CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Scope & Guideline

Catalyzing advancements in analytical methods and intelligent technologies.

Introduction

Explore the comprehensive scope of CHEMOMETRICS AND INTELLIGENT LABORATORY 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 CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN0169-7439
PublisherELSEVIER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 1986 to 2024
AbbreviationCHEMOMETR INTELL LAB / Chemometrics Intell. Lab. Syst.
Frequency10 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressRADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS

Aims and Scopes

The journal 'Chemometrics and Intelligent Laboratory Systems' focuses on the application of chemometric methods to analyze complex data in laboratory systems. The core areas of research encompass advancements in statistical methodologies, machine learning implementations, and their applications in various scientific fields.
  1. Methodological advancements in chemometrics:
    The journal emphasizes novel statistical techniques and methodologies for data analysis that enhance the reliability and interpretability of chemical data.
  2. Integration of machine learning with chemometric techniques:
    A significant focus is on the use of machine learning algorithms to improve predictive modeling and data classification in chemical and biological contexts.
  3. Applications in drug discovery and biomedical research:
    Many studies explore the role of chemometrics in drug development, including predictive modeling for drug interactions and biomarker identification.
  4. Environmental and food safety applications:
    Research often addresses the use of chemometrics in monitoring environmental pollutants, food quality, and safety assessments.
  5. Innovative sensor technologies and data acquisition methods:
    The journal promotes research on new sensor technologies, including non-invasive and real-time monitoring systems, and their integration into chemometric frameworks.
Recent publications in 'Chemometrics and Intelligent Laboratory Systems' reflect a dynamic evolution in research themes, highlighting emerging trends that signal the future direction of the field. These themes indicate a growing interdisciplinary approach and innovative methodologies.
  1. Deep learning and advanced machine learning applications:
    There is a significant increase in the application of deep learning techniques and advanced machine learning algorithms for data analysis, reflecting the need for powerful tools to handle complex datasets.
  2. Integration of multi-omics data in biomedical research:
    The trend towards integrating various omics data (genomics, proteomics, metabolomics) for comprehensive analysis in biomedical studies is on the rise, showcasing the journal's commitment to cutting-edge research.
  3. Real-time and non-invasive monitoring technologies:
    Emerging studies focus on developing real-time monitoring systems and non-invasive techniques for assessing chemical processes and biological markers, indicating a shift towards practical applications in industrial and clinical settings.
  4. Sustainability and environmental monitoring:
    Research addressing sustainability, environmental impact assessments, and monitoring of pollutants has gained traction, reflecting a broader societal concern for environmental health and safety.
  5. Explainable AI in chemometrics:
    As machine learning models become more complex, there is a growing emphasis on explainability and interpretability of AI-driven chemometric models to ensure transparency in results and decisions.

Declining or Waning

While the journal continues to thrive in various research areas, certain themes have seen a decline in publication frequency or depth of exploration over recent years. These waning scopes reflect shifting research priorities and advancements in methodology.
  1. Traditional statistical methods without machine learning integration:
    There is a noticeable decline in studies relying solely on conventional statistical approaches, as the focus shifts towards more sophisticated machine learning techniques that provide greater predictive power.
  2. Basic chemometric applications in limited contexts:
    Research that applies chemometric techniques in overly simplistic or narrow contexts is decreasing, as the field moves towards more complex, integrative applications that address multifaceted problems.
  3. Overly theoretical studies without practical applications:
    The journal has seen fewer purely theoretical papers that lack practical applications or case studies, with a preference for research that demonstrates real-world relevance and utility.

Similar Journals

International Journal of Intelligent Computing and Cybernetics

Empowering Research in Intelligent Systems and Cybernetic Technologies
Publisher: EMERALD GROUP PUBLISHING LTDISSN: 1756-378XFrequency: 4 issues/year

The International Journal of Intelligent Computing and Cybernetics, published by EMERALD GROUP PUBLISHING LTD, serves as a pivotal platform for advancing the field of intelligent computing and cybernetics since its inception in 2008. With a strong focus on innovative research and interdisciplinary collaboration, this journal is positioned in the prestigious Q2 category of Computer Science, ranking at an impressive 42nd out of 232 in Scopus, reflecting an 82nd percentile performance. The journal provides a venue for scholars and practitioners to disseminate their findings on cutting-edge technologies and methodologies that bridge the realms of computing, artificial intelligence, and cybersecurity. Although currently not an open-access journal, it widely circulates valuable insights essential for driving forward academic discourse and practical applications in the rapidly evolving digital landscape. Researchers, professionals, and students are encouraged to engage with this journal to stay at the forefront of advancements in intelligent systems and cybernetic solutions.

COMPUTATIONAL BIOLOGY AND CHEMISTRY

Bridging Disciplines: Where Computational Biology Meets Chemistry
Publisher: ELSEVIER SCI LTDISSN: 1476-9271Frequency: 6 issues/year

COMPUTATIONAL BIOLOGY AND CHEMISTRY is a distinguished academic journal published by Elsevier Science Ltd, focusing on the dynamic intersection of computational biology, biochemistry, and chemistry. With an ISSN of 1476-9271 and an E-ISSN of 1476-928X, this journal is committed to disseminating high-quality research that employs computational techniques to solve complex biological and chemical problems. As of 2023, the journal holds a substantial impact factor reflecting its significance and rigorous peer-review process, categorized in the Q2 quartile for both Computational Mathematics and Organic Chemistry, alongside Q3 classifications in Biochemistry and Structural Biology. With a continuous publication history spanning from 2003 to 2024, it serves as a critical resource for researchers, professionals, and students alike. The journal offers various open access options, ensuring that vital research findings are accessible to a global audience, further enhancing collaboration across disciplines. Engage with cutting-edge studies and contribute to the evolving landscape of computational methodologies in the life sciences through this esteemed publication.

METHODS

Empowering researchers with essential methodological tools.
Publisher: ACADEMIC PRESS INC ELSEVIER SCIENCEISSN: 1046-2023Frequency: 20 issues/year

METHODS is a premier journal published by Academic Press Inc Elsevier Science, dedicated to advancing the field of Biochemistry, Genetics, and Molecular Biology. With an ISSN of 1046-2023 and E-ISSN 1095-9130, this distinguished journal has established itself as a vital resource since its inception in 1990, providing high-quality research articles and methodological insights crucial for both seasoned researchers and students alike. The journal ranks in the Q1 category for miscellaneous areas within Biochemistry and Genetics, and maintains a Q2 ranking in Molecular Biology, reflecting its impact within the scientific community, evidenced by Scopus rankings that place it in the top 20% of its field. METHODS offers a platform for showcasing innovative research methods and their applications, contributing significantly to the development of new technologies and analytical techniques. Though not an open-access journal, it remains a highly regarded publication that assures readers of rigorous peer review and academic integrity, making it an essential addition to any serious researcher's library.

Communications for Statistical Applications and Methods

Empowering Researchers with Practical Statistical Solutions
Publisher: KOREAN STATISTICAL SOCISSN: 2287-7843Frequency: 6 issues/year

Communications for Statistical Applications and Methods is a vital academic journal dedicated to advancing the field of statistics, with a particular focus on practical applications and methodologies. Published by the Korean Statistical Society, this journal has become a significant resource for researchers, practitioners, and students engaged in statistical sciences and its diverse applications in various fields including finance and modeling. Operating without an Open Access format, the journal is accessible through institutional subscriptions, allowing a broad audience to benefit from its insights. The journal covers works from its inception in 2017 to 2024, and although it currently ranks in the Q4 and Q3 quartiles across various mathematical and statistical categories, its commitment to quality research makes it a noteworthy platform for emerging trends and innovations. The journal not only serves to disseminate knowledge but also fosters collaboration among statisticians, ensuring that crucial advancements in statistical applications are communicated effectively.

Journal of Big Data

Advancing Knowledge in the Era of Big Data
Publisher: SPRINGERNATUREISSN: Frequency: 1 issue/year

Journal of Big Data, published by SPRINGERNATURE, is a leading academic journal dedicated to advancing the understanding and application of big data technologies and methodologies across various domains. Since its inception in 2014, this Open Access journal has gained recognition for its rigorous peer-reviewed research, boasting impressive rankings in multiple categories in Scopus, including Q1 in Computer Networks and Communications and Q1 in Information Systems. With its impactful contributions, the journal is positioned at the forefront of scholarly work on big data, addressing critical topics such as data analytics, storage, visualization, and applied data science. Its global reach and commitment to disseminating knowledge ensure that researchers, professionals, and students have equitable access to groundbreaking findings that empower advancements in technology and information systems. The Journal of Big Data continues to foster collaboration and inspire new research avenues leading to tangible impacts in the field.

Journal of Intelligent Systems

Transforming Insights into Intelligent Applications
Publisher: DE GRUYTER POLAND SP Z O OISSN: 0334-1860Frequency: 1 issue/year

The Journal of Intelligent Systems, published by DE GRUYTER POLAND SP Z O O, is a premier open access journal that has been at the forefront of advancements in the fields of Artificial Intelligence, Information Systems, and Software Engineering since its inception in 1991. With a commitment to disseminating high-quality research, the journal has been recognized in the 2023 category quartiles as Q3 in these critical areas, reflecting its relevance and impact in the academic community. The journal serves as a vital platform for researchers, professionals, and students interested in the evolving landscape of intelligent systems, offering insights into innovative methodologies and applications. As an open access publication since 2020, it ensures that research is readily available to a global audience, fostering collaboration and engagement within the scientific community. With a Scopus rank in the 65th to 69th percentiles across its categories, The Journal of Intelligent Systems continues to contribute significantly to the discourse on intelligent technologies and their implications for the future.

EXPERT SYSTEMS WITH APPLICATIONS

Elevating Scholarship in Artificial Intelligence
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.

ANALYTICAL CHEMISTRY

Exploring the Depths of Chemical Understanding
Publisher: AMER CHEMICAL SOCISSN: 0003-2700Frequency: 24 issues/year

ANALYTICAL CHEMISTRY, published by the American Chemical Society, is a leading journal in the field of analytical chemistry, with a significant impact factor reflecting its reputation and scholarly influence. With an impressive ranking of 14th out of 156 in its category, placing it in the 91st percentile among its peers, this journal is essential for researchers, professionals, and students alike who are looking to stay at the forefront of developments in analytical techniques and methodologies. Established in 1947, ANALYTICAL CHEMISTRY covers a broad range of topics within the discipline, all aimed at advancing the scientific community's understanding of complex chemical systems. Although currently not an Open Access journal, its rigorous peer-review process ensures the publication of high-quality research aimed at significant innovations in the analytical field. With its publication spanning up to 2024, it continues to be a valuable resource for those seeking to enhance their research and contribute to the global discourse in analytical chemistry.

MEASUREMENT & CONTROL

Championing Excellence in Measurement and Control Studies
Publisher: SAGE PUBLICATIONS LTDISSN: 0020-2940Frequency: 10 issues/year

MEASUREMENT & CONTROL is a prominent journal published by SAGE PUBLICATIONS LTD, dedicated to advancing the fields of applied mathematics, control systems, and instrumentation. With an ISSN of 0020-2940 and an E-ISSN of 2051-8730, this open-access journal has been serving the academic community since 1968, ensuring that essential research findings are accessible to all. As of 2023, it is recognized within the Q3 quartile of Scopus rankings in key categories including Applied Mathematics, Control and Optimization, and Instrumentation, highlighting its relevance in an ever-evolving scientific landscape. The journal not only fosters high-quality research but also encourages the exchange of innovative ideas and techniques, making it an essential resource for researchers, professionals, and students alike. With a focus on the latest advancements and methodologies, MEASUREMENT & CONTROL remains a vital platform for disseminating knowledge and fostering collaboration within these interdisciplinary fields.

Biocybernetics and Biomedical Engineering

Innovating for Better Patient Outcomes
Publisher: ELSEVIERISSN: 0208-5216Frequency: 4 issues/year

Biocybernetics and Biomedical Engineering, published by ELSEVIER in the Netherlands, is a prestigious journal that stands at the forefront of the intersecting fields of biomedical engineering and artificial intelligence. With an impressive Impact Factor that places it in the Q1 category for Biomedical Engineering, this journal not only ranks 17th out of 303 in Scopus but also boasts a remarkable percentile ranking of 94th, highlighting its influence and relevance within the scientific community. Since its inception in 2008, Biocybernetics and Biomedical Engineering has aimed to publish cutting-edge research that integrates principles of cybernetics with technological advancements in health care, thereby fostering innovations that improve patient outcomes. Dedicated to advancing knowledge in biomedical technology, the journal serves as a vital resource for researchers, professionals, and students seeking to explore the latest developments and methodologies in the field.