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 …
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 …
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
Accurate identification of protein–DNA binding sites is significant for both understanding
protein function and drug design. Machine-learning-based methods have been extensively …
protein function and drug design. Machine-learning-based methods have been extensively …
A large-scale assessment of nucleic acids binding site prediction programs
Computational prediction of nucleic acid binding sites in proteins are necessary to
disentangle functional mechanisms in most biological processes and to explore the binding …
disentangle functional mechanisms in most biological processes and to explore the binding …
PDRLGB: precise DNA-binding residue prediction using a light gradient boosting machine
Background Identifying specific residues for protein-DNA interactions are of considerable
importance to better recognize the binding mechanism of protein-DNA complexes. Despite …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
environments. Specifically we investigate the advantages and limitations of matching short …