Class information for:
Level 1: SUBMODULAR FUNCTION MAXIMIZATION//MONOTONE LINKAGE FUNCTION//MONOTONE SUBMODULAR SET FUNCTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
30356 170 25.2 40%


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
75 3       OPERATIONS RESEARCH & MANAGEMENT SCIENCE//ENGINEERING, INDUSTRIAL//EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 81966
998 2             APPROXIMATION ALGORITHMS//MATHEMATICAL PROGRAMMING//OPERATIONS RESEARCH & MANAGEMENT SCIENCE 10443
30356 1                   SUBMODULAR FUNCTION MAXIMIZATION//MONOTONE LINKAGE FUNCTION//MONOTONE SUBMODULAR SET FUNCTION 170

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 SUBMODULAR FUNCTION MAXIMIZATION authKW 718482 2% 100% 4
2 MONOTONE LINKAGE FUNCTION authKW 538862 2% 100% 3
3 MONOTONE SUBMODULAR SET FUNCTION authKW 538862 2% 100% 3
4 SUBMODULAR MAXIMIZATION authKW 449046 3% 50% 5
5 SUPERMODULAR SET FUNCTION authKW 404145 2% 75% 3
6 BUDGETED SET COVER authKW 359241 1% 100% 2
7 STATE SPACE GROUND INTEGRATED INFORMAT TE address 359241 1% 100% 2
8 MAXIMUM ENTROPY SAMPLING authKW 323315 2% 60% 3
9 INFORMATIVE PATH PLANNING authKW 239493 1% 67% 2
10 MONOTONE LINKAGE authKW 239493 1% 67% 2

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 Automation & Control Systems 1559 20% 0% 34
2 Operations Research & Management Science 805 16% 0% 27
3 Computer Science, Information Systems 606 16% 0% 27
4 Mathematics, Applied 561 24% 0% 40
5 Telecommunications 414 14% 0% 23
6 Computer Science, Theory & Methods 381 14% 0% 23
7 Engineering, Electrical & Electronic 186 21% 0% 36
8 Computer Science, Artificial Intelligence 172 9% 0% 15
9 Computer Science, Software Engineering 116 6% 0% 11
10 Computer Science, Hardware & Architecture 106 5% 0% 8

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 STATE SPACE GROUND INTEGRATED INFORMAT TE 359241 1% 100% 2
2 BIG DATA ANAL CONSULTING TEAM 179621 1% 100% 1
3 IAETS ING INFORMAT TELECOMUNICAC 179621 1% 100% 1
4 KONRAD ZUSE ZENTRUM INFORMATIONSTECH 179621 1% 100% 1
5 CORP IMAGING VISUALIZAT 89809 1% 50% 1
6 JM KATZ BUSINESS 89809 1% 50% 1
7 LAIRS 89809 1% 50% 1
8 NEUKOM 59872 1% 33% 1
9 MECH MECHTRON ENGN 44904 1% 25% 1
10 HONJO SENIOR HIGH 29935 1% 17% 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 JOURNAL OF COMBINATORIAL OPTIMIZATION 3557 3% 0% 5
2 MATHEMATICS OF OPERATIONS RESEARCH 3424 4% 0% 6
3 OPERATIONS RESEARCH LETTERS 3158 4% 0% 7
4 AUTOMATION AND REMOTE CONTROL 2337 4% 0% 7
5 SIAM JOURNAL ON COMPUTING 2233 4% 0% 6
6 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 1817 2% 0% 3
7 DISCRETE APPLIED MATHEMATICS 1751 5% 0% 8
8 ELECTRONICS WORLD 1693 1% 1% 1
9 ACM TRANSACTIONS ON ALGORITHMS 1652 1% 0% 2
10 IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY 1635 3% 0% 5

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 SUBMODULAR FUNCTION MAXIMIZATION 718482 2% 100% 4 Search SUBMODULAR+FUNCTION+MAXIMIZATION Search SUBMODULAR+FUNCTION+MAXIMIZATION
2 MONOTONE LINKAGE FUNCTION 538862 2% 100% 3 Search MONOTONE+LINKAGE+FUNCTION Search MONOTONE+LINKAGE+FUNCTION
3 MONOTONE SUBMODULAR SET FUNCTION 538862 2% 100% 3 Search MONOTONE+SUBMODULAR+SET+FUNCTION Search MONOTONE+SUBMODULAR+SET+FUNCTION
4 SUBMODULAR MAXIMIZATION 449046 3% 50% 5 Search SUBMODULAR+MAXIMIZATION Search SUBMODULAR+MAXIMIZATION
5 SUPERMODULAR SET FUNCTION 404145 2% 75% 3 Search SUPERMODULAR+SET+FUNCTION Search SUPERMODULAR+SET+FUNCTION
6 BUDGETED SET COVER 359241 1% 100% 2 Search BUDGETED+SET+COVER Search BUDGETED+SET+COVER
7 MAXIMUM ENTROPY SAMPLING 323315 2% 60% 3 Search MAXIMUM+ENTROPY+SAMPLING Search MAXIMUM+ENTROPY+SAMPLING
8 INFORMATIVE PATH PLANNING 239493 1% 67% 2 Search INFORMATIVE+PATH+PLANNING Search INFORMATIVE+PATH+PLANNING
9 MONOTONE LINKAGE 239493 1% 67% 2 Search MONOTONE+LINKAGE Search MONOTONE+LINKAGE
10 018 MU M CMOSFET 179621 1% 100% 1 Search 018+MU+M+CMOSFET Search 018+MU+M+CMOSFET

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 LEE, J , MIRROKNI, VS , NAGARAJAN, V , SVIRIDENKO, M , (2010) MAXIMIZING NONMONOTONE SUBMODULAR FUNCTIONS UNDER MATROID OR KNAPSACK CONSTRAINTS.SIAM JOURNAL ON DISCRETE MATHEMATICS. VOL. 23. ISSUE 4. P. 2053-2078 11 58% 23
2 CHOI, J , MILUTINOVIC, D , (2015) TIPS ON STOCHASTIC OPTIMAL FEEDBACK CONTROL AND BAYESIAN SPATIOTEMPORAL MODELS: APPLICATIONS TO ROBOTICS.JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME. VOL. 137. ISSUE 3. P. - 13 46% 0
3 GOLDENGORIN, B , (2009) MAXIMIZATION OF SUBMODULAR FUNCTIONS: THEORY AND ENUMERATION ALGORITHMS.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 198. ISSUE 1. P. 102-112 9 69% 2
4 XU, YF , CHOI, J , DASS, S , MAITI, T , (2013) EFFICIENT BAYESIAN SPATIAL PREDICTION WITH MOBILE SENSOR NETWORKS USING GAUSSIAN MARKOV RANDOM FIELDS.AUTOMATICA. VOL. 49. ISSUE 12. P. 3520-3530 11 48% 6
5 BUCHBINDER, N , FELDMAN, M , NAOR, J , SCHWARTZ, R , (2015) A TIGHT LINEAR TIME (1/2)-APPROXIMATION FOR UNCONSTRAINED SUBMODULAR MAXIMIZATION.SIAM JOURNAL ON COMPUTING. VOL. 44. ISSUE 5. P. 1384 -1402 8 62% 2
6 WANG, ZF , MORAN, B , WANG, XZ , PAN, Q , (2016) APPROXIMATION FOR MAXIMIZING MONOTONE NON-DECREASING SET FUNCTIONS WITH A GREEDY METHOD.JOURNAL OF COMBINATORIAL OPTIMIZATION. VOL. 31. ISSUE 1. P. 29 -43 5 83% 2
7 CHOI, HL , HOW, JP , BARTON, PI , (2013) AN OUTER-APPROXIMATION APPROACH FOR INFORMATION-MAXIMIZING SENSOR SELECTION.OPTIMIZATION LETTERS. VOL. 7. ISSUE 4. P. 745-764 10 48% 1
8 NGUYEN, LV , KODAGODA, S , RANASINGHE, R , DISSANAYAKE, G , (2016) INFORMATION-DRIVEN ADAPTIVE SAMPLING STRATEGY FOR MOBILE ROBOTIC WIRELESS SENSOR NETWORK.IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY. VOL. 24. ISSUE 1. P. 372 -379 8 50% 1
9 XU, YF , CHOI, J , (2012) SPATIAL PREDICTION WITH MOBILE SENSOR NETWORKS USING GAUSSIAN PROCESSES WITH BUILT-IN GAUSSIAN MARKOV RANDOM FIELDS.AUTOMATICA. VOL. 48. ISSUE 8. P. 1735-1740 7 64% 4
10 DO, HN , JADALIHA, M , TEMEL, M , CHOI, J , (2016) FULLY BAYESIAN FIELD SLAM USING GAUSSIAN MARKOV RANDOM FIELDS.ASIAN JOURNAL OF CONTROL. VOL. 18. ISSUE 4. P. 1175 -1188 9 43% 0

Classes with closest relation at Level 1


Rank Class id link
1 12449 APPROXIMATION ALGORITHMS//VERTEX COVER//SET COVER
2 13927 MAX CUT PROBLEM//QUADRATIC 0 1 PROGRAMMING//BINARY QUADRATIC PROGRAMMING
3 21649 K MEDIAN//APPROXIMATION ALGORITHMS//FACILITY LOCATION PROBLEM
4 33372 LABELED MATCHING//TIME MINIMIZING ASSIGNMENT PROBLEM//LABELED CORRELATION CLUSTERING
5 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
6 30664 FIREFIGHTER PROBLEM//SURVIVING RATE//RUPTURE DEGREE
7 14302 BASE POLYHEDRON//VALUATED MATROID//SUBMODULAR FUNCTION
8 35560 ORA SS//EQUIVALENT TRANSFORMATION MODEL//ET RULE
9 27327 CIRCUIT GRAPH OF MATROID//EXPECTED RANK//PATH LAYER MATRIX
10 17956 LOCATION PRIVACY//PARTICIPATORY SENSING//MOBILE CROWD SENSING

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