Class information for:
Level 1: LEARNING AUTOMATA//LEARNING AUTOMATA LA//STOCHASTIC GRAPH

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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
35 3       TELECOMMUNICATIONS//IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS//ENGINEERING, ELECTRICAL & ELECTRONIC 110941
80 2             WIRELESS SENSOR NETWORKS//TELECOMMUNICATIONS//AD HOC NETWORKS 27323
21849 1                   LEARNING AUTOMATA//LEARNING AUTOMATA LA//STOCHASTIC GRAPH 426

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LEARNING AUTOMATA authKW 3334610 25% 42% 107
2 LEARNING AUTOMATA LA authKW 1487216 7% 72% 28
3 STOCHASTIC GRAPH authKW 352286 2% 48% 10
4 CELLULAR LEARNING AUTOMATA authKW 264209 2% 36% 10
5 STATIONARY ENVIRONMENTS authKW 236741 1% 80% 4
6 DIMENSIONAL SEARCH authKW 221947 1% 100% 3
7 DISCRETIZED LEARNING authKW 221947 1% 100% 3
8 MODELING OF ADAPTIVE SYSTEMS authKW 221947 1% 100% 3
9 RELATIVE REWARD STRENGTH ALGORITHM authKW 221947 1% 100% 3
10 STOCHASTIC POINT LOCATION SPL PROBLEM authKW 221947 1% 100% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Cybernetics 12528 16% 0% 69
2 Computer Science, Artificial Intelligence 3743 25% 0% 106
3 Telecommunications 2499 21% 0% 89
4 Computer Science, Information Systems 1795 17% 0% 74
5 Automation & Control Systems 1441 12% 0% 53
6 Engineering, Electrical & Electronic 1244 33% 0% 140
7 Computer Science, Hardware & Architecture 1184 10% 0% 41
8 Computer Science, Theory & Methods 1084 14% 0% 61
9 Operations Research & Management Science 339 7% 0% 29
10 Computer Science, Software Engineering 128 4% 0% 19

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SOFT COMP 198891 5% 12% 22
2 ENGN BUIT ENVIRONM 73982 0% 100% 1
3 ETB 3006 73982 0% 100% 1
4 ETB 4079 73982 0% 100% 1
5 HAMEDAN BRANCH BAHAR 73982 0% 100% 1
6 INFORMAT COMMUN IC 2 73982 0% 100% 1
7 INFORMATIKUM 73982 0% 100% 1
8 INVEST ESTUDIOS AVANZADOS INGN ELECT 73982 0% 100% 1
9 SARTA GRECO CNRS URA 192 73982 0% 100% 1
10 WIMAX 73982 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 40218 8% 2% 33
2 INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS 11896 4% 1% 18
3 IEEE TRANSACTIONS ON CYBERNETICS 8788 3% 1% 12
4 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 7885 3% 1% 12
5 APPLIED INTELLIGENCE 6902 3% 1% 11
6 INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 3368 4% 0% 16
7 COMPUTER COMMUNICATIONS 2318 3% 0% 12
8 GENETIC PROGRAMMING AND EVOLVABLE MACHINES 1707 0% 1% 2
9 REVISTA DE INFORMATICA Y AUTOMATICA 1572 0% 2% 1
10 KYBERNETIKA 1504 1% 0% 6

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 LEARNING AUTOMATA 3334610 25% 42% 107 Search LEARNING+AUTOMATA Search LEARNING+AUTOMATA
2 LEARNING AUTOMATA LA 1487216 7% 72% 28 Search LEARNING+AUTOMATA+LA Search LEARNING+AUTOMATA+LA
3 STOCHASTIC GRAPH 352286 2% 48% 10 Search STOCHASTIC+GRAPH Search STOCHASTIC+GRAPH
4 CELLULAR LEARNING AUTOMATA 264209 2% 36% 10 Search CELLULAR+LEARNING+AUTOMATA Search CELLULAR+LEARNING+AUTOMATA
5 STATIONARY ENVIRONMENTS 236741 1% 80% 4 Search STATIONARY+ENVIRONMENTS Search STATIONARY+ENVIRONMENTS
6 DIMENSIONAL SEARCH 221947 1% 100% 3 Search DIMENSIONAL+SEARCH Search DIMENSIONAL+SEARCH
7 DISCRETIZED LEARNING 221947 1% 100% 3 Search DISCRETIZED+LEARNING Search DISCRETIZED+LEARNING
8 MODELING OF ADAPTIVE SYSTEMS 221947 1% 100% 3 Search MODELING+OF+ADAPTIVE+SYSTEMS Search MODELING+OF+ADAPTIVE+SYSTEMS
9 RELATIVE REWARD STRENGTH ALGORITHM 221947 1% 100% 3 Search RELATIVE+REWARD+STRENGTH+ALGORITHM Search RELATIVE+REWARD+STRENGTH+ALGORITHM
10 STOCHASTIC POINT LOCATION SPL PROBLEM 221947 1% 100% 3 Search STOCHASTIC+POINT+LOCATION+SPL+PROBLEM Search STOCHASTIC+POINT+LOCATION+SPL+PROBLEM

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 16632 DATA BROADCASTING//WIRELESS DATA BROADCAST//BROADCAST DISKS
2 10428 REINFORCEMENT LEARNING//MULTIAGENT LEARNING//Q LEARNING
3 22532 COUNTING TO INFINITY//POPULATION CONSTRAINT//SEMAPHORE QUEUE
4 31248 CHANNEL POWER MEASUREMENT//WEIGHTED OVERLAPPED SEGMENT AVERAGING WOSA ESTIMATION//COMP SCI CONTROL SYST
5 15343 RECEIVER COLLISION//LIGHTWAVE NETWORKS//AVERAGE REJECTION PROBABILITY
6 27128 WIRELESS NETWORKS//COMP SKILLS UNIT//COMP TELECOMMUN ENGN
7 5178 CONNECTED DOMINATING SET//MOBILE AD HOC NETWORKS//MANET
8 33385 LANE RESERVATION//CUT AND SOLVE METHOD//ROLE TRANSFER
9 37229 ADMINISTRATIVE PROCEDURE ACTS//BUREAUCRATIC OPENNESS//CLIENTELIST POLITICAL STRUCTURE
10 32824 EVOLUTION OF FOSS SYSTEMS//HOGG HUBERMAN MODEL//LINUX DISTRIBUTIONS

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