Class information for:
Level 1: HARMONY LEARNING//ARTIFICIAL NEURAL NETWORKS//BAYESIAN YING YANG BYY HARMONY LEARNING

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
2457 2             FUZZY CLUSTERING//FUZZY C MEANS//CLUSTERING 4254
31556 1                   HARMONY LEARNING//ARTIFICIAL NEURAL NETWORKS//BAYESIAN YING YANG BYY HARMONY LEARNING 165

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HARMONY LEARNING authKW 1337083 4% 100% 7
2 ARTIFICIAL NEURAL NETWORKS address 1216434 7% 58% 11
3 BAYESIAN YING YANG BYY HARMONY LEARNING authKW 795881 3% 83% 5
4 AUTOMATED MODEL SELECTION authKW 682182 3% 71% 5
5 DIRECTION BASIS FUNCTION authKW 573035 2% 100% 3
6 INTELLIGENT INFORMAT SYST address 556549 8% 22% 13
7 TEMPORAL FACTOR ANALYSIS authKW 429775 2% 75% 3
8 BIOMIMETIC PATTERN RECOGNITION authKW 406928 4% 30% 7
9 BAYESIAN YING YANG BYY SYSTEM authKW 382024 1% 100% 2
10 BLURRED IMAGE RESTORATION authKW 382024 1% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 7669 56% 0% 93
2 Computer Science, Theory & Methods 844 20% 0% 33
3 Engineering, Electrical & Electronic 351 28% 0% 47
4 Computer Science, Information Systems 261 11% 0% 18
5 Automation & Control Systems 26 3% 0% 5
6 Computer Science, Cybernetics 24 1% 0% 2
7 Psychology, Mathematical 10 1% 0% 1
8 Operations Research & Management Science 6 2% 0% 3
9 Mathematics, Interdisciplinary Applications 6 2% 0% 3
10 Neurosciences 5 6% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ARTIFICIAL NEURAL NETWORKS 1216434 7% 58% 11
2 INTELLIGENT INFORMAT SYST 556549 8% 22% 13
3 INTELLIGENT PROC 214885 2% 38% 3
4 ARTIFICIAL NETWORKS 191012 1% 100% 1
5 ARTIFICIAL NEUROL NETWORKS 191012 1% 100% 1
6 DEEP COMP CONSULTING GRP 191012 1% 100% 1
7 GEN STUDIES COMP SCI 191012 1% 100% 1
8 INTELLIGENT PROCESSING 191012 1% 100% 1
9 ABT NEUROPHYS 95505 1% 50% 1
10 SPACE CONSTRUCT 95505 1% 50% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CHINESE JOURNAL OF ELECTRONICS 38699 14% 1% 23
2 IEEE TRANSACTIONS ON NEURAL NETWORKS 3234 4% 0% 7
3 NEUROCOMPUTING 3145 8% 0% 13
4 INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2635 2% 0% 3
5 LECTURE NOTES IN COMPUTER SCIENCE 2050 19% 0% 31
6 JOURNAL OF GREY SYSTEM 1785 1% 0% 2
7 NEURAL PROCESSING LETTERS 1652 2% 0% 3
8 NEURAL NETWORKS 1471 3% 0% 5
9 DATA MINING AND KNOWLEDGE DISCOVERY 1242 1% 0% 2
10 NEURAL COMPUTATION 1174 2% 0% 4

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 HARMONY LEARNING 1337083 4% 100% 7 Search HARMONY+LEARNING Search HARMONY+LEARNING
2 BAYESIAN YING YANG BYY HARMONY LEARNING 795881 3% 83% 5 Search BAYESIAN+YING+YANG+BYY+HARMONY+LEARNING Search BAYESIAN+YING+YANG+BYY+HARMONY+LEARNING
3 AUTOMATED MODEL SELECTION 682182 3% 71% 5 Search AUTOMATED+MODEL+SELECTION Search AUTOMATED+MODEL+SELECTION
4 DIRECTION BASIS FUNCTION 573035 2% 100% 3 Search DIRECTION+BASIS+FUNCTION Search DIRECTION+BASIS+FUNCTION
5 TEMPORAL FACTOR ANALYSIS 429775 2% 75% 3 Search TEMPORAL+FACTOR+ANALYSIS Search TEMPORAL+FACTOR+ANALYSIS
6 BIOMIMETIC PATTERN RECOGNITION 406928 4% 30% 7 Search BIOMIMETIC+PATTERN+RECOGNITION Search BIOMIMETIC+PATTERN+RECOGNITION
7 BAYESIAN YING YANG BYY SYSTEM 382024 1% 100% 2 Search BAYESIAN+YING+YANG+BYY+SYSTEM Search BAYESIAN+YING+YANG+BYY+SYSTEM
8 BLURRED IMAGE RESTORATION 382024 1% 100% 2 Search BLURRED+IMAGE+RESTORATION Search BLURRED+IMAGE+RESTORATION
9 BYY SYSTEM 382024 1% 100% 2 Search BYY+SYSTEM Search BYY+SYSTEM
10 HIGH DIMENSIONAL DESCRIPTIVE GEOMETRY 382024 1% 100% 2 Search HIGH+DIMENSIONAL+DESCRIPTIVE+GEOMETRY Search HIGH+DIMENSIONAL+DESCRIPTIVE+GEOMETRY

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM
2 35936 ANKENG LINE OF THE NEW TAIPEI CITY MASS RAPID TRANSIT MRT SYSTEM//COMBINED LINEAR AND GEODETIC REFERENCING//DATA HANDLING FUNCTIONS
3 7357 SELF ORGANIZING MAP//COMPETITIVE LEARNING//CLIN PSYCHOTHER Y
4 16535 MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM
5 16114 IRIS RECOGNITION//IRIS SEGMENTATION//PERIOCULAR RECOGNITION
6 15953 TIME SERIES CLASSIFICATION//TIME SERIES DATABASES//SUBSEQUENCE MATCHING
7 7216 FUZZY CLUSTERING//FUZZY C MEANS//CLUSTER VALIDITY
8 1710 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
9 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
10 8046 HOUGH TRANSFORM//CIRCLE DETECTION//ELLIPSE DETECTION

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