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Machine learning

A data-driven analysis, and its limitations, of the spatial flood archive of Flanders, Belgium to assess the impact of soil sealing on flood volume and extent

Karen Gabriels, Patrick Willems, Jos Van Orshoven

Advancing predictive modeling in archaeology: An evaluation of regression and machine learning methods on the Grand Staircase-Escalante National Monument

Peter M. Yaworsky, Kenneth B. Vernon, [ ... ], Brian F. Codding

Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

Gurpreet Singh, Yasin Hussain, [ ... ], Subhi J. Al’Aref

Estimation and prediction of ellipsoidal molecular shapes in organic crystals based on ellipsoid packing

Daiki Ito, Raku Shirasawa, [ ... ], Gouhei Tanaka

Forecasting and optimizing Agrobacterium-mediated genetic transformation via ensemble model- fruit fly optimization algorithm: A data mining approach using chrysanthemum databases

Mohsen Hesami, Milad Alizadeh, Roohangiz Naderi, Masoud Tohidfar

The skipping behavior of users of music streaming services and its relation to musical structure

Nicola Montecchio, Pierre Roy, François Pachet

On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network

Nasru Minallah, Mohsin Tariq, [ ... ], Samir Brahim Belhaouari

The path to international medals: A supervised machine learning approach to explore the impact of coach-led sport-specific and non-specific practice

Michael Barth, Arne Güllich, Christian Raschner, Eike Emrich

Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

Obioma Pelka, Christoph M. Friedrich, [ ... ], for the Alzheimer’s Disease Neuroimaging Initiative

A non-parametric effect-size measure capturing changes in central tendency and data distribution shape

Jörn Lötsch, Alfred Ultsch

Graph embedding-based novel protein interaction prediction via higher-order graph convolutional network

Ze Xiao, Yue Deng

Deep neural network models for identifying incident dementia using claims and EHR datasets

Vijay S. Nori, Christopher A. Hane, [ ... ], Paul A. Bleicher

Automatic image annotation method based on a convolutional neural network with threshold optimization

Jianfang Cao, Aidi Zhao, Zibang Zhang

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