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Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Machine Learning in Bioinformatics

This cluster of papers focuses on the prediction of protein subcellular localization using various computational methods such as amino acid composition, machine learning algorithms like support vector machines, and the analysis of signal peptides and transmembrane topology. The research aims to improve the accuracy and reliability of predicting the subcellular location of proteins, which has significant implications for understanding protein function and cellular processes.

277.7K works worldwide717.1K citations
Subcellular LocalizationProteinPredictionAmino Acid CompositionMachine LearningSupport Vector MachinesSignal PeptidesTransmembrane TopologyEnzyme Subfamily ClassesBioinformatics

Journals publishing in this area

Articles on Scinovex in this research area

10 articles, most cited first

  1. Immunoinformatics Approaches to Leptospiral Outer Membrane Proteins for Designing a Multi-Epitope Diagnostic Antigen
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  2. Protein (Influenza) identification and quantification by different analytical techniques
    International Journal of Biology Sciences · 2025 · 0 citations · AI summary
  3. Bio-efficacy of Bacillus subtilis isolates against soil borne pathogens
    International Journal of Advanced Biochemistry Research · 2025 · 0 citations
  4. Genetic study of yield variation in medium to early duration irrigated rice (Oryza sativa L.) genotypes
    International Journal of Research in Agronomy · 2025 · 0 citations
  5. Soil carbon sequestration and climate change mitigation: Potentials, challenges, and pathways - A review
    International Journal of Agriculture Extension and Social Development · 2025 · 0 citations
  6. A hybrid machine learning model for crop yield prediction based on meteorological data and pesticide information
    International Journal of Agriculture Extension and Social Development · 2025 · 0 citations
  7. Machine learning-assisted prediction of binding affinity of drug molecules to target proteins
    International Journal of Advanced Chemistry Research · 2025 · 0 citations · AI summary
  8. Machine learning approaches for predicting protein secondary structure from amino acid sequences
    International Journal of Biology Sciences · 2025 · 0 citations · AI summary
  9. Bioinformatics in protein structure prediction using AI applications
    International Journal of Advanced Biochemistry Research · 2024 · 0 citations
  10. Computational tools for biochemical pathway analysis
    International Journal of Advanced Biochemistry Research · 2024 · 0 citations