Granular Computing

Scope & Guideline

Pioneering Research at the Intersection of Computing and Intelligence

Introduction

Explore the comprehensive scope of Granular Computing through our detailed guidelines, including its aims and scope. Stay updated with trending and emerging topics, and delve into declining areas to understand shifts in academic interest. Our guidelines also showcase highly cited topics, featuring influential research making a significant impact. Additionally, discover the latest published papers and those with high citation counts, offering a snapshot of current scholarly conversations. Use these guidelines to explore Granular Computing in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN2364-4966
PublisherSPRINGERNATURE
Support Open AccessNo
CountrySwitzerland
TypeJournal
Convergefrom 2016 to 2024
AbbreviationGRANULAR COMPUT / Granul. Comput.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressCAMPUS, 4 CRINAN ST, LONDON N1 9XW, ENGLAND

Aims and Scopes

Granular Computing focuses on advancing decision-making methodologies through the lens of fuzzy logic, multi-criteria decision-making (MCDM), and other computational intelligence paradigms. The journal emphasizes the development and application of novel aggregation operators, fuzzy set theories, and decision-making frameworks that cater to complex real-world problems.
  1. Multi-Criteria Decision-Making (MCDM):
    The journal extensively covers methodologies that facilitate decision-making processes involving multiple criteria, often utilizing fuzzy logic and various fuzzy set theories to enhance decision accuracy.
  2. Fuzzy Set Theory and Its Applications:
    Research published in this journal frequently explores advanced fuzzy set theories, including Pythagorean fuzzy sets, interval-valued fuzzy sets, and intuitionistic fuzzy sets, focusing on their applications in real-world scenarios.
  3. Aggregation Operators Development:
    A significant focus of the journal is on the development of new aggregation operators, such as the Hamacher, Einstein, and Dombi operators, which are crucial for synthesizing information from various sources in decision-making contexts.
  4. Granular Computing and Data Processing:
    The journal addresses methods of processing and interpreting data through granular computing techniques, which enhance the understanding and utility of information in decision-making.
  5. Applications in Various Domains:
    The journal showcases applications of fuzzy logic and decision-making methodologies across diverse fields, including healthcare, transportation, finance, and environmental management, demonstrating the versatility of its research themes.
The landscape of research within Granular Computing is evolving, with several themes gaining prominence in recent years. These emerging topics reflect the journal's responsiveness to contemporary challenges in decision-making.
  1. Advanced Fuzzy Set Theories:
    There is a noticeable increase in research focusing on advanced fuzzy set theories, such as Pythagorean fuzzy sets and q-rung orthopair fuzzy sets, which offer more flexibility and precision in modeling uncertainty compared to traditional fuzzy sets.
  2. Hybrid Decision-Making Approaches:
    Emerging trends show a growing interest in hybrid methodologies that combine various decision-making approaches, such as integrating fuzzy logic with machine learning techniques to enhance predictive accuracy and decision support.
  3. Artificial Intelligence (AI) Integration:
    The integration of AI technologies, including deep learning and neural networks, with fuzzy decision-making frameworks is on the rise, showcasing the journal's commitment to exploring innovative solutions to complex decision problems.
  4. Sustainability and Environmental Decision-Making:
    There is an increasing focus on applying granular computing methods to sustainability challenges, emphasizing decision-making frameworks that support environmental management and resource allocation.
  5. Health Informatics and Medical Decision-Making:
    Research in the area of health informatics is expanding, with a growing number of studies addressing medical decision-making processes using fuzzy logic and multi-criteria approaches, reflecting the journal's relevance in contemporary healthcare challenges.

Declining or Waning

While Granular Computing continues to thrive in various research areas, certain themes appear to be losing traction over time. The following sections highlight these waning scopes, indicating a shift in research focus.
  1. Traditional Fuzzy Logic Applications:
    There seems to be a decline in papers focusing on basic fuzzy logic applications without the integration of advanced techniques or hybrid models, as the field shifts towards more complex and nuanced approaches.
  2. Static Decision-Making Models:
    Research that relies solely on static models for decision-making is becoming less prevalent, as the journal increasingly emphasizes dynamic and adaptive methodologies that account for changing circumstances and uncertainties.
  3. Simple Aggregation Techniques:
    The journal has seen a decrease in the publication of works solely centered around traditional aggregation methods, indicating a preference for innovative and complex aggregation strategies that better address multi-criteria challenges.

Similar Journals

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Empowering Research in Artificial Intelligence and Beyond
Publisher: IOS PRESSISSN: 1064-1246Frequency: 12 issues/year

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS is a premier publication dedicated to advancing the field of artificial intelligence, fuzzy systems, and related engineering disciplines. Published by IOS PRESS, this journal plays a vital role in disseminating innovative research and methodologies that push the boundaries of knowledge from its inception in 1993 through 2024. With an impact factor underscoring its significance, it maintains a strong reputation for quality and rigor, achieving Q3 in Artificial Intelligence and Q2 in Engineering (miscellaneous) as reported in 2023. Researchers can access invaluable insights into current trends and applications, making it an essential resource for professionals and scholars alike. The journal welcomes contributions that bridge theoretical advancements and practical implementations, fostering a community of interdisciplinary collaboration. Situated in the heart of the Netherlands, the JOURNAL OF INTELLIGENT & FUZZY SYSTEMS is committed to enhancing understanding in the realms of mathematics, statistics, and probability, with Scopus rankings reflecting its competitive edge across various fields.

International Journal of Intelligent Computing and Cybernetics

Unleashing Potential in Intelligent Computing and Cybernetic Solutions
Publisher: EMERALD GROUP PUBLISHING LTDISSN: 1756-378XFrequency: 4 issues/year

The International Journal of Intelligent Computing and Cybernetics, published by EMERALD GROUP PUBLISHING LTD, serves as a pivotal platform for advancing the field of intelligent computing and cybernetics since its inception in 2008. With a strong focus on innovative research and interdisciplinary collaboration, this journal is positioned in the prestigious Q2 category of Computer Science, ranking at an impressive 42nd out of 232 in Scopus, reflecting an 82nd percentile performance. The journal provides a venue for scholars and practitioners to disseminate their findings on cutting-edge technologies and methodologies that bridge the realms of computing, artificial intelligence, and cybersecurity. Although currently not an open-access journal, it widely circulates valuable insights essential for driving forward academic discourse and practical applications in the rapidly evolving digital landscape. Researchers, professionals, and students are encouraged to engage with this journal to stay at the forefront of advancements in intelligent systems and cybernetic solutions.

Advances in Operations Research

Transforming Industries with Insightful Findings
Publisher: HINDAWI LTDISSN: 1687-9147Frequency: 1 issue/year

Advances in Operations Research, published by HINDAWI LTD, is a prominent peer-reviewed journal dedicated to the field of operations research, with a particular emphasis on innovative methodologies and applications that drive efficiency and performance across various industries. Established as an Open Access journal since 2009, it aims to provide unrestricted dissemination of research findings, thereby fostering accessibility and collaboration within the academic community. With an ISSN of 1687-9147 and E-ISSN of 1687-9155, the journal covers a broad spectrum of topics relevant to management science and operations research, and has been recognized for its contributions with a Q3 quartile ranking in its category for 2023. As of now, the journal is indexed in Scopus, ranking #131 out of 207 in the decision sciences category, placing it in the 36th percentile. The journal's commitment to advancing knowledge in operations research makes it an invaluable resource for researchers, professionals, and students seeking to explore cutting-edge theories and practices. For further insights and to access the latest research articles, please visit the journal’s website.

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING

Unlocking New Dimensions in Mathematical Logic.
Publisher: OLD CITY PUBLISHING INCISSN: 1542-3980Frequency: 6 issues/year

Journal of Multiple-Valued Logic and Soft Computing, published by Old City Publishing Inc, is a dedicated forum for advancing the fields of logic and soft computing. Since its inception in 2003, this journal has positioned itself as a valuable resource for researchers, professionals, and students interested in the complex interplay between multiple-valued logic systems and computational methodologies. With a broader reach into theoretical computer science, the journal is categorized in the Q4 quartiles across key areas, showcasing its role in disseminating relevant research despite its current position. This peer-reviewed publication silos essential discussions and breakthroughs that serve as a foundation for ongoing innovation in logic and computing theories. Though not currently open access, the journal continues to attract critical contributions that underscore its commitment to advancing knowledge in mathematical logic and software development through its effective symposium-like format, promoting collaboration among various stakeholders in the scientific community.

RAIRO-OPERATIONS RESEARCH

Transforming challenges into solutions through rigorous research.
Publisher: EDP SCIENCES S AISSN: 0399-0559Frequency: 1 issue/year

RAIRO-Operations Research is a distinguished journal published by EDP Sciences S A, focusing on the intricate fields of operations research, management science, and computer science applications. Established in 1977, this French-based journal encompasses a rich legacy of contributing to theoretical advancements and practical applications that equip researchers, professionals, and students with the insights necessary to navigate complex decision-making environments. With a notable Scopus ranking in various categories, including a Q3 position in Computer Science Applications, Management Science and Operations Research, and Theoretical Computer Science, the journal aims to foster innovation and share impactful research findings. As an insightful platform, RAIRO-Operations Research is essential for those seeking to deepen their understanding and enhance their expertise in operational methodologies, while also offering a range of access options for its wide readership. Delve into the journal to explore transformative research that pushes the boundaries of operations research.

International Journal of Fuzzy Logic and Intelligent Systems

Transforming Ideas into Intelligent Solutions
Publisher: KOREAN INST INTELLIGENT SYSTEMSISSN: 1598-2645Frequency: 4 issues/year

International Journal of Fuzzy Logic and Intelligent Systems, ISSN: 1598-2645, is a prestigious journal published by the Korean Institute of Intelligent Systems, dedicated to advancing the fields of Artificial Intelligence, Computational Theory and Mathematics, Computer Science Applications, Logic, and Signal Processing. Established to foster interdisciplinary research, this journal has quickly established its reputation, reaching a respectable Q3 quartile ranking across multiple categories in 2023. It serves as a vital resource for researchers, professionals, and students, offering insights into cutting-edge methodologies and innovative applications of fuzzy logic and intelligent systems. With a focus on disseminating high-quality research, the journal attracts contributions that drive the evolution of intelligent technologies and their practical implications. Published from South Korea, the journal is positioned to impact the global community, facilitating a deeper understanding of intelligent systems in various domains.

New Mathematics and Natural Computation

Exploring the Fusion of Mathematics and Nature's Logic
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 1793-0057Frequency: 3 issues/year

New Mathematics and Natural Computation, published by World Scientific Publishing Co Pte Ltd, is a pivotal journal in the realms of applied mathematics and computational theories, catering to a diverse audience of researchers, professionals, and students. With an ISSN of 1793-0057 and E-ISSN 1793-7027, this journal serves as a critical platform for disseminating innovative research and methods that intertwine mathematical theories with natural computation processes. Operating from Singapore, it emphasizes accessibility and collaboration in advancing interdisciplinary knowledge, despite its current Q4 rankings across relevant categories such as Applied Mathematics and Human-Computer Interaction—highlighting the journal’s commitment to growth and improvement in a competitive publishing landscape. As a source of insightful findings and applications in mathematics and computer science, it invites contributors to explore the dynamic intersections between these fields and foster academic dialogue. Researchers aiming to engage with cutting-edge advancements will find this journal instrumental for their work from its inaugural issue in 2012 through its projected publications into 2024.

Mathematical Foundations of Computing

Bridging Mathematics and Computing for a Digital Tomorrow
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.

Applied Computational Intelligence and Soft Computing

Exploring the Synergy of AI and Soft Computing
Publisher: HINDAWI LTDISSN: 1687-9724Frequency: 1 issue/year

Applied Computational Intelligence and Soft Computing, published by HINDAWI LTD, is a premier open access journal that has been disseminating critical research since 2009, focusing on the intersection of artificial intelligence and soft computing. With an impressive array of quartile rankings in 2023, including Q2 in Civil and Structural Engineering and Computational Mechanics, this journal has established itself as a significant contributor to the fields of computer science and engineering. Based in Egypt, it plays a vital role in advancing knowledge by providing researchers, professionals, and students with easy access to high-quality studies. The journal’s rigorous peer-review process ensures that only the most impactful research is highlighted, making it an essential resource for those looking to stay abreast of the latest innovations and methodological advancements in applied computational intelligence. Its Scopus rankings further affirm its influence and reputation within the academic community, exemplifying its commitment to facilitating collaboration and fostering intellectual discourse in various scientific domains.

Journal of Advanced Computational Intelligence and Intelligent Informatics

Connecting Minds in Computational Technologies
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.