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Decision tree learning

Features spaces and a learning system for structural-temporal data, and their application on a use case of real-time communication network validation data

Guido Schwenk, Ben Jochinke, Klaus-Robert Müller

Glycemic-aware metrics and oversampling techniques for predicting blood glucose levels using machine learning

Michael Mayo, Lynne Chepulis, Ryan G. Paul

High Order Profile Expansion to tackle the new user problem on recommender systems

Diego Fernández, Vreixo Formoso, Fidel Cacheda, Victor Carneiro

Graph convolutional network approach applied to predict hourly bike-sharing demands considering spatial, temporal, and global effects

Tae San Kim, Won Kyung Lee, So Young Sohn

Are screening methods useful in feature selection? An empirical study

Mingyuan Wang, Adrian Barbu

Quality dimensions features for identifying high-quality user replies in text forum threads using classification methods

Akram Osman, Naomie Salim, Faisal Saeed

Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques

Amaya Pérez del Palomar, José Cegoñino, [ ... ], Elena Garcia-Martin

A comparative study on machine learning based algorithms for prediction of motorcycle crash severity

Lukuman Wahab, Haobin Jiang

Selection of the optimal trading model for stock investment in different industries

Dongdong Lv, Zhenhua Huang, Meizi Li, Yang Xiang

Enhancing Confusion Entropy (CEN) for binary and multiclass classification

Rosario Delgado, J. David Núñez-González

Computational prediction of diagnosis and feature selection on mesothelioma patient health records

Davide Chicco, Cristina Rovelli

Development and validation of an ensemble classifier for real-time recognition of cow behavior patterns from accelerometer data and location data

Jun Wang, Zhitao He, [ ... ], Kaixuan Zhao

One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network

Mongkhon Thakong, Suphakant Phimoltares, Saichon Jaiyen, Chidchanok Lursinsap

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