CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Scope & Guideline

Catalyzing advancements in analytical methods and intelligent technologies.

Introduction

Welcome to the CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
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

Unleashing Potential in Intelligent Computing and Cybernetic Solutions
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.

LCGC EUROPE

Pioneering research and trends in laboratory practices.
Publisher: MJH Life SciencesISSN: 1471-6577Frequency: 12 issues/year

LCGC EUROPE is a prominent journal dedicated to the field of analytical chemistry, specifically highlighting the latest trends and innovations in chromatographic techniques. Published by MJH Life Sciences, this journal has served as a valuable resource for researchers, professionals, and students interested in the nuances of laboratory practices and the advancement of instrumentation. Although LCGC EUROPE ceased its coverage in Scopus from 2018, it has maintained a significant influence within the community, evidenced by its Scopus rank of 90/114 in Analytical Chemistry, placing it in the 21st percentile. With its inception dating back to 1996, the journal provided essential insights and peer-reviewed articles, fostering a rich understanding of chromatographic science. While the journal is not currently open access, it remains an integral part of the literature for anyone engaged in the analytical chemistry landscape, especially as it pertains to laboratory methodologies and innovations.

EXPERT SYSTEMS WITH APPLICATIONS

Catalyzing Progress in AI and Computer Science
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.

Journal of Pharmaceutical Analysis

Pioneering insights in pharmaceutical sciences for a brighter tomorrow.
Publisher: ELSEVIERISSN: 2095-1779Frequency: 12 issues/year

Journal of Pharmaceutical Analysis is a premier open-access journal published by ELSEVIER, dedicated to advancing the field of pharmaceutical sciences. Since its inception in 2011, this journal has become a vital resource for researchers, professionals, and students, with a focus on analytical chemistry, drug discovery, and electrochemistry, among other subjects. With an impressive impact factor reflected in its Q1 ranking across multiple categories such as Analytical Chemistry and Drug Discovery in 2023, it maintains a high standard in the dissemination of innovative research. The journal not only facilitates the sharing of significant findings but also promotes collaboration and discussion within the community, making a notable impact globally. Articles published in the Journal of Pharmaceutical Analysis are easily accessible under an open-access model, ensuring that cutting-edge research reaches a diverse audience and enhances knowledge in this critical field. As it continues to converge research from 2011 to 2024, the journal remains a cornerstone in the study of pharmaceutical evaluation, analytical methods, and their applications.

ANALYTICAL CHEMISTRY

Elevating Research Standards in Chemical Analysis
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.

Journal of Algorithms & Computational Technology

Empowering Research in Algorithms and Applied Mathematics
Publisher: SAGE PUBLICATIONS LTDISSN: 1748-3018Frequency: 4 issues/year

Journal of Algorithms & Computational Technology, published by SAGE PUBLICATIONS LTD, serves as a noteworthy platform for scholars and practitioners in the realms of applied mathematics, computational mathematics, and numerical analysis. With an ISSN of 1748-3018 and an E-ISSN of 1748-3026, this Open Access journal has been disseminating high-quality research since 2007, ensuring that significant advancements in algorithmic techniques and computational methodologies are readily accessible to the global academic community. Based in the United Kingdom, this journal has steadily established itself within specialized quartiles, notably achieving Q3 ranking in Computational Mathematics and Q4 in both Applied Mathematics and Numerical Analysis for 2023, reflecting its growing influence in these fields. As the journal converges from 2011 to 2024, it aims to cater to the needs of researchers, professionals, and students by publishing innovative research that not only addresses theoretical frameworks but also provides practical applications. By leveraging its open-access model, the Journal of Algorithms & Computational Technology fosters a collaborative environment where knowledge can flourish, allowing for the continuous evolution of algorithms that drive technological advancement.

Journal of Cheminformatics

Unveiling the potential of cheminformatics for all.
Publisher: BMCISSN: 1758-2946Frequency: 1 issue/year

Journal of Cheminformatics, published by BMC, is a premier open-access journal that has been a cornerstone of cheminformatics research since its inception in 2009. With an ISSN of 1758-2946, this journal operates from the heart of the United Kingdom, providing a dynamic platform for disseminating high-quality, peer-reviewed articles that explore the integration of computer science with chemistry. The journal proudly stands in the prestigious Q1 category across multiple disciplines, including Computer Graphics, Computer-Aided Design, and Library and Information Sciences, showcasing its exceptional impact in the fields of cheminformatics and computational chemistry. Additionally, it ranks impressively in various Scopus categories, with notable placements such as #7 in Library and Information Sciences and #15 in Physical and Theoretical Chemistry, demonstrating its significance to the academic community. As a leader in open-access publishing, the Journal of Cheminformatics ensures that cutting-edge research and innovations are freely accessible to researchers, professionals, and students alike, fostering collaboration and advancement in this rapidly evolving field.

Statistical Analysis and Data Mining

Transforming Data into Actionable Insights
Publisher: WILEYISSN: 1932-1864Frequency: 6 issues/year

Statistical Analysis and Data Mining is a leading journal published by WILEY, dedicated to exploring the latest advancements in statistical methods and data mining techniques. With an ISSN of 1932-1864 and an E-ISSN of 1932-1872, this journal serves as a significant platform for researchers and professionals in statistical analysis, computer science applications, and information systems. Covering a wide range of topics from innovative analytical methodologies to emerging data mining algorithms, the journal aims to disseminate high-quality research that contributes to the evolving landscape of data science. Ranked in the Q2 category for the fields of Analysis, Computer Science Applications, and Information Systems in 2023, it emphasizes its relevance and impact within academia. While it offers limited Open Access options, the insights shared in this publication are integral for those wishing to stay ahead in fast-paced research and data-driven industries. Since its inception in 2008 and continuing through 2024, Statistical Analysis and Data Mining invites submissions that reflect rigorous empirical research coupled with practical implications, making it a vital resource for the academic community.

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.

Data Technologies and Applications

Pioneering Research for Tomorrow's Data Challenges
Publisher: EMERALD GROUP PUBLISHING LTDISSN: 2514-9288Frequency: 4 issues/year

Data Technologies and Applications is a leading academic journal published by Emerald Group Publishing Ltd, captivating the interest of researchers, professionals, and students alike within the dynamic fields of Information Systems and Library and Information Sciences. With its ISSN 2514-9288 and E-ISSN 2514-9318, this journal holds a commendable Q2 ranking in Library and Information Sciences and a Q3 ranking in Information Systems as of 2023, reflecting its impact and contribution to ongoing discourse in these disciplines. Operating with an open access model, it provides a platform for accessing high-quality research that encompasses innovative methodologies and applications of data technologies. The journal's scope includes interdisciplinary studies that leverage data to enhance decision-making, improve information retrieval, and foster technological convergence. Housed in the United Kingdom, the journal facilitated its first publication in 2018, with a commitment to fostering valuable academic conversations through to 2024 and beyond. Engage with insightful research that shapes the future of data technologies and applications, making this journal an essential resource for anyone invested in the advancement of knowledge in these pivotal fields.