Class information for:
Level 1: EPSILON MACHINE//PROBABILISTIC FINITE STATE AUTOMATA//SYMBOLIC TIME SERIES ANALYSIS

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
19493 503 29.0 44%



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
445 3       COMPLEX NETWORKS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//ECONOPHYSICS 26356
1151 2             ECONOPHYSICS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//DETRENDED FLUCTUATION ANALYSIS 9505
19493 1                   EPSILON MACHINE//PROBABILISTIC FINITE STATE AUTOMATA//SYMBOLIC TIME SERIES ANALYSIS 503

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 EPSILON MACHINE authKW 447009 2% 82% 9
2 PROBABILISTIC FINITE STATE AUTOMATA authKW 433604 2% 71% 10
3 SYMBOLIC TIME SERIES ANALYSIS authKW 367258 2% 55% 11
4 SYMBOLIC DYNAMIC FILTERING authKW 297452 1% 70% 7
5 CAUSAL STATES authKW 242822 1% 100% 4
6 COMPLEX SCI address 194268 8% 8% 42
7 KOLMOGOROV STRUCTURE FUNCTION authKW 182116 1% 100% 3
8 GUIDED SELF ORGANIZATION authKW 138752 1% 57% 4
9 AIRCRAFT GAS TURBINE ENGINES authKW 136586 1% 75% 3
10 EFFECTIVE COMPLEXITY authKW 136586 1% 75% 3

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 Physics, Mathematical 2608 20% 0% 103
2 Computer Science, Artificial Intelligence 1224 13% 0% 67
3 Physics, Multidisciplinary 1034 22% 0% 110
4 Mathematics, Interdisciplinary Applications 500 8% 0% 38
5 Physics, Fluids & Plasmas 471 8% 0% 40
6 Computer Science, Theory & Methods 443 9% 0% 44
7 Robotics 320 2% 0% 12
8 Mathematics, Applied 211 9% 0% 47
9 Automation & Control Systems 170 4% 0% 21
10 Computer Science, Information Systems 131 5% 0% 24

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 COMPLEX SCI 194268 8% 8% 42
2 METROPOLITAN REMAND RECEPT 121411 0% 100% 2
3 AD T SYST GRP 89179 2% 12% 12
4 UNILEVER MOL INFORMAT 73291 2% 15% 8
5 AGELESS AEROSP VEHICLE PROJECT INTELLIGENT SYST 60705 0% 100% 1
6 AGELESS AEROSP VEHICLES SMART SPACES PROJECTS I 60705 0% 100% 1
7 CNRS UMR7219 60705 0% 100% 1
8 CNRS UMR8557 60705 0% 100% 1
9 CNRS UMR8598 60705 0% 100% 1
10 DAEBELOFF INFORMAT SYST TECHNOL 60705 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 ADVANCES IN COMPLEX SYSTEMS 19405 3% 2% 13
2 ENTROPY 16206 5% 1% 23
3 CHAOS 9590 5% 1% 24
4 COMPLEXITY 8834 2% 2% 8
5 THEORY IN BIOSCIENCES 7137 1% 2% 7
6 SANTA FE INSTITUTE STUDIES IN THE SCIENCES OF COMPLEXITY - PROCEEDINGS VOLUMES 4801 1% 2% 4
7 SIGNAL IMAGE AND VIDEO PROCESSING 2379 1% 1% 6
8 ADAPTIVE BEHAVIOR 2160 1% 1% 4
9 HFSP JOURNAL 1795 0% 1% 2
10 PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING 1749 1% 0% 7

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 EPSILON MACHINE 447009 2% 82% 9 Search EPSILON+MACHINE Search EPSILON+MACHINE
2 PROBABILISTIC FINITE STATE AUTOMATA 433604 2% 71% 10 Search PROBABILISTIC+FINITE+STATE+AUTOMATA Search PROBABILISTIC+FINITE+STATE+AUTOMATA
3 SYMBOLIC TIME SERIES ANALYSIS 367258 2% 55% 11 Search SYMBOLIC+TIME+SERIES+ANALYSIS Search SYMBOLIC+TIME+SERIES+ANALYSIS
4 SYMBOLIC DYNAMIC FILTERING 297452 1% 70% 7 Search SYMBOLIC+DYNAMIC+FILTERING Search SYMBOLIC+DYNAMIC+FILTERING
5 CAUSAL STATES 242822 1% 100% 4 Search CAUSAL+STATES Search CAUSAL+STATES
6 KOLMOGOROV STRUCTURE FUNCTION 182116 1% 100% 3 Search KOLMOGOROV+STRUCTURE+FUNCTION Search KOLMOGOROV+STRUCTURE+FUNCTION
7 GUIDED SELF ORGANIZATION 138752 1% 57% 4 Search GUIDED+SELF+ORGANIZATION Search GUIDED+SELF+ORGANIZATION
8 AIRCRAFT GAS TURBINE ENGINES 136586 1% 75% 3 Search AIRCRAFT+GAS+TURBINE+ENGINES Search AIRCRAFT+GAS+TURBINE+ENGINES
9 EFFECTIVE COMPLEXITY 136586 1% 75% 3 Search EFFECTIVE+COMPLEXITY Search EFFECTIVE+COMPLEXITY
10 CONSTRAINED BEST FIT MODEL SELECTION 121411 0% 100% 2 Search CONSTRAINED+BEST+FIT+MODEL+SELECTION Search CONSTRAINED+BEST+FIT+MODEL+SELECTION

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 MARZEN, SE , CRUTCHFIELD, JP , (2016) PREDICTIVE RATE-DISTORTION FOR INFINITE-ORDER MARKOV PROCESSES.JOURNAL OF STATISTICAL PHYSICS. VOL. 163. ISSUE 6. P. 1312 -1338 22 69% 0
2 ARA, PM , JAMES, RG , CRUTCHFIELD, JP , (2016) ELUSIVE PRESENT: HIDDEN PAST AND FUTURE DEPENDENCY AND WHY WE BUILD MODELS.PHYSICAL REVIEW E. VOL. 93. ISSUE 2. P. - 14 88% 1
3 PROKOPENKO, M , BOSCHIETTI, F , RYAN, AJ , (2009) AN INFORMATION-THEORETIC PRIMER ON COMPLEXITY, SELF-ORGANIZATION, AND EMERGENCE.COMPLEXITY. VOL. 15. ISSUE 1. P. 11-28 20 65% 56
4 MARZEN, SE , CRUTCHFIELD, JP , (2015) INFORMATIONAL AND CAUSAL ARCHITECTURE OF DISCRETE-TIME RENEWAL PROCESSES.ENTROPY. VOL. 17. ISSUE 7. P. 4891 -4917 20 57% 0
5 CRUTCHFIELD, JP , MACHTA, J , (2011) INTRODUCTION TO FOCUS ISSUE ON "RANDOMNESS, STRUCTURE, AND CAUSALITY: MEASURES OF COMPLEXITY FROM THEORY TO APPLICATIONS".CHAOS. VOL. 21. ISSUE 3. P. - 20 61% 3
6 MAHONEY, JR , AGHAMOHAMMADI, C , CRUTCHFIELD, JP , (2016) OCCAM'S QUANTUM STROP: SYNCHRONIZING AND COMPRESSING CLASSICAL CRYPTIC PROCESSES VIA A QUANTUM CHANNEL.SCIENTIFIC REPORTS. VOL. 6. ISSUE . P. - 13 81% 0
7 DEBOWSKI, L , (2014) ON HIDDEN MARKOV PROCESSES WITH INFINITE EXCESS ENTROPY.JOURNAL OF THEORETICAL PROBABILITY. VOL. 27. ISSUE 2. P. 539-551 13 76% 2
8 MAHONEY, JR , ELLISON, CJ , JAMES, RG , CRUTCHFIELD, JP , (2011) HOW HIDDEN ARE HIDDEN PROCESSES? A PRIMER ON CRYPTICITY AND ENTROPY CONVERGENCE.CHAOS. VOL. 21. ISSUE 3. P. - 12 86% 3
9 AY, N , BERNIGAU, H , DER, R , PROKOPENKO, M , (2012) INFORMATION-DRIVEN SELF-ORGANIZATION: THE DYNAMICAL SYSTEM APPROACH TO AUTONOMOUS ROBOT BEHAVIOR.THEORY IN BIOSCIENCES. VOL. 131. ISSUE 3. P. 161 -179 12 80% 7
10 TRAVERS, NF , CRUTCHFIELD, JP , (2014) INFINITE EXCESS ENTROPY PROCESSES WITH COUNTABLE-STATE GENERATORS.ENTROPY. VOL. 16. ISSUE 3. P. 1396-1413 10 91% 1

Classes with closest relation at Level 1



Rank Class id link
1 32030 NORMALIZED COMPRESSION DISTANCE//WORD REMOVAL//INFORMATION DISTANCE
2 23862 PERMUTATION ENTROPY//ORDINAL PATTERNS//CHAOS BIOL GRP
3 37405 UNIVERSAL PSYCHOMETRICS//AESTHETICS THEORY//AGENT POLICY
4 23353 MACHINE CONSCIOUSNESS//GLOBAL WORKSPACE THEORY//ARTIFICIAL CONSCIOUSNESS
5 11165 LATENT PERIODICITY//TRIPLET PERIODICITY//LONG RANGE CORRELATION
6 36350 CELL TYPE TREES//EPFL IC IIF LCBB//ZFEL
7 36713 CHAOS COMPUTING//ANALOG ELECTRONIC//DYNAMICS BASED COMPUTING
8 13728 FISHER INFORMATION//EUITIZ//CARLOS I FIS TEOR COMPUTAC
9 9016 UNIVERSAL CODING//IEEE TRANSACTIONS ON INFORMATION THEORY//UNIVERSAL SOURCE CODING
10 36495 ORGANIZATIONAL IMPACTS SOCIAL RESPONSIBILITY//RISK SOCIAL VULNERABILITY//SOCIAL ISSUES LEGITIMACY

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