Class information for:
Level 1: TIME SERIES CLASSIFICATION//TIME SERIES DATABASES//SUBSEQUENCE MATCHING

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
15953 1                   TIME SERIES CLASSIFICATION//TIME SERIES DATABASES//SUBSEQUENCE MATCHING 709

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 TIME SERIES CLASSIFICATION authKW 1389061 7% 63% 50
2 TIME SERIES DATABASES authKW 594317 3% 70% 19
3 SUBSEQUENCE MATCHING authKW 576077 3% 72% 18
4 DYNAMIC TIME WARPING authKW 365034 8% 15% 54
5 SIMILAR SEQUENCE MATCHING authKW 355609 1% 100% 8
6 TIME SERIES CLUSTERING authKW 251867 2% 33% 17
7 TIME SERIES DATA MINING authKW 213351 2% 40% 12
8 SIMILARITY SEARCH authKW 194412 5% 13% 35
9 INDEX INTERPOLATION authKW 177805 1% 100% 4
10 MOVING AVERAGE TRANSFORM authKW 177805 1% 100% 4

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 22495 47% 0% 331
2 Computer Science, Information Systems 11096 33% 0% 233
3 Statistics & Probability 1978 13% 0% 94
4 Computer Science, Theory & Methods 1177 12% 0% 83
5 Computer Science, Software Engineering 989 9% 0% 64
6 Engineering, Electrical & Electronic 585 19% 0% 134
7 Computer Science, Interdisciplinary Applications 461 7% 0% 53
8 Mathematics, Interdisciplinary Applications 352 6% 0% 39
9 Computer Science, Hardware & Architecture 325 4% 0% 29
10 Operations Research & Management Science 213 4% 0% 31

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GRP MODELING OPTIMIZAT STAT INFERENCE MODES 88902 0% 100% 2
2 ACSYS 44451 0% 100% 1
3 BIOMED INFORMAT COMP ENGN SYST SCI 44451 0% 100% 1
4 CARL EMILY FUCHS CHAIR SYST CONTROL 44451 0% 100% 1
5 CHARLES DELAUNAY UMR CNRS STMR 6279 44451 0% 100% 1
6 CNRS LIG AMA 44451 0% 100% 1
7 CNRSTIMB 44451 0% 100% 1
8 COGNIT INFORMAT TECHNOL 44451 0% 100% 1
9 COMPUTATIONALLY INTELLIGENT SYST 44451 0% 100% 1
10 COMPUTATIONALLY INTELLIGENT SYST GRP CIS 44451 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DATA MINING AND KNOWLEDGE DISCOVERY 69627 4% 5% 31
2 KNOWLEDGE AND INFORMATION SYSTEMS 20875 3% 2% 23
3 VLDB JOURNAL 10419 2% 2% 12
4 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 9537 4% 1% 26
5 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 7363 1% 3% 6
6 INTELLIGENT DATA ANALYSIS 6861 1% 2% 10
7 KNOWLEDGE-BASED SYSTEMS 6619 3% 1% 21
8 INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 6276 1% 1% 10
9 INFORMATION SCIENCES 5053 4% 0% 30
10 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 4699 6% 0% 42

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 TIME SERIES CLASSIFICATION 1389061 7% 63% 50 Search TIME+SERIES+CLASSIFICATION Search TIME+SERIES+CLASSIFICATION
2 TIME SERIES DATABASES 594317 3% 70% 19 Search TIME+SERIES+DATABASES Search TIME+SERIES+DATABASES
3 SUBSEQUENCE MATCHING 576077 3% 72% 18 Search SUBSEQUENCE+MATCHING Search SUBSEQUENCE+MATCHING
4 DYNAMIC TIME WARPING 365034 8% 15% 54 Search DYNAMIC+TIME+WARPING Search DYNAMIC+TIME+WARPING
5 SIMILAR SEQUENCE MATCHING 355609 1% 100% 8 Search SIMILAR+SEQUENCE+MATCHING Search SIMILAR+SEQUENCE+MATCHING
6 TIME SERIES CLUSTERING 251867 2% 33% 17 Search TIME+SERIES+CLUSTERING Search TIME+SERIES+CLUSTERING
7 TIME SERIES DATA MINING 213351 2% 40% 12 Search TIME+SERIES+DATA+MINING Search TIME+SERIES+DATA+MINING
8 SIMILARITY SEARCH 194412 5% 13% 35 Search SIMILARITY+SEARCH Search SIMILARITY+SEARCH
9 INDEX INTERPOLATION 177805 1% 100% 4 Search INDEX+INTERPOLATION Search INDEX+INTERPOLATION
10 MOVING AVERAGE TRANSFORM 177805 1% 100% 4 Search MOVING+AVERAGE+TRANSFORM Search MOVING+AVERAGE+TRANSFORM

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 25288 LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES
2 38581 EXPERT SYSTEM BUILDING TOOLS//PAN STAGE MODELS//APPLICATION OF EXPERT SYSTEM BUILDING TOOLS
3 38741 CERVICAL DIAGNOSIS//CLUSTER BASED MULTIPLE COMPARISONS//CLUSTERING WITH UNCERTAINTY
4 22518 DIALYSIS BIOREACTOR//DOUBLE THYMIDINE BLOCK//JUST IN TIME ASSEMBLY
5 19775 SIMILARITY SEARCH//HIGH DIMENSIONAL INDEXING//METRIC ACCESS METHODS
6 5527 FUZZY TIME SERIES//TIME SERIES FORECASTING//FUZZY FORECASTING
7 31556 HARMONY LEARNING//ARTIFICIAL NEURAL NETWORKS//BAYESIAN YING YANG BYY HARMONY LEARNING
8 33676 6 MAIN PRINCIPLES 5W 1H//ACCESS FREQUENCY//APPLICATIONS IN ARTS AND ENTERTAINMENT
9 37426 STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS
10 18741 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION

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