Class information for:
Level 1: DISTRIBUTED ESTIMATION//ADAPTIVE NETWORKS//DISTRIBUTED OPTIMIZATION

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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
58 3       ROBOTICS//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 94289
1984 2             MULTI AGENT SYSTEMS//FORMATION CONTROL//DISTRIBUTED ESTIMATION 5967
16154 1                   DISTRIBUTED ESTIMATION//ADAPTIVE NETWORKS//DISTRIBUTED OPTIMIZATION 697

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DISTRIBUTED ESTIMATION authKW 1789065 17% 33% 121
2 ADAPTIVE NETWORKS authKW 1768833 9% 60% 65
3 DISTRIBUTED OPTIMIZATION authKW 1367661 14% 31% 99
4 DIFFUSION ADAPTATION authKW 1085195 3% 100% 24
5 DIFFUSION LMS authKW 768680 2% 100% 17
6 DIFFUSION STRATEGY authKW 738526 3% 78% 21
7 DIFFUSION NETWORKS authKW 376801 1% 83% 10
8 DISTRIBUTED CONVEX OPTIMIZATION authKW 376801 1% 83% 10
9 NOISY LINKS authKW 316515 1% 100% 7
10 GOSSIP ALGORITHMS authKW 303876 2% 40% 17

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, Electrical & Electronic 10979 72% 0% 504
2 Automation & Control Systems 6500 20% 0% 142
3 Computer Science, Information Systems 1297 12% 0% 82
4 Telecommunications 772 9% 0% 66
5 Computer Science, Artificial Intelligence 225 5% 0% 37
6 Computer Science, Cybernetics 211 2% 0% 12
7 Operations Research & Management Science 133 4% 0% 25
8 Computer Science, Theory & Methods 133 4% 0% 31
9 Mathematics, Applied 131 7% 0% 47
10 Instruments & Instrumentation 64 4% 0% 27

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ZHEJIANG PROV INFORMAT PROC COMMUN NETW 67822 0% 50% 3
2 GG VISHWAVIDYALAYA 60287 0% 67% 2
3 ARAGON I3AIIS 45216 0% 100% 1
4 BASIC CURRICULUMS 45216 0% 100% 1
5 BIOINSPIRED COMMUN SYST GRP 45216 0% 100% 1
6 BROADCAST PLANNING 45216 0% 100% 1
7 COMS2IP GRP 45216 0% 100% 1
8 CTI DIOPHANTUS 45216 0% 100% 1
9 DELIBALTA AVEA S 45216 0% 100% 1
10 DIPARTIMENTO SCI MATEMAT DISMA 45216 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON SIGNAL PROCESSING 131662 25% 2% 172
2 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 43091 4% 3% 31
3 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 18294 10% 1% 68
4 SIGNAL PROCESSING 6511 4% 0% 31
5 IEEE SIGNAL PROCESSING MAGAZINE 4561 1% 1% 10
6 SIAM JOURNAL ON OPTIMIZATION 4123 2% 1% 13
7 IEEE SIGNAL PROCESSING LETTERS 3907 3% 0% 20
8 IET SIGNAL PROCESSING 3303 1% 1% 8
9 AUTOMATICA 2910 3% 0% 23
10 INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2672 2% 0% 13

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DISTRIBUTED ESTIMATION 1789065 17% 33% 121 Search DISTRIBUTED+ESTIMATION Search DISTRIBUTED+ESTIMATION
2 ADAPTIVE NETWORKS 1768833 9% 60% 65 Search ADAPTIVE+NETWORKS Search ADAPTIVE+NETWORKS
3 DISTRIBUTED OPTIMIZATION 1367661 14% 31% 99 Search DISTRIBUTED+OPTIMIZATION Search DISTRIBUTED+OPTIMIZATION
4 DIFFUSION ADAPTATION 1085195 3% 100% 24 Search DIFFUSION+ADAPTATION Search DIFFUSION+ADAPTATION
5 DIFFUSION LMS 768680 2% 100% 17 Search DIFFUSION+LMS Search DIFFUSION+LMS
6 DIFFUSION STRATEGY 738526 3% 78% 21 Search DIFFUSION+STRATEGY Search DIFFUSION+STRATEGY
7 DIFFUSION NETWORKS 376801 1% 83% 10 Search DIFFUSION+NETWORKS Search DIFFUSION+NETWORKS
8 DISTRIBUTED CONVEX OPTIMIZATION 376801 1% 83% 10 Search DISTRIBUTED+CONVEX+OPTIMIZATION Search DISTRIBUTED+CONVEX+OPTIMIZATION
9 NOISY LINKS 316515 1% 100% 7 Search NOISY+LINKS Search NOISY+LINKS
10 GOSSIP ALGORITHMS 303876 2% 40% 17 Search GOSSIP+ALGORITHMS Search GOSSIP+ALGORITHMS

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
1 205 MULTI AGENT SYSTEMS//FORMATION CONTROL//COOPERATIVE CONTROL
2 11578 DISTRIBUTED DETECTION//DECENTRALIZED DETECTION//DISTRIBUTED ESTIMATION
3 3049 ADAPTIVE FILTERING//ACOUSTIC ECHO CANCELLATION//ADAPTIVE FILTERS
4 8878 MONOTONE INCLUSION//PROXIMAL POINT METHOD//PROXIMAL POINT ALGORITHM
5 38598 ADVANCED PERSISTENT THREATS//ASSOCIATE PHILOSOPHY//AUTO ADAPTIVE NETWORK APPLICATIONS
6 38007 KATEDRA ELEKTROTECH ELEKT//L 1 IMPULSES//WYDZIAL INZYNIERII ELEKT KOMPUTEROWEJ
7 30956 DISTRIBUTED DATA MINING//DATA MINING GRID//DISTRIBUTED DOCUMENT CLUSTERING
8 37120 AUTONOMOUS DECENTRALIZED CONTROL//ADAPTIVE AND SCALABLE NETWORK SERVICES//AMBIENT INFORMATION ENVIRONMENT
9 27406 EXTREMUM SEEKING//EXTREMUM SEEKING CONTROL//NONHOLONOMIC UNICYCLE
10 35378 COLLABORATIVE BEAMFORMING//DISTRIBUTED COLLABORATIVE BEAMFORMING//ANGULAR DISTRIBUTION SPREAD

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