EXPERT SYSTEMS

Scope & Guideline

Pioneering Research in Artificial Intelligence and Beyond.

Introduction

Welcome to the EXPERT SYSTEMS information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of EXPERT SYSTEMS, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN0266-4720
PublisherWILEY
Support Open AccessNo
CountryUnited Kingdom
TypeJournal
Convergefrom 1984 to 2024
AbbreviationEXPERT SYST / Expert Syst.
Frequency10 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
Address111 RIVER ST, HOBOKEN 07030-5774, NJ

Aims and Scopes

The journal 'EXPERT SYSTEMS' focuses on the intersection of artificial intelligence, machine learning, and expert systems, providing a platform for innovative research and applications in these fields. The journal encompasses a wide array of methodologies and applications that leverage advanced computational techniques to solve complex problems across various domains.
  1. Artificial Intelligence and Machine Learning Applications:
    The journal publishes research that applies AI and machine learning techniques to diverse fields, including healthcare, finance, and environmental studies, showcasing how these technologies can enhance decision-making and predictive accuracy.
  2. Expert Systems Development:
    Research on the design, implementation, and evaluation of expert systems is a core focus, emphasizing rule-based systems, fuzzy logic, and decision support systems that aid in complex problem-solving.
  3. Data Science and Analytics:
    Papers often explore data-driven methodologies, including big data analytics, predictive modeling, and statistical analysis, to extract meaningful insights from large datasets.
  4. Optimization Techniques:
    The journal covers various optimization strategies, including metaheuristic and evolutionary algorithms, that enhance the performance of AI systems and improve computational efficiency.
  5. Interdisciplinary Applications:
    Research often spans multiple disciplines, demonstrating the versatility of expert systems and AI in areas such as agriculture, healthcare, cybersecurity, and smart cities.
The journal 'EXPERT SYSTEMS' has seen a surge in several emerging themes that reflect current trends in technology and research needs, indicating a vibrant evolution of the field.
  1. Generative Models and Adversarial Learning:
    There is a growing interest in generative adversarial networks (GANs) and similar models, which are being applied to various domains including image generation, anomaly detection, and data augmentation.
  2. Federated Learning:
    Federated learning is emerging as a significant trend, enabling decentralized model training while preserving data privacy, particularly relevant in healthcare and IoT applications.
  3. Explainable AI (XAI):
    Research focused on the interpretability and transparency of AI models is trending, as stakeholders demand clearer insights into decision-making processes of complex algorithms.
  4. Integration of AI with IoT:
    Papers increasingly explore the integration of AI with Internet of Things (IoT) technologies, highlighting applications in smart cities, healthcare monitoring, and automated systems.
  5. Multimodal Learning:
    There is a rising trend in research that combines data from multiple sources (e.g., text, images, and signals) to enhance the performance of machine learning models, reflecting the complexity of real-world applications.

Declining or Waning

While 'EXPERT SYSTEMS' continues to thrive in many areas, certain themes have become less prevalent in recent publications, indicating a potential shift in focus or a saturation of research in these topics.
  1. Traditional Rule-Based Systems:
    There has been a noticeable decline in papers focused solely on traditional rule-based expert systems, possibly due to the growing interest in more adaptive and learning-based approaches such as neural networks.
  2. Basic Statistical Methods:
    Research employing basic statistical techniques without the integration of advanced machine learning frameworks appears to be waning, as the field moves toward more sophisticated and automated data analysis methods.
  3. Narrow Domain Applications:
    Studies that apply expert systems to highly specialized or narrow domains are becoming less common, as researchers seek broader applications that can demonstrate the versatility of AI technologies.
  4. Manual Feature Engineering:
    As deep learning techniques gain traction, the reliance on manual feature engineering in machine learning models is declining, with more emphasis on automated feature extraction methods.

Similar Journals

International Journal of Fuzzy Systems

Advancing Knowledge in Fuzzy Systems and Artificial Intelligence
Publisher: SPRINGER HEIDELBERGISSN: 1562-2479Frequency: 8 issues/year

The International Journal of Fuzzy Systems, published by SPRINGER HEIDELBERG, is a premier platform for disseminating cutting-edge research in the fields of Artificial Intelligence, Control and Systems Engineering, Computational Theory and Mathematics, and more. With an impressive impact factor reflected in its Q2 category rankings across various domains, this journal serves as a vital resource for researchers, professionals, and students eager to explore the applications of fuzzy logic in solving complex real-world problems. Established in 2004, the journal continues to contribute significantly to theoretical advancements and practical implementations in areas such as information systems and software engineering. The journal does not offer Open Access, ensuring a curated audience of engaged readers and contributors. Its rigorous peer-review process guarantees high-quality publications that resonate within the scientific community. For those interested in the intersection of theoretical insights and practical applications, the International Journal of Fuzzy Systems stands out as an essential venue for knowledge exchange and innovation.

International Journal of Modeling Simulation and Scientific Computing

Innovating Methodologies for Tomorrow's Scientific Challenges
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 Applied Mathematics and Computer Science

Connecting Ideas, Inspiring Solutions in Applied Mathematics and Computer Science
Publisher: SCIENDOISSN: 1641-876XFrequency: 4 issues/year

The International Journal of Applied Mathematics and Computer Science is a premier open-access journal published by SCIENDO, dedicated to advancing knowledge in the interdisciplinary fields of applied mathematics, computer science, and engineering. Since its inception in 2001, the journal has continually provided a platform for researchers to publish high-quality, peer-reviewed articles, contributing significantly to its fields, as evidenced by its strong Q2 quartile rankings in 2023 across key disciplines. With a notable impact factor and ranking within the Scopus database—#135 in Applied Mathematics and #45 in Computer Science—the journal emphasizes innovative research and practical applications. Open access since 2014, it has aimed to foster collaboration and ensure that vital scientific knowledge is accessible to a broader audience, positioning itself as an essential resource for researchers, professionals, and students seeking to stay on the cutting edge of technological and mathematical advancements.

Studies in Informatics and Control

Exploring Cutting-Edge Research in Technology
Publisher: NATL INST R&D INFORMATICS-ICIISSN: 1220-1766Frequency: 4 issues/year

Studies in Informatics and Control is a distinguished academic journal published by the NATL INST R&D INFORMATICS-ICI, specializing in the interdisciplinary fields of Computer Science and Electrical and Electronic Engineering. With an ISSN of 1220-1766 and a recognized standing within its field, this journal aims to foster innovation and disseminate high-quality research findings from 2010 through 2024. It maintains a significant presence in the academic landscape, holding a Q3 ranking in both Computer Science (miscellaneous) and Electrical and Electronic Engineering categories for 2023, which underscores its commitment to advancing knowledge and technology in these areas. While the journal is not open access, it provides valuable insights and results that are essential for researchers, professionals, and students striving to develop their expertise in informatics and control systems. Based in Romania, its contributions traverse international boundaries, appealing to a global audience keen on the latest developments and trends within these rapidly evolving fields.

International Journal of Machine Learning and Cybernetics

Pioneering Research in AI and Computer Vision
Publisher: SPRINGER HEIDELBERGISSN: 1868-8071Frequency: 6 issues/year

International Journal of Machine Learning and Cybernetics, published by SPRINGER HEIDELBERG, serves as a pivotal platform for scholars and practitioners in the fields of Artificial Intelligence, Computer Vision, and Software Engineering. With its impressive Q2 and Q1 rankings in esteemed categories such as Artificial Intelligence and Computer Vision and Pattern Recognition, this journal boasts a commendable reputation within the academic community, further solidified by its Scopus rankings that place it in the top percentiles of its category. This journal covers critical advancements and research trends spanning the years from 2010 to 2024, facilitating knowledge exchange that drives innovation in machine learning and cybernetics. Although it operates under a subscription model, it remains accessible for extensive readership, comprising researchers, professionals, and students eager to advance their understanding in this dynamic and rapidly evolving discipline. Stay at the forefront of technology by engaging with the latest findings and methodologies published in this influential journal, identified by its ISSN 1868-8071 and E-ISSN 1868-808X.

International Journal of Computational Intelligence and Applications

Unveiling the Future of Intelligent Computing Solutions
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.

Journal of Computational Science

Empowering Innovation Through Computational Insights
Publisher: ELSEVIERISSN: 1877-7503Frequency: 9 issues/year

The Journal of Computational Science, published by Elsevier, is a premier academic journal that serves as a vital platform for researchers and professionals in the fields of computer science, modeling, and simulation. With an ISSN of 1877-7503 and an E-ISSN of 1877-7511, this journal focuses on the latest advances in computational methodologies and their applications, fostering interdisciplinary dialogue and collaboration. As of 2023, it holds an impressive Q2 ranking in multiple categories, including Computer Science (miscellaneous), Modeling and Simulation, and Theoretical Computer Science, showcasing its relevance and impact within the scholarly community. The journal features comprehensive research articles, reviews, and case studies that contribute significantly to the understanding and development of computational techniques. With its high standing in Scopus rankings, including a 79th percentile ranking in Mathematics - Modeling and Simulation, the Journal of Computational Science is an essential resource for anyone seeking to advance their knowledge and research in this dynamic field.

ACM Transactions on Cyber-Physical Systems

Advancing the Future of Cyber-Physical Integration
Publisher: ASSOC COMPUTING MACHINERYISSN: 2378-962XFrequency: 4 issues/year

ACM Transactions on Cyber-Physical Systems, published by the Association for Computing Machinery, is a premier journal dedicated to the interdisciplinary fields of cyber-physical systems (CPS), which bridge the gap between computational algorithms and physical processes. Established in 2017, this journal has rapidly gained recognition with an impressive categorization in top-tier quartiles, achieving Q1 in Control and Optimization and Q2 in several other significant areas including Artificial Intelligence and Computer Networks. Its Scopus rankings further enhance its credibility, demonstrating a strong impact in multiple domains of computer science. While this journal is not Open Access, it remains a vital resource for researchers and practitioners looking to stay at the forefront of credible research and innovation within the rapidly-evolving realm of CPS. The journal's objective is to foster knowledge exchange and promote advancements in technology, aiming to address both theoretical and practical challenges in the integration of computing and physical systems. By featuring high-quality, peer-reviewed articles, the ACM Transactions on Cyber-Physical Systems continues to shape the future of technology and invites contributions from scholars eager to push boundaries in this dynamic field.

EXPERT SYSTEMS WITH APPLICATIONS

Bridging Theory and Application in Expert Systems
Publisher: PERGAMON-ELSEVIER SCIENCE LTDISSN: 0957-4174Frequency: 24 issues/year

EXPERT SYSTEMS WITH APPLICATIONS is a premier journal published by PERGAMON-ELSEVIER SCIENCE LTD, dedicated to showcasing cutting-edge research in the fields of Artificial Intelligence, Computer Science Applications, and Engineering. With an esteemed Q1 ranking across multiple categories, this journal not only reflects high-quality scholarship but also plays a pivotal role in advancing the application of expert systems and intelligent technologies in various sectors. Operating from the United Kingdom, it features a wide range of insightful articles that address complex challenges and offer innovative solutions through interdisciplinary approaches. Researchers and practitioners can access invaluable resources to inform their work, contributing to the journal's strong reputation and growing readership. With its convergence of relevant technologies from 1990 to 2025, EXPERT SYSTEMS WITH APPLICATIONS stands as an essential source for those aiming to push the boundaries of knowledge in these thriving fields, making it a key platform for both established experts and emerging scholars.

Complex & Intelligent Systems

Empowering Research with Open Access Visibility
Publisher: SPRINGER HEIDELBERGISSN: 2199-4536Frequency: 6 issues/year

Complex & Intelligent Systems, published by SPRINGER HEIDELBERG, stands at the forefront of multidisciplinary research, focusing on the convergence of Artificial Intelligence, Computational Mathematics, and Engineering. With its rigorous peer-review process and impressive recognition within the academic community, this journal proudly holds a Q1 ranking in its respective categories for 2023, including a remarkable rank of #7 in Computational Mathematics out of 189 journals. Since transitioning to Open Access in 2015, Complex & Intelligent Systems has fostered accessibility and visibility for groundbreaking research, allowing professionals, students, and scholars worldwide to engage with high-impact studies. Hosted in the vibrant academic landscape of Switzerland, it not only enriches the scientific dialogue but also encourages innovative approaches to complex system analyses and intelligent solutions. With an unwavering commitment to advancing knowledge in evolving fields, this journal invites contributions that push the boundaries of research and application.