Class information for:
Level 1: HYPERSPECTRAL IMAGE CLASSIFICATION//HYPERSPECTRAL IMAGE//HYPERSPECTRAL IMAGE HSI CLASSIFICATION

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
3 4 GEOSCIENCES, MULTIDISCIPLINARY//GEOCHEMISTRY & GEOPHYSICS//METEOROLOGY & ATMOSPHERIC SCIENCES 1953906
239 3       REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING 47747
43 2             REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING 31596
3540 1                   HYPERSPECTRAL IMAGE CLASSIFICATION//HYPERSPECTRAL IMAGE//HYPERSPECTRAL IMAGE HSI CLASSIFICATION 1990

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HYPERSPECTRAL IMAGE CLASSIFICATION authKW 1657853 6% 89% 118
2 HYPERSPECTRAL IMAGE authKW 1099137 10% 36% 192
3 HYPERSPECTRAL IMAGE HSI CLASSIFICATION authKW 617982 2% 98% 40
4 REMOTE SENSING WoSSC 589600 75% 3% 1494
5 BAND SELECTION authKW 573221 3% 54% 67
6 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS journal 490360 16% 10% 325
7 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY WoSSC 474860 69% 2% 1379
8 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING journal 443349 26% 6% 509
9 SPECTRAL SPATIAL CLASSIFICATION authKW 429607 1% 94% 29
10 HYPERSPECTRAL IMAGE HSI authKW 427531 2% 60% 45

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Remote Sensing 589600 75% 3% 1494
2 Imaging Science & Photographic Technology 474860 69% 2% 1379
3 Geochemistry & Geophysics 47320 43% 0% 848
4 Engineering, Electrical & Electronic 22640 62% 0% 1232
5 Geography, Physical 15275 15% 0% 298
6 Computer Science, Artificial Intelligence 2298 9% 0% 188
7 Geosciences, Multidisciplinary 155 4% 0% 88
8 Computer Science, Information Systems 87 2% 0% 47
9 Computer Science, Theory & Methods 65 2% 0% 45
10 Environmental Sciences 54 5% 0% 91

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATE INFORMAT ENGN SURVEYING M PING R 216438 7% 10% 139
2 HYPERSPE AL COMP 181572 2% 32% 36
3 SATELLITE M PING TECHNOL PLICAT 164233 1% 45% 23
4 TECHNOL COMP COMMUN 111481 2% 20% 36
5 HYPERSPE AL IMAGE ANAL GRP 110851 0% 100% 7
6 SHENZHEN SPATIAL INFORMAT SMARTING SENSIN 95015 0% 100% 6
7 ABORAT INNOVAT GEOSPATIAL TECHNOL 93343 2% 17% 34
8 INTEGRATED GEOG INFORMAT ANAL 88109 1% 35% 16
9 INFORMAT ENGN COMP SCI 86533 3% 8% 69
10 ADM SURVEYING M PING GEOINFORMAT CHINA 81440 0% 86% 6

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 490360 16% 10% 325
2 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 443349 26% 6% 509
3 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 311353 11% 9% 216
4 REMOTE SENSING LETTERS 45691 2% 6% 46
5 JOURNAL OF APPLIED REMOTE SENSING 41640 3% 4% 65
6 REMOTE SENSING 22430 4% 2% 76
7 INTERNATIONAL JOURNAL OF REMOTE SENSING 18505 5% 1% 107
8 ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 16221 2% 3% 41
9 IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE 8251 0% 9% 6
10 EUROPEAN JOURNAL OF REMOTE SENSING 7155 1% 4% 11

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 HYPERSPECTRAL IMAGE CLASSIFICATION 1657853 6% 89% 118 Search HYPERSPECTRAL+IMAGE+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+CLASSIFICATION
2 HYPERSPECTRAL IMAGE 1099137 10% 36% 192 Search HYPERSPECTRAL+IMAGE Search HYPERSPECTRAL+IMAGE
3 HYPERSPECTRAL IMAGE HSI CLASSIFICATION 617982 2% 98% 40 Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION
4 BAND SELECTION 573221 3% 54% 67 Search BAND+SELECTION Search BAND+SELECTION
5 SPECTRAL SPATIAL CLASSIFICATION 429607 1% 94% 29 Search SPECTRAL+SPATIAL+CLASSIFICATION Search SPECTRAL+SPATIAL+CLASSIFICATION
6 HYPERSPECTRAL IMAGE HSI 427531 2% 60% 45 Search HYPERSPECTRAL+IMAGE+HSI Search HYPERSPECTRAL+IMAGE+HSI
7 ACTIVE LEARNING AL 369931 1% 81% 29 Search ACTIVE+LEARNING+AL Search ACTIVE+LEARNING+AL
8 HYPERSPECTRAL IMAGERY 369104 5% 25% 92 Search HYPERSPECTRAL+IMAGERY Search HYPERSPECTRAL+IMAGERY
9 HYPERSPECTRAL CLASSIFICATION 314524 1% 83% 24 Search HYPERSPECTRAL+CLASSIFICATION Search HYPERSPECTRAL+CLASSIFICATION
10 HYPERSPECTRAL IMAGERY CLASSIFICATION 221702 1% 100% 14 Search HYPERSPECTRAL+IMAGERY+CLASSIFICATION Search HYPERSPECTRAL+IMAGERY+CLASSIFICATION

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 7691 ENDMEMBER EXTRACTION//HYPERSPECTRAL UNMIXING//SPECTRAL UNMIXING
2 737 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
3 10708 CHANGE DETECTION//UNSUPERVISED CHANGE DETECTION//MULTITEMPORAL IMAGES
4 30930 SUPER RESOLUTION MAPPING//SUB PIXEL MAPPING//SUBPIXEL MAPPING SPM
5 20007 ACTIVE LEARNING//SEMI SUPERVISED LEARNING//CO TRAINING
6 18184 ROAD EXTRACTION//ROAD NETWORK EXTRACTION//ROAD TRACKING
7 2290 DIMENSIONALITY REDUCTION//MANIFOLD LEARNING//FACE RECOGNITION
8 36509 BLOCK ADAPTIVE QUANTIZATION BAQ//BLOCK ADAPTIVE QUANTIZATION//MOTION PICTURE EXPERTS GROUP
9 20324 DOMAIN ADAPTATION//TRANSFER LEARNING//MULTI TASK LEARNING
10 8240 ASTER//LITHOLOGICAL MAPPING//MINERAL MAPPING

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