Class information for:
Level 1: DOT MATRIX HOLOGRAM//BARCODE RECOGNITION//BAR CODE DECODING

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
688 3       STEGANOGRAPHY//WATERMARKING//DIGITAL WATERMARKING 8505
3641 2             ERROR DIFFUSION//HALFTONING//INVERSE HALFTONING 1321
30532 1                   DOT MATRIX HOLOGRAM//BARCODE RECOGNITION//BAR CODE DECODING 182

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DOT MATRIX HOLOGRAM authKW 1746127 6% 92% 11
2 BARCODE RECOGNITION authKW 721539 3% 83% 5
3 BAR CODE DECODING authKW 692679 2% 100% 4
4 OPTICALLY VARIABLE DEVICES authKW 389631 2% 75% 3
5 ANTI COUNTERFEITING authKW 355127 6% 19% 11
6 DIFFRACT authKW 346340 1% 100% 2
7 LINEAR BARCODE authKW 346340 1% 100% 2
8 OPTICAL VARIABLE DEVICE authKW 346340 1% 100% 2
9 SYNTHETIC DIFFRACTIVE STRUCTURES authKW 346340 1% 100% 2
10 UNFLEXURAL AND FLEXURAL DEFORMATION authKW 346340 1% 100% 2

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Materials Science, Composites 1323 13% 0% 23
2 Optics 1109 33% 0% 60
3 Mechanics 620 21% 0% 38
4 Imaging Science & Photographic Technology 205 5% 0% 9
5 Engineering, Electrical & Electronic 190 21% 0% 38
6 Polymer Science 143 12% 0% 21
7 Computer Science, Artificial Intelligence 135 8% 0% 14
8 Computer Science, Software Engineering 129 7% 0% 12
9 Nanoscience & Nanotechnology 110 9% 0% 17
10 Computer Science, Cybernetics 92 2% 0% 4

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IIHM TEAM 173170 1% 100% 1
2 PROACT DEV 173170 1% 100% 1
3 QUESTIONED DOCUMENT UNIT 173170 1% 100% 1
4 AUTOMAT DATA ECT 86584 1% 50% 1
5 HYDRAUL ENGN PL HYDROMECH 86584 1% 50% 1
6 RETAIL SOLUT GRP 86584 1% 50% 1
7 VALKARTON 86584 1% 50% 1
8 SINO US INTELLIGENT INFORMAT PROC JOINT 57722 1% 33% 1
9 SUR ES THIN FILMS 57722 1% 33% 1
10 MICROLITHOG 43291 1% 25% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MECHANIKA 49948 9% 2% 16
2 MECHANICS OF COMPOSITE MATERIALS 41045 11% 1% 20
3 MATERIALS SCIENCE-MEDZIAGOTYRA 10296 4% 1% 7
4 MICROELECTRONIC ENGINEERING 4270 9% 0% 16
5 SIAM JOURNAL ON IMAGING SCIENCES 2600 2% 1% 3
6 OPTICAL ENGINEERING 2353 8% 0% 14
7 INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 859 2% 0% 3
8 OPTICAL REVIEW 731 2% 0% 3
9 JOURNAL OF ELECTRONIC IMAGING 689 2% 0% 3
10 MACHINE VISION AND APPLICATIONS 610 1% 0% 2

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DOT MATRIX HOLOGRAM 1746127 6% 92% 11 Search DOT+MATRIX+HOLOGRAM Search DOT+MATRIX+HOLOGRAM
2 BARCODE RECOGNITION 721539 3% 83% 5 Search BARCODE+RECOGNITION Search BARCODE+RECOGNITION
3 BAR CODE DECODING 692679 2% 100% 4 Search BAR+CODE+DECODING Search BAR+CODE+DECODING
4 OPTICALLY VARIABLE DEVICES 389631 2% 75% 3 Search OPTICALLY+VARIABLE+DEVICES Search OPTICALLY+VARIABLE+DEVICES
5 ANTI COUNTERFEITING 355127 6% 19% 11 Search ANTI+COUNTERFEITING Search ANTI+COUNTERFEITING
6 DIFFRACT 346340 1% 100% 2 Search DIFFRACT Search DIFFRACT
7 LINEAR BARCODE 346340 1% 100% 2 Search LINEAR+BARCODE Search LINEAR+BARCODE
8 OPTICAL VARIABLE DEVICE 346340 1% 100% 2 Search OPTICAL+VARIABLE+DEVICE Search OPTICAL+VARIABLE+DEVICE
9 SYNTHETIC DIFFRACTIVE STRUCTURES 346340 1% 100% 2 Search SYNTHETIC+DIFFRACTIVE+STRUCTURES Search SYNTHETIC+DIFFRACTIVE+STRUCTURES
10 UNFLEXURAL AND FLEXURAL DEFORMATION 346340 1% 100% 2 Search UNFLEXURAL+AND+FLEXURAL+DEFORMATION Search UNFLEXURAL+AND+FLEXURAL+DEFORMATION

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 36924 QR BARCODE//GR H DESIGN IMAGE PROC//INAUDIBLE FREQUENCY
2 34760 AUTOMAT CONTROL ENGN//DEFECT CLASSIFIER//EXPOSURE MACHINE
3 9173 OPTICAL ENCRYPTION//OPTICAL IMAGE ENCRYPTION//DOUBLE RANDOM PHASE ENCODING
4 36781 UV LED LITHOGRAPHY//MICROSISTEMAS NANOTECNOL//AUTOCENTERED
5 34436 AUTOMOTIVE SHEET STEELS//ALUMINIUM SILICATE FIBER CONTAINING ZIRCONIA//AND FATIGUE PARAMETERS
6 27843 PRESSURIZED THERMAL SHOCK//REACTOR PRESSURE VESSEL//PROBABILISTIC FRACTURE MECHANICS
7 33590 SURGICAL PROCESS MODEL//SURGICAL WORKFLOW//ICCAS
8 9643 EDGE DETECTION//COLOR EDGE DETECTION//EDGE LOCALIZATION
9 21001 RAINBOW HOLOGRAPHY//OPTICAL TESTING INSTRUMENTS//PHASE VISUALIZATION
10 29317 PAPER CAPILLARY PERMEATION ADSORPTION//GREAT EAGLE 25F//MANUFACTURING SURFACES

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