Class information for:
Level 1: CLASS SPECIFIC FEATURES//FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION//WORD SPACING

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
31 3       COMPUTER SCIENCE, SOFTWARE ENGINEERING//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 113161
355 2             RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//INFORMATION PROCESSING & MANAGEMENT 17972
37786 1                   CLASS SPECIFIC FEATURES//FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION//WORD SPACING 76

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CLASS SPECIFIC FEATURES authKW 1727911 7% 83% 5
2 FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION authKW 829398 3% 100% 2
3 WORD SPACING authKW 552931 3% 67% 2
4 1 SLACK STRUCTURAL SVM authKW 414699 1% 100% 1
5 ANSWER TRUSTWORTHINESS authKW 414699 1% 100% 1
6 ANSWER TYPE authKW 414699 1% 100% 1
7 ANSWER VERIFICATION AND WEIGHT BOOSTING authKW 414699 1% 100% 1
8 ASTREC address 414699 1% 100% 1
9 AUTOMATIC KOREAN WORD SPACING authKW 414699 1% 100% 1
10 AUTOMATIC WORD SPACING authKW 414699 1% 100% 1

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Information Systems 834 28% 0% 21
2 Telecommunications 717 26% 0% 20
3 Engineering, Electrical & Electronic 680 55% 0% 42
4 Computer Science, Artificial Intelligence 536 22% 0% 17
5 Information Science & Library Science 332 11% 0% 8
6 Engineering, Aerospace 196 8% 0% 6
7 Computer Science, Software Engineering 147 11% 0% 8
8 Computer Science, Theory & Methods 100 11% 0% 8
9 Computer Science, Hardware & Architecture 32 4% 0% 3
10 Computer Science, Cybernetics 13 1% 0% 1

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ASTREC 414699 1% 100% 1
2 CRAIC 414699 1% 100% 1
3 SENSOR DATA FUS 207348 1% 50% 1
4 SPEECH LANGUAGE INFORMAT 184308 3% 22% 2
5 ADV TRANSLAT TECHNOL 138232 1% 33% 1
6 PROGRAM COMP COMMUN ENGN 127596 3% 15% 2
7 BIGDATA SOFTWARE 103673 1% 25% 1
8 CONTENT 82938 1% 20% 1
9 ELECT COMP BIOMED ENGN 77025 12% 2% 9
10 UNDERSEA WARFARE 76692 11% 2% 8

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ETRI JOURNAL 44003 18% 1% 14
2 ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING 25915 3% 3% 2
3 INFORMATION PROCESSING & MANAGEMENT 4927 7% 0% 5
4 BIG DATA 4273 1% 1% 1
5 IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 3289 9% 0% 7
6 IEEE TRANSACTIONS ON SIGNAL PROCESSING 2603 11% 0% 8
7 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 2305 7% 0% 5
8 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 1927 1% 0% 1
9 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 1348 3% 0% 2
10 JOURNAL OF INFORMATION SCIENCE 1048 3% 0% 2

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 CLASS SPECIFIC FEATURES 1727911 7% 83% 5 Search CLASS+SPECIFIC+FEATURES Search CLASS+SPECIFIC+FEATURES
2 FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION 829398 3% 100% 2 Search FIXED+THRESHOLD+SEQUENTIAL+MINIMAL+OPTIMIZATION Search FIXED+THRESHOLD+SEQUENTIAL+MINIMAL+OPTIMIZATION
3 WORD SPACING 552931 3% 67% 2 Search WORD+SPACING Search WORD+SPACING
4 1 SLACK STRUCTURAL SVM 414699 1% 100% 1 Search 1+SLACK+STRUCTURAL+SVM Search 1+SLACK+STRUCTURAL+SVM
5 ANSWER TRUSTWORTHINESS 414699 1% 100% 1 Search ANSWER+TRUSTWORTHINESS Search ANSWER+TRUSTWORTHINESS
6 ANSWER TYPE 414699 1% 100% 1 Search ANSWER+TYPE Search ANSWER+TYPE
7 ANSWER VERIFICATION AND WEIGHT BOOSTING 414699 1% 100% 1 Search ANSWER+VERIFICATION+AND+WEIGHT+BOOSTING Search ANSWER+VERIFICATION+AND+WEIGHT+BOOSTING
8 AUTOMATIC KOREAN WORD SPACING 414699 1% 100% 1 Search AUTOMATIC+KOREAN+WORD+SPACING Search AUTOMATIC+KOREAN+WORD+SPACING
9 AUTOMATIC WORD SPACING 414699 1% 100% 1 Search AUTOMATIC+WORD+SPACING Search AUTOMATIC+WORD+SPACING
10 BILINGUAL DEPENDENCY PARSING 414699 1% 100% 1 Search BILINGUAL+DEPENDENCY+PARSING Search BILINGUAL+DEPENDENCY+PARSING

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 16262 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//COMPUTATIONAL LINGUISTICS
2 27677 CHINESE WORD SEGMENTATION//ALLERGOL IMMUNOL SERV//ASSOCIATE CONSTRAINT NETWORK
3 22473 COMMUNITY QUESTION ANSWERING//QUESTION ANSWERING//QUESTION CLASSIFICATION
4 28461 PARTIAL PARSING//TEXT CHUNKING//SHALLOW PARSING
5 33792 COMP SCI LIX//DEFORMED EXPONENTIAL FAMILY//HESSIAN MANIFOLD
6 20324 DOMAIN ADAPTATION//TRANSFER LEARNING//MULTI TASK LEARNING
7 26127 LINKED DATA//SEMANTIC WEB//SEMANT COMP GRP SECO
8 8844 FEATURE SELECTION//UNSUPERVISED FEATURE SELECTION//FEATURE RANKING
9 22059 AIC//KULLBACK LEIBLER INFORMATION//BIAS CORRECTED AIC
10 18351 PRONOUN RESOLUTION//IMPLICIT CAUSALITY//REPEATED NAME PENALTY

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