| A Brief Survey of Machine Learning Methods in Protein Sub-Golgi Localization |
52 |
| Cancer Diagnosis Through IsomiR Expression with Machine Learning Method |
42 |
| The Advances and Challenges of Deep Learning Application in Biological Big Data Processing |
35 |
| A Review on the Recent Developments of Sequence-based Protein Feature Extraction Methods |
25 |
| Drug and Nondrug Classification Based on Deep Learning with Various Feature Selection Strategies |
25 |
| Morphological Segmentation Analysis and Texture-based Support Vector Machines Classification on Mice Liver Fibrosis Microscopic Images |
24 |
| Predicting Drug Side Effects with Compact Integration of Heterogeneous Networks |
23 |
| A Review of DNA-binding Proteins Prediction Methods |
19 |
| Discriminating Ramos and Jurkat Cells with Image Textures from Diffraction Imaging Flow Cytometry Based on a Support Vector Machine |
18 |
| Analysis and Prediction of Nitrated Tyrosine Sites with the mRMR Method and Support Vector Machine Algorithm |
17 |
| Predicting Enhancers from Multiple Cell Lines and Tissues across Different Developmental Stages Based On SVM Method |
16 |
| Identification and Analysis of Cancer Diagnosis Using Probabilistic Classification Vector Machines with Feature Selection |
11 |
| Prediction of Protein S-Sulfenylation Sites Using a Deep Belief Network |
10 |
| Inter-Species/Host-Parasite Protein Interaction Predictions Reviewed |
9 |
| Nextpresso: Next Generation Sequencing Expression Analysis Pipeline |
8 |
| Dysfunctional Mechanism of Liver Cancer Mediated by Transcription Factor and Non-coding RNA |
8 |
| Classification of Small GTPases with Hybrid Protein Features and Advanced Machine Learning Techniques |
8 |
| A Novel Model for Predicting LncRNA-disease Associations Based on the LncRNA-MiRNA-disease Interactive Network |
7 |
| Relevance of Machine Learning Techniques and Various Protein Features in Protein Fold Classification: A Review |
7 |
| Prediction of Protein-Peptide Interactions with a Nearest Neighbor Algorithm |
6 |
| Early Stage Identification of Alzheimer's Disease Using a Two-stage Ensemble Classifier |
6 |
| A Similarity Searching System for Biological Phenotype images Using Deep Convolutional Encoder-decoder Architecture |
5 |
| Group-sparse Modeling Drug-kinase Networks for Predicting Combinatorial Drug Sensitivity in Cancer Cells |
5 |
| Clustering Count-based RNA Methylation Data Using a Nonparametric Generative Model |
5 |
| Identification of Bone Metastasis-associated Genes of Gastric Cancer by Genome-wide Transcriptional Profiling |
5 |
| Improving Clustering of MicroRNA Microarray Data by Incorporating Functional Similarity |
5 |
| Analysis of Single-Cell RNA-seq Data by Clustering Approaches |
4 |
| A Review of Biological Image Analysis |
4 |
| Prediction of Protein Ubiquitination Sites in Arabidopsis thaliana |
4 |
| A Novel Approach Based on Bipartite Network to Predict Human Microbe-Disease Associations |
4 |
| Gene Selection Using High Dimensional Gene Expression Data: An Appraisal |
3 |
| The Gene Cube: A Novel Approach to Three-dimensional Clustering of Gene Expression Data |
3 |
| Genome-wide Differential-based Analysis of the Relationship between DNA Methylation and Gene Expression in Cancer |
3 |
| Protein Inter-residue Contacts Prediction: Methods, Performances and Applications |
3 |
| TagDict: Prediction of Theoretical Spectra of Peptides Based on A Tag Dictionary |
3 |
| Advances in the Prediction of Protein Subcellular Locations with Machine Learning |
3 |
| Analysis of the Relative Movements Between EGFR and Drug Inhibitors Based on Molecular Dynamics Simulation |
3 |
| In Silico Identification of Conserved MiRNAs from Physcomitrella patens ESTs and their Target Characterization |
3 |
| GENIRF: An Algorithm for Gene Regulatory Network Inference Using Rotation Forest |
3 |
| In-Silico Identification of Drug Lead Molecule Against Pesticide Exposed-neurodevelopmental Disorders Through Network-based Computational Model Approach |
2 |
| An Integrated Chikungunya Virus Database to Facilitate Therapeutic Analysis: ChkVDb |
2 |
| A Novel Approach Based on Point Cut Set to Predict Associations of Diseases and LncRNAs |
2 |
| Stroke Lesion Segmentation and Analysis using Entropy/Otsu's Function - A Study with Social Group Optimization |
2 |
| A Computational Approach to Identify Novel Potential Precursor miRNAs and their Targets from Hepatocellular Carcinoma Cells |
2 |
| Mining Gene Expression Profile with Missing Values: A Integration of Kernel PCA and Robust Singular Values Decomposition |
2 |
| Prediction of New Bacterial Type III Secreted Effectors with a Recursive Hidden Markov Model Profile-Alignment Strategy |
2 |
| Determining the Influence of Class Imbalance for the Triage of Biomedical Documents |
2 |
| Pharmacophore Mapping of Ligand Based Virtual Screening, Molecular Docking and Molecular Dynamic Simulation Studies for Finding Potent NS2B/NS3 Protease Inhibitors as Potential Anti-dengue Drug Compounds |
2 |
| Benchmarking Classification Models for Cell Viability on Novel Cancer Image Datasets |
2 |
| A Weighted Association Rule Mining Method for Predicting HCV-Human Protein Interactions |
2 |
