Applied Computational Intelligence and Soft Computing

Scope & Guideline

Advancing the Frontier of Intelligence and Computing

Introduction

Delve into the academic richness of Applied Computational Intelligence and 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
ISSN1687-9724
PublisherHINDAWI LTD
Support Open AccessYes
CountryEgypt
TypeJournal
Convergefrom 2016 to 2024
AbbreviationAPPL COMPUT INTELL S / Appl. Comput. Intell. Soft Comput.
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressADAM HOUSE, 3RD FLR, 1 FITZROY SQ, LONDON W1T 5HF, ENGLAND

Aims and Scopes

The journal 'Applied Computational Intelligence and Soft Computing' primarily focuses on the integration of computational intelligence techniques and soft computing methodologies in solving complex real-world problems across various domains.
  1. Computational Intelligence Techniques:
    The journal emphasizes the application of computational intelligence methodologies such as neural networks, fuzzy systems, genetic algorithms, and swarm intelligence algorithms to address diverse challenges in fields like healthcare, environmental science, and engineering.
  2. Soft Computing Applications:
    The scope includes the use of soft computing approaches to enhance decision-making processes, optimize systems, and improve predictive modeling in various sectors, including finance, agriculture, and manufacturing.
  3. Interdisciplinary Research:
    A significant focus is placed on interdisciplinary research that combines elements of computer science, data science, mathematics, and domain-specific knowledge to develop innovative solutions.
  4. Data Analysis and Machine Learning:
    The journal covers the utilization of machine learning and data analysis techniques for predictive modeling, pattern recognition, and anomaly detection across numerous applications.
  5. Healthcare Innovations:
    Research contributions often highlight applications in healthcare, particularly in diagnostic systems, disease prediction, and personalized medicine, showcasing the potential of computational methods to improve health outcomes.
Recent publications in 'Applied Computational Intelligence and Soft Computing' indicate a shift towards certain trending themes that are gaining traction and relevance in the field.
  1. Deep Learning Applications:
    An increasing number of papers are dedicated to deep learning applications across various domains, including medical imaging, emotion recognition, and smart grid management, illustrating the growing importance of this technology.
  2. Hybrid Modeling Approaches:
    There is a trend towards hybrid models that combine multiple computational techniques, such as the integration of genetic algorithms with neural networks, to enhance performance and accuracy in complex problem-solving.
  3. Real-Time Data Processing and Analysis:
    Emerging research focuses on real-time data processing, particularly in the context of IoT and smart systems, indicating a shift towards applications that require immediate decision-making capabilities.
  4. Sustainable and Green Computing:
    Research themes related to sustainability, such as energy-efficient computing and environmental monitoring using computational intelligence, are becoming increasingly prominent as global awareness of environmental issues grows.
  5. Explainable AI and Responsible Computing:
    There is a rising interest in explainable AI methodologies that enhance the transparency and interpretability of machine learning models, reflecting a broader trend towards responsible and ethical computing practices.

Declining or Waning

While 'Applied Computational Intelligence and Soft Computing' has a broad range of research themes, certain areas appear to be declining in prominence based on recent publications.
  1. Traditional Statistical Methods:
    There is a noticeable decrease in the publication of papers focusing solely on traditional statistical methods for data analysis, as the field shifts towards more advanced computational techniques and machine learning approaches.
  2. Purely Theoretical Research:
    Research that is heavily theoretical, without practical applications or empirical validation, seems to be less favored, reflecting a trend towards applied studies that demonstrate real-world relevance.
  3. Generalized Algorithms without Specific Applications:
    The focus on developing generalized algorithms without clear application contexts is waning, as the journal increasingly favors papers that apply algorithms to specific, impactful problems.

Similar Journals

EXPERT SYSTEMS

Exploring the Frontiers of Expert Systems and AI Applications.
Publisher: WILEYISSN: 0266-4720Frequency: 10 issues/year

EXPERT SYSTEMS is a prestigious journal published by WILEY, dedicated to advancing the fields of Artificial Intelligence, Computational Theory and Mathematics, Control and Systems Engineering, and Theoretical Computer Science. Established in 1984, this journal has consistently provided a platform for rigorous research, showcasing innovative methodologies and applications that drive the future of intelligent systems. With an impressive impact factor and Scopus rankings placing it among the top quartiles within its categories, EXPERT SYSTEMS is a vital resource for researchers, professionals, and students seeking to deepen their understanding of complex systems and their applications. The journal is not currently an Open Access publication, emphasizing its commitment to high-quality, peer-reviewed research that impacts the global academic community. With a convergence year extending to 2024, it prepares to continue its legacy as a cornerstone of knowledge in these dynamic fields.

International Journal of Computational Intelligence and Applications

Innovative Insights in Computational Applications
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.

SOFT COMPUTING

Driving Excellence in Soft Computing Research
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 Modeling Simulation and Scientific Computing

Advancing the Frontiers of Simulation and Computing
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 1793-9623Frequency: 6 issues/year

The International Journal of Modeling Simulation and Scientific Computing, published by WORLD SCIENTIFIC PUBL CO PTE LTD, is a pivotal resource in the realms of Computer Science Applications and Modeling and Simulation. With an ISSN of 1793-9623 and an E-ISSN of 1793-9615, this journal serves as a platform for innovative and high-quality research from 2010 to 2024, contributing to the advancement of methodologies and applications in various scientific fields. Although currently categorized in the Q4 quartile for both recognized domains and positioned in the 42nd and 36th percentiles in the Scopus rankings for Mathematics and Computer Science respectively, the journal encourages scholarly exchange and fosters the integration of modeling and computational analysis in scientific research. Researchers, professionals, and students alike will find this journal an essential tool to stay updated with trends, methodologies, and cutting-edge findings in simulation and computational techniques that drive scientific inquiry today.

International Journal of Software Science and Computational Intelligence-IJSSCI

Fostering Innovation in Computational Intelligence
Publisher: IGI GLOBALISSN: 1942-9045Frequency: 4 issues/year

International Journal of Software Science and Computational Intelligence (IJSSCI) is a prominent academic journal published by IGI Global, dedicated to advancing the fields of software science and computational intelligence. With its ISSN 1942-9045 and E-ISSN 1942-9037, IJSSCI offers a platform for researchers, practitioners, and students to disseminate innovative research findings, theoretical advancements, and practical applications in areas such as algorithm development, machine learning, and software engineering. Although the journal currently does not operate under an open access model, its rigorous peer-review process ensures high-quality publications that contribute significantly to the academic discourse. Based in Hershey, PA, IJSSCI is recognized for its commitment to fostering collaboration among professionals in the technology and computer science fields, making it an essential resource for those looking to stay at the forefront of software science advancements.

APPLIED INTELLIGENCE

Pioneering practical solutions through applied AI research.
Publisher: SPRINGERISSN: 0924-669XFrequency: 12 issues/year

Applied Intelligence is a prominent peer-reviewed journal that has been instrumental in advancing the field of Artificial Intelligence since its inception in 1991. Published by Springer, a reputable name in academic publishing, the journal focuses on the innovative applications of intelligent systems, algorithms, and methodologies across various disciplines. With an impressive Q2 ranking in the Artificial Intelligence category for 2023, and a Scopus rank of #117 out of 350 in its field, Applied Intelligence is recognized for its significant contributions and rigorous standards. The journal is accessed primarily through subscription, ensuring that high-quality research reaches the academic community and industry professionals alike. Its commitment to disseminating cutting-edge research makes it an invaluable resource for researchers, practitioners, and students interested in the practical implications of AI advancements. Join a community dedicated to exploring the transformative power of artificial intelligence and stay ahead in this ever-evolving field!

NEUROCOMPUTING

Bridging Neuroscience and Artificial Intelligence
Publisher: ELSEVIERISSN: 0925-2312Frequency: 18 issues/year

NEUROCOMPUTING is a premier academic journal published by ELSEVIER, specializing in the interdisciplinary fields of Artificial Intelligence, Cognitive Neuroscience, and Computer Science Applications. With an impressive impact factor and a Q1 ranking in its relevant categories for 2023, NEUROCOMPUTING is recognized as a leader in fostering innovative research and providing a platform for ground-breaking studies. The journal’s scope covers the convergence of neural computation and artificial intelligence, making it essential reading for researchers and professionals seeking to explore the latest advancements and applications in these dynamic fields. For those interested in the cutting-edge intersection of neuroscience and computational techniques, NEUROCOMPUTING offers a wealth of knowledge that significantly contributes to both theoretical and practical advancements. The journal is dedicated to publishing high-quality, peer-reviewed articles and is an invaluable resource for students and established scholars alike, looking to stay at the forefront of research trends.

JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Fostering excellence in theoretical and practical computer science.
Publisher: ACADEMIC PRESS INC ELSEVIER SCIENCEISSN: 0022-0000Frequency: 8 issues/year

The Journal of Computer and System Sciences is a distinguished publication founded in 1967 and continually striving to push the boundaries of knowledge in computer science and applied mathematics. Published by Academic Press Inc, Elsevier Science, this journal boasts impressive credentials, holding a Q1 quartile ranking across multiple categories including Applied Mathematics, Computational Theory and Mathematics, Computer Networks and Communications, and Theoretical Computer Science as of 2023. With a focus on innovative research and comprehensive theoretical developments, this journal serves as a pivotal forum for authors and readers alike, facilitating cutting-edge contributions to the field. The journal is not currently open access, providing a curated selection of high-quality articles for its subscription residents. By engaging with this journal, researchers, professionals, and students can gain insight into the latest trends, prominent methodologies, and significant findings that shape the modern landscape of computing and systems analysis.

Journal of Advanced Computational Intelligence and Intelligent Informatics

Exploring the Future of Intelligent Systems
Publisher: FUJI TECHNOLOGY PRESS LTDISSN: 1343-0130Frequency: 6 issues/year

The Journal of Advanced Computational Intelligence and Intelligent Informatics, published by FUJI TECHNOLOGY PRESS LTD, stands as a pivotal platform in the fields of Artificial Intelligence, Computer Vision, and Human-Computer Interaction. Established in 1997, this Open Access journal has been providing accessible insights into the latest advancements in computational intelligence and informatics since 2007. With its ISSN 1343-0130 and E-ISSN 1883-8014, this journal invites a diverse readership, including researchers, professionals, and students eager to explore innovative methodologies and applications. Despite its current Q4 ranking in the relevant categories, the journal remains committed to contributing valuable knowledge to the academic community and enhancing the global discourse in computational technologies. With its focus on fostering communication and collaboration among scholars, the journal plays an essential role in driving forward the understanding of intelligent systems and their applications in various domains.

International Journal of Swarm Intelligence Research

Fostering Innovation through Natural Systems Principles
Publisher: IGI GLOBALISSN: 1947-9263Frequency: 4 issues/year

International Journal of Swarm Intelligence Research, published by IGI Global, stands at the forefront of research in the dynamic field of artificial intelligence, focusing specifically on swarm intelligence and its applications. With an ISSN of 1947-9263 and an E-ISSN of 1947-9271, this journal has carved a niche within academia since its inception, boasting a commendable Q3 rank in the categories of Artificial Intelligence, Computational Theory and Mathematics, and Computer Science Applications as of 2023. The journal spans vital research from the years 2017 to 2024, fostering an environment that welcomes innovative studies that apply natural systems principles to computational methodologies. Although not classified as Open Access, the journal remains accessible to a broad audience, providing vital insights and fostering discussion among researchers, professionals, and students delving into cutting-edge swarm intelligence topics. As such, this journal is an essential resource for those aiming to advance their understanding and application of these transformative technologies.