Class information for:
Level 3: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
85 2             FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION 27122
177 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 21383
178 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 21303
872 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//MEDICAL IMAGE ANALYSIS 11656
1565 2             INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION//CHARACTER RECOGNITION//HANDWRITING RECOGNITION 7595
1801 2             MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY 6608
1924 2             REMOTE SENSING//PHOTOGRAMMETRIC RECORD//PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING 6197
2313 2             BIOMETRICS//IRIS RECOGNITION//HANDWRITING 4779
2616 2             HIGH CONTENT SCREENING//CELL SEGMENTATION//HISTOPATHOLOGICAL IMAGE ANALYSIS 3816

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 2001510 35% 19% 39151
2 PATTERN RECOGNITION journal 754204 4% 62% 4331
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE journal 636989 3% 69% 3263
4 IEEE TRANSACTIONS ON IMAGE PROCESSING journal 621658 3% 61% 3602
5 PATTERN RECOGNITION LETTERS journal 539091 3% 57% 3362
6 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY WoSSC 498195 10% 17% 10714
7 IMAGE AND VISION COMPUTING journal 419135 2% 75% 1974
8 ENGINEERING, ELECTRICAL & ELECTRONIC WoSSC 415112 37% 4% 40734
9 COMPUTER VISION AND IMAGE UNDERSTANDING journal 368459 1% 80% 1627
10 FACE RECOGNITION authKW 355990 2% 61% 2058

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 2001510 35% 19% 39151
2 Imaging Science & Photographic Technology 498195 10% 17% 10714
3 Engineering, Electrical & Electronic 415112 37% 4% 40734
4 Computer Science, Software Engineering 287379 12% 8% 13405
5 Computer Science, Theory & Methods 226078 13% 6% 14271
6 Computer Science, Information Systems 149364 10% 5% 11187
7 Remote Sensing 96208 4% 8% 4694
8 Computer Science, Cybernetics 48426 2% 8% 2270
9 Robotics 26378 2% 6% 1668
10 Optics 25413 8% 2% 8512

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP SCI 160176 9% 6% 9874
2 COMP VIS 109149 1% 58% 667
3 COMP SCI ENGN 98607 3% 10% 3757
4 COMP SCI TECHNOL 86457 2% 14% 2310
5 AUTOMAT 77583 2% 12% 2403
6 PATTERN RECOGNIT 66262 1% 39% 605
7 IMAGE PROC PATTERN RECOGNIT 49872 0% 49% 361
8 ELECT ENGN 47633 6% 3% 7065
9 COMP ENGN 46123 2% 9% 1861
10 ELECT COMP ENGN 45442 5% 4% 5537

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PATTERN RECOGNITION 754204 4% 62% 4331
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 636989 3% 69% 3263
3 IEEE TRANSACTIONS ON IMAGE PROCESSING 621658 3% 61% 3602
4 PATTERN RECOGNITION LETTERS 539091 3% 57% 3362
5 IMAGE AND VISION COMPUTING 419135 2% 75% 1974
6 COMPUTER VISION AND IMAGE UNDERSTANDING 368459 1% 80% 1627
7 INTERNATIONAL JOURNAL OF COMPUTER VISION 330530 1% 79% 1472
8 JOURNAL OF ELECTRONIC IMAGING 172256 1% 52% 1171
9 LECTURE NOTES IN COMPUTER SCIENCE 170072 7% 9% 7504
10 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 160319 1% 58% 983

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FACE RECOGNITION 355990 2% 61% 2058 Search FACE+RECOGNITION Search FACE+RECOGNITION
2 IMAGE SEGMENTATION 294435 2% 51% 2058 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
3 SPARSE REPRESENTATION 184399 1% 63% 1040 Search SPARSE+REPRESENTATION Search SPARSE+REPRESENTATION
4 COMPUTER VISION 181961 1% 47% 1385 Search COMPUTER+VISION Search COMPUTER+VISION
5 SEGMENTATION 167669 2% 31% 1971 Search SEGMENTATION Search SEGMENTATION
6 COMPRESSED SENSING 165928 1% 54% 1083 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
7 BIOMETRICS 164151 1% 59% 989 Search BIOMETRICS Search BIOMETRICS
8 FEATURE EXTRACTION 160994 2% 35% 1662 Search FEATURE+EXTRACTION Search FEATURE+EXTRACTION
9 IMAGE DENOISING 152955 1% 80% 680 Search IMAGE+DENOISING Search IMAGE+DENOISING
10 IMAGE RETRIEVAL 149038 1% 74% 710 Search IMAGE+RETRIEVAL Search IMAGE+RETRIEVAL

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 3


rank cluster_id2 link
1 462 VIDEO CODING//SPEECH COMMUNICATION//SPEECH ENHANCEMENT
2 371 COMPUTER GRAPHICS FORUM//IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
3 148 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS
4 688 STEGANOGRAPHY//WATERMARKING//DIGITAL WATERMARKING
5 691 COLOR RESEARCH AND APPLICATION//LIGHT POLLUTION//MUNSELL COLOR SCI
6 239 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING
7 667 FRACTIONAL FOURIER TRANSFORM//FAULT DIAGNOSIS//MECHANICAL SYSTEMS AND SIGNAL PROCESSING
8 247 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS//JOURNAL OF GEODESY//IET RADAR SONAR AND NAVIGATION
9 288 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING//MEDICAL PHYSICS//PHYSICS IN MEDICINE AND BIOLOGY
10 505 PSYCHOLOGY, MATHEMATICAL//APPLIED PSYCHOLOGICAL MEASUREMENT//PSYCHOMETRIKA

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