Class information for:
Level 1: AUTOMOTIVE TEST//UNMANNED ROBOT//DECISION TREE ENSEMBLE

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
33771 120 22.7 36%



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
74 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//AUTOMATICA 82579
1035 2             MODEL PREDICTIVE CONTROL//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF PROCESS CONTROL 10157
33771 1                   AUTOMOTIVE TEST//UNMANNED ROBOT//DECISION TREE ENSEMBLE 120

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 AUTOMOTIVE TEST authKW 1272316 4% 100% 5
2 UNMANNED ROBOT authKW 908794 4% 71% 5
3 DECISION TREE ENSEMBLE authKW 339283 2% 67% 2
4 ADAPTIVE RECURSIVE PREDICTION authKW 254463 1% 100% 1
5 AUTOMAT PROD SIGNAL IMAGE address 254463 1% 100% 1
6 AUTOMOTIVE SPEED CONTROL authKW 254463 1% 100% 1
7 BIOTECHNOLOGICAL SYSTEMS authKW 254463 1% 100% 1
8 CHAIR FERMENTAT TECH address 254463 1% 100% 1
9 COMPLETE POWERTRAIN ENGN 97500 address 254463 1% 100% 1
10 COMPLEX BEHAVIOR MODELING authKW 254463 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 Automation & Control Systems 5494 44% 0% 53
2 Robotics 792 8% 0% 9
3 Computer Science, Artificial Intelligence 741 21% 0% 25
4 Engineering, Electrical & Electronic 207 26% 0% 31
5 Engineering, General 103 8% 0% 9
6 Engineering, Chemical 89 13% 0% 15
7 Computer Science, Cybernetics 80 3% 0% 3
8 Computer Science, Interdisciplinary Applications 79 8% 0% 9
9 Computer Science, Theory & Methods 75 8% 0% 9
10 Instruments & Instrumentation 55 8% 0% 9

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 AUTOMAT PROD SIGNAL IMAGE 254463 1% 100% 1
2 CHAIR FERMENTAT TECH 254463 1% 100% 1
3 COMPLETE POWERTRAIN ENGN 97500 254463 1% 100% 1
4 DAKAR POLYTECH UNIV 254463 1% 100% 1
5 DPTM CS 254463 1% 100% 1
6 DPTM ELE ELE ENGIN 254463 1% 100% 1
7 DRIVER ASSISTANCE SYST GRP FIMIA 254463 1% 100% 1
8 FB3 COMP SCI 254463 1% 100% 1
9 IMAGE SIGNAL SYST INTELLIGENTS EA 3956 254463 1% 100% 1
10 INTELLIGENT SYST GRP F3SI 254463 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 JOURNAL OF PROCESS CONTROL 6196 6% 0% 7
2 COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES 4365 5% 0% 6
3 CONTROL ENGINEERING PRACTICE 2915 5% 0% 6
4 MODELING IDENTIFICATION AND CONTROL 2304 2% 0% 2
5 INTERNATIONAL JOURNAL OF CONTROL 1923 6% 0% 7
6 INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS 1652 3% 0% 3
7 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 1588 3% 0% 4
8 TURKIYE KLINIKLERI TIP BILIMLERI DERGISI 1516 3% 0% 3
9 INTERNATIONAL JOURNAL OF COAL PREPARATION AND UTILIZATION 1216 1% 0% 1
10 INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL 1140 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 AUTOMOTIVE TEST 1272316 4% 100% 5 Search AUTOMOTIVE+TEST Search AUTOMOTIVE+TEST
2 UNMANNED ROBOT 908794 4% 71% 5 Search UNMANNED+ROBOT Search UNMANNED+ROBOT
3 DECISION TREE ENSEMBLE 339283 2% 67% 2 Search DECISION+TREE+ENSEMBLE Search DECISION+TREE+ENSEMBLE
4 ADAPTIVE RECURSIVE PREDICTION 254463 1% 100% 1 Search ADAPTIVE+RECURSIVE+PREDICTION Search ADAPTIVE+RECURSIVE+PREDICTION
5 AUTOMOTIVE SPEED CONTROL 254463 1% 100% 1 Search AUTOMOTIVE+SPEED+CONTROL Search AUTOMOTIVE+SPEED+CONTROL
6 BIOTECHNOLOGICAL SYSTEMS 254463 1% 100% 1 Search BIOTECHNOLOGICAL+SYSTEMS Search BIOTECHNOLOGICAL+SYSTEMS
7 COMPLEX BEHAVIOR MODELING 254463 1% 100% 1 Search COMPLEX+BEHAVIOR+MODELING Search COMPLEX+BEHAVIOR+MODELING
8 CROSS LIMITING CONTROL 254463 1% 100% 1 Search CROSS+LIMITING+CONTROL Search CROSS+LIMITING+CONTROL
9 DEPTH OF REMOVAL 254463 1% 100% 1 Search DEPTH+OF+REMOVAL Search DEPTH+OF+REMOVAL
10 DYNAMIC ANALYSIS WITH SLIP 254463 1% 100% 1 Search DYNAMIC+ANALYSIS+WITH+SLIP Search DYNAMIC+ANALYSIS+WITH+SLIP

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 GREGORCIC, G , LIGHTBODY, G , (2008) NONLINEAR SYSTEM IDENTIFICATION: FROM MULTIPLE-MODEL NETWORKS TO GAUSSIAN PROCESSES.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 21. ISSUE 7. P. 1035 -1055 15 33% 36
2 LOURENCO, JM , LEMOS, JM , MARQUES, JS , (2013) CONTROL OF NEUROMUSCULAR BLOCKADE WITH GAUSSIAN PROCESS MODELS.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 8. ISSUE 3. P. 244-254 7 58% 3
3 GREGORCIC, G , LIGHTBODY, G , (2009) GAUSSIAN PROCESS APPROACH FOR MODELLING OF NONLINEAR SYSTEMS.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 22. ISSUE 4-5. P. 522-533 8 47% 36
4 KOCIJAN, J , GRANCHAROVA, A , (2010) GAUSSIAN PROCESS MODELLING CASE STUDY WITH MULTIPLE OUTPUTS.COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES. VOL. 63. ISSUE 4. P. 601 -608 4 100% 1
5 KOCIJAN, J , LIKAR, B , (2008) GAS-LIQUID SEPARATOR MODELLING AND SIMULATION WITH GAUSSIAN-PROCESS MODELS.SIMULATION MODELLING PRACTICE AND THEORY. VOL. 16. ISSUE 8. P. 910 -922 4 100% 16
6 GREGORCIC, G , LIGHTBODY, G , (2010) NONLINEAR MODEL-BASED CONTROL OF HIGHLY NONLINEAR PROCESSES.COMPUTERS & CHEMICAL ENGINEERING. VOL. 34. ISSUE 8. P. 1268-1281 8 47% 5
7 MCLOONE, SC , IRWIN, GW , (2003) ON VELOCITY-BASED LOCAL MODEL NETWORKS FOR NONLINEAR IDENTIFICATION.ASIAN JOURNAL OF CONTROL. VOL. 5. ISSUE 2. P. 309-315 5 83% 1
8 CHEN, G , ZHANG, WG , (2015) DESIGN OF PROTOTYPE SIMULATION SYSTEM FOR DRIVING PERFORMANCE OF ELECTROMAGNETIC UNMANNED ROBOT APPLIED TO AUTOMOTIVE TEST.INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL. VOL. 42. ISSUE 1. P. 74 -82 4 67% 0
9 ORJUELA, R , MARX, B , RAGOT, J , MAQUIN, D , (2013) NONLINEAR SYSTEM IDENTIFICATION USING HETEROGENEOUS MULTIPLE MODELS.INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE. VOL. 23. ISSUE 1. P. 103-115 7 35% 7
10 HUNT, KJ , HAAS, R , KALKKUHL, JC , (1996) LOCAL CONTROLLER NETWORK FOR AUTONOMOUS VEHICLE STEERING.CONTROL ENGINEERING PRACTICE. VOL. 4. ISSUE 8. P. 1045-1051 4 100% 4

Classes with closest relation at Level 1



Rank Class id link
1 11003 FORWARD REGRESSION//RADIAL BASIS FUNCTION NETWORK//NARMAX
2 5670 GENERIC MODEL CONTROL//DYNAMIC MATRIX CONTROL//PH CONTROL
3 8890 PARAMETER DEPENDENT LYAPUNOV FUNCTION//LINEAR PARAMETER VARYING SYSTEMS//LINEAR PARAMETER VARYING LPV SYSTEMS
4 3586 T S FUZZY SYSTEMS//TAKAGI SUGENO T S FUZZY SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS
5 31043 EXCHANGEABLE RANDOM VARIABLE//KOLMOGOROV FELLER WEAK LAW OF LARGE NUMBERS//BERRY ESSEEN TYPE ESTIMATE
6 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
7 31501 SOLAR POWER PLANT//DISTRIBUTED COLLECTOR FIELD//ABOVEGROUND PIPELINE
8 34290 JAMES BOND//DANIEL CRAIG//007
9 12006 ENGINE CONTROL//AIR FUEL RATIO CONTROL//IDLE SPEED CONTROL
10 34400 3D EMISSION EXCITATION MATRIX FLUOROMETRY//ACTINOMYCIN V//ALTERNATING PENALTY TRILINEAR DECOMPOSITION ALGORITHMAPTLD

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