Class information for:
Level 1: OUTLIER DETECTION//ONE CLASS CLASSIFICATION//NOVELTY DETECTION

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
464 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//SUPPORT VECTOR MACHINE 16171
13023 1                   OUTLIER DETECTION//ONE CLASS CLASSIFICATION//NOVELTY DETECTION 896

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 OUTLIER DETECTION authKW 1159033 17% 22% 152
2 ONE CLASS CLASSIFICATION authKW 956118 7% 43% 63
3 NOVELTY DETECTION authKW 867022 10% 29% 86
4 ANOMALY DETECTION authKW 400905 13% 10% 112
5 SUPPORT VECTOR CLUSTERING authKW 292191 2% 46% 18
6 SUPPORT VECTOR DATA DESCRIPTION authKW 233072 3% 25% 26
7 SUPPORT VECTOR DOMAIN DESCRIPTION authKW 202656 1% 52% 11
8 DISTANCE BASED OUTLIERS authKW 180891 1% 86% 6
9 DATA DOMAIN DESCRIPTION authKW 175868 1% 100% 5
10 PRE IMAGE PROBLEM authKW 172346 1% 70% 7

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 38369 54% 0% 485
2 Computer Science, Information Systems 7864 25% 0% 222
3 Engineering, Electrical & Electronic 2036 29% 0% 263
4 Computer Science, Theory & Methods 1097 10% 0% 91
5 Telecommunications 612 8% 0% 68
6 Operations Research & Management Science 593 6% 0% 56
7 Computer Science, Hardware & Architecture 522 5% 0% 41
8 Computer Science, Software Engineering 503 6% 0% 53
9 Automation & Control Systems 324 4% 0% 39
10 Computer Science, Interdisciplinary Applications 180 4% 0% 40

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CONTROL THEORY TECHNOL 62526 0% 44% 4
2 GENIE 1 46897 0% 67% 2
3 IND SCI TECHNOL INDI 45220 0% 43% 3
4 ADV OPERAT CONCEPTS OFF 35174 0% 100% 1
5 ADVANCED INFORMAT TECHNOL 35174 0% 100% 1
6 ANAL SYST LASYS 35174 0% 100% 1
7 AUTOMAT GENIE INFORMAT SIGNAL LILLE 35174 0% 100% 1
8 AUTON SURVIVABLE DISTRIBUTED SYST 35174 0% 100% 1
9 BEIJING CLOUD COMP STAND VERIFICAT 35174 0% 100% 1
10 BITSYM 35174 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DATA MINING AND KNOWLEDGE DISCOVERY 25264 2% 3% 21
2 INTELLIGENT DATA ANALYSIS 21741 2% 3% 20
3 KNOWLEDGE AND INFORMATION SYSTEMS 19509 3% 2% 25
4 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 10724 3% 1% 31
5 PATTERN RECOGNITION 7164 4% 1% 38
6 EXPERT SYSTEMS WITH APPLICATIONS 5604 5% 0% 42
7 PATTERN RECOGNITION LETTERS 4611 3% 0% 28
8 JOURNAL OF AEROSPACE INFORMATION SYSTEMS 4178 1% 2% 5
9 INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 3554 2% 1% 17
10 KNOWLEDGE-BASED SYSTEMS 3420 2% 1% 17

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 OUTLIER DETECTION 1159033 17% 22% 152 Search OUTLIER+DETECTION Search OUTLIER+DETECTION
2 ONE CLASS CLASSIFICATION 956118 7% 43% 63 Search ONE+CLASS+CLASSIFICATION Search ONE+CLASS+CLASSIFICATION
3 NOVELTY DETECTION 867022 10% 29% 86 Search NOVELTY+DETECTION Search NOVELTY+DETECTION
4 ANOMALY DETECTION 400905 13% 10% 112 Search ANOMALY+DETECTION Search ANOMALY+DETECTION
5 SUPPORT VECTOR CLUSTERING 292191 2% 46% 18 Search SUPPORT+VECTOR+CLUSTERING Search SUPPORT+VECTOR+CLUSTERING
6 SUPPORT VECTOR DATA DESCRIPTION 233072 3% 25% 26 Search SUPPORT+VECTOR+DATA+DESCRIPTION Search SUPPORT+VECTOR+DATA+DESCRIPTION
7 SUPPORT VECTOR DOMAIN DESCRIPTION 202656 1% 52% 11 Search SUPPORT+VECTOR+DOMAIN+DESCRIPTION Search SUPPORT+VECTOR+DOMAIN+DESCRIPTION
8 DISTANCE BASED OUTLIERS 180891 1% 86% 6 Search DISTANCE+BASED+OUTLIERS Search DISTANCE+BASED+OUTLIERS
9 DATA DOMAIN DESCRIPTION 175868 1% 100% 5 Search DATA+DOMAIN+DESCRIPTION Search DATA+DOMAIN+DESCRIPTION
10 PRE IMAGE PROBLEM 172346 1% 70% 7 Search PRE+IMAGE+PROBLEM Search PRE+IMAGE+PROBLEM

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 27929 EMBEDDED DEBUGGING//SENSING FAULT TOLERANCE//INDOOR WIRELESS COMMUNICATION SYSTEMS
2 8871 INTRUSION DETECTION//INTRUSION DETECTION SYSTEM//ALERT CORRELATION
3 18741 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION
4 26876 FRAUD DETECTION//INSURANCE FRAUD//CREDIT CARD FRAUD DETECTION
5 3426 TWIN SUPPORT VECTOR MACHINE//SUPPORT VECTOR MACHINE//MULTIPLE KERNEL LEARNING
6 13142 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
7 19650 PEOPLE COUNTING//CROWD ANALYSIS//CROWD COUNTING
8 29152 FAULT PROPAGATION MODEL//EVENT CORRELATION//AUSTRALIA E HLTH
9 37426 STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS
10 27015 KEYSTROKE DYNAMICS//MOUSE DYNAMICS//CONTINUOUS AUTHENTICATION

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