收稿范围 |
Chemometrics and Intelligent Laboratory Systems publishes original research papers, short communications, reviews, tutorials and Original Software Publications reporting on development of novel statistical, mathematical, or computer techniques in Chemistry and related disciplines.
Chemometrics is the chemical discipline that uses mathematical and statistical methods to design or select optimal procedures and experiments, and to provide maximum chemical information by analysing chemical data.
The journal deals with the following topics:
1) Development of new statistical, mathematical and chemometrical methods for Chemistry and related fields (Environmental Chemistry, Biochemistry, Toxicology, System Biology, -Omics, etc.)
2) Novel applications of chemometrics to all branches of Chemistry and related fields (typical domains of interest are: process data analysis, experimental design, data mining, signal processing, supervised modelling, decision making, robust statistics, mixture analysis, multivariate calibration etc.) Routine applications of established chemometrical techniques will not be considered.
3) Development of new software that provides novel tools or truly advances the use of chemometrical methods.
4) Well characterized data sets to test performance for the new methods and software.
The journal complies with International Committee of Medical Journal Editors' Uniform requirements for manuscripts.
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编辑信息 |
Editor in Chief Roma TaulerInstitute of Environmental Assessment and Water Research, Barcelona, Spain Email Roma TaulerEditors Philip HopkeUniversity of Rochester, Rochester, New York, United States Email Philip HopkeEun Sug ParkTexas A&M University College Station, College Station, Texas, United States Email Eun Sug ParkEmeritus Editor Cliff SpiegelmanTexas A&M University College Station, College Station, United StatesEditorial Advisory Board Hamid AbdollahiInstitute for Advanced Studies in Basic Sciences, Zanjan, Iran, Islamic Republic ofJeongyoun AhnThe University of Georgia, Athens, Georgia, United States University of Copenhagen, Chemometrics and Analytical Technologies, Department of Food Science, Frederiksberg, DenmarkFrans van den BergUniversity of Copenhagen Faculty of Science, Frederiksberg, DenmarkLionel BlanchetRadboud University, Nijmegen, NetherlandsRichard BreretonUniversity of Bristol, Bristol, United Kingdom Los Alamos National Laboratory, Los Alamos, New Mexico, United States Radboud University Institute for Molecules and Materials, Nijmegen, The Netherlands Central South University Xiangya School of Pharmaceutical Sciences, Changsha, China Tianjin University, Tianjin, China Hunan University, Changsha, China University of Modena and Reggio Emilia, Modena, Italy University of Silesia, Katowice, PolandXinwei DengVirginia Tech University Bookstore, Blacksburg, Virginia, United States Laboratory of Infrared and Raman Spectrochemistry, Villeneuve d'Ascq, FranceKHE Consulting, K�benhavn, Denmark University College London, London, United KingdomJoan FerréUniversitat Rovira i Virgili--Sescelades Campus, Tarragona, Spain Polytechnic University of Valencia, Valencia, Spain![Peter 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1gHqWjhmHvGTz+1EWRuJScEmCdM1vVLO7jnmuZriEErJFJISGB8Vol0OGYNc6K6XFo/wAXRDYkjJ7jb7VJD6egZ3QOxhKiRGGPPiuD08IQJrS5dCOSGbGP170PJGMvqExzcSnHrcVn1IFJ6inGD4Pz9qrQxNdTC9nDOqnci+ZGzwKtR6G2pap9ouH3sgALE8yHPZvc/Oj1rDsJjaMhonOOMc+frQVgjj59jE9RKaoF2+haugM41aZJnJcgSMApPgc9qksNV9SSTXFtJq7sYAcMyq+cfMitcsYMan355rMxgxatN53sykUWFsXk6KWo3uoXMFi95OZGJLkkAYOccYoyrbII394QB+rnP9qo69AIxbIvAEf8065m2afZZONwK/sf90aPKQNvkPQTsYgQTilQ2GRnhUo+FxilVQgSgJaxhcn4lwAflUgJXWWx/XboW/c0qVDfkzl0TXKjpMPBU1ktLRZjcwuMxvEysPcYpUqnH0yJ+hnpmV2swjMSFJUZ9quak7LGADwT2pUqv7IDUUSQWVmkShcoCSO54poVWOSATkilSoRZBAD8L6DiswQDqx/+hpUqtDtkSJfUajEHzX+aDaw7R+n7N1PxC5IB+o/0KVKiw8UUfZcjuZI4Y1UgDb7UqVKrHH//2Q==) Peter FilzmoserTU Wien University, Wien, Austria![Peter de Boves Harrington](data:image/png;base64,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) Peter de Boves HarringtonOhio University, Athens, Ohio, United StatesUniversity of Alberta Department of Chemical and Materials Engineering, Edmonton, Alberta, Canada Jianhua HuangTexas A&M University College Station, College Station, Texas, United StatesWoncheol JangSeoul National University Department of Statistics, Seoul, Korea, Republic ofAnna de JuanUniversity of Barcelona, Dept. Chemical Engineering, Barcelona, SpainYoonkyung LeeOHIO STATE UNIVERSITY, Columbus, Ohio, United StatesFederico MariniUniversity of Rome La Sapienza Department of Chemistry, Roma, Italy University of Genoa, Genova, Italy National University of Rosario, Rosario, ArgentinaAntony OverstallUniversity of Southampton, Southampton, United Kingdom Russian Academy of Sciences, Moskva, Russian Federation![Douglas 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Douglas RutledgeInstitute of Life and Environmental Sciences and Industries, Paris, FranceNankai University, Nankai, China Giorgio TomasiUniversity of Copenhagen Faculty of Science, Frederiksberg, DenmarkDalhousie University, Halifax, Nova Scotia, Canada Svante WoldUmea University, Umeå, SwedenWen WuRoche Products Ltd, Welwyn Garden City, United Kingdom
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