Class information for:
Level 1: DISTRIBUTED DENSITY ESTIMATION//IDU GRP//P2P DATA MINING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
35648 94 27.6 34%


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
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
1916 2             DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//STATISTICS & PROBABILITY 5867
35648 1                   DISTRIBUTED DENSITY ESTIMATION//IDU GRP//P2P DATA MINING 94

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 DISTRIBUTED DENSITY ESTIMATION authKW 649694 2% 100% 2
2 IDU GRP address 649694 2% 100% 2
3 P2P DATA MINING authKW 649694 2% 100% 2
4 DISTRIBUTED DATA MINING authKW 604697 12% 17% 11
5 PEER TO PEER DATA MINING authKW 433128 2% 67% 2
6 AGGREGATE PROFILE CLUSTERING authKW 324847 1% 100% 1
7 AGMI authKW 324847 1% 100% 1
8 AL APPLICATIONS authKW 324847 1% 100% 1
9 APPOINTMENT ROUTING authKW 324847 1% 100% 1
10 ARBEITSGRP INFORMAT SYST address 324847 1% 100% 1

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 2137 39% 0% 37
2 Computer Science, Information Systems 1821 36% 0% 34
3 Computer Science, Theory & Methods 437 19% 0% 18
4 Computer Science, Software Engineering 185 11% 0% 10
5 Engineering, Electrical & Electronic 158 26% 0% 24
6 Operations Research & Management Science 121 9% 0% 8
7 Telecommunications 64 7% 0% 7
8 Automation & Control Systems 54 5% 0% 5
9 Computer Science, Hardware & Architecture 47 4% 0% 4
10 Information Science & Library Science 14 2% 0% 2

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 IDU GRP 649694 2% 100% 2
2 ARBEITSGRP INFORMAT SYST 324847 1% 100% 1
3 CAROL MATIN GATTON BUSINESS ECON 324847 1% 100% 1
4 CONTROLADORIA GERAL UNIAO 324847 1% 100% 1
5 DCPT COMP SCI ENGN 324847 1% 100% 1
6 DEPRTMENT COMP ENGN 324847 1% 100% 1
7 DIPARTIMENTO SCI MATEMAT DISMA 324847 1% 100% 1
8 GPSC GRP 324847 1% 100% 1
9 INRIA ATLAS PROJECT TEAMCNRSUMR 6241 324847 1% 100% 1
10 PL MATH UNIT UMA 324847 1% 100% 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 KNOWLEDGE AND INFORMATION SYSTEMS 7702 5% 0% 5
2 COMPUTING AND INFORMATICS 7333 4% 1% 4
3 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 3885 6% 0% 6
4 DISTRIBUTED AND PARALLEL DATABASES 3443 2% 1% 2
5 PEER-TO-PEER NETWORKING AND APPLICATIONS 3253 2% 1% 2
6 ANNALS OF OPERATIONS RESEARCH 1545 4% 0% 4
7 INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT 1488 1% 0% 1
8 TRAITEMENT DU SIGNAL 1488 1% 0% 1
9 ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA 1461 1% 0% 1
10 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 1375 2% 0% 2

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 DISTRIBUTED DENSITY ESTIMATION 649694 2% 100% 2 Search DISTRIBUTED+DENSITY+ESTIMATION Search DISTRIBUTED+DENSITY+ESTIMATION
2 P2P DATA MINING 649694 2% 100% 2 Search P2P+DATA+MINING Search P2P+DATA+MINING
3 DISTRIBUTED DATA MINING 604697 12% 17% 11 Search DISTRIBUTED+DATA+MINING Search DISTRIBUTED+DATA+MINING
4 PEER TO PEER DATA MINING 433128 2% 67% 2 Search PEER+TO+PEER+DATA+MINING Search PEER+TO+PEER+DATA+MINING
5 AGGREGATE PROFILE CLUSTERING 324847 1% 100% 1 Search AGGREGATE+PROFILE+CLUSTERING Search AGGREGATE+PROFILE+CLUSTERING
6 AGMI 324847 1% 100% 1 Search AGMI Search AGMI
7 AL APPLICATIONS 324847 1% 100% 1 Search AL+APPLICATIONS Search AL+APPLICATIONS
8 APPOINTMENT ROUTING 324847 1% 100% 1 Search APPOINTMENT+ROUTING Search APPOINTMENT+ROUTING
9 BRAZILIAN GOVERNMENT PROCUREMENT 324847 1% 100% 1 Search BRAZILIAN+GOVERNMENT+PROCUREMENT Search BRAZILIAN+GOVERNMENT+PROCUREMENT
10 CLASSIFIER GENERATION 324847 1% 100% 1 Search CLASSIFIER+GENERATION Search CLASSIFIER+GENERATION

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 SAFARINEJADIAN, B , HASANPOUR, K , (2016) DISTRIBUTED DATA CLUSTERING USING MOBILE AGENTS AND EM ALGORITHM.IEEE SYSTEMS JOURNAL. VOL. 10. ISSUE 1. P. 281 -289 9 53% 1
2 MASHAYEKHI, H , HABIBI, J , KHALAFBEIGI, T , VOULGARIS, S , VAN STEEN, M , (2015) GDCLUSTER: A GENERAL DECENTRALIZED CLUSTERING ALGORITHM.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. VOL. 27. ISSUE 7. P. 1892 -1905 9 56% 0
3 HAMMOUDA, KM , KAMEL, MS , (2014) MODELS OF DISTRIBUTED DATA CLUSTERING IN PEER-TO-PEER ENVIRONMENTS.KNOWLEDGE AND INFORMATION SYSTEMS. VOL. 38. ISSUE 2. P. 303-329 9 56% 2
4 MASHAYEKHI, H , HABIBI, J , VOULGARIS, S , VAN STEEN, M , (2013) GOSCAN: DECENTRALIZED SCALABLE DATA CLUSTERING.COMPUTING. VOL. 95. ISSUE 9. P. 759 -784 8 57% 5
5 SAFARINEJADIAN, B , ESTAHBANATI, ME , (2016) A NOVEL DISTRIBUTED VARIATIONAL APPROXIMATION METHOD FOR DENSITY ESTIMATION IN SENSOR NETWORKS.MEASUREMENT. VOL. 89. ISSUE . P. 78 -86 9 45% 1
6 MOZAFFARI, M , SAFARINEJADIAN, B , (2016) A MOBILE AGENT BASED DISTRIBUTED VARIATIONAL BAYESIAN ALGORITHM FOR FLOW AND SPEED ESTIMATION IN A TRAFFIC SYSTEM.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. VOL. E99D. ISSUE 12. P. 2934 -2942 8 38% 0
7 SAFARINEJADIAN, B , MENHAJ, MB , (2011) DISTRIBUTED DENSITY ESTIMATION IN SENSOR NETWORKS BASED ON VARIATIONAL APPROXIMATIONS.INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE. VOL. 42. ISSUE 9. P. 1445-1457 7 44% 3
8 PAPAPETROU, O , SIBERSKI, W , FUHR, N , (2012) DECENTRALIZED PROBABILISTIC TEXT CLUSTERING.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. VOL. 24. ISSUE 10. P. 1848 -1861 5 56% 3
9 SAFARINEJADIAN, B , MENHAJ, MB , KARRARI, M , (2010) DISTRIBUTED UNSUPERVISED GAUSSIAN MIXTURE LEARNING FOR DENSITY ESTIMATION IN SENSOR NETWORKS.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. VOL. 59. ISSUE 9. P. 2250 -2260 7 39% 7
10 SAFARINEJADIAN, B , MENHAJ, MB , KARRARI, M , (2010) DISTRIBUTED VARIATIONAL BAYESIAN ALGORITHMS FOR GAUSSIAN MIXTURES IN SENSOR NETWORKS.SIGNAL PROCESSING. VOL. 90. ISSUE 4. P. 1197-1208 5 50% 15

Classes with closest relation at Level 1


Rank Class id link
1 30413 WSRF//DATA MINING GRID//DMET TM
2 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
3 37466 AD TAT BIOL FOR GRP//GERANIO ALLIETUM//MULTIVARIATE INFORMATION BOTTLENECK
4 24798 DATA ANOMALY DETECTION//DECENTRALISED OPTIMISATION//EMBEDDED DEBUGGING
5 1464 FUZZY CLUSTERING//CLUSTERING//CLUSTER VALIDITY
6 19536 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION
7 7434 PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY
8 2369 PEER TO PEER//PEER TO PEER NETWORKS//P2P
9 3843 ADAPTIVE FILTERING//ADAPTIVE FILTERS//ACOUSTIC ECHO CANCELLATION
10 26127 PERSONAL INFORMATION MANAGEMENT//PERSONAL KNOWLEDGE MANAGEMENT//UNSTRUCTURED DATABASES

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