EXPERT SYSTEMS WITH APPLICATIONS

Scope & Guideline

Bridging Theory and Application in Expert Systems

Introduction

Delve into the academic richness of EXPERT SYSTEMS WITH APPLICATIONS 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
ISSN0957-4174
PublisherPERGAMON-ELSEVIER SCIENCE LTD
Support Open AccessNo
CountryUnited Kingdom
TypeJournal
Convergefrom 1990 to 2025
AbbreviationEXPERT SYST APPL / Expert Syst. Appl.
Frequency24 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND

Aims and Scopes

The journal 'EXPERT SYSTEMS WITH APPLICATIONS' is dedicated to disseminating innovative research in the field of expert systems and their applications across various domains. It serves as a platform for presenting research that combines theoretical insights with practical solutions, focusing on the development and implementation of intelligent systems that leverage artificial intelligence and machine learning methodologies.
  1. Artificial Intelligence and Machine Learning Applications:
    The journal emphasizes the application of AI and machine learning techniques across diverse fields including healthcare, finance, transportation, and environmental monitoring.
  2. Data Mining and Knowledge Discovery:
    It covers methodologies for extracting meaningful patterns and insights from large datasets, focusing on techniques like clustering, classification, and predictive modeling.
  3. Decision Support Systems:
    Research on systems that aid in decision-making processes, integrating various data sources and expert knowledge to improve outcomes in complex scenarios.
  4. Robustness and Security in Intelligent Systems:
    The journal addresses the challenges of ensuring the reliability and security of intelligent systems, including methods for adversarial attack detection and mitigation.
  5. Sustainability and Environmental Applications:
    It explores applications of expert systems in promoting sustainability, energy efficiency, and environmental protection.
  6. Human-Centric Applications:
    Research that focuses on enhancing user experience and interaction with intelligent systems, including emotion recognition and personalized recommendations.
The journal is actively publishing a variety of emerging themes that reflect current trends in technology and research. These topics indicate a shift towards more innovative and interdisciplinary approaches in expert systems and their applications.
  1. Explainable AI (XAI):
    There is a growing emphasis on developing explainable AI systems that provide transparency and interpretability, allowing users to understand the decision-making processes of intelligent systems.
  2. Federated Learning and Privacy-Preserving Techniques:
    Research on federated learning is gaining momentum, focusing on collaborative learning methods that maintain data privacy and security, especially in sensitive domains like healthcare.
  3. Integration of AI with IoT Technologies:
    The convergence of AI and IoT is a prominent theme, with studies exploring how intelligent systems can enhance data processing and decision-making in real-time IoT applications.
  4. Ethics and Fairness in AI:
    Emerging discussions around the ethical implications of AI systems, including fairness, bias mitigation, and the societal impact of intelligent technologies.
  5. Multi-Modal Learning:
    Research focusing on the integration of various data modalities (e.g., text, audio, and visual) for improved learning and decision-making capabilities.
  6. Blockchain Applications in Expert Systems:
    The application of blockchain technology in ensuring data integrity and security for intelligent systems is becoming a significant area of interest.

Declining or Waning

While the journal continues to thrive in many areas, certain themes have seen a noticeable decline in prominence over recent years. These waning scopes reflect shifting research priorities and emerging trends in the field.
  1. Traditional Statistical Methods:
    There has been a decline in the publication of papers focused solely on traditional statistical analysis, as more researchers favor machine learning and AI-based approaches for predictive modeling.
  2. Basic Heuristic Algorithms:
    The interest in basic heuristic optimization methods has waned, with a growing preference for hybrid approaches that combine various advanced techniques for better performance.
  3. Single-Domain Applications:
    There is a noticeable reduction in the number of studies focusing on single-domain applications, as interdisciplinary approaches gain traction and researchers seek to address more complex, multi-faceted problems.
  4. Manual Feature Engineering:
    Research that relies heavily on manual feature extraction is declining, as automated methods and deep learning techniques become more prevalent and effective.
  5. Conventional Rule-Based Systems:
    The focus on conventional rule-based systems has decreased, as more adaptive and learning-based systems are developed to handle dynamic environments.

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