Editors: Pomerantsev, Alexey L. (Institute of Chemical Physics, Moscow, Russia) |
Book Description: Chemometrics is the chemical discipline that uses mathematical, statistical and other methods employing formal logic: – to design or select optimal measurement procedures and experiments, and – to provide maximum relevant chemical information by analyzing chemical data. Being conceived as a branch of analytical chemistry, chemometrics now is a general approach. It extracts relevant information out of measured data, regardless of their origin: chemical, physical, biological, etc. Chemometrics has been applied in different areas, and most successfully in multivariate calibration, pattern recognition, classification and discriminant analysis, multivariate modeling, and monitoring of processes. The main chemometric principle is a concept of hidden data structures that can be found using methods of multivariate data analysis. These are the well-known statistic tools such as partial least squares (PLS), soft independent modeling of class analogy (SIMCA), principal-component regression (PCR), wavelet analysis, and many others. Current activities of chemometricians fall into two main categories: (1) development of new methods for manipulating multivariate data and (2) new applications of the known chemometric techniques in different areas such as environment control, food industry, agriculture, medicine, and engineering. |
Please click on a chapter below to purchase separately |
Chapter 1 - Analysis Of Simulated Fracture Surfaces Using Amt And Fractal Geometry Methods (pp. 3-11) Authors / Editors: Kucheryavski, S.; Polyakov, V.; Govorov, A. (Altai State University, Barnaul, Russia) |
Chapter 2 - Informative Score-Loading Plots For Multi-Response Process Monitoring (pp. 13-19) Authors / Editors: Ergon, R. (Telemark University College, Porsgrunn, Norway) |
Chapter 3 - Wavelets In Compressing Spectral Data (pp. 21-36) Authors / Editors: Reinikainen, Satu-Pia (Lappeenranta University of Technology, Lappeenranta, Finland) |
Chapter 4 - Application Of Wavelet Neural Networks In Multivariate Data Analysis (pp. 37-41) Authors / Editors: Khayamian, T.; Esteki, M.; Abbasi, A. (Isfahan University of Technology, Iran) |
Chapter 5 - Principles Of Simple Interval Calculations (pp. 43-64) Authors / Editors: Rodionova, O. Ye.; Pomerantsev, A. L. (Institute of Chemical Physics, Moscow) |
Chapter 6 - Global And Local Chemometric Models Of Spectra-Structure Relationships (pp. 67-87) Authors / Editors: Varmuza, K. (Vienna University of Technology, Austria) |
Chapter 7 - Inverse Problem In Potentiodynamic Electrochemical Impedance (pp. 89-102) Authors / Editors: Bondarenko, A. S.; Ragoisha, G. A. (Belarusian State University, Minsk, Belarus) |
Chapter 8 - Application Of Pattern Recognition Methods In Analysis Of Complex Hydrocarbon Mixtures For Improvement Of Kinetic Data Quality (pp. 103-109) Authors / Editors: Kubička, D.; Murzin, D. Yu (Ĺbo Akademi University, Finland) Reinikainen, S.-P. (Lappeenranta University of Technology, Finland) |
Chapter 9 - Band And Point Statistical Estimation Of Channel-Forming Polypeptides Potential (pp. 111-118) Authors / Editors: Dmitriev, A.; Baryshnikov, V.; Markov, I. (Lipetsk State Pedagogical University, Russia) Tverdislov, V. (Lomonosov Moscow State University, Russia) |
Chapter 10 - Software For Interactive Curve Resolution Using Simplisma (pp. 119-135) Authors / Editors: Bogomolov, Andrey (Advanced Chemistry Development, Inc., Russia) Hachey, Michel; Williams, Antony (Advanced Chemistry Development, Inc., Canada) |
Chapter 11 - Modeling Of Data Structure For Multivariate Calibration In Atomic Emission Spectrometry (pp. 137-149) Authors / Editors: Shabanova, E. and Vasilyeva, I. (Institute of Geochemistry SB RAS, Irkutsk, Russia) |
Chapter 12 - Chemometrics And System Analysis Of Modern Problems In General Chemistry (pp. 151-189) Authors / Editors: Slyusarenko, E. M. and Mosidze, V. T. (Lomonosov Moscow State University, Russia) |
Chapter 13 - Characterization Of Biofuel Mixtures By Online Near Infrared Spectroscopy (pp. 193-208) Authors / Editors: Geladi, Paul (Swedish University of Agricultural Sciences, Sweden) Lillhonga, Tom and Reuter, Linda (Swedish Polytechnic, Finland) |
Chapter 14 - Multivariate Statistical Process Control And Optimization (pp. 209-227) Authors / Editors: Pomerantsev, A. L. and Rodionova, O. Ye. (Institute of Chemical Physics, Moscow, Russia) |
Chapter 15 - Adaptation Of Calibration Models While Transferring Within A Series Of Ir-Spectrometers (pp. 229-236) Authors / Editors: Rusinov, L. A. (St. Petersburg Technological Institute (Technical University), Russia) Zharinov, K. A.; Sulima, A. L.; Zubkov, V. A. (Lumex Ltd., St. Petersburg, Russia) |
Chapter 16 - Specific Features Of Practical Implementation Of Calibration Model Transfer From A Master Instrument To Slave Nir Analyzers For Analysis Of Main Characteristics Of Wheat (pp. 237-243) Authors / Editors: Sulima, E. L.; Zharinov, K. A.; Zubkov, V. A. (Lumex Ltd., St-Petersburg, Russia) Rusinov, L. A. (St. Petersburg Technological Institute (Technical University), Russia) |
Chapter 17 - Sampling In Practice: A Tos Toolbox Of Unit Operations (pp. 245-263) Authors / Editors: Petersen, Lars and Esbensen, Kim H. (Aalborg University Esbjerg, Denmark) |
Chapter 18 - Peculiarities Of Rubber-Oil Interaction Under The Conditions Of Cold Climate (pp. 265-271) Authors / Editors: Petrova, N. N. and Popova, A. F. (Institute of Nonmetallic Materials SB RAS, Yakutsk, Russia) Startsev, O. V. (Altai State University, Barnaul, Russia) |
Chapter 19 - NIR-Spectroscopy: Chemometric Analysis Of Benzine Fractions And Oils (pp. 273-282) Authors / Editors: Safieva, R. Z.; Syunyaev, R. Z.; Purevsuren, S. (Gubkin State Oil and Gas University, Moscow, Russia) Chulyukov O. G. and Demygin, S. S. ("Lumex-Centrum"Ltd., Moscow, Russia) |
Chapter 20 - Ecology And Toxicology Monitoring Pesticides In Agrosystem: Structuring And Analysis (pp. 285-297) Authors / Editors: Larina, Galina Ye. (Institute of Phytopathology, Moscow, Russia) |
Chapter 21 - Textural And Mineralogical Classification Of Soils In National Park "Plescheevo Lake" (pp. 299-311) Authors / Editors: Zborischuk,Yu. N. and Slyusarenko, V.E. (Lomonosov Moscow State Uniersity, Russia) |
Chapter 22 - Explanatory Data Analysis Of Fish Culture In Siberian Lakes (pp. 313-321) Authors / Editors: Semenchenko, A. S. (Moscow State University of Engineering Ecology) Semenchenko, S. M. (2State Fishery Research and Production Center, Russia) Rodionova, O. E. and Pomeransev, A. L. (nstitute of Chemical Physics, Moscow, Russia) |
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Binding: Hardcover |
Pub. Date: 2005 |
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ISBN: 1-59454-257-0 |
Status: AV |
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