-
1
-
-
0012646033
-
New incremental learning algorithm in the framework of rough set theory
-
W.C. Bang, and Z. Bien New incremental learning algorithm in the framework of rough set theory Int. J. Fuzzy Syst. 1 1999 25 36
-
(1999)
Int. J. Fuzzy Syst.
, vol.1
, pp. 25-36
-
-
Bang, W.C.1
Bien, Z.2
-
2
-
-
0038404485
-
Rough set algorithms in classification problems
-
Polkowski Studies in Fuzziness and Soft Computing
-
J. Bazan, H.S. Nguyen, S.H. Nguyen, P. Synak, and J. Wroblewski Rough set algorithms in classification problems Polkowski Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems Studies in Fuzziness and Soft Computing 2000 49 88
-
(2000)
Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems
, pp. 49-88
-
-
Bazan, J.1
Nguyen, H.S.2
Nguyen, S.H.3
Synak, P.4
Wroblewski, J.5
-
3
-
-
6344270761
-
Incremental induction of decision rules from dominance-based rough approximations
-
J. Blaszczynski, and R. Slowinski Incremental induction of decision rules from dominance-based rough approximations Electron. Notes Theor. Comput. Sci. 82 2003 40 51
-
(2003)
Electron. Notes Theor. Comput. Sci.
, vol.82
, pp. 40-51
-
-
Blaszczynski, J.1
Slowinski, R.2
-
5
-
-
0040204986
-
Incremental learning of production rules from examples under uncertainty: A rough set approach
-
C.C. Chan Incremental learning of production rules from examples under uncertainty: a rough set approach Int. J. Softw. Eng. Knowl. Eng. 1 1991 439 461
-
(1991)
Int. J. Softw. Eng. Knowl. Eng.
, vol.1
, pp. 439-461
-
-
Chan, C.C.1
-
6
-
-
0032093405
-
A rough set approach to attribute generalization in data mining
-
C.C. Chan A rough set approach to attribute generalization in data mining Inf. Sci. 107 1998 177 194
-
(1998)
Inf. Sci.
, vol.107
, pp. 177-194
-
-
Chan, C.C.1
-
7
-
-
77956936931
-
A rough set based dynamic maintenance approach for approximations in coarsening and refining attribute values
-
H.M. Chen, T.R. Li, S.J. Qiao, and D. Ruan A rough set based dynamic maintenance approach for approximations in coarsening and refining attribute values Int. J. Intell. Syst. 25 2010 1005 1026
-
(2010)
Int. J. Intell. Syst.
, vol.25
, pp. 1005-1026
-
-
Chen, H.M.1
Li, T.R.2
Qiao, S.J.3
Ruan, D.4
-
8
-
-
84871838559
-
A rough-set based incremental approach for updating approximations under dynamic maintenance environments
-
H.M. Chen, T.R. Li, D. Ruan, J.H. Lin, and C.X. Hu A rough-set based incremental approach for updating approximations under dynamic maintenance environments IEEE Trans. Knowl. Data Eng. 25 2013 274 284
-
(2013)
IEEE Trans. Knowl. Data Eng.
, vol.25
, pp. 274-284
-
-
Chen, H.M.1
Li, T.R.2
Ruan, D.3
Lin, J.H.4
Hu, C.X.5
-
9
-
-
78649779129
-
The incremental method for fast computing the rough fuzzy approximations
-
Y. Cheng The incremental method for fast computing the rough fuzzy approximations Data Knowl. Eng. 70 2011 84 100
-
(2011)
Data Knowl. Eng.
, vol.70
, pp. 84-100
-
-
Cheng, Y.1
-
12
-
-
79960115670
-
Attribute dynamics in rough sets
-
LNCS
-
D. Ciucci Attribute dynamics in rough sets Proceedings of ISMIS11 LNCS vol. 6804 2011 43 51
-
(2011)
Proceedings of ISMIS11
, vol.6804
, pp. 43-51
-
-
Ciucci, D.1
-
13
-
-
84860127431
-
Temporal dynamics in information tables
-
D. Ciucci Temporal dynamics in information tables Fundam. Inform. 115 2012 57 74
-
(2012)
Fundam. Inform.
, vol.115
, pp. 57-74
-
-
Ciucci, D.1
-
14
-
-
67349251267
-
Rule induction based on an incremental rough set
-
Y. Fan, T. Tseng, C. Chern, and C. Huang Rule induction based on an incremental rough set Expert Syst. Appl. 36 2009 11439 11450
-
(2009)
Expert Syst. Appl.
, vol.36
, pp. 11439-11450
-
-
Fan, Y.1
Tseng, T.2
Chern, C.3
Huang, C.4
-
15
-
-
0001905486
-
Knowledge acquisition under uncertainty - A rough set approach
-
J.W. Grzymala-Busse Knowledge acquisition under uncertainty - a rough set approach J. Intell. Robot. Syst. 1 1988 3 16
-
(1988)
J. Intell. Robot. Syst.
, vol.1
, pp. 3-16
-
-
Grzymala-Busse, J.W.1
-
16
-
-
0031189666
-
A new version of the rule induction system LERS
-
J.W. Grzymala-Busse A new version of the rule induction system LERS Fundam. Inform. 31 1997 27 39
-
(1997)
Fundam. Inform.
, vol.31
, pp. 27-39
-
-
Grzymala-Busse, J.W.1
-
18
-
-
35048890498
-
Data with missing attribute values: Generalization of indiscernibility relation and rule induction
-
J.W. Grzymala-Busse Data with missing attribute values: generalization of indiscernibility relation and rule induction Trans. Rough Sets I 2004 78 95
-
(2004)
Trans. Rough Sets i
, pp. 78-95
-
-
Grzymala-Busse, J.W.1
-
19
-
-
34248198229
-
Characteristic relations for incomplete data: A generalization of the indiscernibility relation
-
J.W. Grzymala-Busse Characteristic relations for incomplete data: a generalization of the indiscernibility relation Trans. Rough Sets IV 2005 58 68
-
(2005)
Trans. Rough Sets
, vol.4
, pp. 58-68
-
-
Grzymala-Busse, J.W.1
-
20
-
-
51349116018
-
Three approaches to missing attribute values: A rough set perspective
-
J.W. Grzymala-Busse Three approaches to missing attribute values: a rough set perspective Stud. Comput. Intell. 118 2008 139 152
-
(2008)
Stud. Comput. Intell.
, vol.118
, pp. 139-152
-
-
Grzymala-Busse, J.W.1
-
22
-
-
74049113341
-
Increasing incompleteness of data sets - A strategy for inducing better rule sets
-
J.W. Grzymala-Busse, and W.J. Grzymala-Busse Increasing incompleteness of data sets - a strategy for inducing better rule sets Stud. Comput. Intell. 262 2010 345 365
-
(2010)
Stud. Comput. Intell.
, vol.262
, pp. 345-365
-
-
Grzymala-Busse, J.W.1
Grzymala-Busse, W.J.2
-
24
-
-
33645990015
-
Incremental attribute reduction based on elementary sets
-
LNAI
-
F. Hu, G.Y. Wang, H. Huang, and Y. Wu Incremental attribute reduction based on elementary sets RSFDGrC2005 LNAI vol. 3641 2005 185 193
-
(2005)
RSFDGrC2005
, vol.3641
, pp. 185-193
-
-
Hu, F.1
Wang, G.Y.2
Huang, H.3
Wu, Y.4
-
25
-
-
0346972419
-
Deriving two-stage learning sequences from knowledge in fuzzy sequential pattern mining
-
Y.C. Hu, G.H. Tzeng, and C.M. Chen Deriving two-stage learning sequences from knowledge in fuzzy sequential pattern mining Inf. Sci. 159 2004 69 86
-
(2004)
Inf. Sci.
, vol.159
, pp. 69-86
-
-
Hu, Y.C.1
Tzeng, G.H.2
Chen, C.M.3
-
27
-
-
4944255708
-
Algorithms for mining association rules in bag databases
-
P.Y. Hsu, Y.L. Chen, and C.C. Ling Algorithms for mining association rules in bag databases Inf. Sci. 166 2004 31 47
-
(2004)
Inf. Sci.
, vol.166
, pp. 31-47
-
-
Hsu, P.Y.1
Chen, Y.L.2
Ling, C.C.3
-
29
-
-
52949142738
-
Formal reasoning with rough sets in multiple-source approximation systems
-
M. Khan, and M. Banerjee Formal reasoning with rough sets in multiple-source approximation systems Int. J. Approx. Reason. 49 2008 466 477
-
(2008)
Int. J. Approx. Reason.
, vol.49
, pp. 466-477
-
-
Khan, M.1
Banerjee, M.2
-
30
-
-
0032294902
-
Rough set approach to incomplete information system
-
M. Kryszkiewicz Rough set approach to incomplete information system Inf. Sci. 112 1998 39 49
-
(1998)
Inf. Sci.
, vol.112
, pp. 39-49
-
-
Kryszkiewicz, M.1
-
31
-
-
0033079944
-
Rules in incomplete information systems
-
M. Kryszkiewicz Rules in incomplete information systems Inf. Sci. 113 1999 271 292
-
(1999)
Inf. Sci.
, vol.113
, pp. 271-292
-
-
Kryszkiewicz, M.1
-
32
-
-
2542480962
-
Mining massive document collections by the WEBSOM method
-
K. Lagus, S. Kaski, and T. Kohonen Mining massive document collections by the WEBSOM method Inf. Sci. 163 2004 135 156
-
(2004)
Inf. Sci.
, vol.163
, pp. 135-156
-
-
Lagus, K.1
Kaski, S.2
Kohonen, T.3
-
33
-
-
16244396746
-
Knowledge acquisition in incomplete information systems: A rough set approach
-
Y. Leung, W.Z. Wu, and W.X. Zhang Knowledge acquisition in incomplete information systems: a rough set approach Eur. J. Oper. Res. 168 2006 164 180
-
(2006)
Eur. J. Oper. Res.
, vol.168
, pp. 164-180
-
-
Leung, Y.1
Wu, W.Z.2
Zhang, W.X.3
-
34
-
-
81155139533
-
An interval set model for learning rules from incomplete information table
-
H.X. Li, M.H. Wang, X.Z. Zhou, and J.B. Zhao An interval set model for learning rules from incomplete information table Int. J. Approx. Reason. 53 2012 24 37
-
(2012)
Int. J. Approx. Reason.
, vol.53
, pp. 24-37
-
-
Li, H.X.1
Wang, M.H.2
Zhou, X.Z.3
Zhao, J.B.4
-
35
-
-
84870063097
-
Incomplete decision contexts: Approximate concept construction, rule acquisition and knowledge reduction
-
J.H. Li, C.L. Mei, and Y.J. Lv Incomplete decision contexts: approximate concept construction, rule acquisition and knowledge reduction Int. J. Approx. Reason. 54 2013 149 165
-
(2013)
Int. J. Approx. Reason.
, vol.54
, pp. 149-165
-
-
Li, J.H.1
Mei, C.L.2
Lv, Y.J.3
-
36
-
-
84879223200
-
Dynamic maintenance of approximations in dominance-based rough set approach under the variation of the object set
-
S.Y. Li, T.R. Li, and D. Liu Dynamic maintenance of approximations in dominance-based rough set approach under the variation of the object set Int. J. Intell. Syst. 28 2013 729 751
-
(2013)
Int. J. Intell. Syst.
, vol.28
, pp. 729-751
-
-
Li, S.Y.1
Li, T.R.2
Liu, D.3
-
37
-
-
84872925023
-
Incremental updating approximations in dominance-based rough sets approach under the variation of the attribute set
-
S.Y. Li, T.R. Li, and D. Liu Incremental updating approximations in dominance-based rough sets approach under the variation of the attribute set Knowl.-Based Syst. 40 2013 17 26
-
(2013)
Knowl.-Based Syst.
, vol.40
, pp. 17-26
-
-
Li, S.Y.1
Li, T.R.2
Liu, D.3
-
38
-
-
4544246194
-
An incremental algorithm for mining classification rules in incomplete information systems
-
IEEE Press
-
T.R. Li, N. Yang, Y. Xu, and J. Ma An incremental algorithm for mining classification rules in incomplete information systems Proceedings of NAFIPS 2004 IEEE Press 446 449
-
(2004)
Proceedings of NAFIPS
, pp. 446-449
-
-
Li, T.R.1
Yang, N.2
Xu, Y.3
Ma, J.4
-
39
-
-
34248165925
-
A rough sets based characteristic relation approach for dynamic attribute generalization in data mining
-
T.R. Li, D. Ruan, W. Geert, J. Song, and Y. Xu A rough sets based characteristic relation approach for dynamic attribute generalization in data mining Knowl.-Based Syst. 20 2007 485 494
-
(2007)
Knowl.-Based Syst.
, vol.20
, pp. 485-494
-
-
Li, T.R.1
Ruan, D.2
Geert, W.3
Song, J.4
Xu, Y.5
-
40
-
-
31944451673
-
Looking into the seeds of time: Discovering temporal patterns in large transaction sets
-
Y. Li, S. Zhu, X.S. Wang, and S. Jajodia Looking into the seeds of time: discovering temporal patterns in large transaction sets Inf. Sci. 176 2006 1003 1031
-
(2006)
Inf. Sci.
, vol.176
, pp. 1003-1031
-
-
Li, Y.1
Zhu, S.2
Wang, X.S.3
Jajodia, S.4
-
41
-
-
0018518835
-
On semantic issues connected with incomplete information databases
-
W.J. Lipski On semantic issues connected with incomplete information databases ACM Trans. Database Syst. 4 1979 262 296
-
(1979)
ACM Trans. Database Syst.
, vol.4
, pp. 262-296
-
-
Lipski, W.J.1
-
43
-
-
70349119480
-
An incremental approach for inducing knowledge from dynamic information systems
-
D. Liu, T.R. Li, D. Ruan, and W.L. Zou An incremental approach for inducing knowledge from dynamic information systems Fundam. Inform. 94 2009 245 260
-
(2009)
Fundam. Inform.
, vol.94
, pp. 245-260
-
-
Liu, D.1
Li, T.R.2
Ruan, D.3
Zou, W.L.4
-
44
-
-
80053331510
-
Incremental learning optimization on knowledge discovery in dynamic business intelligent systems
-
D. Liu, T.R. Li, D. Ruan, and J.B. Zhang Incremental learning optimization on knowledge discovery in dynamic business intelligent systems J. Glob. Optim. 51 2011 325 344
-
(2011)
J. Glob. Optim.
, vol.51
, pp. 325-344
-
-
Liu, D.1
Li, T.R.2
Ruan, D.3
Zhang, J.B.4
-
49
-
-
79957597759
-
Probabilistic model criteria with decision-theoretic rough sets
-
D. Liu, T.R. Li, and D. Ruan Probabilistic model criteria with decision-theoretic rough sets Inf. Sci. 181 2011 3709 3722
-
(2011)
Inf. Sci.
, vol.181
, pp. 3709-3722
-
-
Liu, D.1
Li, T.R.2
Ruan, D.3
-
50
-
-
84905910719
-
Incremental learning researches on rough set theory: Status and future
-
D. Liu, and D.C. Liang Incremental learning researches on rough set theory: status and future Int. J. Rough Sets. Data Anal. 1 2014 99 112
-
(2014)
Int. J. Rough Sets. Data Anal.
, vol.1
, pp. 99-112
-
-
Liu, D.1
Liang, D.C.2
-
51
-
-
84888023478
-
Incorporating logistic regression to decision-theoretic rough sets for classifications
-
D. Liu, T.R. Li, and D.C. Liang Incorporating logistic regression to decision-theoretic rough sets for classifications Int. J. Approx. Reason. 55 2014 197 210
-
(2014)
Int. J. Approx. Reason.
, vol.55
, pp. 197-210
-
-
Liu, D.1
Li, T.R.2
Liang, D.C.3
-
52
-
-
84881312964
-
Incremental approaches for updating approximations in set-valued ordered information systems
-
C. Luo, T.R. Li, H.M. Chen, and D. Liu Incremental approaches for updating approximations in set-valued ordered information systems Knowl.-Based Syst. 50 2013 218 233
-
(2013)
Knowl.-Based Syst.
, vol.50
, pp. 218-233
-
-
Luo, C.1
Li, T.R.2
Chen, H.M.3
Liu, D.4
-
53
-
-
84888621954
-
Dynamic maintenance of approximations in set-valued ordered decision systems under the attribute generalization
-
C. Luo, T.R. Li, and J.B. Zhang Dynamic maintenance of approximations in set-valued ordered decision systems under the attribute generalization Inf. Sci. 257 2014 210 228
-
(2014)
Inf. Sci.
, vol.257
, pp. 210-228
-
-
Luo, C.1
Li, T.R.2
Zhang, J.B.3
-
55
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application on three medical domains
-
R.S. Michalski, I. Mozetic, J. Hong, and N. Lavrac The multi-purpose incremental learning system AQ15 and its testing application on three medical domains Proceedings of AAAI-86 1986 1041 1045
-
(1986)
Proceedings of AAAI-86
, pp. 1041-1045
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
56
-
-
33751117356
-
Dynamic information systems
-
E. Orlowska Dynamic information systems Fundam. Inform. 5 1982 101 118
-
(1982)
Fundam. Inform.
, vol.5
, pp. 101-118
-
-
Orlowska, E.1
-
57
-
-
2342547784
-
Pretopologies and dynamic spaces
-
P. Pagliani Pretopologies and dynamic spaces Fundam. Inform. 59 2004 221 239
-
(2004)
Fundam. Inform.
, vol.59
, pp. 221-239
-
-
Pagliani, P.1
-
60
-
-
0036027401
-
Rough sets, decision algorithm and Bayes' theorem
-
Z. Pawlak Rough sets, decision algorithm and Bayes' theorem Eur. J. Oper. Res. 136 2002 181 189
-
(2002)
Eur. J. Oper. Res.
, vol.136
, pp. 181-189
-
-
Pawlak, Z.1
-
61
-
-
33749680310
-
Rudiments of rough sets
-
Z. Pawlak, and A. Skowron Rudiments of rough sets Inf. Sci. 177 2007 3 27
-
(2007)
Inf. Sci.
, vol.177
, pp. 3-27
-
-
Pawlak, Z.1
Skowron, A.2
-
62
-
-
33749667344
-
Rough sets: Some extensions
-
Z. Pawlak, and A. Skowron Rough sets: some extensions Inf. Sci. 177 2007 28 40
-
(2007)
Inf. Sci.
, vol.177
, pp. 28-40
-
-
Pawlak, Z.1
Skowron, A.2
-
65
-
-
77951118185
-
Positive approximation: An accelerator for attribute reduction in rough set theory
-
Y.H. Qian, J.Y. Liang, P. Witold, and C.Y. Dang Positive approximation: an accelerator for attribute reduction in rough set theory Artif. Intell. 174 2010 597 618
-
(2010)
Artif. Intell.
, vol.174
, pp. 597-618
-
-
Qian, Y.H.1
Liang, J.Y.2
Witold, P.3
Dang, C.Y.4
-
66
-
-
0347226876
-
Rough logic for multi-agent systems
-
LNCS
-
C. Rauszer Rough logic for multi-agent systems Logic at Work 1992 LNCS vol. 808 1994 161 181
-
(1994)
Logic at Work 1992
, vol.808
, pp. 161-181
-
-
Rauszer, C.1
-
67
-
-
34547696888
-
Handling missing values when applying classification models
-
M. Saar-Tsechansky, and F. Provost Handling missing values when applying classification models J. Mach. Learn. Res. 8 2007 1623 1657
-
(2007)
J. Mach. Learn. Res.
, vol.8
, pp. 1623-1657
-
-
Saar-Tsechansky, M.1
Provost, F.2
-
68
-
-
0029307419
-
Data-based acquisition and incremental modification of classification rules
-
L. Shan, and W. Ziarko Data-based acquisition and incremental modification of classification rules Comput. Intell. 11 1995 357 370
-
(1995)
Comput. Intell.
, vol.11
, pp. 357-370
-
-
Shan, L.1
Ziarko, W.2
-
70
-
-
0035414869
-
Incomplete information tables and rough classification
-
J. Stefanowski, and A. Tsoukias Incomplete information tables and rough classification Comput. Intell. 17 2001 545 566
-
(2001)
Comput. Intell.
, vol.17
, pp. 545-566
-
-
Stefanowski, J.1
Tsoukias, A.2
-
72
-
-
80053315445
-
Extraction of experts' decision process from clinical databases using rough set model
-
S. Tsumoto Extraction of experts' decision process from clinical databases using rough set model Proceedings of PKDD 1997 1997 58 67
-
(1997)
Proceedings of PKDD 1997
, pp. 58-67
-
-
Tsumoto, S.1
-
77
-
-
80051469650
-
A dynamic attribute reduction algorithm based on 0-1 integer programming
-
Y.T. Xu, L.S. Wang, and R.Y. Zhang A dynamic attribute reduction algorithm based on 0-1 integer programming Knowl.-Based Syst. 24 2011 1341 1347
-
(2011)
Knowl.-Based Syst.
, vol.24
, pp. 1341-1347
-
-
Xu, Y.T.1
Wang, L.S.2
Zhang, R.Y.3
-
78
-
-
0001375356
-
Two views of the theory of rough sets in finite universes
-
Y.Y. Yao Two views of the theory of rough sets in finite universes Int. J. Approx. Reason. 15 1996 291 317
-
(1996)
Int. J. Approx. Reason.
, vol.15
, pp. 291-317
-
-
Yao, Y.Y.1
-
79
-
-
0032142371
-
Constructive and algebraic methods of the theory of rough sets
-
Y.Y. Yao Constructive and algebraic methods of the theory of rough sets Inf. Sci. 109 1998 21 47
-
(1998)
Inf. Sci.
, vol.109
, pp. 21-47
-
-
Yao, Y.Y.1
-
81
-
-
84862809634
-
Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems
-
J.B. Zhang, T.R. Li, D. Ruan, and D. Liu Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems Int. J. Approx. Reason. 53 2012 620 635
-
(2012)
Int. J. Approx. Reason.
, vol.53
, pp. 620-635
-
-
Zhang, J.B.1
Li, T.R.2
Ruan, D.3
Liu, D.4
-
82
-
-
84862807152
-
A parallel method for computing rough set approximations
-
J.B. Zhang, T.R. Li, D. Ruan, Z.Z. Gao, and C.B. Zhao A parallel method for computing rough set approximations Inf. Sci. 194 2012 209 223
-
(2012)
Inf. Sci.
, vol.194
, pp. 209-223
-
-
Zhang, J.B.1
Li, T.R.2
Ruan, D.3
Gao, Z.Z.4
Zhao, C.B.5
-
83
-
-
84888637647
-
Composite rough sets for dynamic data mining
-
J.B. Zhang, T.R. Li, and H.M. Chen Composite rough sets for dynamic data mining Inf. Sci. 257 2014 81 100
-
(2014)
Inf. Sci.
, vol.257
, pp. 81-100
-
-
Zhang, J.B.1
Li, T.R.2
Chen, H.M.3
-
84
-
-
84894475653
-
A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems
-
J.B. Zhang, J.S. Wong, T.R. Li, and Y. Pan A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems Int. J. Approx. Reason. 55 2014 896 907
-
(2014)
Int. J. Approx. Reason.
, vol.55
, pp. 896-907
-
-
Zhang, J.B.1
Wong, J.S.2
Li, T.R.3
Pan, Y.4
-
85
-
-
2342664664
-
RRIA: A rough set and rule tree based incremental knowledge acquisition algorithm
-
Z. Zheng, and G.Y. Wang RRIA: A rough set and rule tree based incremental knowledge acquisition algorithm Fundam. Inform. 59 2004 299 313
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(2004)
Fundam. Inform.
, vol.59
, pp. 299-313
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Zheng, Z.1
Wang, G.Y.2
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