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Data Mining and Machine Learning at PeerJ

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A Kullback-Liebler divergence-based representation algorithm for malware detection
Faitouri A. Aboaoja, Anazida Zainal, Fuad A. Ghaleb, Norah Saleh Alghamdi, Faisal Saeed, Husayn Alhuwayji
Integrating chromatin conformation information in a self-supervised learning model improves metagenome binning
Harrison Ho, Mansi Chovatia, Rob Egan, Guifen He, Yuko Yoshinaga, Ivan Liachko, Ronan O’Malley, Zhong Wang
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Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution
Irshad Ullah, Syed Muhammad Hasanat, Khursheed Aurangzeb, Musaed Alhussein, Muhammad Rizwan, Muhammad Shahid Anwar
CAPN: a Combine Attention Partial Network for glove detection
Feng Yu, Jialong Zhu, Yukun Chen, Shuqing Liu, Minghua Jiang

Widely read

Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective
Nikolaos Aletras, Dimitrios Tsarapatsanis, Daniel Preoţiuc-Pietro, Vasileios Lampos
83,308 views · 15,631 downloads
Probabilistic programming in Python using PyMC3
John Salvatier, Thomas V. Wiecki, Christopher Fonnesbeck
70,048 views · 17,513 downloads
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
32,428 views · 8,598 downloads
Accelerating the XGBoost algorithm using GPU computing
Rory Mitchell, Eibe Frank
25,399 views · 4,735 downloads
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
Tomislav Hengl, Madlene Nussbaum, Marvin N. Wright, Gerard B.M. Heuvelink, Benedikt Gräler
24,789 views · 5,308 downloads

Editors' picks

A method of water resources accounting based on deep clustering and attention mechanism under the background of integration of public health data and environmental economy
Shiya Zhou
M6ATMR: identifying N6-methyladenosine sites through RNA sequence similarity matrix reconstruction guided by Transformer
Shuang Xiang, Te Zhang, Minghao Wu

Recently cited

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
715 citations · 32,428 views · 8,598 downloads
Probabilistic programming in Python using PyMC3
John Salvatier, Thomas V. Wiecki, Christopher Fonnesbeck
1,428 citations · 70,048 views · 17,513 downloads
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This Data Mining and Machine Learning Overlay is a subset of the peer-reviewed articles found in PeerJ, PeerJ Computer Science .

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Decision Making in Complex Systems: The Theoretical Basis
Decision Making in Complex Systems: Intelligent Computing
Advances in Illuminating the Druggable Genome
Deep Learning Techniques for Understanding Brain Disorders
Smart Cities: Urban Profiling with Artificial Intelligence and Big Data
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