Class information for:
Level 1: RARE EVENT SIMULATION//IMPORTANCE SAMPLING//RARE EVENTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20297 467 21.5 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
313 3       TELECOMMUNICATIONS//QUEUEING SYSTEMS//PERFORMANCE EVALUATION 40047
832 2             QUEUEING SYSTEMS//QUEUEING//PERFORMANCE EVALUATION 11820
20297 1                   RARE EVENT SIMULATION//IMPORTANCE SAMPLING//RARE EVENTS 467

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 RARE EVENT SIMULATION authKW 2149850 12% 60% 55
2 IMPORTANCE SAMPLING authKW 1416995 31% 15% 145
3 RARE EVENTS authKW 819242 15% 18% 68
4 ASPI PLICAT INTERACTING PARTICLE SYST STAT address 392311 1% 100% 6
5 MULTILEVEL SPLITTING authKW 355983 1% 78% 7
6 IMPORTANCE SPLITTING authKW 336265 1% 86% 6
7 HIGHLY DEPENDABLE SYSTEMS authKW 272437 1% 83% 5
8 RARE EVENT PROBABILITY ESTIMATION authKW 272437 1% 83% 5
9 CROSS ENTROPY authKW 240690 6% 14% 27
10 BOUNDED RELATIVE ERROR authKW 204325 1% 63% 5

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 Statistics & Probability 4046 23% 0% 107
2 Operations Research & Management Science 2326 16% 0% 76
3 Telecommunications 1865 17% 0% 80
4 Engineering, Electrical & Electronic 1196 31% 0% 144
5 Computer Science, Interdisciplinary Applications 727 11% 0% 52
6 Computer Science, Hardware & Architecture 686 7% 0% 33
7 Computer Science, Software Engineering 336 7% 0% 31
8 Computer Science, Theory & Methods 240 7% 0% 32
9 Computer Science, Information Systems 189 6% 0% 27
10 Mathematics, Applied 169 9% 0% 41

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 ASPI PLICAT INTERACTING PARTICLE SYST STAT 392311 1% 100% 6
2 BATTCOCK 65385 0% 100% 1
3 BCN ITRC 65385 0% 100% 1
4 CHENGKUAN ELECT SHANGHAI CO LTD 65385 0% 100% 1
5 COMP ENGN TELECOMMUN THEORY 65385 0% 100% 1
6 DIGITAL ECOSYST BUSINESS INTELLIGENCE INS 65385 0% 100% 1
7 E P PAINLEVE UFR MATH 65385 0% 100% 1
8 GENIE INDCHAIR SYST SCI ENERGET CHALLENGE 65385 0% 100% 1
9 GLOBAL MODELLING ANALYT GRP 65385 0% 100% 1
10 GRM ANALYT 65385 0% 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 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION 108486 4% 8% 20
2 METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY 9373 2% 2% 9
3 STATISTICS AND COMPUTING 7804 2% 1% 11
4 ANNALS OF APPLIED PROBABILITY 7425 3% 1% 13
5 JOURNAL OF APPLIED PROBABILITY 6782 4% 1% 19
6 STOCHASTIC MODELS 5266 1% 1% 6
7 JOURNAL OF CREDIT RISK 4665 1% 2% 3
8 IEEE TRANSACTIONS ON COMMUNICATIONS 4230 5% 0% 25
9 QUEUEING SYSTEMS 3710 2% 1% 8
10 PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES 3380 1% 1% 6

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 RARE EVENT SIMULATION 2149850 12% 60% 55 Search RARE+EVENT+SIMULATION Search RARE+EVENT+SIMULATION
2 IMPORTANCE SAMPLING 1416995 31% 15% 145 Search IMPORTANCE+SAMPLING Search IMPORTANCE+SAMPLING
3 RARE EVENTS 819242 15% 18% 68 Search RARE+EVENTS Search RARE+EVENTS
4 MULTILEVEL SPLITTING 355983 1% 78% 7 Search MULTILEVEL+SPLITTING Search MULTILEVEL+SPLITTING
5 IMPORTANCE SPLITTING 336265 1% 86% 6 Search IMPORTANCE+SPLITTING Search IMPORTANCE+SPLITTING
6 HIGHLY DEPENDABLE SYSTEMS 272437 1% 83% 5 Search HIGHLY+DEPENDABLE+SYSTEMS Search HIGHLY+DEPENDABLE+SYSTEMS
7 RARE EVENT PROBABILITY ESTIMATION 272437 1% 83% 5 Search RARE+EVENT+PROBABILITY+ESTIMATION Search RARE+EVENT+PROBABILITY+ESTIMATION
8 CROSS ENTROPY 240690 6% 14% 27 Search CROSS+ENTROPY Search CROSS+ENTROPY
9 BOUNDED RELATIVE ERROR 204325 1% 63% 5 Search BOUNDED+RELATIVE+ERROR Search BOUNDED+RELATIVE+ERROR
10 LIKELIHOOD RATIO DEGENERACY 196156 1% 100% 3 Search LIKELIHOOD+RATIO+DEGENERACY Search LIKELIHOOD+RATIO+DEGENERACY

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 SMITH, PJ , SHAFI, M , GAO, HS , (1997) QUICK SIMULATION: A REVIEW OF IMPORTANCE SAMPLING TECHNIQUES IN COMMUNICATIONS SYSTEMS.IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS. VOL. 15. ISSUE 4. P. 597 -613 39 76% 132
2 KAYNAR, B , RIDDER, A , (2010) THE CROSS-ENTROPY METHOD WITH PATCHING FOR RARE-EVENT SIMULATION OF LARGE MARKOV CHAINS.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 207. ISSUE 3. P. 1380 -1397 19 95% 7
3 BREHIER, CE , GAZEAU, M , GOUDENEGE, L , LELIEVRE, T , ROUSSET, M , (2016) UNBIASEDNESS OF SOME GENERALIZED ADAPTIVE MULTILEVEL SPLITTING ALGORITHMS.ANNALS OF APPLIED PROBABILITY. VOL. 26. ISSUE 6. P. 3559 -3601 17 74% 0
4 NICOLA, VF , ZABURNENKO, TS , (2007) EFFICIENT IMPORTANCE SAMPLING HEURISTICS FOR THE SIMULATION OF POPULATION OVERFLOW IN JACKSON NETWORKS.ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. VOL. 17. ISSUE 2. P. - 16 94% 1
5 WANG, H , ZHOU, X , (2015) A CROSS-ENTROPY SCHEME FOR MIXTURES.ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. VOL. 25. ISSUE 1. P. - 13 87% 2
6 SMITH, PJ , (2001) UNDERESTIMATION OF RARE EVENT PROBABILITIES IN IMPORTANCE SAMPLING SIMULATIONS.SIMULATION. VOL. 76. ISSUE 3. P. 140 -150 19 86% 3
7 L'ECUYER, P , TUFFIN, B , (2011) APPROXIMATING ZERO-VARIANCE IMPORTANCE SAMPLING IN A RELIABILITY SETTING.ANNALS OF OPERATIONS RESEARCH. VOL. 189. ISSUE 1. P. 277 -297 12 92% 5
8 WALTER, C , (2015) RARE EVENT SIMULATION AND SPLITTING FOR DISCONTINUOUS RANDOM VARIABLES.ESAIM-PROBABILITY AND STATISTICS. VOL. 19. ISSUE . P. 794 -811 13 76% 0
9 L'ECUYER, P , BLANCHET, JH , TUFFIN, B , GLYNN, PW , (2010) ASYMPTOTIC ROBUSTNESS OF ESTIMATORS IN RARE-EVENT SIMULATION.ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. VOL. 20. ISSUE 1. P. - 14 74% 9
10 XU, SW , WU, XY , (2012) SIMULATION METHOD FOR RELIABILITY OF TT&C MISSION WITH HIGH REDUNDANCY AND SMALL TIME HORIZON.JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS. VOL. 23. ISSUE 6. P. 943 -948 10 100% 2

Classes with closest relation at Level 1


Rank Class id link
1 20543 FORK JOIN QUEUES//GI G 1 TYPE MARKOV CHAIN//SUBEXPONENTIAL ASYMPTOTICS
2 7807 RANKING AND SELECTION//ORDINAL OPTIMIZATION//OUTPUT ANALYSIS
3 17480 LARGE DEVIATIONS//MODERATE DEVIATIONS//LOCAL LARGE DEVIATION PRINCIPLE
4 36461 1 F TYPE POWER LAW//ACCURACY AND RELIABILITY OF ESTIMATION//COMMON SEMANTIC MODEL
5 10288 PARTICLE FILTER//SEQUENTIAL MONTE CARLO//SEQUENTIAL MONTE CARLO METHODS
6 10568 STOCHASTIC PETRI NETS//PERFORMABILITY//STOCHASTIC AUTOMATA NETWORKS
7 2296 RUIN PROBABILITY//INSURANCE MATHEMATICS & ECONOMICS//SUBEXPONENTIAL DISTRIBUTION
8 14004 APPROXIMATE COUNTING//PERMANENTAL POLYNOMIAL//PERMANENT
9 20461 NUCLEAR SCIENCE AND ENGINEERING//DIRECT STATISTICAL APPROACH//FW CADIS
10 20612 STOCHASTIC APPROXIMATION//NOISE SEQUENCES//RECURSIVE ESTIMATORS

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