Journal of Intelligent Systems

Scope & Guideline

Unlocking the Future of Artificial Intelligence

Introduction

Welcome to your portal for understanding Journal of Intelligent Systems, featuring guidelines for its aims and scope. Our guidelines cover trending and emerging topics, identifying the forefront of research. Additionally, we track declining topics, offering insights into areas experiencing reduced scholarly attention. Key highlights include highly cited topics and recently published papers, curated within these guidelines to assist you in navigating influential academic dialogues.
LanguageEnglish
ISSN0334-1860
PublisherDE GRUYTER POLAND SP Z O O
Support Open AccessYes
CountryGermany
TypeJournal
Convergefrom 1991 to 2002, from 2004 to 2024
AbbreviationJ INTELL SYST / J. Intell. Syst.
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressBOGUMILA ZUGA 32A STR, 01-811 WARSAW, MAZOVIA, POLAND

Aims and Scopes

The Journal of Intelligent Systems focuses on the intersection of artificial intelligence, machine learning, and intelligent systems, aiming to advance knowledge and technology in these areas through innovative research methodologies and applications. The journal publishes original research that contributes to the development and application of intelligent systems across various domains.
  1. Artificial Intelligence and Machine Learning:
    The journal emphasizes research in artificial intelligence and machine learning, including algorithm development, applications, and theoretical advancements. This includes supervised, unsupervised, and reinforcement learning techniques.
  2. Intelligent Systems Applications:
    Research that applies intelligent systems to real-world problems, such as healthcare, industrial automation, smart cities, and environmental monitoring, is a core focus. The journal seeks to bridge the gap between theory and practical applications.
  3. Data Analytics and Knowledge Discovery:
    The journal covers methodologies for data analysis, including data mining, big data analytics, and knowledge discovery, highlighting the role of intelligent systems in extracting valuable insights from complex datasets.
  4. Optimization and Decision-Making:
    A significant area of research involves optimization techniques and decision-making processes, particularly in complex systems, where intelligent algorithms are utilized to enhance performance and efficiency.
  5. Human-Machine Interaction:
    Research on human-computer interaction, including emotion recognition, user experience, and intelligent dialogue systems, is also a key focus, reflecting the journal's commitment to improving user engagement with intelligent systems.
  6. Modeling and Simulation of Intelligent Systems:
    The journal includes studies on modeling and simulation techniques that help in understanding and predicting the behavior of intelligent systems under various conditions.
The Journal of Intelligent Systems is witnessing a rise in several emerging research themes, reflecting current technological advancements and societal needs. These trends highlight the journal's responsiveness to evolving challenges and opportunities in the field.
  1. Explainable AI (XAI):
    There is a growing emphasis on explainable AI, as researchers seek to improve transparency and interpretability of intelligent systems, addressing public and regulatory concerns about AI decision-making.
  2. Federated Learning and Privacy-Preserving Techniques:
    With increasing concerns over data privacy, research on federated learning and privacy-preserving methods is gaining traction, allowing for collaborative learning while safeguarding sensitive information.
  3. AI in Healthcare:
    Research focused on the application of AI in healthcare is trending, particularly in diagnostics, treatment planning, and personalized medicine, driven by the need for improved patient outcomes and healthcare efficiency.
  4. Smart Cities and IoT Integration:
    The integration of intelligent systems in smart city applications and IoT ecosystems is emerging as a key area of research, focusing on enhancing urban living through intelligent monitoring and resource management.
  5. Sustainability and Green Technologies:
    Emerging themes also include sustainability and the application of intelligent systems in environmental monitoring, resource conservation, and energy efficiency, reflecting a growing societal focus on sustainable practices.
  6. Multi-Modal Learning:
    Research on multi-modal learning, which combines various data types (e.g., text, images, audio) in intelligent systems, is becoming increasingly relevant as systems require more holistic understanding and processing capabilities.

Declining or Waning

While the journal continues to evolve, some themes that were previously prominent are showing a decline in focus. This shift may reflect changes in research priorities or advancements in technology that have rendered certain topics less relevant.
  1. Traditional Rule-Based Systems:
    Research on traditional rule-based systems is decreasing as more researchers shift towards data-driven and learning-based approaches to model intelligent systems, recognizing the limitations of purely rule-based methodologies.
  2. Basic Theoretical Foundations:
    There is a noticeable decline in purely theoretical papers that do not connect with practical applications. Researchers are increasingly expected to demonstrate the applicability of their theoretical findings in real-world scenarios.
  3. Simplicity in Algorithm Design:
    Research focusing on simplistic algorithms is waning as the field moves towards more complex, hybrid approaches that incorporate multiple methodologies and frameworks to address intricate problems.
  4. Standalone Systems without Integration:
    There is a diminishing interest in studies that propose standalone intelligent systems without considering integration with other systems or technologies, as interdisciplinary approaches are becoming more valued.

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