EXPERT SYSTEMS

Scope & Guideline

Transforming Ideas into Impactful Intelligent Systems Research.

Introduction

Explore the comprehensive scope of EXPERT SYSTEMS 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 EXPERT SYSTEMS in depth and align your research initiatives with current academic trends.
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 Applied Mathematics and Computer Science

Exploring the Frontiers of 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.

International Journal of Knowledge-Based and Intelligent Engineering Systems

Pioneering Insights in Knowledge-Driven Engineering
Publisher: IOS PRESSISSN: 1327-2314Frequency: 4 issues/year

The International Journal of Knowledge-Based and Intelligent Engineering Systems, published by IOS PRESS, serves as a vital platform for scholars and practitioners involved in the fields of Artificial Intelligence, Control and Systems Engineering, and Software Development. Founded in 2004 and continuously publishing through to 2024, this journal stands out with its comprehensive coverage of innovative methodologies and applications that leverage knowledge-based systems. Although currently listed in Q4 for Artificial Intelligence and Q3 for Control and Systems Engineering, it features an increasing trajectory in the scientific community, as indicated by its rankings in Scopus—which reflects the growing importance of intelligent engineering systems in contemporary research. With a commitment to disseminating cutting-edge research without open access constraints, this journal is essential for those seeking to understand and contribute to advancements in intelligent systems. Join a global community of researchers and industry leaders by engaging with the latest findings shared in this well-regarded journal.

International Journal of Automation and Computing

Advancing Innovation in Automation and Computing
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.

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.

Complex & Intelligent Systems

Fostering Global Conversations in Complexity and Innovation
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.

International Journal of Computational Intelligence and Applications

Exploring New Horizons in 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.

International Journal of Innovative Computing Information and Control

Fostering innovation through rigorous peer-reviewed research.
Publisher: ICIC INTISSN: 1349-4198Frequency: 6 issues/year

International Journal of Innovative Computing Information and Control, published by ICIC INT, is a prominent platform dedicated to advancing the fields of computational theory, information systems, software engineering, and theoretical computer science. Since its inception in 2007, the journal has garnered attention for its rigorous peer-reviewed research and has established itself within the academic community, attaining a notable Q3 quartile ranking across its categories as of 2023. With an impressive track record of convergence from 2007 to 2024, this journal offers a wealth of insights and innovations for researchers and professionals striving to push the boundaries of technology and computing. While it operates under a subscription model, the journal's commitment to enhancing knowledge in the ever-evolving landscape of computational sciences makes it an essential resource for academics, providing timely articles that address contemporary challenges in the field.

EXPERT SYSTEMS WITH APPLICATIONS

Fostering Interdisciplinary Insights for Tomorrow
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.

Applied Computational Intelligence and Soft Computing

Elevating Engineering with Computational Insights
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.

International Journal of Fuzzy Logic and Intelligent Systems

Unveiling the Future of Fuzzy Logic Applications
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.