-
1
-
-
46649096011
-
Human-automated judge learning: A methodology for examining human interaction with information analysis automation
-
Jul
-
E. J. Bass and A. R. Pritchett, "Human-automated judge learning: A methodology for examining human interaction with information analysis automation," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 4, pp. 759-776, Jul. 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.38
, Issue.4
, pp. 759-776
-
-
Bass, E.J.1
Pritchett, A.R.2
-
2
-
-
35048837648
-
Adaptive computer vision: Online learning for object recognition
-
Tübingen, Germany
-
H. Bekel, I. Bax, G. Heidemann, and H. Ritter, "Adaptive computer vision: Online learning for object recognition," in Proc. 26th DAGM Symp. Pattern Recog., Tübingen, Germany, 2004, pp. 447-454.
-
(2004)
Proc. 26th DAGM Symp. Pattern Recog
, pp. 447-454
-
-
Bekel, H.1
Bax, I.2
Heidemann, G.3
Ritter, H.4
-
3
-
-
0036880612
-
Modeling visual interactive systems through dynamic visual languages
-
Nov
-
P. Bottoni, S. K. Chang, M. F. Costabile, S. Levialdi, and P. Mussion, "Modeling visual interactive systems through dynamic visual languages," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 32, no. 6, pp. 654-669, Nov. 2002.
-
(2002)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.32
, Issue.6
, pp. 654-669
-
-
Bottoni, P.1
Chang, S.K.2
Costabile, M.F.3
Levialdi, S.4
Mussion, P.5
-
4
-
-
33845497491
-
Simultaneous feature selection and feature weighting using hybrid tabu search/k-nearest neighbor classifier
-
Mar
-
A. Bouridane, M. A. Tahir, and F. Kurugollu, "Simultaneous feature selection and feature weighting using hybrid tabu search/k-nearest neighbor classifier," Pattern Recognit. Lett., vol. 28, no. 4, pp. 438-446, Mar. 2007.
-
(2007)
Pattern Recognit. Lett
, vol.28
, Issue.4
, pp. 438-446
-
-
Bouridane, A.1
Tahir, M.A.2
Kurugollu, F.3
-
5
-
-
0003802343
-
-
Boca Raton, FL: Chapman & Hall
-
L. Breiman, J. Friedman, C. J. Stone, and R. A. Olshen, Classification and Regression Trees. Boca Raton, FL: Chapman & Hall, 1993.
-
(1993)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Stone, C.J.3
Olshen, R.A.4
-
6
-
-
34247598829
-
Adaptive surface inspection via interactive evolution
-
Jul
-
P. Caleb-Solly and J. E. Smith, "Adaptive surface inspection via interactive evolution," Image Vis. Comput., vol. 25, no. 7, pp. 1058-1072, Jul. 2007.
-
(2007)
Image Vis. Comput
, vol.25
, Issue.7
, pp. 1058-1072
-
-
Caleb-Solly, P.1
Smith, J.E.2
-
7
-
-
0033659709
-
Classification of surface defects on hot rolled steel using adaptive learning methods
-
Brighton, U.K
-
P. Caleb-Solly and M. Steuer, "Classification of surface defects on hot rolled steel using adaptive learning methods," in Proc. IEEE 4th Int. Conf. Knowl.-Based Intell. Eng. Syst. Allied Technol., Brighton, U.K., 2000, vol. 1, pp. 103-108.
-
(2000)
Proc. IEEE 4th Int. Conf. Knowl.-Based Intell. Eng. Syst. Allied Technol
, vol.1
, pp. 103-108
-
-
Caleb-Solly, P.1
Steuer, M.2
-
8
-
-
0002954208
-
Adaptive resonance theory (art)
-
M. A. Arbib, Ed. Cambridge, MA: MIT Press
-
G. A. Carpenter and S. Grossberg, "Adaptive resonance theory (art)," in The Handbook of Brain Theory and Neural Networks, M. A. Arbib, Ed. Cambridge, MA: MIT Press, 1995, pp. 79-82.
-
(1995)
The Handbook of Brain Theory and Neural Networks
, pp. 79-82
-
-
Carpenter, G.A.1
Grossberg, S.2
-
10
-
-
0029247604
-
Combining multiple neural networks by fuzzy integral for robust classification
-
Feb
-
S. Cho and J. Kim, "Combining multiple neural networks by fuzzy integral for robust classification," IEEE Trans. Syst., Man, Cybern. vol. 25, no. 2, pp. 380-384, Feb. 1995.
-
(1995)
IEEE Trans. Syst., Man, Cybern
, vol.25
, Issue.2
, pp. 380-384
-
-
Cho, S.1
Kim, J.2
-
11
-
-
0003851976
-
-
R. Cipolla and A. Pentland, Eds, Cambridge, U.K, Cambridge Univ. Press
-
R. Cipolla and A. Pentland, Eds., Computer Vision for Human-Machine Interaction. Cambridge, U.K.: Cambridge Univ. Press, 1998.
-
(1998)
Computer Vision for Human-Machine Interaction
-
-
-
12
-
-
36249006814
-
Visual interactive systems for end-user development: A model-based design methodology
-
Nov
-
M. F. Costabile, D. Fogli, P. Mussion, and A. Piccinno, "Visual interactive systems for end-user development: A model-based design methodology," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 37, no. 6, pp. 1029-1046, Nov. 2007.
-
(2007)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.37
, Issue.6
, pp. 1029-1046
-
-
Costabile, M.F.1
Fogli, D.2
Mussion, P.3
Piccinno, A.4
-
13
-
-
0003922190
-
-
2nd ed. Chichester, U.K, Wiley-Interscience
-
R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. Chichester, U.K.: Wiley-Interscience, 2000.
-
(2000)
Pattern Classification
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
15
-
-
85170282443
-
A density-based algorithm for discovering clusters in large spatial databases with noise
-
Portland, OR
-
M. Ester, H. P. Kriegel, J. Sander, and X. Xu, "A density-based algorithm for discovering clusters in large spatial databases with noise," in Proc. 2nd Int. Conf. KDD, Portland, OR, 1996, pp. 226-231.
-
(1996)
Proc. 2nd Int. Conf. KDD
, pp. 226-231
-
-
Ester, M.1
Kriegel, H.P.2
Sander, J.3
Xu, X.4
-
16
-
-
0031211090
-
A decision-theoretic generalization of online learning and an application to boosting
-
Y. Freund and R. E. Schapire, "A decision-theoretic generalization of online learning and an application to boosting," J. Comput. Syst. Sci., vol. 55, no. 1, pp. 119-139, 1997.
-
(1997)
J. Comput. Syst. Sci
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
17
-
-
84958554285
-
An evaluation of grading classifiers
-
Cascais, Portugal
-
J. Fürnkranz and A. K. Seewald, "An evaluation of grading classifiers," in Proc. 4th Int. Conf. Adv. Intell. Data Anal., Cascais, Portugal, 2001, pp. 115-124.
-
(2001)
Proc. 4th Int. Conf. Adv. Intell. Data Anal
, pp. 115-124
-
-
Fürnkranz, J.1
Seewald, A.K.2
-
18
-
-
34047221706
-
On-line machine vision system for detect split defects in sheet-metal forming processes
-
Los Alamitos, CA
-
F. Gayubo, J. L. Gonzalez, E. De La Fuente, F. Miguel, and J. R. Peran, "On-line machine vision system for detect split defects in sheet-metal forming processes," in Proc. 18th Int. Conf. Pattern Recog., Los Alamitos, CA, 2006, pp. 723-726.
-
(2006)
Proc. 18th Int. Conf. Pattern Recog
, pp. 723-726
-
-
Gayubo, F.1
Gonzalez, J.L.2
De La Fuente, E.3
Miguel, F.4
Peran, J.R.5
-
19
-
-
0021412027
-
Vector quantization
-
Apr
-
R. M. Gray, "Vector quantization," IEEE ASSP Mag., vol. 1, no. 2, pp. 4-29, Apr. 1984.
-
(1984)
IEEE ASSP Mag
, vol.1
, Issue.2
, pp. 4-29
-
-
Gray, R.M.1
-
21
-
-
34548206204
-
Multimodal human-computer interaction: A survey
-
Oct
-
A. Jaimes and N. Sebe, "Multimodal human-computer interaction: A survey," Comput. Vis. Image Underst., vol. 108, no. 1/2, pp. 116-134, Oct. 2007.
-
(2007)
Comput. Vis. Image Underst
, vol.108
, Issue.1-2
, pp. 116-134
-
-
Jaimes, A.1
Sebe, N.2
-
24
-
-
0032021555
-
On combining classifiers
-
Mar
-
J. Kittler, M. Hatef, R. Duin, and J. Matas, "On combining classifiers," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 3, pp. 226-239, Mar. 1998.
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.3
Matas, J.4
-
26
-
-
0034830461
-
Decision templates for multiple classifier fusion: An experimental comparison
-
L. I. Kuncheva, J. C. Bezdek, and R. P. W. Duin, "Decision templates for multiple classifier fusion: An experimental comparison," Pattern Recognit., vol. 34, no. 2, pp. 299-314, 2001.
-
(2001)
Pattern Recognit
, vol.34
, Issue.2
, pp. 299-314
-
-
Kuncheva, L.I.1
Bezdek, J.C.2
Duin, R.P.W.3
-
27
-
-
0038133019
-
Limits on the majority vote accuracy in classifier fusion
-
Apr
-
L. I. Kuncheva, C. J. Whitaker, C. A. Shipp, and R. P. W. Duin, "Limits on the majority vote accuracy in classifier fusion," Pattern Anal. Appl., vol. 6, no. 1, pp. 22-31, Apr. 2003.
-
(2003)
Pattern Anal. Appl
, vol.6
, Issue.1
, pp. 22-31
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
Shipp, C.A.3
Duin, R.P.W.4
-
29
-
-
35448950018
-
Extensions of vector quantization for incremental clustering
-
Mar
-
E. Lughofer, "Extensions of vector quantization for incremental clustering," Pattern Recognit., vol. 41, no. 3, pp. 995-1011, Mar. 2008.
-
(2008)
Pattern Recognit
, vol.41
, Issue.3
, pp. 995-1011
-
-
Lughofer, E.1
-
30
-
-
55249122198
-
FLEXFIS: A robust incremental learning approach for evolving TS fuzzy models
-
Dec
-
E. Lughofer, "FLEXFIS: A robust incremental learning approach for evolving TS fuzzy models," IEEE Trans. Fuzzy Syst., vol. 16, no. 6, pp. 1393-1410, Dec. 2008.
-
(2008)
IEEE Trans. Fuzzy Syst
, vol.16
, Issue.6
, pp. 1393-1410
-
-
Lughofer, E.1
-
31
-
-
50249149884
-
Evolving single- and multi-model fuzzy classifiers with FLEXFIS-Class
-
London, U.K
-
E. Lughofer, P. Angelov, and X. Zhou, "Evolving single- and multi-model fuzzy classifiers with FLEXFIS-Class," in Proc. FUZZ-IEEE, London, U.K., 2007, pp. 363-368.
-
(2007)
Proc. FUZZ-IEEE
, pp. 363-368
-
-
Lughofer, E.1
Angelov, P.2
Zhou, X.3
-
32
-
-
0036880603
-
Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: Generation and evaluation
-
Nov
-
S. Mitra, K. M. Konwar, and S. K. Pal, "Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: Generation and evaluation," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 32, no. 4, pp. 328-339, Nov. 2002.
-
(2002)
IEEE Trans. Syst., Man, Cybern. C, Appl. Rev
, vol.32
, Issue.4
, pp. 328-339
-
-
Mitra, S.1
Konwar, K.M.2
Pal, S.K.3
-
33
-
-
34047166331
-
Post-pruning in decision tree induction using multiple performance measures
-
Nov
-
K. Muata and O. Bryson, "Post-pruning in decision tree induction using multiple performance measures," Comput. Oper. Res., vol. 34, no. 11, pp. 3331-3345, Nov. 2007.
-
(2007)
Comput. Oper. Res
, vol.34
, Issue.11
, pp. 3331-3345
-
-
Muata, K.1
Bryson, O.2
-
35
-
-
33646195114
-
Algorithm thatmimics human perceptual grouping of dot patterns
-
Berlin, Germany: Springer-Verlag
-
G. Papari and N. Petkov, "Algorithm thatmimics human perceptual grouping of dot patterns," in Brain, Vision, and Artificial Intelligence. Berlin, Germany: Springer-Verlag, 2005, pp. 497-506.
-
(2005)
Brain, Vision, and Artificial Intelligence
, pp. 497-506
-
-
Papari, G.1
Petkov, N.2
-
36
-
-
0034301495
-
Recursive PCA for adaptive process monitoring
-
S. J. Qin, W. Li, and H. H. Yue, "Recursive PCA for adaptive process monitoring," J. Process Control, vol. 10, no. 5, pp. 471-486, 2000.
-
(2000)
J. Process Control
, vol.10
, Issue.5
, pp. 471-486
-
-
Qin, S.J.1
Li, W.2
Yue, H.H.3
-
38
-
-
77956613036
-
Impact of object extraction methods on classification performance in surface inspection systems
-
to be published, DOI: 10.1007/ s00138-009-0205-z
-
S. Raiser, E. Lughofer, C. Eitzinger, and J. E. Smith, "Impact of object extraction methods on classification performance in surface inspection systems," Mach. Vis. Appl., 2009. DOI: 10.1007/ s00138-009-0205-z, to be published.
-
Mach. Vis. Appl
, vol.2009
-
-
Raiser, S.1
Lughofer, E.2
Eitzinger, C.3
Smith, J.E.4
-
40
-
-
0027961797
-
Combining the results of several neural network classifiers
-
G. Rogova, "Combining the results of several neural network classifiers," Neural Netw., vol. 7, no. 5, pp. 777-781, 1994.
-
(1994)
Neural Netw
, vol.7
, Issue.5
, pp. 777-781
-
-
Rogova, G.1
-
41
-
-
44649131923
-
Classifier fusion using discounted Dempster-Shafer combination
-
Leipzig, Germany
-
D. Sannen, H. Van Brussel, and M. Nuttin, "Classifier fusion using discounted Dempster-Shafer combination," in Proc. Int. Conf. MLDM Leipzig, Germany, 2007, pp. 216-230.
-
(2007)
Proc. Int. Conf. MLDM
, pp. 216-230
-
-
Sannen, D.1
Van Brussel, H.2
Nuttin, M.3
-
42
-
-
69649104005
-
An interactive self-adaptive on-line image classification framework
-
A. Gasteratos, M. Vincze, and J. K. Tsotsos, Eds, Berlin, Germany
-
D. Sannen, M. Nuttin, J. E. Smith, M. A. Tahir, E. Lughofer, and C. Eitzinger, "An interactive self-adaptive on-line image classification framework," in Proc. ICVS, vol. 5008, Lecture Notes in Computer Science, A. Gasteratos, M. Vincze, and J. K. Tsotsos, Eds., Berlin, Germany, 2008 pp. 173-180.
-
(2008)
Proc. ICVS, vol. 5008, Lecture Notes in Computer Science
, pp. 173-180
-
-
Sannen, D.1
Nuttin, M.2
Smith, J.E.3
Tahir, M.A.4
Lughofer, E.5
Eitzinger, C.6
-
43
-
-
51449104277
-
A systematic fuzzy decision-making process to choose the best model among a set of competing models
-
Sep
-
G. H. Shakouri and M. B. Menhaj, "A systematic fuzzy decision-making process to choose the best model among a set of competing models," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 5, pp. 1118-1128, Sep. 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.38
, Issue.5
, pp. 1118-1128
-
-
Shakouri, G.H.1
Menhaj, M.B.2
-
44
-
-
13844281522
-
Incremental training of support vector machines
-
Jan
-
A. Shilton, M. Palaniswami, D. Ralph-D, and A. C. Tsoi, "Incremental training of support vector machines," IEEE Trans. Neural Netw., vol. 16, no. 1, pp. 114-131, Jan. 2005.
-
(2005)
IEEE Trans. Neural Netw
, vol.16
, Issue.1
, pp. 114-131
-
-
Shilton, A.1
Palaniswami, M.2
Ralph-D, D.3
Tsoi, A.C.4
-
45
-
-
38449092569
-
Stop wasting time: On predicting the success or failure of learning for industrial applications
-
Proc. 8th Int. Conf. IDEAL, Berlin, Germany
-
J. E. Smith andM. A. Tahir, "Stop wasting time: On predicting the success or failure of learning for industrial applications," in Proc. 8th Int. Conf. IDEAL, vol. 4881, Lecture Notes in Computer Science, Berlin, Germany, 2007, pp. 673-683.
-
(2007)
Lecture Notes in Computer Science
, vol.4881
, pp. 673-683
-
-
Smith andM, J.E.1
Tahir, A.2
-
46
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions
-
M. Stone, "Cross-validatory choice and assessment of statistical predictions," J. R. Stat. Soc., vol. 36, no. 1, pp. 111-147, 1974.
-
(1974)
J. R. Stat. Soc
, vol.36
, Issue.1
, pp. 111-147
-
-
Stone, M.1
-
47
-
-
33947586977
-
Automating scenario analysis of human and system reliability
-
Mar
-
A. G. Sutcliffe and A. Gregoriades, "Automating scenario analysis of human and system reliability," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 37, no. 2, pp. 249-261, Mar. 2007.
-
(2007)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.37
, Issue.2
, pp. 249-261
-
-
Sutcliffe, A.G.1
Gregoriades, A.2
-
48
-
-
69649084187
-
Improving nearest neighbor classifier using tabu search and ensemble distance metrics
-
Hong Kong
-
M. A. Tahir and J. Smith, "Improving nearest neighbor classifier using tabu search and ensemble distance metrics," in Proc. IEEE ICDM, Hong Kong, 2006, pp. 1086-1090.
-
(2006)
Proc. IEEE ICDM
, pp. 1086-1090
-
-
Tahir, M.A.1
Smith, J.2
-
49
-
-
44649101370
-
-
M. A. Tahir, J. E. Smith, and P. Caleb-Solly, A novel feature selection based semi-supervised method for image classification, in Proc. ICVS, 5008, Lecture Notes in Computer Science, A. Gasteratos, M. Vincze, and J. K. Tsotsos, Eds., Berlin, Germany, 2008, pp. 484-493.
-
M. A. Tahir, J. E. Smith, and P. Caleb-Solly, "A novel feature selection based semi-supervised method for image classification," in Proc. ICVS, vol. 5008, Lecture Notes in Computer Science, A. Gasteratos, M. Vincze, and J. K. Tsotsos, Eds., Berlin, Germany, 2008, pp. 484-493.
-
-
-
-
50
-
-
0021892282
-
Fuzzy identification of systems and its applications to modeling and control
-
Feb
-
T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. SMC-15, no. 1, pp. 116-132, Feb. 1985.
-
(1985)
IEEE Trans. Syst., Man, Cybern
, vol.SMC-15
, Issue.1
, pp. 116-132
-
-
Takagi, T.1
Sugeno, M.2
-
51
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
Mar
-
S. Tong and D. Keller, "Support vector machine active learning with applications to text classification," J. Mach. Learn. Res., vol. 2, no. 1, pp. 45-66, Mar. 2002.
-
(2002)
J. Mach. Learn. Res
, vol.2
, Issue.1
, pp. 45-66
-
-
Tong, S.1
Keller, D.2
-
52
-
-
84865801454
-
Ensembles of learning machines
-
Neural Nets WIRN Vietri-02, M. Marinaro and R. Tagliaferri, Eds. Heidelberg, Germany: Springer-Verlag
-
G. Valentini and F. Masulli, "Ensembles of learning machines," in Neural Nets WIRN Vietri-02, M. Marinaro and R. Tagliaferri, Eds. Heidelberg, Germany: Springer-Verlag, 2002, ser. Series Lecture Notes in Computer Sciences.
-
(2002)
ser. Series Lecture Notes in Computer Sciences
-
-
Valentini, G.1
Masulli, F.2
-
53
-
-
0000459353
-
The lack of a priori distinctions between learning algorithms
-
Oct
-
D. H. Wolpert, "The lack of a priori distinctions between learning algorithms," Neural Comput., vol. 8, no. 7, pp. 1341-1390, Oct. 1996.
-
(1996)
Neural Comput
, vol.8
, Issue.7
, pp. 1341-1390
-
-
Wolpert, D.H.1
-
54
-
-
0031121318
-
Combination of multiple classifiers using local accuracy estimates
-
Apr
-
K. Woods, W. P. Kegelmeyer, and K. Bowyer, "Combination of multiple classifiers using local accuracy estimates," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 4, pp. 405-410, Apr. 1997.
-
(1997)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.19
, Issue.4
, pp. 405-410
-
-
Woods, K.1
Kegelmeyer, W.P.2
Bowyer, K.3
-
55
-
-
37549018049
-
Top 10 algorithms in data mining
-
Dec
-
X. Wu, V. Kumar, J. R. Quinlan, J. Gosh, Q. Yang, H. Motoda, G. J. MacLachlan, A. Ng, B. Liu, P. S. Yu, Z.-H. Zhou, M. Steinbach, D. J. Hand, and D. Steinberg, "Top 10 algorithms in data mining," Knowl. Inf. Syst., vol. 14, no. 1, pp. 1-37, Dec. 2007.
-
(2007)
Knowl. Inf. Syst
, vol.14
, Issue.1
, pp. 1-37
-
-
Wu, X.1
Kumar, V.2
Quinlan, J.R.3
Gosh, J.4
Yang, Q.5
Motoda, H.6
MacLachlan, G.J.7
Ng, A.8
Liu, B.9
Yu, P.S.10
Zhou, Z.-H.11
Steinbach, M.12
Hand, D.J.13
Steinberg, D.14
|