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Soft Computing - Springer Nature | 2024 Impact Factor:2.5 |Cite Score:8.1 | Q2

Soft Computing Journal

Impact Factor and Journal Rank of Soft Computing

  • About: Objective:
    Soft Computing aims to provide a forum for researchers and practitioners to disseminate original research results and practical developments in the field of soft computing. The journal focuses on methodologies that integrate fuzzy logic, neural networks, evolutionary computation, and probabilistic reasoning to solve real-world problems.
  • Publication Focus:
    Fuzzy Systems: Development and applications of fuzzy logic, fuzzy sets theory, and fuzzy inference systems in decision-making and modeling. Neural Networks: Architectures, training algorithms, and applications of artificial neural networks for pattern recognition, classification, and optimization. Evolutionary Computation: Genetic algorithms, evolutionary strategies, and genetic programming for optimization and complex system modeling. Machine Learning: Algorithms and techniques that enable machines to learn from data and improve performance over time. Probabilistic Reasoning: Bayesian networks, probabilistic graphical models, and uncertainty quantification in decision support systems.
  • Research Areas:
    Hybrid Approaches: Integration of multiple soft computing techniques to leverage their complementary strengths. Applications: Soft computing methodologies applied to various domains such as engineering, finance, healthcare, and environmental science. Metaheuristics: Swarm intelligence, ant colony optimization, and particle swarm optimization for global optimization problems. Data Mining: Soft computing techniques for extracting meaningful patterns and knowledge from large datasets. Bioinformatics: Applications of soft computing in genomics, proteomics, and biomedical data analysis.
  • Contributions:
    Soft Computing welcomes original research articles, reviews, and short communications that advance the theory, methods, and applications of soft computing. The journal encourages interdisciplinary research that combines soft computing with other fields to address complex problems.
  • Conclusion:
    Soft Computing serves as a vital platform for researchers, engineers, and practitioners to exchange ideas and advancements in soft computing methodologies. By publishing innovative research and practical applications, the journal contributes to the development and adoption of soft computing solutions across various domains.

  • Editor-in-Chief:  Antonio Di Nola

  • Scope: Soft computing methodologies: fuzzy logic, neural networks, evolutionary computation, and probabilistic reasoning
  • Hybrid approaches combining soft computing techniques
  • Applications in optimization, pattern recognition, image processing, data mining, and decision support systems
  • Real-world applications in engineering, finance, healthcare, and other domains
  • Theoretical advances and experimental results
  • Computational intelligence and machine learning techniques
  • Computational neuroscience and bioinformatics
  • Latest Research Topics for PhD in Machine Learning
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  • Print ISSN:  1432-7643

    Electronic ISSN:  1433-7479

  • Abstracting and Indexing:  Scopus, SCIE

  • Imapct Factor 2024:  2.5

  • Subject Area and Category:  Computer Science, Software Mathematics Geometry and Topology Theoretical Computer Science

  • Publication Frequency:  

  • H Index:  120

  • Best Quartile:

    Q1:  

    Q2:  Geometry and Topology

    Q3:  

    Q4:  

  • Cite Score:  8.1

  • SNIP:  1.045

  • Journal Rank(SJR):  0.674