数据每年都在成倍增长,但是有用的信息却好像在减少。在过去 20 年里出现的数据挖掘领域正致力于这个问题。它不仅是一个重要的研究领域,而且在现实世界中具有重大的潜在应用价值。 数据挖掘和数据库知识发现( Data Mining Knowledge Discovery in Database ,简称 DMKDD )是 20 世纪 90 年代兴起的一门信息技术领域的前沿技术,它是在数据和数据库急剧增长远远超过人们对数据处理和理解能力的背景下产生的,也是数据库、统计学、机器学习、最优化与计算技术等多学科发展融合的结果。 知识发现是从数据中识别有效的、新颖的、潜在有用的、最终可理解模式的一个复杂过程。数据挖掘是知识发现中通过特定的算法在可接受的计算效率限制内生成特定模式的一个步骤。知识发现是一个包括数据选择、数据预处理、数据变换、数据挖掘、模式评价等步骤,最终得到知识的全过程,而数据挖掘是其中的一个关键步骤。由于数据挖掘对于知识发现的重要性,目前,大多数知识发现的研究都集中在数据挖掘的算法和应用上,因此,很多研究者往往对数据挖掘与知识发现不作严格区分,把二者混淆使用。 目前数据挖掘研究和实践与 20 世纪 60 年代的数据库研究和实践的状态相似。当时应用程序员每次编写程序时,都必须建立一个完整的数据库环境。随着关系数据模型、查询处理和优化技术、事务管理策略和特定查询语言( SQL )与界面的发展,现在的环境已经迥然不同了。在未来几十年内,数据挖掘技术的发展可能会与数据库发展历程相似,就是使数据挖掘技术更易于使用和开发。 参考文献: 1.U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy. Advances in knowledge discovery and data mining. AAAI/MIT Press, 1996. 2. J. Han, M. Kamber. Data mining: concepts and techniques. Morgan Kaufmann Publishers, 2001. ( 2nd Edition, 2006 ) 3. M. H. Dunham. Data Mining: Introductory and Advanced Topics. Pearson Education, Inc., 2003. (郭崇慧,田凤占,靳晓明等译.数据挖掘教程 ( 世界著名计算机教材精选 ) .清华大学出版社, 2005 .)
Chemical information is in the early stages of a revolution. Long dominated by a handful of established players, the field has rather suddenly opened up to a variety of innovative newcomers. The Internet now offers a diverse array of free online chemistry databases, twelve of which were summarized in a recent article. This list has since been updated with new information and new entries. The following (incomplete) list summarizes some of the possibilities available for your next search. PubChem - The granddaddy of all free chemistry databases. Search over 8 million compounds by a variety of criteria. Although some PubChem records are linked into the primary literature through MeSH, most are not. But this doesn't seem to be PubChem's true calling. Instead, PubChem may well evolve into the world's largest online collection of molecular data sheets. Increasingly, the other databases in this list are cross-referencing their entries into PubChem. PubChem's entire database can be downloaded by FTP. CAS Registry are correct to see PubChem as the first real competition they've had in decades. ZINC - A free database of commercially-available compounds for virtual screening. Search over 4.6 million compounds by structure, IUPAC name, InChI, and a host of calculated properties. For noncommercial purposes, the ZINC database may be downloaded in whole or in part for local use. eMolecules - Google for molecules. With a simple interface and super fast search engine, eMolecules augments PubChem with other information sources, including specialty chemical catalogs. Although eMolecules' emphasis seems to be on commercially-available compounds, it's only possible to get a link directly into a supplier's online catalog for a limited number of molecules. Most of the links are to PubChem records. For this reason, I don't find eMolecules very useful in its current form. If you remember something called Chmoogle, this is the same service (moral: don't mess with Google). CHEBI - A freely available dictionary of molecular entities focused on small chemical compounds. CHEBI draws its information from two main sources: Integrated Relational Enzyme Database of the EBI and the Kyoto Encyclopedia of Genes and Genomes. Find out what proteins a molecule has been associated with and in what context. Provides cross-links to CAS registry numbers, Beilstein registry numbers, and Gmelin registry numbers. NIST Chemistry WebBook - Physical data (thermochemical, thermophysical, and ion energetics) for mostly organic compounds. Search by formula, structure, CAS number, and IUPAC name. BioCyc - A collection of about 3,500 compounds involved as enzyme substrates, products, inhibitors, and activators. On accepting a license agreement, the entire database can be freely downloaded in Chemical Markup Language format. ChemExper - Find a supplier for your specialty chemical needs. Search by structure, name, molecular formula, and CAS number. After finding you compound, get an offer from one or more suppliers. I can't vouch for how this works in practice, but it sounds like a good idea. Compendium of Pesticide Common Names - More than 1,100 commonly-used pesticides. Compounds are located by browsing indexed lists (IUPAC name, CAS number, and trade name) rather than searching. Each entry lists, among other pieces of information, a chemical structure and sub-classifications (repellents, antifeedants, synergists, etc.). NMRShiftDB - Organic structures and their nuclear magnetic resonance (nmr) chemical shifts. NMRShiftDB contains chemical shift data for over 22,000 organic compounds and 19,000 spectra. Records can be searched by structure, chemical shift and nucleus. NMRShiftDB is truly open; it can be accessed programmatically and the source code for the software that runs the online database can be freely downloaded. Individual users can submit their own spectral shifts for peer review and subsequent inclusion. Chemical Structure Lookup Service (CSLS)- An address book for chemical structures. If you've ever used Metacrawler, then you'll recognize the idea behind SCLS, which is to aggregate several free chemistry databases. Search over 27 million molecules by IUPAC name, InChI, structure, SMILES, and a variety of molecular identifiers. Your results set will contain links into specific databases that host the molecules you find. The user interface isn't just unfriendly - it's downright antisocial. But if you can get past this, CSLS may well be one of the most useful services in this list. DrugBank - Combines detailed drug data with comprehensive drug target information. Search over 4,300 drugs by trade name, SMILES, and InChI. Each record contains information on target of action, therapeutic indication, medications the drug is an ingredient of, and trade names. Searches can be limited to only approved drugs or experimental drugs. Both the concept and interface to this service are well thought-out. Note: this service was unavailable as of Jan 19, 2007 Wikipedia - Wikipedia? Yes, Wikipedia. Wikipedia offers several kinds of chemical information produced by a knowledgeable, all-volunteer army. Looking for information on organic compounds? Consider this datasheet on morphine as an example. For those interested in synthesis, Wikipedia is increasingly being used to collaboratively author short reviews on the topic. Search capabilities are currently limited to text and don't appear to work with IUPAC names or CAS numbers. Where this quintessential disruptive technology and its offspring end up taking chemical publishing is unclear, but the ride will be spectacular. ChemDB - A chemical database is but one of the services offered by this site. Search over 4.1 million compounds by structure, or various calculated properties. ChemDB also offers a variety of free online cheminformatics tools such as Babel file format conversion, SMILES depict, and molecular property calculation. Read more about ChemDB in this Bioinformatics paper. ChemBank - Structure search over 36,000 original biological assays of small molecules collected by Harvard's Institute of Chemistry and Cell Biology (ICCB). Many of the data contained in ChemBank have never been published, making this database particularly valuable. National Institute of Allergy and Infectious Diseases Database - Structure search hundreds of thousands of screening datapoints collected by the NIAID in its HIV, Opportunistic Infection, and TB programs. National Toxicology Program - Seach by name for compounds listed in the NTP database. Returns detailed internal reports and links to the primary literature. NIST Chemical Kinetics Database - Search by reagent or product name or formula for gas phase rate constants collected from the primary literature. Computational Chemstry Comparison and Benchmark Database - Search by formula for over 600 gas phase atom and molecule physical chemistry data obtained experimentally and by computation. IUPAC-NIST Solubility Data Series - Search by name or CAS number through over 67,000 solubility measurements. Data were comprehensively compiled from over 1,800 references in primary literature. SOLV-DB - Search over 200 common solvents by name, CAS number, or chemical formula physical. Available data include boiling point, water solubility, viscosity, octanol-water partition constant, flash point, and a variety of other properties. NIMH Pyschoactive Drug Screening Program K i Database - Search over 44,000 K i determinations culled from the literature. Although this database appears to have no structure search capability, this is listed as a Future Enhancement. This is a perfect example of a very useful service that could do with a major user interface redesign. There also appears to be another (defunct) service by the same name, but a different URL. Kyoto Encyclopedia of Genes and Genomes (KEGG) - A Japanese counterpart to PubChem/PubMed. One of the most interesting services on this list, KEGG consists of four interconnected databases: KEGG Pathway; KEGG genes; KEGG Brite; and KEGG Ligand. KEGG Ligand contains over 14,000 compounds searchable by name, and crosslinked to over 45,000 biological pathways. The KEGG Ligand database can be searched by structure through KegDraw, a 2-D structure editor written in Java. With some minor configuration on my Linux system, I was able to perform some basic substructure searches using KegDraw. Your mileage may vary. A nice overview of KEGG is available in a recent article. The contents of KEGG can be downloaded by anonymous ftp for academic use. BRENDA - Search over 40,000 structures as substrates, products, cofactors, or inhibitors for enzymes. Although my search was able to find compounds by substructure, I was not able to view any links to the results. Your mileage may vary. Biochemical Pathways Database - Structure search over 1,100 small molecules as participants in biochemical pathways. A potentially useful service, but currently too slow to fully evaluate. A structure search for naphthalene hung for five minutes before I terminated it without success. ChemMine - Search by structure for compounds collected from a variety of open databases. View assay results in annotated biological experiments. I find the layout and organization of this service annoyingly confusing, but the underlying information appears to be useful nevertheless. Behind the scenes, ChemMine uses two open source cheminformatics libraries: Open Babel and JOELib. For a more detailed view of ChemMine, see the recent article. Organic Syntheses - Search by structure through the entire contents of synthetic organic chemistry's flagship resource. Substructure search requires Chime, so if you run Linux, or for some other reason can't install the plugin, you'll be out of luck. WebReactions - Structure search organic reactions in four databases containing a total of over 391,000 reactions. Each reaction hit is linked to the primary literature through a bibliographical reference. Although the interface takes some getting used to, WebReactions may make a worthy companion to the traditional SciFinder search. Spectral Database for Organic Compounds (SDBS) - Search by name, molecular formula, molecular weight range, or CAS number through over 14,000 full 1 H NMR spectra, 12,000 full 13 C spectra, and 50,000 full FT-IR spectra collected from over 32,000 compounds. BindingDB - Structure search over 24,000 K i and IC 50 measurements from over 10,000 molecules. Data is collected from, and cross-referenced to, the primary literature. I was unable to determine how to submit a substructure search through the Marvin applet on my Linux system (there is no Search button, for example). A text search for naphthalene, for example, showed some impressive potential for this database. Anyone can currently contribute to BindingDB, one of the few databases on this list to have such a policy. PDBBind - Browse over 2,700 complexes of small molecules ligands with proteins found in the Protein Databank. Structure searching requires a license. 3-D rendering comes courtesy of the ever-popular Jmol applet. AffinDB - Search affinity data for complexes found in the Protein Databank. Affinity data are cross-linked to the primary literature through PubMed. Small molecule searching is limited to IUPAC names provided in a pull-down menu. By registering, users can upload affinity data themselves. AffinDB is just one example of what might be possible as chemistry databases begin to combine multiple sources of data into easy-to-use packages. ChemRefer - It doesn't get any simpler. Type in your keywords and get links to the matching full-text PDFs from the primary literature. As mentioned before, the legality of some of ChemRefer's holdings, for example its articles from ACS journals, is not clear. But as more chemistry journals go Open Access, look to services like ChemRefer to play an increasing role in the way scientists navigate the primary literature. ChemSpider : ChemSpider is a free access providing a structure centric community for chemists. providing access to millions of chemical structure and integration a multitude of other online service. ChemSpider isthe richestsingle source of structure-based chemistry information.
在查文献的时候,经常会发现找不到期刊属于哪个数据库.为了方便大家查阅文献,现发个有用的东东: 化学期刊所属数据库列表及链接 A: Accounts of Chemical Research 1968- (ACS) Accreditation and Quality Assurance : Journal for Quality, Comparability and Reliability in Chemical Measurement 1996- (Springer) Acta Chimica Sinica 化学学报 2000- Acta Chimica Slovenica 1998- Acta Crystallographica Section A 2000- (Blackwell) Acta Crystallographica Section B 2004- (Blackwell) Acta Crystallographica Section C 2000- (Blackwell) Acta Crystallographica Section D 2000- (Blackwell) Acta Crystallographica Section E 2001- (Blackwell) Acta Crystallographica Section F 2005- (Blackwell) Acta Materialia 1995- (Elsevier) Additives for Polymers 1995- (Elsevier) Adsorption 1998- (Springer-Kluwer) Advanced Drug Delivery Reviews 1995- (Elsevier) Advanced Functional Materials 2001- (Wiley) Advanced Materials 1996- (Wiley) Advanced Synthesis Catalysis 2001- (Wiley) (Formerly: Journal fr Praktische Chemie 1999-2000) Advances in Biochemical Engineering/Biotechnology 1998- (Springer) Advances in Colloid and Interface Science 1995- (Elsevier) Advances in Environmental Research 1995- (Elsevier) Advances in Polymer Science 1997- (Springer) Advances in Polymer Technology 1996- (Wiley) Aldrichimica Acta 1997- Amino Acids 2000- (Springer) The Analyst 1876-(RSC) Analytical Biochemistry 1995- (Elsevier) Analytica Chimica Acta 1995- (Elsevier) Analytical Abstracts 1980- (RSC) Analytical and Bioanalytical Chemistry 2002- (Springer) (formerly Fresenius' Journal of Analytical Chemistry) Analytical Chemistry (Washington, D.C.) 1947- (ACS) IEC Analytical Edition (1929-1946) Analytical Communications 1996-1999 (RSC) Analytical Proceedings including Analytical Communications 1994-1995 (RSC) Analytical Proceedings 1980-1993 (RSC) Angewandte Chemie International Edition 1998- (Wiley) Angewandte Chemie International Edition in English 1962 - 1997 (Wiley) Annual Reports on Analytical Atomic Spectroscopy 1971-1984 (RSC) Annual Reports on the Progress of Chemistry 1904-1966 (RSC) Annual Reports on the Progress of Chemistry, Section A, Inorganic Chemistry 1979- (RSC) Annual Reports on the Progress of Chemistry, Section A, Physical and Inorganic Chemistry 1973-1978 (RSC) Annual Reports on the Progress of Chemistry, Section A, General Physical and Inorganic Chemistry 1967-1972 (RSC) Annual Reports on the Progress of Chemistry, Section B, Organic Chemistry 1967- (RSC) Annual Reports on the Progress of Chemistry, Section C, Physical Chemistry 1979- (RSC) Annual Review of Materials Research 1984- Antiviral Research 1995- (Elsevier) Applied Biomaterials 1996- (Wiley) Applied Catalysis A: General 1995- (Elsevier) Applied Catalysis B: Environmental 1995- (Elsevier) Applied Clay Science 1995- (Elsevier) Applied Composite Materials 1997- (Springer-Kluwer) Applied Mathematics and Optimization 1996- (Springer) Applied Microbiology and Biotechnology 1995- (Springer) Applied Organometallic Chemistry 1996- (Wiley) Applied Physics A: Materials Science Processing 1995- (Springer) Applied Physics B: Lasers and Optics 1996- (Springer) Applied Surface Science 1995- (Elsevier) Aquatic Geochemistry 1997- (Springer) Archives of Biochemistry and Biophysics 1995- (Elsevier) Archive for History of Exact Sciences 1998- (Springer) Archives of Environmental Contamination and Toxicology 2000- (Springer) Archives of Insect Biochemistry and Physiology 1996- (Wiley) Australian Journal of Chemistry 1997- B : Biochemical and Biophysical Research Communications 1995- (Elsevier) Biochemical Engineering Journal 1995- (Elsevier) Biochemical Pharmacology 1995- (Elsevier) Biochemical Systematics and Ecology 1995- (Elsevier) Biochemistry 1962- (ACS) Biochemistry (Moscow) 2000- (Springer-Kluwer) Biochemistry and Cell Biology 2001- (NRC) Biochimica et Biophysica Acta (BBA) - Proteins Proteomics 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Bioenergetics 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Biomembranes 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Enzymology and Biological Oxidation 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Gene Structure and Expression 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - General Subjects 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Molecular Cell Research 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Protein Structure and Molecular Enzymology 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Reviews on Bioenergetics 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Reviews on Cancer 1995- (Elsevier) Biochimica et Biophysica Acta (BBA) - Specialized Section on Enzymological Subjects 1995- (Elsevier) Biochimie 1995- (Elsevier) Bioconjugate Chemistry 1990- (ACS) Bioelectrochemistry 2000- (Elsevier) Bioelectrochemistry and Bioenergetics 1995-1999 (Elsevier) Biological Pharmaceutical Bulletin 1999- Biomacromolecules 2000- (ACS) Biomaterials 1995- (Elsevier) BioMetals 1997- (Springer-Kluwer) Biomedical Chromatography 1997- (Wiley) Bioorganic Chemistry 1995- (Elsevier) Bioorganic Medicinal Chemistry 1995- (Elsevier) Bioorganic Medicinal Chemistry Letters 1995- (Elsevier) Biophysical Chemistry 1995- (Elsevier) Biopolymers 1996- (Wiley) Bioprocess and Biosystems Engineering 1996- (Springer) Bioscience Biotechnology and Biochemistry Biosensors and Bioelectronics 1995- (Elsevier) Biotechnology Advances 1995- (Elsevier) Biotechnology and Bioengineering 1996- (Wiley) Biotechnology Letters 1997- (Springer-Kluwer) Biotechnology Progress 1990- (ACS) Biotechnology Techniques 1997-1999 (Springer) Bulgarian Chemical Communications Bulletin of the Chemical Society of Japan 1995- Bulletin of Environmental Contamination and Toxicology 2001- (Springer) Bulletin of the Polish Academy of Science, Chemistry C : Canadian Journal of Chemistry 2001- (NRC) Canadian Journal of Microbiology 2001- (NRC) Carbohydrate Research 1995- (Elsevier) Catalysis Communications 1995- (Elsevier) Catalysis Letters 1997- (Springer-Kluwer) Catalysis Surveys from Asia 2003- (Springer-Kluwer) Catalysis Surveys from Japan 1997-2002 (Springer-Kluwer) Catalysis Today 1995- (Elsevier) Catalysts Catalysed Reactions (RSC) CATTECH 2000-2003 (Springer) Cell and Tissue Banking 2000- (Springer) Cellulose 1997- (Springer-Kluwer) Cellulose Chemistry and Technology Central European Journal of Chemistry 2003- (CESJ) ChemBioChem 2000- (Wiley) Chemical Biology Virtual Journal 2002- (RSC) Chemical Communications 1996-(RSC) Chemical Communications (London) 1965-1968(RSC) The Chemical Educator 1997- (Springer) Chemical Engineering News 1998- (ACS) Chemical Engineering Science 1995- (Elsevier) Chemical Engineering Technology 1998- (Wiley) Chemical Hazards in Industry 1981- (RSC) Chemical Health and Safety 1995- (Elsevier) Chemical Market Report 1996- Chemical and Petroleum Engineering 2000- (Springer) Chemical Pharmaceutical Bulletin 1999- Chemical Physics 1995- (Elsevier) Chemical Physics Letters 1995- (Elsevier) The Chemical Record 2001- (Wiley) Chemical Research in Chinese Universities Chemical Research in Toxicology 1988- (ACS) Chemical Reviews 1924- (ACS) Chemical Science 2004- (RSC) Chemical Society Reviews 1972-(RSC) Chemical Technology 2005-(RSC) Chemie in unserer Zeit 2000- (Wiley) Chemistry - A European Journal 1998- (Wiley) Chemistry Biodiversity 2004- (Wiley) Chemistry Biology 1995- (Elsevier) Chemistry in Britain 2000-2003 (RSC) Chemistry Education Research and Practice 2005- (RSC) Formerly: University Chemistry Education 1997-2004 (RSC) Chemistry of Heterocyclic Compounds 2000- (Springer-Kluwer) Chemistry Industry Chemistry International 1997- Chemistry Letters 1997- Chemistry of Materials 1989- (ACS) Chemistry of Natural Compounds 2000- (Springer-Kluwer) Chemistry and Physics of Lipids 1995- (Elsevier) Chemistry and Technology of Fuels and Oils 2000- (Springer-Kluwer) Chemistry World 2004- (RSC) Chemometrics and Intelligent Laboratory Systems 1995- (Elsevier) Chemosphere 1995- (Elsevier) ChemPhysChem 2000- (Wiley) Chemtracts 2000- Chinese Chemical Letters 1999- Chinese Journal of Chemistry 中国化学 2000-2004 (有机所) Chinese Journal of Chemistry 中国化学 2005- (Wiley)) Chinese Journal of Geochemistry 1985- Chinese Journal of Organic Chemistry 有机化学 2000- Chinese Journal of Polymer Science 2000- (Springer) Chinese Journal of Reactive Polymers Chinese Science Bulletin Chimia 1997- Chirality 1996- (Wiley) Chromatographia 2003- (Springer) Collection of Czechoslovak Chemical Communications 1994- Colloid Journal 2000- (Springer-Kluwer) Colloid Polymer Science 1998- (Springer) Colloids and Surfaces A: Physicochemical and Engineering Aspects 1995- (Elsevier) Colloids and Surfaces B: Biointerfaces 1995- (Elsevier) Combinatorial Chemistry - an Online Journal 2003- (Elsevier) Comptes Rendus de l'Academie Bulgare des Sciences Comptes Rendus de l'Acadmie des Sciences - Series IIB - Mechanics-Physics-Chemistry-Astronomy 1995-(Elsevier) Comptes Rendus de l'Acadmie des Sciences - Series IIC - Chemistry 1998-2001 (Elsevier) Comptes Rendus Chimie 2002- (Elsevier) Computational and Theoretical Polymer Science 1997-2001 (Elsevier) Computational Biology and Chemistry 2003- (Elsevier) Computers Chemistry 1995-2002 (Elsevier) Computing and Visualization in Science 1997- (Springer) Concepts in Magnetic Resonance Part A 1997- (Wiley) Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering 2001- (Wiley) Contemporary Organic Synthesis 1994-1997 (RSC) Continuum Mechanics and Thermodynamics 1995- (Springer) Contributions to Mineralogy and Petrology 1995- (Springer) Coordination Chemistry Reviews 1995- (Elsevier) Critical Reviews in Analytical Chemistry 2003- (Elsevier) Croatica Chemica Acta 1996- Crystal Growth Design 2001- (ACS) Crystal Engineering 1999- (Elsevier) CrystEngComm 1999- (RSC) Current Biology 1995- (Elsevier) Current Medicinal Chemistry 2000- (Bentham) (下载原文与图书馆联系) Current Medicinal Chemistry - Anti-Cancer Agents 2001- (Bentham) (下载原文与图书馆联系) Current Opinion in Biotechnology 1995- (Elsevier) Current Opinion in Cell Biology 1995- (Elsevier) Current Opinion in Chemical Biology 1997- (Elsevier) Current Opinion in Colloid Interface Science 1999- (Elsevier) Current Opinion in Genetics Development 1995- (Elsevier) Current Opinion in Pharmacology 1995- (Elsevier) Current Opinion in Plant Biology 1995- (Elsevier) Current Opinion in Structural Biology 1995- (Elsevier) Current Organic Chemistry 2000- (Bentham) (下载原文与图书馆联系) Current Topics in Medicinal Chemistry 2001- (Bentham) (下载原文与图书馆联系) D: Dalton Transactions 2003- (RSC) Discussions of the Faraday Society 1947-1971 (RSC) Doklady Biochemistry and Biophysics 2000- (Springer-Kluwer) Doklady Chemistry 2000- (Springer-Kluwer) Doklady Physical Chemistry 2000- (Springer-Kluwer) Drug Discovery Today 1995- (Elsevier) Drug of the Future Dyes and Pigments 1995- (Elsevier) Dynamics and Control 1997-2001 (Springer-Kluwer) E: Electroanalysis 1998- (Wiley) Electrochemistry Communications 1999- (Elsevier) Electrochimica Acta 1995- (Elsevier) Electronic Journal of Theoretical Chemistry 1997 (Wiley) ELECTROPHORESIS 1999- (Wiley) Enantiomer Energy Fuels 1987- (ACS) Engineering and Science Environmental Chemistry Letters 2003- (Springer) Environmental Management 1996- (Springer) Environmental Science Technology 1967- (ACS) Environmental Toxicology 1999- (Wiley) Environmental Toxicology and Pharmacology 1995- (Elsevier) Enzyme and Microbial Technology 1995- (Elsevier) European Food Research and Technology 1999- (Springer) (formerly Zeitschrift fue Lebensmittel-Untersuchung und -Forschung A) European Journal of Biochemistry 1998- (Blackwell) European Journal of Inorganic Chemistry 1998- (Wiley) European Journal of Medicinal Chemistry 1995- (Elsevier) European Journal of Organic Chemistry 1998- (Wiley) European Journal of Pharmaceutical Sciences 1995- (Elsevier) European Journal of Pharmaceutics and Biopharmaceutics 1995- (Elsevier) European Journal of Pharmacology 1995- (Elsevier) European Journal of Solid State and Inorganic Chemistry 1998 (Elsevier) The European Physical Journal B - Condensed Matter 1998- (Springer) The European Physical Journal D - Atomic, Molecular and Optical Physics 1998- (Springer) The European Physical Journal E - Soft Matter 2000- (Springer) European Polymer Journal 1995- (Elsevier) Experimental Cell Research 1995- (Elsevier) Experimental Neurology 1995- (Elsevier) F: Faraday Discussions 1991- (RSC) Faraday Discussions of the Chemical Society 1972-1991 (RSC) Faraday Special Discussions of the Chemical Society (1 issue = N.2) 1972 (RSC) Faraday Symposia of the Chemical Society 1972-1984 (RSC) Faraday Transactions 1997-1998 (RSC) FEBS Journal 1995- (Blackwell) FEBS Letters 1995- (Elsevier) FEMS Microbiology Letters 1995- (Elsevier) Fibre Chemistry 2000- (Springer-Kluwer) Fluid Phase Equilibria 1995- (Elsevier) Focus on Polyvinyl Chloride 2002 (Elsevier) Focus on Powder Coatings 2002- (Elsevier) Forensic Science International 1995- (Elsevier) Foundations of Chemistry 1999- (Springer-Kluwer) Free Radical Biology and Medicine 1995- (Elsevier) Fresenius' Journal of Analytical Chemistry 1995-2001 (Springer) Fuel 1995- (Elsevier) Fuel Processing Technology 1995- (Elsevier) G: Glass and Ceramics 2000- (Springer-Kluwer) Glass Physical and Chemistry 2000- (Springer-Kluwer) Glycobiology 1998- Glycoconjugate Journal 1997- (Springer-Kluwer) Gene 1995- (Elsevier) Geochemical Transactions 2000-2003 (RSC) Granular Matter 1997- (Springer) Green Chemistry 1999- (RSC) H: The Handbook of Environmental Chemistry 2003- (Springer) Helvetica Chimica Acta 1998- (Wiley) Heteroatom Chemistry 1996- (Wiley) Heterocycles 1996- Heterocycles 2000- High Energy Chemistry 2000- (Springer-Kluwer) Holz als Roh- und Werkstoff 1995- (Springer) Hungarian Chemical Journal I: Indian Journal of Chemistry, Sect. A Indian Journal of Chemistry, Sect. B Industrial Engineering Chemistry Research 1987- (ACS) IEC (1909-1970) IEC Fundamentals (1962-1968) IEC Process Design and Development (1962-1968) IEC Product Research and Development (1962-1968) Inorganic Chemistry 1962- (ACS) Inorganic Chemistry Communications 1995- (Elsevier) Inorganic Materials 2000- (Springer-Kluwer) Inorganica Chimica Acta 1995- (Elsevier) Instruments and Experimental Techniques 2000- (Springer-Kluwer) Interface Science 1997- (Springer) International Journal of Adhesion and Adhesives 1995- (Elsevier) International Journal of Antimicrobial Agents 1995- (Elsevier) International Journal of Biochemistry Cell Biology, The 1995- (Elsevier) International Journal of Biological Macromolecules 1995- (Elsevier) International Journal of Cosmetic Science 1997- (Blackwell) International Journal of Fracture 1997- (Springer-Kluwer) International Journal of Hydrogen Energy 1995- (Elsevier) International Journal of Inorganic Materials 1999-2001 (Elsevier) International Journal of Mass Spectrometry 1998- (Elsevier) International Journal of Mass Spectrometry and Ion Processes 1995-1998 (Elsevier) International Journal of Mechanics and Materials in Design 2004 (Springer-Kluwer) International Journal of Molecular Sciences 2000- International Journal of Pharmaceutics 1995- (Elsevier) International Journal of Quantum Chemistry 1997- (Wiley) International Journal of Thermophysics 1998- (Springer-Kluwer) International Medicine Journal 2001- (Blackwell) J: Journal of Agricultural and Food Chemistry 1953- (ACS) Journal of Alloys and Compounds 1995- (Elsevier) Journal of the American Chemical Society 1879- (ACS) Journal of the American College of Cardiology 1995- (Elsevier) Journal of the American Society for Mass Spectrometry 1995- (Elsevier) Journal of Analytical and Applied Pyrolysis 1995- (Elsevier) Journal of Analytical Atomic Spectrometry 1986- (RSC) Journal of Analytical Chemistry 2000- (Springer-Kluwer) The Journal of Antibiotics Journal of Applied Crystallography 2000- (Blackwell) Journal of Applied Electrochemistry 1997- (Springer-Kluwer) Journal of Applied Polymer Science 1996- (Wiley) Journal of Applied Spectroscopy 2000- (Springer) Journal of Asian Natural Products Research 2002- (Taylor Francis) Journal of Basic Microbiology 1998- (Wiley) Journal of Biochemical and Biophysical Methods 1995- (Elsevier) Journal of Biochemical and Molecular Toxicology 1998- (Wiley) Journal of Bioenergetics and Biomembranes 1997- (Springer) Journal of Biological Chemistry 1980- Journal of Biological Inorganic Chemistry 1996- (Springer) Journal of Biological Physics 1997- (Springer) Journal of Biomedical Materials Research Part A 1996- (Wiley) Journal of Biomedical Materials Research Part B: Applied Biomaterials 1996- (Wiley) Journal of Biomolecular NMR 1997- (Springer) Journal of Bioscience and Bioengineering 1995- (Elsevier) Journal of Biotechnology 1995- (Elsevier) Journal of Carbohydrate Chemistry 2001- (Taylor Francis) Journal of Catalysis 1995- (Elsevier) Journal of Cellular Biochemistry 1996- (Wiley) Journal of Chemical Crystallography 1998- (Springer-Kluwer) Journal of Chemical Ecology 1997- (Springer) Journal of Chemical Engineering Data 1959- (ACS) IEC Chem and Eng Data Series (1962-1968) Journal of Chemical Information and Computer Sciences 1975- (ACS) Journal of Chemical Documentation (1961-1974) Journal of Chemical Research 1997-1999 (RSC) Journal of the Chemical Society 1862-1877 (RSC) Journal of the Chemical Society (Resumed) 1926-1965 (RSC) Journal of the Chemical Society, Abstracts 1878-1925 (RSC) Journal of the Chemical Society, Chemical Communications 1972-1995 (RSC) Journal of the Chemical Society, Dalton Transactions: Inorganic Chemistry 1972-2002 (RSC) Journal of the Chemical Society, Faraday Transactions 1990-1998 (RSC) Journal of the Chemical Society, Faraday Transactions 1: Physical Chemistry in Condensed Phases 1972-1989(RSC) Journal of the Chemical Society, Faraday Transactions 2: Molecular and Chemical Physics 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