Class information for:
Level 1: PULSE COUPLED NEURAL NETWORK//PULSE COUPLED NEURAL NETWORK PCNN//PCNN

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
30759 163 23.0 47%


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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
765 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION 12312
30759 1                   PULSE COUPLED NEURAL NETWORK//PULSE COUPLED NEURAL NETWORK PCNN//PCNN 163

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 PULSE COUPLED NEURAL NETWORK authKW 3848635 26% 48% 43
2 PULSE COUPLED NEURAL NETWORK PCNN authKW 1311326 9% 50% 14
3 PCNN authKW 693818 6% 37% 10
4 BIOSCI BIOINFORMAT BIOTECHNOL address 421495 4% 38% 6
5 BINARY IMAGES THINNING authKW 374669 1% 100% 2
6 FRACTIONAL POWER FILTER authKW 374669 1% 100% 2
7 FRACTIONAL POWER FILTERS authKW 374669 1% 100% 2
8 IMAGE FEATURE GENERATION authKW 374669 1% 100% 2
9 PULSE COUPLED NEURON authKW 374669 1% 100% 2
10 NEURAL THRESHOLD authKW 337199 2% 60% 3

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 5368 47% 0% 77
2 Computer Science, Theory & Methods 364 13% 0% 22
3 Engineering, Electrical & Electronic 295 26% 0% 43
4 Computer Science, Interdisciplinary Applications 85 7% 0% 11
5 Imaging Science & Photographic Technology 68 3% 0% 5
6 Language & Linguistics 67 3% 0% 5
7 Computer Science, Information Systems 59 6% 0% 9
8 Instruments & Instrumentation 59 7% 0% 11
9 Optics 58 9% 0% 15
10 Remote Sensing 46 2% 0% 4

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 BIOSCI BIOINFORMAT BIOTECHNOL 421495 4% 38% 6
2 AMI GRP 187334 1% 100% 1
3 FINANCIAL MANAGEMENT GRP 187334 1% 100% 1
4 HEAD ACQUISIT 187334 1% 100% 1
5 MICOM 187334 1% 100% 1
6 PHARMACEUT ANALYT RD MOLNDAL 187334 1% 100% 1
7 PL OPT SCI 187332 1% 50% 2
8 THEODORE M HESBURGH LIB 93666 1% 50% 1
9 NICS GRP 62443 1% 33% 1
10 SPACE STRATEG DEF COMMAND 62443 1% 33% 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 IEEE TRANSACTIONS ON NEURAL NETWORKS 14596 9% 1% 15
2 COMPUTATIONAL LINGUISTICS 6867 2% 1% 4
3 SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES 4208 2% 1% 4
4 NEURAL PROCESSING LETTERS 3066 2% 0% 4
5 NEUROCOMPUTING 2807 7% 0% 12
6 LIBRARY COLLECTIONS ACQUISITIONS & TECHNICAL SERVICES 2338 1% 1% 2
7 COMPUTERS AND ARTIFICIAL INTELLIGENCE 1715 1% 0% 2
8 NEURAL NETWORK WORLD 1594 1% 0% 2
9 PATTERN ANALYSIS AND APPLICATIONS 1041 1% 0% 2
10 JOURNAL OF APPLIED LOGIC 772 1% 0% 1

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 PULSE COUPLED NEURAL NETWORK 3848635 26% 48% 43 Search PULSE+COUPLED+NEURAL+NETWORK Search PULSE+COUPLED+NEURAL+NETWORK
2 PULSE COUPLED NEURAL NETWORK PCNN 1311326 9% 50% 14 Search PULSE+COUPLED+NEURAL+NETWORK+PCNN Search PULSE+COUPLED+NEURAL+NETWORK+PCNN
3 PCNN 693818 6% 37% 10 Search PCNN Search PCNN
4 BINARY IMAGES THINNING 374669 1% 100% 2 Search BINARY+IMAGES+THINNING Search BINARY+IMAGES+THINNING
5 FRACTIONAL POWER FILTER 374669 1% 100% 2 Search FRACTIONAL+POWER+FILTER Search FRACTIONAL+POWER+FILTER
6 FRACTIONAL POWER FILTERS 374669 1% 100% 2 Search FRACTIONAL+POWER+FILTERS Search FRACTIONAL+POWER+FILTERS
7 IMAGE FEATURE GENERATION 374669 1% 100% 2 Search IMAGE+FEATURE+GENERATION Search IMAGE+FEATURE+GENERATION
8 PULSE COUPLED NEURON 374669 1% 100% 2 Search PULSE+COUPLED+NEURON Search PULSE+COUPLED+NEURON
9 NEURAL THRESHOLD 337199 2% 60% 3 Search NEURAL+THRESHOLD Search NEURAL+THRESHOLD
10 UNIT LINKING PCNN 249778 1% 67% 2 Search UNIT+LINKING+PCNN Search UNIT+LINKING+PCNN

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 WANG, ZB , MA, YD , CHENG, FY , YANG, LZ , (2010) REVIEW OF PULSE-COUPLED NEURAL NETWORKS.IMAGE AND VISION COMPUTING. VOL. 28. ISSUE 1. P. 5-13 30 71% 68
2 CHEN, Y , PARK, SK , MA, Y , ALA, R , (2011) A NEW AUTOMATIC PARAMETER SETTING METHOD OF A SIMPLIFIED PCNN FOR IMAGE SEGMENTATION.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 22. ISSUE 6. P. 880-892 18 95% 23
3 SUBASHINI, MM , SAHOO, SK , (2014) PULSE COUPLED NEURAL NETWORKS AND ITS APPLICATIONS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 41. ISSUE 8. P. 3965 -3974 23 50% 18
4 DENG, XY , MA, YD , (2014) PCNN MODEL ANALYSIS AND ITS AUTOMATIC PARAMETERS DETERMINATION IN IMAGE SEGMENTATION AND EDGE DETECTION.CHINESE JOURNAL OF ELECTRONICS. VOL. 23. ISSUE 1. P. 97-103 12 80% 2
5 ZHOU, DG , ZHOU, H , GAO, C , GUO, YC , (2016) SIMPLIFIED PARAMETERS MODEL OF PCNN AND ITS APPLICATION TO IMAGE SEGMENTATION.PATTERN ANALYSIS AND APPLICATIONS. VOL. 19. ISSUE 4. P. 939 -951 12 71% 1
6 CUI, KB , LI, BS , YUAN, JS , WANG, P , (2014) AN IMPROVED UNIT-LINKING PCNN FOR SEGMENTATION OF INFRARED INSULATOR IMAGE.APPLIED MATHEMATICS & INFORMATION SCIENCES. VOL. 8. ISSUE 6. P. 2997 -3004 12 75% 2
7 LI, XJ , MA, YD , FENG, XW , (2013) SELF-ADAPTIVE AUTOWAVE PULSE-COUPLED NEURAL NETWORK FOR SHORTEST-PATH PROBLEM.NEUROCOMPUTING. VOL. 115. ISSUE . P. 63-71 9 82% 5
8 GAO, C , ZHOU, DG , GUO, YC , (2014) AN ITERATIVE THRESHOLDING SEGMENTATION MODEL USING A MODIFIED PULSE COUPLED NEURAL NETWORK.NEURAL PROCESSING LETTERS. VOL. 39. ISSUE 1. P. 81-95 10 67% 2
9 CHEN, YL , MA, YD , KIM, DH , PARK, SK , (2015) REGION-BASED OBJECT RECOGNITION BY COLOR SEGMENTATION USING A SIMPLIFIED PCNN.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 26. ISSUE 8. P. 1682 -1697 13 43% 3
10 ZHOU, DG , GAO, C , GUO, YC , (2014) A COARSE-TO-FINE STRATEGY FOR ITERATIVE SEGMENTATION USING SIMPLIFIED PULSE-COUPLED NEURAL NETWORK.SOFT COMPUTING. VOL. 18. ISSUE 3. P. 557-570 10 56% 2

Classes with closest relation at Level 1


Rank Class id link
1 6789 IMAGE FUSION//PANSHARPENING//PAN SHARPENING
2 32300 STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY
3 33405 BROKEN STRANDS//POWER LINE INSPECTION//INSPECTION ROBOT
4 36164 INTERFIRM COMPARISONS//IMPLOSIVE INDUSTRIES//MILL WIDE SYSTEMS
5 23189 TRACK FITTING//TRACK FINDING//TRACK RECONSTRUCTION
6 6212 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//IMAGE SEGMENTATION
7 3303 GAMMA OSCILLATIONS//40 HZ//GAMMA BAND ACTIVITY
8 8975 PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS
9 11146 SHORTEST PATH//SHORTEST PATH PROBLEM//LABEL CORRECTING ALGORITHM
10 34820 BACKPATCHING//BIG DATA CYBERNETICS//BUNKYO KU 3 29 1

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