checking | COMPUTER SCIENCE, INFORMATION SYSTEMS | Mining | Alignment | Hospitals | Preprocessing | Logs | Business process management | Data mining | Deviation | Information systems
Journal Article
Mineralogia, ISSN 1899-8291, 12/2017, Volume 48, Issue 1, pp. 157 - 165
This article discusses the impact of choosing a data preprocessing method for the calculated gas density necessary to determine the sorption capacity of a... 
data preprocessing | sorption capacity
Journal Article
Analytical and Bioanalytical Chemistry, ISSN 1618-2642, 10/2018, Volume 410, Issue 25, pp. 6517 - 6528
Journal Article
Journal of animal science, ISSN 1525-3163, 2018, Volume 96, Issue 10, pp. 4229 - 4237
Abstract The main definition for meat quality should include factors that affect consumer appreciation of the product. Physical laboratory analyses are... 
preprocessing techniques | meat color | shear force | marbling | Meat Science
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0734-2071, 07/2014, Volume 33, Issue 4, pp. 1 - 11
Any sampled point acquired from a real-world geometric object or scene represents a finite surface area and not just a single surface point. Samples therefore... 
surface reconstruction | Surface Reconstruction | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Functions (mathematics) | Reconstruction | Construction | Preprocessing | Mathematical analysis | Redundant | Surface area | Floating structures
Journal Article
Energy and buildings, ISSN 0378-7788, 2011, Volume 43, Issue 6, pp. 1409 - 1417
Journal Article