An overview of the prediction of protein DNA-binding sites

J Si, R Zhao, R Wu - International journal of molecular sciences, 2015 - mdpi.com
Interactions between proteins and DNA play an important role in many essential biological
processes such as DNA replication, transcription, splicing, and repair. The identification of …

A survey of computational intelligence techniques in protein function prediction

AK Tiwari, R Srivastava - International journal of proteomics, 2014 - Wiley Online Library
During the past, there was a massive growth of knowledge of unknown proteins with the
advancement of high throughput microarray technologies. Protein function prediction is the …

DNAPred: accurate identification of DNA-binding sites from protein sequence by ensembled hyperplane-distance-based support vector machines

YH Zhu, J Hu, XN Song, DJ Yu - Journal of chemical information …, 2019 - ACS Publications
Accurate identification of protein–DNA binding sites is significant for both understanding
protein function and drug design. Machine-learning-based methods have been extensively …

A large-scale assessment of nucleic acids binding site prediction programs

Z Miao, E Westhof - PLoS computational biology, 2015 - journals.plos.org
Computational prediction of nucleic acid binding sites in proteins are necessary to
disentangle functional mechanisms in most biological processes and to explore the binding …

PDRLGB: precise DNA-binding residue prediction using a light gradient boosting machine

L Deng, J Pan, X Xu, W Yang, C Liu, H Liu - BMC bioinformatics, 2018 - Springer
Background Identifying specific residues for protein-DNA interactions are of considerable
importance to better recognize the binding mechanism of protein-DNA complexes. Despite …

Identification of DNA–protein binding sites by bootstrap multiple convolutional neural networks on sequence information

Y Zhang, S Qiao, S Ji, N Han, D Liu, J Zhou - Engineering Applications of …, 2019 - Elsevier
Identification of DNA–protein binding sites in protein sequence plays an essential role in a
wide variety of biological processes. In particular, there are huge volumes of protein …

EL_LSTM: prediction of DNA-binding residue from protein sequence by combining long short-term memory and ensemble learning

J Zhou, Q Lu, R Xu, L Gui… - IEEE/ACM transactions on …, 2018 - ieeexplore.ieee.org
Most past works for DNA-binding residue prediction did not consider the relationships
between residues. In this paper, we propose a novel approach for DNA-binding residue …

CNNsite: Prediction of DNA-binding residues in proteins using Convolutional Neural Network with sequence features

J Zhou, Q Lu, R Xu, L Gui… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Protein-DNA complexes play crucial roles in gene regulation. The prediction of the residues
involved in protein-DNA interactions is critical for understanding gene regulation. Although …

DSPMP: Discriminating secretory proteins of malaria parasite by hybridizing different descriptors of C hou's pseudo amino acid patterns

GL Fan, XY Zhang, YL Liu, Y Nang… - Journal of …, 2015 - Wiley Online Library
Identification of the proteins secreted by the malaria parasite is important for developing
effective drugs and vaccines against infection. Therefore, we developed an improved …

Cross-spectral face recognition in heterogeneous environments: A case study on matching visible to short-wave infrared imagery

ND Kalka, T Bourlai, B Cukic… - 2011 International Joint …, 2011 - ieeexplore.ieee.org
In this paper we study the problem of cross spectral face recognition in heterogeneous
environments. Specifically we investigate the advantages and limitations of matching short …