-
2
-
-
84893405732
-
"Data clustering: A review"
-
A. Jain, M. Murty, and P. Flynn, "Data clustering: A review," ACM Comput. Surveys, vol. 31, no. 3, pp. 264-323, 1999.
-
(1999)
ACM Comput. Surveys
, vol.31
, Issue.3
, pp. 264-323
-
-
Jain, A.1
Murty, M.2
Flynn, P.3
-
3
-
-
0014060964
-
"ISODATA: An iterative method of multivariate analysis and pattern classification"
-
G. Ball and D. Hall, "ISODATA: An iterative method of multivariate analysis and pattern classification," Behav. Sci., vol. 12, pp. 153-155, 1967.
-
(1967)
Behav. Sci.
, vol.12
, pp. 153-155
-
-
Ball, G.1
Hall, D.2
-
4
-
-
0001457509
-
"Some methods for classification and analysis of multivariate observations"
-
in L. L. Cam and J. Neyman, Eds., Jan. University of California
-
J. MacQueen, "Some methods for classification and analysis of multivariate observations," in Proc. 5th Berkeley Symp. Mathematical Statistics and Probability, L. L. Cam and J. Neyman, Eds., Jan. 1967, vol. I, pp. 281-297, University of California.
-
(1967)
Proc. 5th Berkeley Symp. Mathematical Statistics and Probability
, vol.1
, pp. 281-297
-
-
MacQueen, J.1
-
5
-
-
0014534297
-
"A new approach to clustering"
-
E. H. Ruspini, "A new approach to clustering," Inform. Control, vol. 15, no. 1, pp. 22-32, 1969.
-
(1969)
Inform. Control
, vol.15
, Issue.1
, pp. 22-32
-
-
Ruspini, E.H.1
-
6
-
-
0015644825
-
A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters"
-
J. C. Dunn, A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters," J. Cybern., vol. 3, pp. 32-57, 1974.
-
(1974)
J. Cybern.
, vol.3
, pp. 32-57
-
-
Dunn, J.C.1
-
8
-
-
26844576077
-
"Crisp interpretations of fuzzy and possibilistic clustering algorithms"
-
in Aachen, Germany, Aug
-
O. Nasraoui and R. Krishnapuram, "Crisp interpretations of fuzzy and possibilistic clustering algorithms," in Proc. 3rd Eur. Congr. Intelligent Techniques and Soft Computing, Aachen, Germany, Aug. 1995, vol. 3, pp. 1312-1318.
-
(1995)
Proc. 3rd Eur. Congr. Intelligent Techniques and Soft Computing
, vol.3
, pp. 1312-1318
-
-
Nasraoui, O.1
Krishnapuram, R.2
-
9
-
-
0033280561
-
"A survey of fuzzy clustering algorithms for pattern recognition: I"
-
Dec
-
A. Baraldi and P. Blonda, "A survey of fuzzy clustering algorithms for pattern recognition: I," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 6, pp. 778-785, Dec. 1999.
-
(1999)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.29
, Issue.6
, pp. 778-785
-
-
Baraldi, A.1
Blonda, P.2
-
10
-
-
33747620593
-
"A robust clustering algorithm based on m-estimator"
-
in Atlanta, GA, May
-
H. Frigui and R. Krishnapuram, "A robust clustering algorithm based on m-estimator," in Proc. 1st Int. Conf. Neural, Parallel and Scientific Computations, Atlanta, GA, May 1995, vol. 1, pp. 163-166.
-
(1995)
Proc. 1st Int. Conf. Neural, Parallel and Scientific Computations
, vol.1
, pp. 163-166
-
-
Frigui, H.1
Krishnapuram, R.2
-
11
-
-
0030703348
-
"A mixed c-Means clustering model"
-
in Barcelona, Spain
-
N. R. Pal, K. Pal, and J. C. Bezdek, "A mixed c-Means clustering model," in FUZZIEEE97: Proc. Int. Conf. Fuzzy Systems, Barcelona, Spain, 1997, pp. 11-21.
-
(1997)
FUZZIEEE97: Proc. Int. Conf. Fuzzy Systems
, pp. 11-21
-
-
Pal, N.R.1
Pal, K.2
Bezdek, J.C.3
-
12
-
-
0031139176
-
"Robust clustering methods: A unified view"
-
May
-
R. N. Davé and R. Krishnapuram, "Robust clustering methods: A unified view," IEEE Trans. Fuzzy Syst., vol. 5, no. 2, pp. 270-293, May 1997.
-
(1997)
IEEE Trans. Fuzzy Syst.
, vol.5
, Issue.2
, pp. 270-293
-
-
Davé, R.N.1
Krishnapuram, R.2
-
13
-
-
0032650370
-
"A robust competitive clustering algorithm with applications in computer vision"
-
May
-
H. Frigui and R. Krishnapuram, "A robust competitive clustering algorithm with applications in computer vision," IEEE Trans. Pattern Anal. Machine Intell., vol. 21, no. 5, pp. 450-465, May 1999.
-
(1999)
IEEE Trans. Pattern Anal. Machine Intell.
, vol.21
, Issue.5
, pp. 450-465
-
-
Frigui, H.1
Krishnapuram, R.2
-
14
-
-
0037410622
-
"Possibilistic and probabilistic fuzzy clustering: Unification within the framework of the non-extensive thermostatistics"
-
Jun
-
M. Ménard, V. Courboulay, and P.-A. Dardignac, "Possibilistic and probabilistic fuzzy clustering: Unification within the framework of the non-extensive thermostatistics," Pattern Recogn., vol. 36, no. 6, pp. 1325-1342, Jun. 2003.
-
(2003)
Pattern Recogn.
, vol.36
, Issue.6
, pp. 1325-1342
-
-
Ménard, M.1
Courboulay, V.2
Dardignac, P.-A.3
-
15
-
-
0000285990
-
"Fuzzy C-means as a regularization and maximum entropy approach"
-
in Prague
-
S. Miyamoto and M. Mukaidono, "Fuzzy C-means as a regularization and maximum entropy approach," in Proc. 7th IFSA World Congr., Prague, 1997, pp. 86-91.
-
(1997)
Proc. 7th IFSA World Congr.
, pp. 86-91
-
-
Miyamoto, S.1
Mukaidono, M.2
-
16
-
-
0032595185
-
"Alternating cluster estimation: A new tool for clustering and function approximation"
-
Aug
-
T. A. Runkler and J. C. Bezdek, "Alternating cluster estimation: A new tool for clustering and function approximation," IEEE Trans. Fuzzy Syst., vol. 7, no. 4, pp. 377-393, Aug. 1999.
-
(1999)
IEEE Trans. Fuzzy Syst.
, vol.7
, Issue.4
, pp. 377-393
-
-
Runkler, T.A.1
Bezdek, J.C.2
-
18
-
-
0025585402
-
"A deterministic annealing approach to clustering"
-
K. Rose, E. Gurewitz, and G. Fox, "A deterministic annealing approach to clustering," Pattern Recogn. Lett., vol. 11, pp. 589-594, 1990.
-
(1990)
Pattern Recogn. Lett.
, vol.11
, pp. 589-594
-
-
Rose, K.1
Gurewitz, E.2
Fox, G.3
-
19
-
-
0000389568
-
"Statistical mechanics and phase transitions in clustering"
-
K. Rose, E. Gurewitz, and G. Fox, "Statistical mechanics and phase transitions in clustering," Phys. Rev. Lett., vol. 65, pp. 945-948, 1990.
-
(1990)
Phys. Rev. Lett.
, vol.65
, pp. 945-948
-
-
Rose, K.1
Gurewitz, E.2
Fox, G.3
-
20
-
-
0027595430
-
"A possibilistic approach to clustering"
-
May
-
R. Krishnapuram and J. M. Keller, "A possibilistic approach to clustering," IEEE Trans. Fuzzy Syst., vol. 1, no. 2, pp. 98-110, May 1993.
-
(1993)
IEEE Trans. Fuzzy Syst.
, vol.1
, Issue.2
, pp. 98-110
-
-
Krishnapuram, R.1
Keller, J.M.2
-
21
-
-
0030212286
-
"Comments on 'a possibilistic approach to clustering'"
-
Jun
-
M. Barni, V. Cappellini, and A. Mecocci, "Comments on 'a possibilistic approach to clustering'," IEEE Trans. Fuzzy Syst., vol. 4, no. 3, pp. 393-396, Jun. 1996.
-
(1996)
IEEE Trans. Fuzzy Syst.
, vol.4
, Issue.3
, pp. 393-396
-
-
Barni, M.1
Cappellini, V.2
Mecocci, A.3
-
22
-
-
0030214781
-
"The possibilistic C-Means algorithm: Insights and recommendations"
-
Aug
-
R. Krishnapuram and J. M. Keller, "The possibilistic C-Means algorithm: Insights and recommendations," IEEE Trans. Fuzzy Syst., vol. 4, no. 3, pp. 385-393, Aug. 1996.
-
(1996)
IEEE Trans. Fuzzy Syst.
, vol.4
, Issue.3
, pp. 385-393
-
-
Krishnapuram, R.1
Keller, J.M.2
-
23
-
-
0032218789
-
"An overview and new methods in fuzzy clustering"
-
in Adelaide, Australia, Apr
-
S. Miyamoto, "An overview and new methods in fuzzy clustering," in Proc. IEEE Conf. Knowledge-Based Intelligent Electronic Systems, Adelaide, Australia, Apr. 1998, vol. 1, pp. 33-40.
-
(1998)
Proc. IEEE Conf. Knowledge-Based Intelligent Electronic Systems
, vol.1
, pp. 33-40
-
-
Miyamoto, S.1
-
24
-
-
27644546132
-
A brief overview of robust clustering techniques
-
[On-line]. Available:
-
O. Nasraoui, A brief overview of robust clustering techniques [On-line]. Available: http://www.louisville.edu/~o0nasr01/Websites/tutorials.html
-
-
-
Nasraoui, O.1
-
25
-
-
62749195316
-
"Interval valued probabilities"
-
Documentation of the imprecise probabilities project [Online] Available:
-
H. E. Kyburg, "Interval valued probabilities," Documentation of the imprecise probabilities project [Online]. Available: http://ippserv.ugent.be/1998
-
(1998)
-
-
Kyburg, H.E.1
-
26
-
-
0002033140
-
"Interval and ellipsoidal uncertainty models"
-
in Berlin, Germany: Physica-Verlag
-
A. Bargiela, "Interval and ellipsoidal uncertainty models," in Granular Computing: An Emerging Paradigm. Berlin, Germany: Physica-Verlag, 2001, pp. 23-57.
-
(2001)
Granular Computing: An Emerging Paradigm
, pp. 23-57
-
-
Bargiela, A.1
-
27
-
-
0016458950
-
"The concept of a linguistic variable and its application to approximate reasoning-1"
-
L. Zadeh, "The concept of a linguistic variable and its application to approximate reasoning-1," Inform. Sci., vol. 8, pp. 199-249, 1975.
-
(1975)
Inform. Sci.
, vol.8
, pp. 199-249
-
-
Zadeh, L.1
-
28
-
-
0036530350
-
"Type-2 fuzzy sets made simple"
-
Apr
-
J. M. Mendel and R. I. John, "Type-2 fuzzy sets made simple," IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 117-127, Apr. 2002.
-
(2002)
IEEE Trans. Fuzzy Syst.
, vol.10
, Issue.2
, pp. 117-127
-
-
Mendel, J.M.1
John, R.I.2
-
29
-
-
0006239864
-
"The case for an interval-based representation of linguistic truth"
-
D. Schwartz, "The case for an interval-based representation of linguistic truth," Fuzzy Sets Syst., vol. 17, pp. 153-165, 1985.
-
(1985)
Fuzzy Sets Syst.
, vol.17
, pp. 153-165
-
-
Schwartz, D.1
-
30
-
-
0034462303
-
"IAVQ - Interval-arithmetic vector quantization for image compression"
-
Dec
-
S. Ridella, S. Rovetta, and R. Zunino, "IAVQ - Interval-arithmetic vector quantization for image compression," IEEE Trans. Circuits Syst. II, vol. 47, no. 12, pp. 1378-1390, Dec. 2000.
-
(2000)
IEEE Trans. Circuits Syst. II
, vol.47
, Issue.12
, pp. 1378-1390
-
-
Ridella, S.1
Rovetta, S.2
Zunino, R.3
-
31
-
-
0026850464
-
"Fitting an unknown number of lines and planes to image data through compatible cluster merging"
-
R. Krishnapuram and C.-P. Freg, "Fitting an unknown number of lines and planes to image data through compatible cluster merging.," Pattern Recogn., vol. 25, no. 4, pp. 385-400, 1992.
-
(1992)
Pattern Recogn.
, vol.25
, Issue.4
, pp. 385-400
-
-
Krishnapuram, R.1
Freg, C.-P.2
-
32
-
-
0032333871
-
"Plastic algorithm for adaptive vector quantization"
-
S. Ridella, S. Rovetta, and R. Zunino, "Plastic algorithm for adaptive vector quantization," Neural Comput. Appl., vol. 7, no. 1, pp. 37-51, 1998.
-
(1998)
Neural Comput. Appl.
, vol.7
, Issue.1
, pp. 37-51
-
-
Ridella, S.1
Rovetta, S.2
Zunino, R.3
-
33
-
-
0029246295
-
"Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation - Part II"
-
Feb
-
R. Krishnapuram, H. Frigui, and O. Nasraoui, "Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation - Part II," IEEE Trans. Fuzzy Syst., vol. 3, no. 1, pp. 44-60, Feb. 1995.
-
(1995)
IEEE Trans. Fuzzy Syst.
, vol.3
, Issue.1
, pp. 44-60
-
-
Krishnapuram, R.1
Frigui, H.2
Nasraoui, O.3
-
34
-
-
0029360028
-
"On cluster validity for the Fuzzy c-means model"
-
Jun
-
N. R. Pal and J. C. Bezdek, "On cluster validity for the Fuzzy c-means model," IEEE Trans. Fuzzy Syst., vol. 3, no. 3, pp. 370-379, Jun. 1995.
-
(1995)
IEEE Trans. Fuzzy Syst.
, vol.3
, Issue.3
, pp. 370-379
-
-
Pal, N.R.1
Bezdek, J.C.2
-
35
-
-
85008065097
-
"Corrections to 'On cluster validity for the Fuzzy c-Means model'"
-
Feb
-
N. R. Pal and J. C. Bezdek, "Corrections to 'On cluster validity for the Fuzzy c-Means model'," IEEE Trans. Fuzzy Syst., vol. 5, no. 1, pp. 152-153, Feb. 1997.
-
(1997)
IEEE Trans. Fuzzy Syst.
, vol.5
, Issue.1
, pp. 152-153
-
-
Pal, N.R.1
Bezdek, J.C.2
-
36
-
-
0035676057
-
"On clustering validation techniques"
-
M. Halkidi, Y. Batistakis, and M. Vazirgiannis, "On clustering validation techniques," J. Intell. Inform. Syst., vol. 17, no. 2/3, pp. 107-145, 2001.
-
(2001)
J. Intell. Inform. Syst.
, vol.17
, Issue.2-3
, pp. 107-145
-
-
Halkidi, M.1
Batistakis, Y.2
Vazirgiannis, M.3
-
37
-
-
0029716925
-
"An improved possibilistic C means algorithm with finite rejection and robust scale estimation"
-
in Berkeley, CA
-
O. Nasraoui and R. Krishnapuram, "An improved possibilistic C means algorithm with finite rejection and robust scale estimation," in Proc. North American Fuzzy Information Processing Soc. Conf., Berkeley, CA, 1996, pp. 395-399.
-
(1996)
Proc. North American Fuzzy Information Processing Soc. Conf.
, pp. 395-399
-
-
Nasraoui, O.1
Krishnapuram, R.2
-
39
-
-
0027632248
-
"'Neural gas' network for vector quantization and its application to time-series prediction"
-
Jul
-
T. Martinetz, S. Berkovich, and K. Schulten, "'Neural gas' network for vector quantization and its application to time-series prediction," IEEE Trans. Neural Netw., vol. 4, no. 4, pp. 558-569, Jul. 1993.
-
(1993)
IEEE Trans. Neural Netw.
, vol.4
, Issue.4
, pp. 558-569
-
-
Martinetz, T.1
Berkovich, S.2
Schulten, K.3
-
40
-
-
0000764772
-
"The use of multiple measurements in taxonimic problems"
-
R. A. Fisher, "The use of multiple measurements in taxonimic problems," Annu. Eugen., vol. 7, pt. II, pp. 179-188, 1936.
-
(1936)
Annu. Eugen.
, vol.7
, Issue.PART II
, pp. 179-188
-
-
Fisher, R.A.1
-
41
-
-
0003408496
-
UCI repository of machine learning databases 1998
-
[Online] Available:
-
C. Blake and C. Merz, UCI repository of machine learning databases 1998 [Online]. Available: http://www.ics.uci.edu~mlearn/MLRepository.html
-
-
-
Blake, C.1
Merz, C.2
-
44
-
-
0000586827
-
"Characterization and detection of noise in clustering"
-
Nov
-
R. N. Davé, "Characterization and detection of noise in clustering," Pattern Recogn. Lett., vol. 12, no. 11, pp. 657-664, Nov. 1991.
-
(1991)
Pattern Recogn. Lett.
, vol.12
, Issue.11
, pp. 657-664
-
-
Davé, R.N.1
-
45
-
-
14644423912
-
"An extension to possibilistic fuzzy cluster analysis"
-
Feb
-
F. Angiulli and C. Pizzuti, "An extension to possibilistic fuzzy cluster analysis," IEEE Trans. Knowledge Data Eng., vol. 17, no. 2, pp. 203-215, Feb. 2005.
-
(2005)
IEEE Trans. Knowledge Data Eng.
, vol.17
, Issue.2
, pp. 203-215
-
-
Angiulli, F.1
Pizzuti, C.2
-
46
-
-
0030392126
-
"A robust estimator based on density and scale optimizations and its application to clustering"
-
in New Orleans, LA
-
O. Nasraoui and R. Krishnapuram, "A robust estimator based on density and scale optimizations and its application to clustering," in FUZZIEEE96: Proc. Int. Conf. Fuzzy Systems, New Orleans, LA, 1996, pp. 1031-1035.
-
(1996)
FUZZIEEE96: Proc. Int. Conf. Fuzzy Systems
, pp. 1031-1035
-
-
Nasraoui, O.1
Krishnapuram, R.2
-
47
-
-
0034133513
-
"Algorithms for mining distance-based outliers in large datasets"
-
E. Knorr and R. Ng, "Algorithms for mining distance-based outliers in large datasets," VLDB J., vol. 8, no. 2/3, pp. 237-253, 2000.
-
(2000)
VLDB J.
, vol.8
, Issue.2-3
, pp. 237-253
-
-
Knorr, E.1
Ng, R.2
-
48
-
-
0039845384
-
"Efficient algorithms for mining outliers from large data sets"
-
S. Ramaswamy, R. Rastogi, and K. Shim, "Efficient algorithms for mining outliers from large data sets," in Proc. ACM Int. Conf. Management of Data (SIGMOD00), 2000, pp. 427-438.
-
(2000)
Proc. ACM Int. Conf. Management of Data (SIGMOD00)
, pp. 427-438
-
-
Ramaswamy, S.1
Rastogi, R.2
Shim, K.3
-
49
-
-
0033569406
-
"Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring"
-
Oct
-
T. Golub, D. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. Mesirov, H. Coller, M. Loh, J. Downing, M. Caligiuri, C. Bloomfield, and E. Lander, "Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring," Science, vol. 286, no. 5439, pp. 531-537, Oct. 1999.
-
(1999)
Science
, vol.286
, Issue.5439
, pp. 531-537
-
-
Golub, T.1
Slonim, D.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Mesirov, J.6
Coller, H.7
Loh, M.8
Downing, J.9
Caligiuri, M.10
Bloomfield, C.11
Lander, E.12
-
50
-
-
0032932780
-
"A fuzzy clustering based segmentation system as support to diagnosis in medical imaging"
-
F. Masulli and A. Schenone, "A fuzzy clustering based segmentation system as support to diagnosis in medical imaging," Art. Intell. Med., vol. 16, no. 2, pp. 129-147, 1999.
-
(1999)
Art. Intell. Med.
, vol.16
, Issue.2
, pp. 129-147
-
-
Masulli, F.1
Schenone, A.2
-
51
-
-
23944488556
-
"Graded possibilistic approach to variable selection in linear fuzzy clustering"
-
in Reno, NV, Jun
-
K. Honda, H. Ichihashi, F. Masulli, and S. Rovetta, "Graded possibilistic approach to variable selection in linear fuzzy clustering," in Proc. 15th IEEE Int. Conf. Fuzzy Systems, Reno, NV, Jun. 2005, pp. 985-990.
-
(2005)
Proc. 15th IEEE Int. Conf. Fuzzy Systems
, pp. 985-990
-
-
Honda, K.1
Ichihashi, H.2
Masulli, F.3
Rovetta, S.4
|