Support vector machines in water quality management

Analytica Chimica Acta

Volumn 703, Issue 2, 2011, Pages 152-162

  Singh, Kunwar P ^a   Basant, Nikita ^b   Gupta, Shikha ^a  

^a CSIR INDIAN INSTITUTE OF TOXICOLOGY RESEARCH   (India)

^b HOWARD UNIVERSITY   (United States)

Author keywords

Biochemical oxygen demand; Kernel discriminant analysis; Kernel partial least squares; Support vector classification; Support vector regression; Water quality

Indexed keywords

DATA SETS; KERNEL DISCRIMINANT ANALYSIS; KERNEL PARTIAL LEAST SQUARES; LINEAR METHODS; MEASURABLE VARIABLES; MISCLASSIFICATION RATES; MONITORING PROGRAMS; MONITORING SITES; NON-LINEAR MODEL; PERFORMANCE CRITERION; PREDICTIVE CAPABILITIES; REGRESSION MODELING; ROOT MEAN SQUARED ERRORS; SAMPLING SITE; SUPPORT VECTOR CLASSIFICATION; SUPPORT VECTOR REGRESSION; TEST SETS; WATER SAMPLES;

BIOCHEMICAL OXYGEN DEMAND; DATA REDUCTION; DISCRIMINANT ANALYSIS; LEARNING ALGORITHMS; MONITORING; OXYGEN; QUALITY MANAGEMENT; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINES; SURFACE WATERS; WATER CONSERVATION; WATER MANAGEMENT; WATER QUALITY; WATER SUPPLY;

VECTORS;

OXYGEN; SURFACE WATER;

ACCURACY; ARTICLE; BIOCHEMICAL OXYGEN DEMAND; CLASSIFICATION; CONTROLLED STUDY; CORRELATION ANALYSIS; DISCRIMINANT ANALYSIS; ENVIRONMENTAL MONITORING; LINEAR SYSTEM; MATHEMATICAL ANALYSIS; NONLINEAR SYSTEM; PARTIAL LEAST SQUARES REGRESSION; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS; SEASONAL VARIATION; SENSITIVITY AND SPECIFICITY; SUPPORT VECTOR MACHINE; WATER ANALYSIS; WATER QUALITY; WATER SAMPLING;

BIOLOGICAL OXYGEN DEMAND ANALYSIS; DISCRIMINANT ANALYSIS; ENVIRONMENTAL MONITORING; LEAST-SQUARES ANALYSIS; MODELS, STATISTICAL; SUPPORT VECTOR MACHINES; WATER POLLUTANTS; WATER QUALITY;

SPRING VIREMIA OF CARP VIRUS;

EID: 80052261350     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2011.07.027     Document Type: Article

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