Class information for:
Level 1: STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS

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
37426 1                   STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS 83

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STRING KERNELS authKW 1215108 10% 40% 8
2 LEARNING WITH SEQUENTIAL DATA authKW 759448 2% 100% 2
3 SEQUENCE KERNELS authKW 506298 2% 67% 2
4 SEQUENCE KERNEL authKW 488213 4% 43% 3
5 AMBIGUOUS SUPERVISION authKW 379724 1% 100% 1
6 APPROXIMATELY CONTIGUOUS SEQUENCES authKW 379724 1% 100% 1
7 APPROXIMATING KERNELS authKW 379724 1% 100% 1
8 AREA CODE MINING authKW 379724 1% 100% 1
9 BIT PARALLEL TECHNIQUE authKW 379724 1% 100% 1
10 BLOCK BASED LINK ANALYSIS authKW 379724 1% 100% 1

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 4064 58% 0% 48
2 Computer Science, Information Systems 619 23% 0% 19
3 Computer Science, Theory & Methods 561 23% 0% 19
4 Automation & Control Systems 263 12% 0% 10
5 Computer Science, Software Engineering 72 7% 0% 6
6 Telecommunications 20 5% 0% 4
7 Computer Science, Interdisciplinary Applications 20 5% 0% 4
8 Information Science & Library Science 16 2% 0% 2
9 Engineering, Industrial 13 2% 0% 2
10 Computer Science, Cybernetics 12 1% 0% 1

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP SECUR GRP 1 379724 1% 100% 1
2 E BIZ IT 379724 1% 100% 1
3 INFORMAT ASSURANCE BRANCH 379724 1% 100% 1
4 INTELLIGENT DATA ANAL 1 379724 1% 100% 1
5 TELECOM SOLUT BUSINESS TFT 379724 1% 100% 1
6 CIUTAT POLITECN INNOVACIO 189861 1% 50% 1
7 SK CC 189861 1% 50% 1
8 EDUC INFORMAT ASSURANCE 126573 1% 33% 1
9 GRP M2SF 94930 1% 25% 1
10 ITC IRST 60752 2% 8% 2

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF MACHINE LEARNING RESEARCH 14893 10% 0% 8
2 DATA MINING AND KNOWLEDGE DISCOVERY 2474 2% 0% 2
3 JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE 1905 5% 0% 4
4 WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1869 1% 0% 1
5 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 1858 11% 0% 9
6 JOURNAL OF WEB ENGINEERING 1716 1% 0% 1
7 INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE 1543 2% 0% 2
8 INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION 1410 1% 0% 1
9 MACHINE LEARNING 1200 2% 0% 2
10 APPLIED INTELLIGENCE 1171 2% 0% 2

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 STRING KERNELS 1215108 10% 40% 8 Search STRING+KERNELS Search STRING+KERNELS
2 LEARNING WITH SEQUENTIAL DATA 759448 2% 100% 2 Search LEARNING+WITH+SEQUENTIAL+DATA Search LEARNING+WITH+SEQUENTIAL+DATA
3 SEQUENCE KERNELS 506298 2% 67% 2 Search SEQUENCE+KERNELS Search SEQUENCE+KERNELS
4 SEQUENCE KERNEL 488213 4% 43% 3 Search SEQUENCE+KERNEL Search SEQUENCE+KERNEL
5 AMBIGUOUS SUPERVISION 379724 1% 100% 1 Search AMBIGUOUS+SUPERVISION Search AMBIGUOUS+SUPERVISION
6 APPROXIMATELY CONTIGUOUS SEQUENCES 379724 1% 100% 1 Search APPROXIMATELY+CONTIGUOUS+SEQUENCES Search APPROXIMATELY+CONTIGUOUS+SEQUENCES
7 APPROXIMATING KERNELS 379724 1% 100% 1 Search APPROXIMATING+KERNELS Search APPROXIMATING+KERNELS
8 AREA CODE MINING 379724 1% 100% 1 Search AREA+CODE+MINING Search AREA+CODE+MINING
9 BIT PARALLEL TECHNIQUE 379724 1% 100% 1 Search BIT+PARALLEL+TECHNIQUE Search BIT+PARALLEL+TECHNIQUE
10 BLOCK BASED LINK ANALYSIS 379724 1% 100% 1 Search BLOCK+BASED+LINK+ANALYSIS Search BLOCK+BASED+LINK+ANALYSIS

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 13623 TEXT CATEGORIZATION//TEXT CLASSIFICATION//TERM WEIGHTING
2 29008 INFORMAT SCI INTELLIGENT SYST//TRIE STRUCTURES//NATURAL LANGUAGE DICTIONARIES
3 17141 INFORMATION EXTRACTION//WRAPPER INDUCTION//WEB DATA EXTRACTION
4 20083 SPAM FILTERING//SPAM//SPAM DETECTION
5 8659 SEMANTIC SIMILARITY//WORD SENSE DISAMBIGUATION//WORDNET
6 26842 LEVERAGE SCORES//RANDOMIZED LINEAR ALGEBRA//STATISTICAL LEVERAGE
7 23343 NAUCHNO-TEKHNICHESKAYA INFORMATSIYA SERIYA 2-INFORMATSIONNYE PROTSESSY I SISTEMY//ARABIC NATURAL LANGUAGE PROCESSING//SPELLING ERROR CORRECTION
8 3426 TWIN SUPPORT VECTOR MACHINE//SUPPORT VECTOR MACHINE//MULTIPLE KERNEL LEARNING
9 23007 MULTI CLASS CLASSIFICATION//ERROR CORRECTING OUTPUT CODES//ERROR CORRECTING OUTPUT CODES ECOC
10 21641 WEB USAGE MINING//WEB LOG MINING//WEB ROBOT DETECTION

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