Lina Zhang

发表

An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins

Runtao Yang, Chengjin Zhang, Rui Gao, 2015, PloS one.

An Effective Antifreeze Protein Predictor with Ensemble Classifiers and Comprehensive Sequence Descriptors

Runtao Yang, Chengjin Zhang, Rui Gao, 2015, International journal of molecular sciences.

A deep learning framework combined with word embedding to identify DNA replication origins

Runtao Yang, Chengjin Zhang, Lina Zhang, 2021, Scientific Reports.

An Ensemble Method to Distinguish Bacteriophage Virion from Non-Virion Proteins Based on Protein Sequence Characteristics

Runtao Yang, Chengjin Zhang, Rui Gao, 2015, International journal of molecular sciences.

A deep learning framework for enhancer prediction using word embedding and sequence generation.

Runtao Yang, Lina Zhang, Qitao Geng, 2022, Biophysical chemistry.

A deep learning framework for enhancer prediction using word embedding and sequence generation.

Runtao Yang, Lina Zhang, Qitao Geng, 2022, Biophysical chemistry.

Prediction of aptamer-protein interacting pairs using an ensemble classifier in combination with various protein sequence attributes

Runtao Yang, Rui Gao, Lina Zhang, 2016, BMC Bioinformatics.

Using the SMOTE technique and hybrid features to predict the types of ion channel-targeted conotoxins.

Chengjin Zhang, Qing Song, Rui Gao, 2016, Journal of theoretical biology.

Using a Classifier Fusion Strategy to Identify Anti-angiogenic Peptides

Runtao Yang, Lina Zhang, Cheng-jin Zhang, 2018, Scientific Reports.

iEnhancer-GAN: A Deep Learning Framework in Combination with Word Embedding and Sequence Generative Adversarial Net to Identify Enhancers and Their Strength

Runtao Yang, Lina Zhang, Feng Wu, 2021, International journal of molecular sciences.

A Two-Step Feature Selection Method to Predict Cancerlectins by Multiview Features and Synthetic Minority Oversampling Technique

Chengjin Zhang, Rui Gao, Lina Zhang, 2018, BioMed research international.

PCSPred_SC: Prediction of Protein Citrullination Sites Using an Effective Sequence-Based Combined Method

Chengjin Zhang, Lina Zhang, Runtao Yang, 2020, IEEE Access.

Association prediction of CircRNAs and diseases using multi-homogeneous graphs and variational graph auto-encoder

Runtao Yang, Lina Zhang, Yao Fu, 2022, Comput. Biol. Medicine.

DeepGly: A Deep Learning Framework With Recurrent and Convolutional Neural Networks to Identify Protein Glycation Sites From Imbalanced Data

Chengjin Zhang, Qian Zhang, Lina Zhang, 2019, IEEE Access.

JPPRED: Prediction of Types of J-Proteins from Imbalanced Data Using an Ensemble Learning Method

Chengjin Zhang, Rui Gao, Lina Zhang, 2015, BioMed research international.

A Novel Capsule Network with Attention Routing to Identify Prokaryote Phosphorylation Sites

Runtao Yang, Lina Zhang, Shixian Wang, 2022, Biomolecules.

A New Machine Learning Based Framework to Identify Protein Glycation Sites Using Comprehensive Features and the mRMR Method

Chengjin Zhang, Lina Zhang, Runtao Yang, 2019, 2019 Chinese Control And Decision Conference (CCDC).

A Novel Feature Extraction Method with Feature Selection to Identify Golgi-Resident Protein Types from Imbalanced Data

Chengjin Zhang, Runtao Yang, Rui Gao, 2016, International journal of molecular sciences.

ECAmyloid: An amyloid predictor based on ensemble learning and comprehensive sequence-derived features

Jiaming Liu, Runtao Yang, Lina Zhang, 2023, Comput. Biol. Chem..

Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors

Qing Song, Lina Zhang, Runtao Yang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Sequence Based Prediction of Antioxidant Proteins Using a Classifier Selection Strategy

Qing Song, Lina Zhang, Runtao Yang, 2016, PloS one.

A machine learning approach to identify DNA replication proteins from sequence-derived features

Chengjin Zhang, Rui Gao, Lina Zhang, 2015, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE).

PSSM-PROREP: A Flexible Web Server for Generating Various Position Specific Score Matrix-derived Protein Representations*

Chengjin Zhang, Lina Zhang, Runtao Yang, 2018, 2018 IEEE International Conference on Information and Automation (ICIA).

Using a Classifier Fusion Strategy to Identify Anti-angiogenic Peptides

Chengjin Zhang, Lina Zhang, Runtao Yang, 2018, Scientific Reports.

GCNGAT: Drug-disease association prediction based on graph convolution neural network and graph attention network

Runtao Yang, Lina Zhang, Yao Fu, 2024, Artif. Intell. Medicine.

Prediction of aptamer-protein interacting pairs using an ensemble classifier in combination with various protein sequence attributes

Chengjin Zhang, Rui Gao, Lina Zhang, 2016, BMC Bioinformatics.

Prediction of plant LncRNA-protein interactions based on feature fusion and an improved residual network

Runtao Yang, Lina Zhang, Defei Xia, 2023, Expert Syst. Appl..