EXPERT SYSTEMS
Scope & Guideline
Exploring the Frontiers of Expert Systems and AI Applications.
Introduction
Aims and Scopes
- 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. - 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. - 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. - Optimization Techniques:
The journal covers various optimization strategies, including metaheuristic and evolutionary algorithms, that enhance the performance of AI systems and improve computational efficiency. - 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.
Trending and Emerging
- 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. - 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. - 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. - 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. - 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
- 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. - 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. - 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. - 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
EXPERT SYSTEMS WITH APPLICATIONS
Navigating the Future of Intelligent TechnologiesEXPERT 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.
International Journal of Innovative Computing Information and Control
Transforming the landscape of theoretical computer science.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.
Engineering Letters
Transforming Research into Engineering SolutionsEngineering Letters, published by NEWSWOOD LTD, is a prominent journal in the field of engineering, focusing on innovative research and interdisciplinary studies that reflect the current trends and applications in the engineering landscape. With an ISSN of 1816-093X and an E-ISSN of 1816-0948, this open-access journal strives to provide a platform for researchers, professionals, and students to disseminate insights and findings that contribute to engineering knowledge. Based in Hong Kong, Engineering Letters has maintained a respectable standing with a 2023 Q3 quartile ranking in the miscellaneous category of engineering and ranks #142 out of 307 in general engineering according to Scopus, signifying its influence with a 53rd percentile ranking. The journal’s convergence years, spanning from 2009 to 2024, encapsulate an evolving landscape of engineering discussions and innovations, aimed at fostering collaborations and inspiring the next generation of engineers.
International Journal of Fuzzy Logic and Intelligent Systems
Connecting Researchers to the Pulse of Intelligent SystemsInternational 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.
Journal of Computational Science
Unveiling New Dimensions in Computer ScienceThe 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.
International Journal of Computational Intelligence Systems
Pioneering Innovations in Intelligent SystemsInternational Journal of Computational Intelligence Systems, published by SPRINGERNATURE, is a leading open-access journal that has been at the forefront of research in the field of computational intelligence since 2008. With an ISSN of 1875-6891 and an E-ISSN of 1875-6883, this journal occupies a prominent place in the academic landscape, achieving impressive rankings in its categories: Q2 in both Computational Mathematics and Computer Science (miscellaneous), reflecting its significance and relevance to researchers, professionals, and students. Based in Switzerland, the journal is committed to disseminating high-quality research and fostering innovation in computational methodologies, algorithms, and applications. Its strong impact factor and Scopus rankings—31/189 in Computational Mathematics and 53/232 in General Computer Science—underscore its critical role in advancing knowledge in these interdisciplinary fields. As an open-access journal, it provides unparalleled accessibility to cutting-edge research, supporting the global community in staying at the forefront of computational intelligence advancements.
Studies in Informatics and Control
Empowering Researchers with Insightful FindingsStudies 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.
AUTOMATIC CONTROL AND COMPUTER SCIENCES
Advancing Automation through Innovative ResearchAUTOMATIC CONTROL AND COMPUTER SCIENCES is an esteemed academic journal dedicated to the exploration and advancement of automation, control systems, and computer science disciplines. Published by PLEIADES PUBLISHING INC, this journal serves a global audience from its base in the United States and provides a platform for high-quality research and innovative applications across its converged years, spanning from 1973 to 2024. As of 2023, it is categorized in Q3 in Control and Systems Engineering and Q4 in both Signal Processing and Software, reflecting its valuable contributions to these fields of study. Despite its modest rankings in Scopus, it demonstrates a commitment to disseminating knowledge and fostering scholarly dialogue among researchers and practitioners. Although not an open-access journal, AUTOMATIC CONTROL AND COMPUTER SCIENCES remains vital for academics seeking to deepen their understanding and expertise in control theories and computational methodologies.
International Journal of Applied Mathematics and Computer Science
Bridging Disciplines for Tomorrow's SolutionsThe 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.
COMPUTERS & ELECTRICAL ENGINEERING
Elevating Standards in Computer and Electrical Engineering Research.COMPUTERS & ELECTRICAL ENGINEERING is a premier academic journal published by PERGAMON-ELSEVIER SCIENCE LTD, based in the United Kingdom. Established in 1973, the journal has consistently contributed to the fields of Computer Science, Control and Systems Engineering, and Electrical and Electronic Engineering. With an impressive impact factor and ranked in the top quartile (Q1) across these domains, it is recognized as a pivotal resource for researchers, practitioners, and students alike. The journal aims to disseminate high-quality research articles, reviews, and technical notes, with the goal of advancing understanding and fostering innovation within and beyond its scope. Researchers can enjoy unparalleled access to cutting-edge findings and technological advancements through contributions that span both theoretical frameworks and practical applications, making it an essential platform for anyone dedicated to exploring the intersections of these dynamic fields.