Class information for:
Level 1: PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
26534 252 22.5 39%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
2769 2             SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS 3152
26534 1                   PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES 252

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PROJECTION PURSUIT authKW 512039 12% 15% 29
2 SPHERING authKW 363516 1% 100% 3
3 POSTERIOR CLASS PROBABILITIES authKW 272635 1% 75% 3
4 ASYMMETRIC CLASSIFICATION PROBLEMS authKW 242344 1% 100% 2
5 CONVEX AND PIECEWISE LINEAR CPL CRITERION FUNCTIONS authKW 242344 1% 100% 2
6 FISHERS CLASSIFIER authKW 242344 1% 100% 2
7 LEARNING OBJECTIVE FUNCTIONS authKW 242344 1% 100% 2
8 LINEAR SEPARABILITY OF DATA SETS authKW 242344 1% 100% 2
9 MINIMUM MISCLASSIFICATION ERROR authKW 242344 1% 100% 2
10 NORMALLY DISTRIBUTED CLASSES authKW 242344 1% 100% 2

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 5824 40% 0% 100
2 Statistics & Probability 2203 23% 0% 58
3 Computer Science, Theory & Methods 562 13% 0% 34
4 Engineering, Electrical & Electronic 448 26% 0% 66
5 Computer Science, Interdisciplinary Applications 169 8% 0% 19
6 Computer Science, Information Systems 109 6% 0% 15
7 Computer Science, Cybernetics 104 2% 0% 5
8 Mathematics, Interdisciplinary Applications 47 4% 0% 9
9 Automation & Control Systems 46 3% 0% 8
10 Mathematical & Computational Biology 46 3% 0% 7

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 DEPARTAMENTAL I 121172 0% 100% 1
2 DIPARTIMENTO AUTOMAZ ELETTROMAGNETISMO INGN INFOM 121172 0% 100% 1
3 ESTAD ECONOMETRICA 121172 0% 100% 1
4 IST NAZL GEOFIS VULCANOL BOLOGNA 121172 0% 100% 1
5 KNOWLEDGE SOC MANAGEMENT 121172 0% 100% 1
6 LOWELL SLOAN MANAGEMENT 121172 0% 100% 1
7 TECNOL COMINICAC 121172 0% 100% 1
8 TEOR DENAL COMUN INGN TELEMAT 121172 0% 100% 1
9 TEOR SENAL COMUNICAC ING TELEMAT 121172 0% 100% 1
10 TOULOUSE ECON GREMAQ IMT 121172 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 9430 6% 1% 15
2 PATTERN RECOGNITION 6378 8% 0% 19
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2124 4% 0% 9
4 STATISTICS AND COMPUTING 1910 2% 0% 4
5 MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING 1646 1% 0% 3
6 COMPUTATIONAL STATISTICS & DATA ANALYSIS 1557 3% 0% 8
7 CONTRIBUTIONS TO STATISTICS 1371 1% 0% 3
8 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 1111 1% 0% 3
9 ANNALS OF STATISTICS 1101 2% 0% 6
10 IET COMPUTER VISION 1083 1% 0% 2

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 PROJECTION PURSUIT 512039 12% 15% 29 Search PROJECTION+PURSUIT Search PROJECTION+PURSUIT
2 SPHERING 363516 1% 100% 3 Search SPHERING Search SPHERING
3 POSTERIOR CLASS PROBABILITIES 272635 1% 75% 3 Search POSTERIOR+CLASS+PROBABILITIES Search POSTERIOR+CLASS+PROBABILITIES
4 ASYMMETRIC CLASSIFICATION PROBLEMS 242344 1% 100% 2 Search ASYMMETRIC+CLASSIFICATION+PROBLEMS Search ASYMMETRIC+CLASSIFICATION+PROBLEMS
5 CONVEX AND PIECEWISE LINEAR CPL CRITERION FUNCTIONS 242344 1% 100% 2 Search CONVEX+AND+PIECEWISE+LINEAR+CPL+CRITERION+FUNCTIONS Search CONVEX+AND+PIECEWISE+LINEAR+CPL+CRITERION+FUNCTIONS
6 FISHERS CLASSIFIER 242344 1% 100% 2 Search FISHERS+CLASSIFIER Search FISHERS+CLASSIFIER
7 LEARNING OBJECTIVE FUNCTIONS 242344 1% 100% 2 Search LEARNING+OBJECTIVE+FUNCTIONS Search LEARNING+OBJECTIVE+FUNCTIONS
8 LINEAR SEPARABILITY OF DATA SETS 242344 1% 100% 2 Search LINEAR+SEPARABILITY+OF+DATA+SETS Search LINEAR+SEPARABILITY+OF+DATA+SETS
9 MINIMUM MISCLASSIFICATION ERROR 242344 1% 100% 2 Search MINIMUM+MISCLASSIFICATION+ERROR Search MINIMUM+MISCLASSIFICATION+ERROR
10 NORMALLY DISTRIBUTED CLASSES 242344 1% 100% 2 Search NORMALLY+DISTRIBUTED+CLASSES Search NORMALLY+DISTRIBUTED+CLASSES

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 ESPEZUA, S , VILLANUEVA, E , MACIEL, CD , (2014) TOWARDS AN EFFICIENT GENETIC ALGORITHM OPTIMIZER FOR SEQUENTIAL PROJECTION PURSUIT.NEUROCOMPUTING. VOL. 123. ISSUE . P. 40-48 13 62% 6
2 RUEDA, L , HERRERA, M , (2006) A THEORETICAL COMPARISON OF TWO LINEAR DIMENSIONALITY REDUCTION TECHNIQUES.PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS. VOL. 4225. ISSUE . P. 624 -633 11 92% 0
3 RUEDA, L , (2004) SELECTING THE BEST HYPERPLANE IN THE FRAMEWORK OF OPTIMAL PAIRWISE LINEAR CLASSIFIERS.PATTERN RECOGNITION LETTERS. VOL. 25. ISSUE 1. P. 49-62 10 100% 8
4 ALI, ML , RUEDA, L , HERRERA, M , (2006) ON THE PERFORMANCE OF CHERNOFF-DISTANCE-BASED LINEAR DIMENSIONALITY REDUCTION TECHNIQUES.ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS. VOL. 4013. ISSUE . P. 467 -478 10 91% 3
5 RUEDA, L , (2004) AN EFFICIENT APPROACH TO COMPUTE THE THRESHOLD FOR MULTI-DIMENSIONAL LINEAR CLASSIFIERS.PATTERN RECOGNITION. VOL. 37. ISSUE 4. P. 811-826 10 91% 3
6 RUEDA, L , (2003) A NEW APPROACH THAT SELECTS A SINGLE HYPERPLANE FROM THE OPTIMAL PAIRWISE LINEAR CLASSIFIER.PROGRESS IN PATTERN RECOGNITION, SPEECH AND IMAGE ANALYSIS. VOL. 2905. ISSUE . P. 521-528 9 100% 0
7 RUEDA, L , HERRERA, M , (2006) A NEW APPROACH TO MULTI-CLASS LINEAR DIMENSIONALITY REDUCTION.PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS. VOL. 4225. ISSUE . P. 634 -643 9 75% 5
8 RUEDA, L , HERRERA, M , (2006) A NEW LINEAR DIMENSIONALITY REDUCTION TECHNIQUE BASED ON CHERNOFF DISTANCE.ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA-SBIA 2006, PROCEEDINGS. VOL. 4140. ISSUE . P. 299 -308 8 80% 0
9 ROHATSCH, T , POPPEL, G , WERNER, H , (2006) PROJECTION PURSUIT FOR ANALYZING DATA FROM SEMICONDUCTOR ENVIRONMENTS.IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING. VOL. 19. ISSUE 1. P. 87-94 7 88% 1
10 BERRO, A , MARIE-SAINTE, SL , RUIZ-GAZEN, A , (2010) GENETIC ALGORITHMS AND PARTICLE SWARM OPTIMIZATION FOR EXPLORATORY PROJECTION PURSUIT.ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE. VOL. 60. ISSUE 1-2. P. 153 -178 8 67% 3

Classes with closest relation at Level 1


Rank Class id link
1 36994 MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//APPROXIMATE MULTIDIMENSIONAL SCALING
2 14647 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
3 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT
4 23167 EXCESS MASS//SIZER//LEVEL SET ESTIMATION
5 29886 ARCVIEW SOFTWARE//KAMLA MILLS//SUSTAINABLE BUSINESS SOLUT
6 20388 ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION
7 6790 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD
8 15239 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
9 29148 ELEKTRONIKA IR ELEKTROTECHNIKA//TRANSPORT ELECT TELEMAT//RECOGNIT PROC
10 16169 DATA DEPTH//HALFSPACE DEPTH//MULTIVARIATE MEDIAN

Go to start page