Class information for:
Level 1: UNIFYING METRIC APPROACH//2 LEVEL PATTERN RECOGNITION//EVOLVING TRANSFORMATION SYSTEMS

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
31572 151 22.8 24%



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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
624 3       BRITISH TELECOMMUNICATIONS ENGINEERING//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//SPEECH ENHANCEMENT 13469
4025 2             CLASS SPECIFIC FEATURES//EXPONENTIALLY EMBEDDED FAMILY//JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL 658
31572 1                   UNIFYING METRIC APPROACH//2 LEVEL PATTERN RECOGNITION//EVOLVING TRANSFORMATION SYSTEMS 151

Terms with highest relevance score



rank Term termType Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 UNIFYING METRIC APPROACH authKW 606666 2% 100% 3
2 2 LEVEL PATTERN RECOGNITION authKW 404444 1% 100% 2
3 EVOLVING TRANSFORMATION SYSTEMS authKW 404444 1% 100% 2
4 FUZZY K NN CLASSIFIERS authKW 404444 1% 100% 2
5 KNOWLEDGE BASED INTERFACES authKW 404444 1% 100% 2
6 STABILITY QUOTIENT authKW 404444 1% 100% 2
7 2 LEVEL CLASSIFICATION authKW 202222 1% 100% 1
8 ADAPTIVE LEARNING OF PRIMITIVES authKW 202222 1% 100% 1
9 ADAPTIVE METRIC MODEL FOR PATTERN LEARNING authKW 202222 1% 100% 1
10 ATTRIBUTED HIERARCHICAL DESCRIPTION SYSTEMS authKW 202222 1% 100% 1

Web of Science journal categories



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 Computer Science, Artificial Intelligence 2316 32% 0% 49
2 Medical Informatics 718 9% 0% 13
3 Computer Science, Cybernetics 599 6% 0% 9
4 Computer Science, Interdisciplinary Applications 456 15% 0% 23
5 Computer Science, Theory & Methods 435 15% 0% 23
6 Statistics & Probability 337 12% 0% 18
7 Computer Science, Information Systems 172 9% 0% 14
8 Engineering, Electrical & Electronic 142 20% 0% 30
9 Computer Science, Software Engineering 133 7% 0% 11
10 Engineering, Biomedical 111 7% 0% 11

Address terms



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 CLEMESSY 202222 1% 100% 1
2 EUROPEAN SPEECH TECHNOL GRP 202222 1% 100% 1
3 INTELIGENCIA INTELLIGENCE 202222 1% 100% 1
4 MANUSCRIPT GRANT PREPARAT SERV 202222 1% 100% 1
5 GTR 28887 1% 14% 1
6 INTELLIGENT TECHNOL 11233 1% 6% 1
7 CACS 10641 1% 5% 1
8 SISTEMAS 9085 1% 2% 2
9 LERI 6971 1% 3% 1
10 ESPACE 6318 1% 3% 1

Journals



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING 5945 3% 1% 5
2 PATTERN RECOGNITION 4247 8% 0% 12
3 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 3743 3% 0% 5
4 PATTERN RECOGNITION LETTERS 3498 7% 0% 10
5 INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING 2241 2% 0% 3
6 COMPUTATIONAL STATISTICS & DATA ANALYSIS 1996 5% 0% 7
7 PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION 1293 2% 0% 3
8 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 1215 7% 0% 10
9 SIGPLAN NOTICES 1058 2% 0% 3
10 KYBERNETIKA 1053 2% 0% 3

Author Key Words



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
LCSH search Wikipedia search
1 UNIFYING METRIC APPROACH 606666 2% 100% 3 Search UNIFYING+METRIC+APPROACH Search UNIFYING+METRIC+APPROACH
2 2 LEVEL PATTERN RECOGNITION 404444 1% 100% 2 Search 2+LEVEL+PATTERN+RECOGNITION Search 2+LEVEL+PATTERN+RECOGNITION
3 EVOLVING TRANSFORMATION SYSTEMS 404444 1% 100% 2 Search EVOLVING+TRANSFORMATION+SYSTEMS Search EVOLVING+TRANSFORMATION+SYSTEMS
4 FUZZY K NN CLASSIFIERS 404444 1% 100% 2 Search FUZZY+K+NN+CLASSIFIERS Search FUZZY+K+NN+CLASSIFIERS
5 KNOWLEDGE BASED INTERFACES 404444 1% 100% 2 Search KNOWLEDGE+BASED+INTERFACES Search KNOWLEDGE+BASED+INTERFACES
6 STABILITY QUOTIENT 404444 1% 100% 2 Search STABILITY+QUOTIENT Search STABILITY+QUOTIENT
7 2 LEVEL CLASSIFICATION 202222 1% 100% 1 Search 2+LEVEL+CLASSIFICATION Search 2+LEVEL+CLASSIFICATION
8 ADAPTIVE LEARNING OF PRIMITIVES 202222 1% 100% 1 Search ADAPTIVE+LEARNING+OF+PRIMITIVES Search ADAPTIVE+LEARNING+OF+PRIMITIVES
9 ADAPTIVE METRIC MODEL FOR PATTERN LEARNING 202222 1% 100% 1 Search ADAPTIVE+METRIC+MODEL+FOR+PATTERN+LEARNING Search ADAPTIVE+METRIC+MODEL+FOR+PATTERN+LEARNING
10 ATTRIBUTED HIERARCHICAL DESCRIPTION SYSTEMS 202222 1% 100% 1 Search ATTRIBUTED+HIERARCHICAL+DESCRIPTION+SYSTEMS Search ATTRIBUTED+HIERARCHICAL+DESCRIPTION+SYSTEMS

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.



Rank Reference # ref.
in cl.
Shr. of ref. in
cl.
Citations
1 CHAN, TYT , (1999) INDUCTIVE PATTERN LEARNING.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS. VOL. 29. ISSUE 6. P. 667-674 6 100% 1
2 FELICI, G , (1995) TALKING TO SIBILLA - AN APPROACH TO CONTEXT-DEPENDENT NATURAL-LANGUAGE COMPREHENSION.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 85. ISSUE 2. P. 263-281 6 100% 0
3 ST AMANT, R , COHEN, PR , (1998) INTELLIGENT SUPPORT FOR EXPLORATORY DATA ANALYSIS.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 7. ISSUE 4. P. 545-558 6 55% 4
4 RUNNALLS, AR , (2011) ASPECTS OF CXXR INTERNALS.COMPUTATIONAL STATISTICS. VOL. 26. ISSUE 3. P. 427-442 2 100% 0
5 KEPKA, J , (1995) A BRIEF SURVEY ON CONTROL STRATEGIES IN PATTERN ANALYSIS.COMPUTERS AND ARTIFICIAL INTELLIGENCE. VOL. 14. ISSUE 5. P. 495-512 6 55% 0
6 KUNCHEVA, LI , (1995) USING DEGREE OF CONSENSUS IN 2-LEVEL FUZZY PATTERN-RECOGNITION.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 80. ISSUE 2. P. 365-370 4 80% 4
7 TIERNEY, L , (2005) SOME NOTES ON THE PAST AND FUTURE OF LISP-STAT.JOURNAL OF STATISTICAL SOFTWARE. VOL. 13. ISSUE 9. P. 1-15 3 75% 3
8 KUNCHEVA, L , ANDREEVA, K , (1993) DREAM - A SHELL-LIKE SOFTWARE SYSTEM FOR MEDICAL DATA-ANALYSIS AND DECISION-SUPPORT.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 40. ISSUE 2. P. 73-81 6 50% 5
9 HAAG, U , KOCH, A , VACH, W , (1993) WHY AND HOW TO BUILD A SIMPLE STATISTICAL COMPUTING SYSTEM.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 16. ISSUE 2. P. 237-244 3 100% 0
10 SILVERS, A , HERRMANN, N , GODFREY, K , ROBERTS, B , CERYS, D , (1994) A PROTOTYPE STATISTICAL ADVISORY SYSTEM FOR BIOMEDICAL RESEARCHERS .1. OVERVIEW.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 18. ISSUE 3. P. 341-355 5 56% 2

Classes with closest relation at Level 1



Rank Class id link
1 36994 MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//APPROXIMATE MULTIDIMENSIONAL SCALING
2 20388 ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION
3 31050 ADV DIAGNOST DESIGN//DIAGNOST SERV PLANNING//AUTOMATIC SPEECH SEGMENTATION
4 29746 ADAPTIVE LABELED VECTOR QUANTIZATION//AUTOMATIC SCHEMATIC GENERATION//COINCIDENCE DISTRIBUTED MEMORY
5 29820 A AMA PROD//ADVANCED CARDIAC LIFE SUPPORT SYSTEM//AGGREGATIVE SYNTHESIS
6 36253 MEDIAN FATIGUE STRENGTH//ALLOWABLE STRESS DIAGRAMS//MEAN STRESS DIAGRAMS
7 30788 META LEARNING//LIACC FEP//ALGORITHM RECOMMENDATION
8 25181 LINGUISTIC GEOMETRY//ALGORITHM OF DISCOVERY//INSUFFICIENT KNOWLEDGE AND RESOURCES
9 36331 MULTIDISTANCE//ESTADD//ESTOUT
10 10707 CADIAG 2//MEDICAL EXPERT SYSTEMS//MEDICAL INFORMATICS

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