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Data reduction

How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign

Henrika Langen, Martin Huber

UniCon: A unified star-operation to efficiently find connected components on a cluster of commodity hardware

Chaeeun Kim, Changhun Han, Ha-Myung Park

Peer review: Risk and risk tolerance

Stephen A. Gallo, Karen B. Schmaling

Local differential privacy protection for wearable device data

Zhangbing Li, Baichuan Wang, [ ... ], Shaobo Zhang

An empirical evaluation of sampling methods for the classification of imbalanced data

Misuk Kim, Kyu-Baek Hwang

Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labels

Mark Schutera, Luca Rettenberger, Christian Pylatiuk, Markus Reischl

Dynamic performance–Energy tradeoff consolidation with contention-aware resource provisioning in containerized clouds

Rewer M. Canosa-Reyes, Andrei Tchernykh, [ ... ], Alexander Yu. Drozdov

Analyzing enterprise asset structure and profitability using cloud computing and strategic management accounting

Wenquan Shi

Classification of soybean frogeye leaf spot disease using leaf hyperspectral reflectance

Shuang Liu, Haiye Yu, [ ... ], Lei Zhang

Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling)

Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch

The Shortest Duration Constrained Hidden Markov Model: Data denoise and forecast optimization on the country-product matrix for the Fitness-Complexity Algorithm

Pengcheng Song, Xiangyu Zong, [ ... ], Lubingzhi Guo

The consequences of using different epoch lengths on the classification of accelerometer based sedentary behaviour and physical activity

Teatske M. Altenburg, Xinhui Wang, [ ... ], Mai J. M. Chinapaw

Presentation of a new method based on modern multivariate approaches for big data replication in distributed environments

Khatereh Sabaghian, Keyhan Khamforoosh, Abdolbaghi Ghaderzadeh

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