Waist circumference prediction for epidemiological research using gradient boosted trees

by Weihong Zhou, Spencer Eckler, Andrew Barszczyk, Alex Waese-Perlman, Yingjie Wang, Xiaoping Gu, Zhong-Ping Feng, Yuzhu Peng, Kang Lee
Published 2021-03-01

Integrasi Gradient Boosted Trees dengan SMOTE dan Bagging untuk Deteksi Kelulusan Mahasiswa

by Achmad Bisri, Rinna Rachmatika
Published 2019-11-01

Classification of Alpine Skiing Styles Using GNSS and Inertial Measurement Units

by Christina Neuwirth, Cory Snyder, Wolfgang Kremser, Richard Brunauer, Helmut Holzer, Thomas Stöggl
Published 2020-07-01

Putative biomarkers for predicting tumor sample purity based on gene expression data

by Yuanyuan Li, David M. Umbach, Adrienna Bingham, Qi-Jing Li, Yuan Zhuang, Leping Li
Published 2019-12-01

Smart City Mobility Application—Gradient Boosting Trees for Mobility Prediction and Analysis Based on Crowdsourced Data

by Ivana Semanjski, Sidharta Gautama
Published 2015-07-01

Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes—An In Silico Proof-of-Concept

by Giacomo Cappon, Andrea Facchinetti, Giovanni Sparacino, Pantelis Georgiou, Pau Herrero
Published 2019-07-01

Classification of Video Traffic : An Evaluation of Video Traffic Classification using Random Forests and Gradient Boosted Trees

by Andersson, Ricky
Published 2017

Cost-Sensitive Ensemble Feature Ranking and Automatic Threshold Selection for Chronic Kidney Disease Diagnosis

by Syed Imran Ali, Bilal Ali, Jamil Hussain, Musarrat Hussain, Fahad Ahmed Satti, Gwang Hoon Park, Sungyoung Lee
Published 2020-08-01

Soil Temperature Estimation with Meteorological Parameters by Using Tree-Based Hybrid Data Mining Models

by Mohammad Taghi Sattari, Anca Avram, Halit Apaydin, Oliviu Matei
Published 2020-08-01

Charged aerosol detector response modeling for fatty acids based on experimental settings and molecular features: a machine learning approach

by Ruben Pawellek, Jovana Krmar, Adrian Leistner, Nevena Djajić, Biljana Otašević, Ana Protić, Ulrike Holzgrabe
Published 2021-07-01

Predicting lung cancer survivability: A machine learning regression model

by Iffat Jabin, Mohammad Motiur Rahman
Published 2021-06-01

Machine learning-based prediction models for accidental hypothermia patients

by Yohei Okada, Tasuku Matsuyama, Sachiko Morita, Naoki Ehara, Nobuhiro Miyamae, Takaaki Jo, Yasuyuki Sumida, Nobunaga Okada, Makoto Watanabe, Masahiro Nozawa, Ayumu Tsuruoka, Yoshihiro Fujimoto, Yoshiki Okumura, Tetsuhisa Kitamura, Ryoji Iiduka, Shigeru Ohtsuru
Published 2021-01-01

Mapping Crop Residue by Combining Landsat and WorldView-3 Satellite Imagery

by W. Dean Hively, Jacob Shermeyer, Brian T. Lamb, Craig T. Daughtry, Miguel Quemada, Jason Keppler
Published 2019-08-01

GRADIENT BOOSTING TREES METHOD IN THE TASK OF SOFTWARE IDENTIFICATION

by Salakhutdinova K.I., Lebedev I.S., Krivtsova I.E.
Published 2018-09-01

Atom-specific persistent homology and its application to protein flexibility analysis

by Bramer David, Wei Guo-Wei
Published 2020-02-01

Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover Classification Using an Extended Margin and Disagreement Performance

by Fei Sun, Run Wang, Bo Wan, Yanjun Su, Qinghua Guo, Youxin Huang, Xincai Wu
Published 2019-07-01

A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults

by Wei Xiao
Published 2016-01-01

Predicting city-scale daily electricity consumption using data-driven models

by Zhe Wang, Tianzhen Hong, Han Li, Mary Ann Piette
Published 2021-05-01

A Cascade Ensemble Learning Model for Human Activity Recognition with Smartphones

by Shoujiang Xu, Qingfeng Tang, Linpeng Jin, Zhigeng Pan
Published 2019-05-01

Equation Based New Methods for Residential Load Forecasting

by S. M. Mahfuz Alam, Mohd. Hasan Ali
Published 2020-12-01