Improved Aflatoxins and Fumonisins Forecasting Models for Maize (PREMA and PREFUM), Using Combined Mechanistic and Bayesian Network Modeling—Serbia as a Case Study

by Ningjing Liu, Cheng Liu, Tatjana N. Dudaš, Marta Č. Loc, Ferenc F. Bagi, H. J. van der Fels-Klerx
Published 2021-04-01

An Over Sampling Method of Unbalanced Data Based on Ant Colony Clustering

by Gao Yang, Liu Qicheng
Published 2021-01-01

Predicting the Risk of Chronic Kidney Disease (CKD) Using Machine Learning Algorithm

by Weilun Wang, Goutam Chakraborty, Basabi Chakraborty
Published 2021-12-01

A Multi-Clustering Algorithm to Solve Driving Cycle Prediction Problems Based on Unbalanced Data Sets: A Chinese Case Study

by Yuewei Wu, Wutong Zhang, Long Zhang, Yuanyuan Qiao, Jie Yang, Cheng Cheng
Published 2020-04-01

Developing Computational Model to Predict Protein-Protein Interaction Sites Based on the XGBoost Algorithm

by Aijun Deng, Huan Zhang, Wenyan Wang, Jun Zhang, Dingdong Fan, Peng Chen, Bing Wang
Published 2020-03-01

Four-way data analysis within the linear mixed modelling framework

by Marcin Studnicki, Wiesław Mądry, Adriana Derejko, Kinga Noras, Elżbieta Wójcik-Gront
Published 2015-10-01

Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data

by Ståhl Niclas, Falkman Göran, Karlsson Alexander, Mathiason Gunnar, Boström Jonas
Published 2018-12-01

Review of Classification Methods on Unbalanced Data Sets

by Le Wang, Meng Han, Xiaojuan Li, Ni Zhang, Haodong Cheng
Published 2021-01-01

Diagnosis of Rolling Bearing Based on Classification for High Dimensional Unbalanced Data

by Qi Hang, Jinghui Yang, Lining Xing
Published 2019-01-01

Identifying Polarity in Tweets from an Imbalanced Dataset about Diseases and Vaccines Using a Meta-Model Based on Machine Learning Techniques

by Alejandro Rodríguez-González, Juan Manuel Tuñas, Lucia Prieto Santamaría, Diego Fernández Peces-Barba, Ernestina Menasalvas Ruiz, Almudena Jaramillo, Manuel Cotarelo, Antonio J. Conejo Fernández, Amalia Arce, Angel Gil
Published 2020-12-01

iRNA-m5C_NB: A Novel Predictor to Identify RNA 5-Methylcytosine Sites Based on the Naive Bayes Classifier

by Lijun Dou, Xiaoling Li, Hui Ding, Lei Xu, Huaikun Xiang
Published 2020-01-01

Traffic Incident Detection Method Based on Factor Analysis and Weighted Random Forest

by Hui Jiang, Hongxing Deng
Published 2020-01-01

Constraining PERMANOVA and LDM to within-set comparisons by projection improves the efficiency of analyses of matched sets of microbiome data

by Zhengyi Zhu, Glen A. Satten, Caroline Mitchell, Yi-Juan Hu
Published 2021-06-01

Screening PubMed abstracts: is class imbalance always a challenge to machine learning?

by Corrado Lanera, Paola Berchialla, Abhinav Sharma, Clara Minto, Dario Gregori, Ileana Baldi
Published 2019-12-01

Applying Linear Mixed Effects Models (LMMs) in Within-Participant Designs With Subjective Trial-Based Assessments of Awareness—a Caveat

by Guido Hesselmann
Published 2018-05-01

Empirical Prediction of Turnovers in NFL Football

by Joel R. Bock
Published 2016-12-01

Striking a Balance: Analyzing Unbalanced Event-Related Potential Data

by Roni eTibon, Roni eTibon, Daniel A Levy
Published 2015-05-01

Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data

by Mariano Cabezas, Sarah Kentsch, Luca Tomhave, Jens Gross, Maximo Larry Lopez Caceres, Yago Diez
Published 2020-10-01

HIPÓTESIS Y SUMAS DE CUADRADOS TIPO III Y IV UN ENFOQUE A TRAVÉS DEL MODELO DE MEDIAS DE CELDA HIPÓTESIS Y SUMAS DE CUADRADOS TIPO III Y IV UN ENFOQUE A TRAVÉS DEL MODELO DE MEDIAS...

by Santana C. Juan Camilo, López P. Luis Alberto
Published 2001-11-01

Robust Experimental Design for Speech Analysis Applications

Published 2020