APPLIED SOFT COMPUTING

Scope & Guideline

Empowering technology with cutting-edge soft computing insights.

Introduction

Delve into the academic richness of APPLIED SOFT COMPUTING with our guidelines, detailing its aims and scope. Our resource identifies emerging and trending topics paving the way for new academic progress. We also provide insights into declining or waning topics, helping you stay informed about changing research landscapes. Evaluate highly cited topics and recent publications within these guidelines to align your work with influential scholarly trends.
LanguageEnglish
ISSN1568-4946
PublisherELSEVIER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 2001 to 2024
AbbreviationAPPL SOFT COMPUT / Appl. Soft. Comput.
Frequency12 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressRADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS

Aims and Scopes

The journal 'Applied Soft Computing' focuses on the intersection of soft computing methodologies and practical applications across various domains. It aims to publish high-quality research that advances the theoretical foundations and practical implementations of soft computing techniques.
  1. Soft Computing Techniques:
    The journal emphasizes the development and application of soft computing techniques including fuzzy logic, neural networks, evolutionary algorithms, and swarm intelligence.
  2. Interdisciplinary Applications:
    Research published spans multiple disciplines, showcasing the versatility of soft computing in fields such as healthcare, finance, engineering, and environmental science.
  3. Real-World Problem Solving:
    The focus is on practical applications that address real-world problems, demonstrating the effectiveness of soft computing methods in solving complex, uncertain, or imprecise issues.
  4. Innovative Hybrid Approaches:
    The journal encourages innovative hybrid methodologies that combine different soft computing techniques to enhance performance and applicability in various scenarios.
  5. Benchmarking and Comparative Studies:
    It also promotes studies that benchmark soft computing methods against traditional approaches, highlighting their advantages in specific contexts.
The journal is witnessing a rise in interest in several innovative and emerging research themes that leverage soft computing techniques. These trends reflect the evolving landscape of research and technology.
  1. Deep Learning Integration:
    There is a significant increase in research that integrates deep learning with soft computing techniques, particularly in applications like image recognition, natural language processing, and time series forecasting.
  2. Hybrid Models and Algorithms:
    The trend towards developing hybrid models that combine various soft computing techniques with traditional algorithms is gaining momentum, showcasing enhanced performance in complex problem-solving.
  3. Sustainability and Environmental Applications:
    Research focused on sustainability, including energy management, resource allocation, and environmental monitoring, is increasingly prevalent, indicating a broader societal shift towards ecological concerns.
  4. Healthcare Innovations:
    The application of soft computing in healthcare, including diagnostics, patient monitoring, and treatment optimization, has seen a notable rise, reflecting the growing intersection of technology and health.
  5. Real-Time and Adaptive Systems:
    Emerging trends include the development of real-time adaptive systems that utilize soft computing for dynamic decision-making in various applications, such as autonomous vehicles and smart grids.

Declining or Waning

While 'Applied Soft Computing' has consistently covered a broad range of topics, certain themes have shown a decline in prominence in recent years. This may reflect shifting research interests or the maturation of certain methodologies.
  1. Basic Theoretical Studies:
    There has been a noticeable decrease in purely theoretical papers that do not directly address practical applications or case studies, as researchers shift focus towards applied methodologies.
  2. Traditional Machine Learning:
    Traditional machine learning methods are appearing less frequently as more complex and hybrid approaches, particularly those that integrate soft computing techniques, gain popularity.
  3. Single-Method Approaches:
    Research focusing solely on a single soft computing technique without integration or hybridization is becoming less common, indicating a trend towards more complex solutions.
  4. Static System Optimizations:
    Papers dealing with static optimization problems are waning, as there is a growing interest in dynamic and adaptive systems that can respond to changing environments.

Similar Journals

Progress in Artificial Intelligence

Exploring Tomorrow's AI, Today
Publisher: SPRINGERNATUREISSN: 2192-6352Frequency: 4 issues/year

Progress in Artificial Intelligence is a leading journal published by SpringerNature, dedicated to advancing knowledge and research in the field of artificial intelligence. With a strong emphasis on the latest developments from 2012 through 2024, this journal enjoys a prominent position, holding a Q2 ranking in the prestigious Artificial Intelligence category for 2023, as well as achieving an impressive ranking of 64 out of 350 in the Computer Science - Artificial Intelligence category on Scopus, placing it in the 81st percentile. Progress in Artificial Intelligence serves as an essential platform for researchers, professionals, and students seeking to share innovative algorithms, applications, and theoretical advancements. Although it operates under a subscription model, its commitment to disseminating high-quality research and fostering collaboration in the AI community significantly contributes to the ongoing evolution of this exciting discipline.

FUZZY SETS AND SYSTEMS

Unlocking Potential in Artificial Intelligence and Beyond
Publisher: ELSEVIERISSN: 0165-0114Frequency: 24 issues/year

Fuzzy Sets and Systems, published by Elsevier, is a leading international journal that delves into the intricate field of fuzzy logic and its applications in various domains, including artificial intelligence and computational mathematics. With a significant impact within its categories—ranking Q2 in Artificial Intelligence and Q1 in Logic for 2023—this journal offers a robust platform for scholars to share cutting-edge research and developments. Focusing on the application of fuzzy set theory to enhance decision-making processes, modeling, and data analysis, it caters to a diverse audience of researchers, industry professionals, and advanced students. The journal's rigorous review process and prestigious ranking, evidenced by its impressive Scopus metrics—2nd in Mathematics & Logic and 120th in Computer Science—underscore its importance in the academic landscape. Contributors are encouraged to explore innovative methodologies, theoretical advancements, and interdisciplinary approaches. Fuzzy Sets and Systems continues to serve as a vital resource for advancing knowledge and fostering collaboration within the fuzzy logic community.

SOFT COMPUTING

Exploring the Frontiers of Soft Computing
Publisher: SPRINGERISSN: 1432-7643Frequency: 12 issues/year

SOFT COMPUTING is a premier international journal published by Springer, focusing on the interdisciplinary field of soft computing, which includes areas such as fuzzy logic, neural networks, genetic algorithms, and their applications. With an ISSN of 1432-7643 and E-ISSN 1433-7479, the journal is based in Germany and contributes significantly to the advancement of knowledge in its fields, boasting an impressive Scopus ranking that places it in the top echelons of Geometry and Topology, Theoretical Computer Science, and Software categories. In the 2023 category quartiles, it has achieved Q2 rankings in multiple disciplines, reflecting its high-quality research contributions. Though not Open Access, the journal's rigor and relevance to contemporary issues make it a favored resource for researchers, professionals, and students alike. From its inception in 2000 and spanning across the years until 2024, SOFT COMPUTING continues to serve as a robust platform for innovative research and theoretical advancements, making it an essential read for anyone engaged in the rapidly evolving landscape of computational intelligence.

International Journal of Automation and Computing

Elevating Knowledge in Applied Mathematics and Control Systems
Publisher: SPRINGERNATUREISSN: 1476-8186Frequency: 6 issues/year

International Journal of Automation and Computing, published by SPRINGERNATURE, is a premier academic journal dedicated to advancing knowledge in the fields of applied mathematics, computer science applications, control and systems engineering, and modeling and simulation. With an impressive impact factor and consistently ranked in the Q1 Quartile for its respective categories in 2023, the journal is recognized for its high-quality research and contributions to the automation and computing sectors. This journal provides open access to its articles, promoting the dissemination of innovative ideas and methodologies across a global audience. Based in China but serving an international community, the journal is key for researchers, professionals, and students looking to stay at the forefront of automation and computing technologies. Its rigorous peer-review process ensures that published works meet the highest scientific standards, making it an essential resource for those seeking to deepen their understanding and engage in cutting-edge research.

Grey Systems-Theory and Application

Unlocking the Potential of Grey Systems Theory and Application
Publisher: EMERALD GROUP PUBLISHING LTDISSN: 2043-9377Frequency: 4 issues/year

Grey Systems - Theory and Application is a premier journal dedicated to advancing the field of grey systems theory, which plays a pivotal role in addressing uncertainties in complex systems across various domains. Published by Emerald Group Publishing Ltd in the United Kingdom, this journal has established itself as a respected platform for innovative research, boasting a commendable 2023 impact factor reflected in its Q2 categorization in applied mathematics, computer science, and control systems engineering. With Scopus rankings placing it in the top tiers of its fields, it provides a robust forum for researchers, professionals, and students to explore theoretical developments and practical applications. The journal, which has been converged from 2011 to 2024, encourages open conversations on the theoretical underpinnings and real-world implications of grey systems, making it an essential resource for those looking to deepen their understanding and contribute meaningfully to this dynamic area of study.

Mathematical Foundations of Computing

Catalyzing Innovation in Artificial Intelligence and Beyond
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: Frequency: 4 issues/year

Mathematical Foundations of Computing, published by the American Institute of Mathematical Sciences (AIMS), is a distinguished open-access journal that has been actively disseminating influential research in the fields of Artificial Intelligence, Computational Mathematics, Computational Theory and Mathematics, and Theoretical Computer Science since its inception in 2009. With its E-ISSN 2577-8838, this journal is committed to providing researchers and practitioners with cutting-edge mathematical theories and methodologies that underpin modern computational practices, which is critical for advancing the field. The journal proudly holds a Q3 categorization in several relevant domains as of 2023, reflecting its contribution and accessibility amid an evolving academic landscape. By offering open access to its content, it ensures that vital research is freely available to a global audience, enhancing collaboration and innovation. Positioned in the heart of the United States, Mathematical Foundations of Computing serves as a crucial resource for advancing knowledge and fostering discussions among researchers, professionals, and students passionate about the mathematical underpinnings of computing.

Evolutionary Intelligence

Exploring the Synergy of Intelligence Across Disciplines
Publisher: SPRINGER HEIDELBERGISSN: 1864-5909Frequency: 4 issues/year

Evolutionary Intelligence is a prestigious journal published by Springer Heidelberg, dedicated to the interdisciplinary study of Artificial Intelligence, Cognitive Neuroscience, Computer Vision, and Mathematics. With its ISSN 1864-5909 and E-ISSN 1864-5917, the journal has established a significant presence in the academic community since its inception in 2008. Spanning a diverse range of topics relevant to both theoretical and empirical research, it has achieved impressive rankings, including Q3 in Artificial Intelligence and Cognitive Neuroscience, and Q2 in Computer Vision and Pattern Recognition as of 2023. With a strong Scopus ranking that places it in the top quartiles of its field, Evolutionary Intelligence serves as an essential platform for scholars and practitioners seeking to advance knowledge and foster innovation in these dynamic fields. Researchers, professionals, and students alike will find invaluable insights and cutting-edge findings that challenge existing paradigms and inspire future explorations in intelligence-related studies.

International Journal of Computational Intelligence and Applications

Advancing the Frontier of Computational Intelligence
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 1469-0268Frequency: 4 issues/year

The International Journal of Computational Intelligence and Applications, published by WORLD SCIENTIFIC PUBL CO PTE LTD, is a prominent journal dedicated to advancing the field of computational intelligence and its applications, with a keen focus on innovative methodologies and theoretical frameworks. With an impact factor reflective of its growing influence, the journal is classified in Q3 for Computer Science Applications and holds Q4 standings in both Software and Theoretical Computer Science as of 2023, showcasing its critical niche within these disciplines. Established in 2008 and converging through 2024, this journal serves as a vital resource for researchers, professionals, and students in Singapore and beyond, promoting scholarly communication and collaboration. Although it is a non-open access journal, it still provides a wealth of information that is readily accessible through institutional subscriptions and library resources. Researchers contributing to the journal benefit from its wide reach and dedicated readership, making it a substantial platform to disseminate groundbreaking research and insights.

Natural Computing

Innovating Through Nature's Computational Wisdom
Publisher: SPRINGERISSN: 1567-7818Frequency: 4 issues/year

Natural Computing is a leading peer-reviewed journal published by Springer, focusing on the interdisciplinary study of natural computation methods and their applications across various domains. With an ISSN of 1567-7818 and an E-ISSN of 1572-9796, this journal has established itself as vital in the field of Computer Science Applications, as reflected in its esteemed Q2 quartile ranking and a Scopus rank of #358 among 817 journals, placing it in the 56th percentile. Based in the Netherlands, Natural Computing covers a diverse range of topics, including computational models inspired by natural systems, evolutionary algorithms, and swarm intelligence. Seeking to bridge the gap between theoretical research and practical applications, this journal serves researchers, professionals, and students by providing insights and advancements in the field. With a commitment to fostering innovation, Natural Computing aims to push the boundaries of understanding in computational methods inspired by nature, making it an essential resource for those looking to contribute to and stay updated within this dynamic area.

TWMS Journal of Applied and Engineering Mathematics

Transforming Ideas into Solutions in Applied Mathematics
Publisher: TURKIC WORLD MATHEMATICAL SOCISSN: 2146-1147Frequency: 2 issues/year

TWMS Journal of Applied and Engineering Mathematics, published by TURKIC WORLD MATHEMATICAL SOC, is a distinguished open-access journal that has been contributing to the field of applied mathematics since 2011. With a focus on theoretical and practical applications spanning various areas including Computational Mathematics, Control and Optimization, and Numerical Analysis, this journal serves as a vital resource for researchers and professionals looking to disseminate and access quality research. Although currently positioned in the Q4 quartile across several mathematical categories in 2023, the journal aims to provide a platform for innovative research, fostering collaboration and knowledge sharing among scholars worldwide. Located in Turkey, this journal emphasizes accessible content, inviting a diverse audience to explore breakthroughs and advancements in mathematical sciences. With its broad spectrum of topics, TWMS Journal not only enriches academic discourse but also plays a crucial role in supporting the development of new methodologies and technologies in engineering and applied mathematics.