Class information for:
Level 1: RLS ALGORITHM//FAST RLS ALGORITHM//IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
15274 722 18.8 37%


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
264 3       COMPUTER SCIENCE, HARDWARE & ARCHITECTURE//IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS//ENGINEERING, ELECTRICAL & ELECTRONIC 44494
1037 2             IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS//IEEE TRANSACTIONS ON SIGNAL PROCESSING//ADAPTIVE FILTERING 10147
15274 1                   RLS ALGORITHM//FAST RLS ALGORITHM//IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 722

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 RLS ALGORITHM authKW 242310 3% 30% 19
2 FAST RLS ALGORITHM authKW 211457 1% 100% 5
3 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING journal 195134 12% 5% 84
4 ORTHONORMAL MODEL authKW 169166 1% 100% 4
5 LINEARLY CONSTRAINED ADAPTIVE FILTERING authKW 135331 1% 80% 4
6 FAST RECURSIVE LEAST SQUARES ALGORITHM authKW 126874 0% 100% 3
7 SSRLS authKW 96663 1% 57% 4
8 FAST RLS authKW 95154 0% 75% 3
9 FAST TRANSVERSAL FILTER ALGORITHM authKW 95154 0% 75% 3
10 STATE SPACE RLS authKW 95154 0% 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 Engineering, Electrical & Electronic 13632 79% 0% 567
2 Acoustics 3164 13% 0% 92
3 Automation & Control Systems 1487 10% 0% 70
4 Telecommunications 948 10% 0% 73
5 Computer Science, Hardware & Architecture 854 6% 0% 46
6 Engineering, Aerospace 183 3% 0% 19
7 Computer Science, Information Systems 170 5% 0% 33
8 Computer Science, Theory & Methods 82 4% 0% 26
9 Computer Science, Interdisciplinary Applications 28 2% 0% 17
10 COMPUTER APPLICATIONS & CYBERNETICS 14 0% 0% 1

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 BROADBAND SYST ENGN GRP 42291 0% 100% 1
2 DE3 42291 0% 100% 1
3 DEV PERIPHERY SYST 42291 0% 100% 1
4 ELECT WARFARE GRP 42291 0% 100% 1
5 INKJET PINTER PHOTO PROD DESIGN 42291 0% 100% 1
6 KANAZAWA DEV S 42291 0% 100% 1
7 PANASON MOBILE COMMUN 42291 0% 100% 1
8 PROG ENGN ELECT 42291 0% 100% 1
9 RADAR ENGN RADAR SYST ANAL GRP 42291 0% 100% 1
10 STATE MILLIMETER WAVESMINIST EDUC 42291 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 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 195134 12% 5% 84
2 IEEE TRANSACTIONS ON SIGNAL PROCESSING 49979 15% 1% 108
3 SIGNAL PROCESSING 17012 7% 1% 51
4 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS 13754 3% 1% 24
5 IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING 11061 2% 2% 15
6 INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 6295 2% 1% 14
7 FUJITSU SCIENTIFIC & TECHNICAL JOURNAL 3901 1% 1% 8
8 BELL SYSTEM TECHNICAL JOURNAL 3631 1% 1% 6
9 ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE 3531 1% 1% 10
10 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 3419 2% 0% 18

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 RLS ALGORITHM 242310 3% 30% 19 Search RLS+ALGORITHM Search RLS+ALGORITHM
2 FAST RLS ALGORITHM 211457 1% 100% 5 Search FAST+RLS+ALGORITHM Search FAST+RLS+ALGORITHM
3 ORTHONORMAL MODEL 169166 1% 100% 4 Search ORTHONORMAL+MODEL Search ORTHONORMAL+MODEL
4 LINEARLY CONSTRAINED ADAPTIVE FILTERING 135331 1% 80% 4 Search LINEARLY+CONSTRAINED+ADAPTIVE+FILTERING Search LINEARLY+CONSTRAINED+ADAPTIVE+FILTERING
5 FAST RECURSIVE LEAST SQUARES ALGORITHM 126874 0% 100% 3 Search FAST+RECURSIVE+LEAST+SQUARES+ALGORITHM Search FAST+RECURSIVE+LEAST+SQUARES+ALGORITHM
6 SSRLS 96663 1% 57% 4 Search SSRLS Search SSRLS
7 FAST RLS 95154 0% 75% 3 Search FAST+RLS Search FAST+RLS
8 FAST TRANSVERSAL FILTER ALGORITHM 95154 0% 75% 3 Search FAST+TRANSVERSAL+FILTER+ALGORITHM Search FAST+TRANSVERSAL+FILTER+ALGORITHM
9 STATE SPACE RLS 95154 0% 75% 3 Search STATE+SPACE+RLS Search STATE+SPACE+RLS
10 ANALYSIS CONVERGENCE NUMERICAL STABILITY TRACKING 84583 0% 100% 2 Search ANALYSIS+CONVERGENCE+NUMERICAL+STABILITY+TRACKING Search ANALYSIS+CONVERGENCE+NUMERICAL+STABILITY+TRACKING

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 RONTOGIANNIS, AA , THEODORIDIS, S , (1998) MULTICHANNEL FAST QRD-LS ADAPTIVE FILTERING: NEW TECHNIQUE AND ALGORITHMS.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 46. ISSUE 11. P. 2862 -2876 19 95% 13
2 BOUTALIS, Y , PAPAODYSSEUS, C , KOUKOUTSIS, E , (2000) A NEW MULTICHANNEL RECURSIVE LEAST SQUARES ALGORITHM FOR VERY ROBUST AND EFFICIENT ADAPTIVE FILTERING.JOURNAL OF ALGORITHMS-COGNITION INFORMATICS AND LOGIC. VOL. 37. ISSUE 2. P. 283 -308 16 100% 5
3 SAYED, AH , KAILATH, T , (1994) A STATE-SPACE APPROACH TO ADAPTIVE RLS FILTERING.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 11. ISSUE 3. P. 18 -60 17 89% 192
4 RONTOGIANNIS, AA , THEODORIDIS, S , (1998) NEW FAST QR DECOMPOSITION LEAST SQUARES ADAPTIVE ALGORITHMS.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 46. ISSUE 8. P. 2113-2121 15 100% 9
5 MERCHED, R , (2005) ON EXTENDED RLS LATTICE ADAPTIVE VARIANTS: ERROR-FEEDBACK, NORMALIZED, AND ARRAY-BASED RECURSIONS.EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING. VOL. 2005. ISSUE 8. P. 1235-1250 12 92% 1
6 GOMES, J , BARROSO, VAN , (2008) ARRAY-BASED QR-RLS MULTICHANNEL LATTICE FILTERING.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 56. ISSUE 8. P. 3510 -3522 11 92% 3
7 IKEDA, K , TANAKA, S , WANG, YH , (2002) CONVERGENCE RATE ANALYSIS OF FAST PREDICTOR-BASED LEAST SQUARES ALGORITHM.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS. VOL. 49. ISSUE 1. P. 11 -15 12 100% 3
8 PAPAODYSSEUS, C , (1999) A ROBUST, PARALLELIZABLE, O(M), A POSTERIORI RECURSIVE LEAST SQUARES ALGORITHM FOR EFFICIENT ADAPTIVE FILTERING.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 47. ISSUE 9. P. 2552-2558 13 100% 6
9 WANG, YH , IKEDA, K , NAKAYAMA, K , (2003) A NUMERICALLY STABLE FAST NEWTON-TYPE ADAPTIVE FILTER BASED ON ORDER RECURSIVE LEAST SQUARES ALGORITHM.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 51. ISSUE 9. P. 2357 -2368 13 87% 6
10 DJIGAN, VI , (2006) MULTICHANNEL PARALLELIZABLE SLIDING WINDOW RLS AND FAST RLS ALGORITHMS WITH LINEAR CONSTRAINTS.SIGNAL PROCESSING. VOL. 86. ISSUE 4. P. 776-791 10 100% 7

Classes with closest relation at Level 1


Rank Class id link
1 3843 ADAPTIVE FILTERING//ADAPTIVE FILTERS//ACOUSTIC ECHO CANCELLATION
2 33031 DELAYED LMS ALGORITHM//DLMS ALGORITHM//DISTRIBUTED ARITHMETIC DA
3 19169 AUTOREGRESSIVE SIGNALS//YULE WALKER EQUATIONS//ORDER SELECTION
4 22419 SCI TECHNOL TELECOMMUN//2 D SIGNAL PROCESSING//2 D LATTICE FILTERS
5 20612 STOCHASTIC APPROXIMATION//NOISE SEQUENCES//RECURSIVE ESTIMATORS
6 16710 ADAPTIVE NOTCH FILTER//ADAPTIVE IIR FILTERING//MULTIPLE NOTCH FILTER
7 26482 IMMITTANCE ALGORITHMS//CRITICAL STABILITY CONSTRAINTS//DISCRETE TIME SYSTEM STABILITY
8 19480 ASYMPTOTIC DECISION BOUNDARY//BAYESIAN DECISION FEEDBACK EQUALIZER//MINIMUM BIT ERROR RATE
9 9278 ROBUST ADAPTIVE BEAMFORMING//ADAPTIVE ARRAYS//ADAPTIVE BEAMFORMING
10 11675 ALGORITHM BASED FAULT TOLERANCE//SYSTOLIC ARRAY//ALGORITHM TRANSFORMATION

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