CLASSIFICATION OF MASS-SPECTRA VIA PATTERN-RECOGNITION

被引:15
作者
MCGILL, JR [1 ]
KOWALSKI, BR [1 ]
机构
[1] UNIV WASHINGTON,DEPT CHEM,CHEMOMETR LAB,SEATTLE,WA 98195
来源
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES | 1978年 / 18卷 / 01期
关键词
D O I
10.1021/ci60013a012
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
引用
收藏
页码:52 / 55
页数:4
相关论文
共 34 条
[1]  
Anderson TW., 1958, INTRO MULTIVARIATE S
[2]   ALTERNATE REPRESENTATION OF MASS-SPECTRA FOR SPECTRAL IDENTIFICATION PROBLEM (PATTERN-RECOGNITION) [J].
BENDER, CF ;
SHEPHERD, HD ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1973, 45 (03) :617-618
[3]   MULTICLASS LINEAR CLASSIFIER FOR SPECTRAL INTERPRETATION (PATTERN-RECOGNITION) [J].
BENDER, CF ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1974, 46 (02) :294-296
[4]   IMPROVING RELIABILITY OF FACTOR-ANALYSIS OF CHEMICAL DATA BY UTILIZING MEASURED ANALYTICAL UNCERTAINTY [J].
DUEWER, DL ;
KOWALSKI, BR ;
FASCHING, JL .
ANALYTICAL CHEMISTRY, 1976, 48 (13) :2002-2010
[5]   MULTICATEGORY PREDICTION USING ARRAYS OF BINARY PATTERN CLASSIFIERS [J].
FELTY, WL ;
JURS, PC .
ANALYTICAL CHEMISTRY, 1973, 45 (06) :885-889
[6]   APPLICATION OF A PIECEWISE-LINEAR MULTICATEGORY PATTERN CLASSIFIER WITH SELF-EVOLVING CAPABILITIES TO INTERPRETATION OF MASS SPECTRA [J].
FREW, NM ;
WANGEN, LE ;
ISENHOUR, TL .
PATTERN RECOGNITION, 1971, 3 (03) :281-&
[7]   CONSTRAINTS ON LEARNING-MACHINE CLASSIFICATION METHODS [J].
GRAY, NAB .
ANALYTICAL CHEMISTRY, 1976, 48 (14) :2265-2268
[8]   COMPUTERIZED LEARNING MACHINES APPLIED TO CHEMICAL PROBLEMS - MOLECULAR STRUCTURE PARAMETERS FROM LOW RESOLUTION MASS SPECTROMETRY [J].
JURS, PC ;
KOWALSKI, BR ;
ISENHOUR, TL ;
REILLEY, CN .
ANALYTICAL CHEMISTRY, 1970, 42 (12) :1387-&
[9]   COMPUTERIZED LEARNING MACHINES APPLIED TO CHEMICAL PROBLEMS - INVESTIGATION OF CONVERGENCE RATE AND PREDICTIVE ABILITY OF ADAPTIVE BINARY PATTERN CLASSIFIERS [J].
JURS, PC ;
KOWALSKI, BR ;
ISENHOUR, TL ;
REILLEY, CN .
ANALYTICAL CHEMISTRY, 1969, 41 (06) :690-&
[10]   COMPUTERIZED LEARNING MACHINES APPLIED TO CHEMICAL PROBLEMS - MOLECULAR FORMULA DETERMINATION FROM LOW RESOLUTION MASS SPECTROMETRY [J].
JURS, PC ;
KOWALSKI, BR ;
ISENHOUR, TL .
ANALYTICAL CHEMISTRY, 1969, 41 (01) :21-&