-
2
-
-
0002774069
-
Feature set search algorithms
-
Sijthoff and Noordhoff, Alphen aan den Rijn, The Netherlands, C.H. Chen (Ed.)
-
Kittler J. Feature set search algorithms. Pattern recognition and signal processing 1978, 41-60. Sijthoff and Noordhoff, Alphen aan den Rijn, The Netherlands. C.H. Chen (Ed.).
-
(1978)
Pattern recognition and signal processing
, pp. 41-60
-
-
Kittler, J.1
-
4
-
-
77955655312
-
Dimension reduction and its application to model-based exploration in continuous spaces
-
Nouri A., Littman M.L. Dimension reduction and its application to model-based exploration in continuous spaces. Mach Learn 2010, 81:85-98.
-
(2010)
Mach Learn
, vol.81
, pp. 85-98
-
-
Nouri, A.1
Littman, M.L.2
-
5
-
-
33745561205
-
An introduction to variable and feature selection
-
Guyon I., Elisseeff A. An introduction to variable and feature selection. J Mach Learn Res 2003, 3:1157-1182.
-
(2003)
J Mach Learn Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
6
-
-
17044405923
-
Toward integrating feature selection algorithms for classification and clustering
-
Liu H., Yu L. Toward integrating feature selection algorithms for classification and clustering. IEEE Trans Knowledge Data Eng 2005, 17:491-502.
-
(2005)
IEEE Trans Knowledge Data Eng
, vol.17
, pp. 491-502
-
-
Liu, H.1
Yu, L.2
-
7
-
-
85013515810
-
Comparative study of techniques for large-scale feature selection
-
Elsevier Science B.V., Amsterdam, E.S. Gelsema, L.N. Kanal (Eds.)
-
Ferri F.J., Pudil P., Hatef M., Kittler J. Comparative study of techniques for large-scale feature selection. Pattern recognition in practice IV 1994, 403-413. Elsevier Science B.V., Amsterdam. E.S. Gelsema, L.N. Kanal (Eds.).
-
(1994)
Pattern recognition in practice IV
, pp. 403-413
-
-
Ferri, F.J.1
Pudil, P.2
Hatef, M.3
Kittler, J.4
-
9
-
-
0031078007
-
Feature selection: evaluation, application, and small sample performance
-
Jain A., Zongker D. Feature selection: evaluation, application, and small sample performance. IEEE Trans Pattern Anal Mach Intell 1997, 19:153-158.
-
(1997)
IEEE Trans Pattern Anal Mach Intell
, vol.19
, pp. 153-158
-
-
Jain, A.1
Zongker, D.2
-
10
-
-
0033640901
-
Comparison of algorithms that select features for pattern classifiers
-
Kudo M., Sklansky J. Comparison of algorithms that select features for pattern classifiers. Pattern Recogn 2000, 33:25-41.
-
(2000)
Pattern Recogn
, vol.33
, pp. 25-41
-
-
Kudo, M.1
Sklansky, J.2
-
11
-
-
68149163602
-
A novel multithreshold method for nodule detection in lung CT
-
Golosio B., Masala G.L., Piccioli A., Oliva P., Carpinelli M., Cataldo R., et al. A novel multithreshold method for nodule detection in lung CT. Med Phys 2009, 36:3607-3618.
-
(2009)
Med Phys
, vol.36
, pp. 3607-3618
-
-
Golosio, B.1
Masala, G.L.2
Piccioli, A.3
Oliva, P.4
Carpinelli, M.5
Cataldo, R.6
-
12
-
-
71549122895
-
Pleural nodule identification in low-dose and thin-slice lung computed tomography
-
Retico A., Fantacci M.E., Gori I., Kasae P., Golosio B., Piccioli A., et al. Pleural nodule identification in low-dose and thin-slice lung computed tomography. Comput Biol Med 2009, 39:1137-1144.
-
(2009)
Comput Biol Med
, vol.39
, pp. 1137-1144
-
-
Retico, A.1
Fantacci, M.E.2
Gori, I.3
Kasae, P.4
Golosio, B.5
Piccioli, A.6
-
13
-
-
0027701513
-
Genetic reinforcement learning for neurocontrol problems
-
Whitley D., Dominic S., Das R., Anderson C.W. Genetic reinforcement learning for neurocontrol problems. Mach Learn 1993, 13:259-284.
-
(1993)
Mach Learn
, vol.13
, pp. 259-284
-
-
Whitley, D.1
Dominic, S.2
Das, R.3
Anderson, C.W.4
-
14
-
-
0012329219
-
A comparison between cellular encoding and direct encoding for genetic neural networks
-
MIT Press, Cambridge, MA, J.R. Koza, D.E. Goldberg, D.B. Fogel, R.L. Riolo (Eds.)
-
Gruau F., Whitley D., Pyeatt L. A comparison between cellular encoding and direct encoding for genetic neural networks. Proceedings of the first annual conference on genetic programming 1996, 81-89. MIT Press, Cambridge, MA. J.R. Koza, D.E. Goldberg, D.B. Fogel, R.L. Riolo (Eds.).
-
(1996)
Proceedings of the first annual conference on genetic programming
, pp. 81-89
-
-
Gruau, F.1
Whitley, D.2
Pyeatt, L.3
-
16
-
-
10444270597
-
Forming neural networks through efficient and adaptive coevolution
-
Moriarty D.E., Miikkulainen R. Forming neural networks through efficient and adaptive coevolution. Evol Comput 1997, 5:373-399.
-
(1997)
Evol Comput
, vol.5
, pp. 373-399
-
-
Moriarty, D.E.1
Miikkulainen, R.2
-
17
-
-
0034153728
-
Cooperative coevolution: an architecture for evolving coadapted subcomponents
-
Potter M.A., Jong K.A.D. Cooperative coevolution: an architecture for evolving coadapted subcomponents. Evol Comput 2000, 8:1-29.
-
(2000)
Evol Comput
, vol.8
, pp. 1-29
-
-
Potter, M.A.1
Jong, K.A.D.2
-
18
-
-
55349116293
-
Neuroevolution: from architectures to learning
-
Floreano D., Dürr P., Mattiussi C. Neuroevolution: from architectures to learning. Evol Intell 2008, 1:47-62.
-
(2008)
Evol Intell
, vol.1
, pp. 47-62
-
-
Floreano, D.1
Dürr, P.2
Mattiussi, C.3
-
19
-
-
0003038016
-
Species adaptation genetic algorithms: a basis for a continuing SAGA
-
MIT Press/Bradford Books, Cambridge, MA, F.J. Varela, P. Bourgine (Eds.)
-
Harvey I. Species adaptation genetic algorithms: a basis for a continuing SAGA. Proceedings of the first European Conference on Artificial Life (ECAL) 1992, 346-354. MIT Press/Bradford Books, Cambridge, MA. F.J. Varela, P. Bourgine (Eds.).
-
(1992)
Proceedings of the first European Conference on Artificial Life (ECAL)
, pp. 346-354
-
-
Harvey, I.1
-
20
-
-
0003876479
-
-
Brighton, School of Cognitive and Computing Sciences, University of Sussex, UK
-
Cliff D., Harvey I., Husbands P. Incremental evolution of neural network architectures for adaptive behaviour. Tech. Rep. No. CSRP256 1992, Brighton, School of Cognitive and Computing Sciences, University of Sussex, UK.
-
(1992)
Incremental evolution of neural network architectures for adaptive behaviour. Tech. Rep. No. CSRP256
-
-
Cliff, D.1
Harvey, I.2
Husbands, P.3
-
21
-
-
33646007611
-
Analysing the evolvability of neural network agents through structural mutations
-
Springer-Verlag, Berlin, Heidelberg/Canterbury, UK, M. Capcarrere (Ed.)
-
Schlessinger E., Bentley P.J., Lotto R.B. Analysing the evolvability of neural network agents through structural mutations. European Conference on Artificial Life (ECAL) 2005, 312-321. Springer-Verlag, Berlin, Heidelberg/Canterbury, UK. M. Capcarrere (Ed.).
-
(2005)
European Conference on Artificial Life (ECAL)
, pp. 312-321
-
-
Schlessinger, E.1
Bentley, P.J.2
Lotto, R.B.3
-
23
-
-
77951647196
-
A new computationally efficient CAD system for pulmonary nodule detection in CT imagery
-
Messay T., Hardie R.C., Rogers S.K. A new computationally efficient CAD system for pulmonary nodule detection in CT imagery. Med Image Anal 2010, 14:390-406.
-
(2010)
Med Image Anal
, vol.14
, pp. 390-406
-
-
Messay, T.1
Hardie, R.C.2
Rogers, S.K.3
-
24
-
-
68849111865
-
A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification
-
Murphy K., van Ginneken B., Schilham A.M.R., de Hoop B.J., Gietema H.A., Prokop M. A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification. Med Image Anal 2009, 13:757-770.
-
(2009)
Med Image Anal
, vol.13
, pp. 757-770
-
-
Murphy, K.1
van Ginneken, B.2
Schilham, A.M.R.3
de Hoop, B.J.4
Gietema, H.A.5
Prokop, M.6
-
25
-
-
0035384869
-
Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique
-
Lee Y., Hara T., Fujita H., Itoh S., Ishigaki T. Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique. IEEE Trans Med Imag 2001, 20:595-604.
-
(2001)
IEEE Trans Med Imag
, vol.20
, pp. 595-604
-
-
Lee, Y.1
Hara, T.2
Fujita, H.3
Itoh, S.4
Ishigaki, T.5
-
26
-
-
0033190949
-
Computerized detection of pulmonary nodules on CT scans
-
Armato S.G., Giger M.L., Moran C.J., Blackburn J.T., Doi K., MacMahon H. Computerized detection of pulmonary nodules on CT scans. Radiographics 1999, 19:1303-1311.
-
(1999)
Radiographics
, vol.19
, pp. 1303-1311
-
-
Armato, S.G.1
Giger, M.L.2
Moran, C.J.3
Blackburn, J.T.4
Doi, K.5
MacMahon, H.6
-
27
-
-
80053608049
-
A novel computer-aided lung nodule detection system for CT images
-
Tan M., Deklerck R., Jansen B., Bister M., Cornelis J. A novel computer-aided lung nodule detection system for CT images. Med Phys 2011, 38:5630-5645.
-
(2011)
Med Phys
, vol.38
, pp. 5630-5645
-
-
Tan, M.1
Deklerck, R.2
Jansen, B.3
Bister, M.4
Cornelis, J.5
-
28
-
-
0036594106
-
Evolving neural networks through augmenting topologies
-
Stanley K.O., Miikkulainen R. Evolving neural networks through augmenting topologies. Evol Comput 2002, 10:99-127.
-
(2002)
Evol Comput
, vol.10
, pp. 99-127
-
-
Stanley, K.O.1
Miikkulainen, R.2
-
29
-
-
34548063270
-
Phased searching with NEAT: alternating between complexification and simplification
-
accessed on 20/8/2013
-
Green C. Phased searching with NEAT: alternating between complexification and simplification. Technical Report 2004, accessed on 20/8/2013. http://sharpneat.sourceforge.net/phasedsearch.html.
-
(2004)
Technical Report
-
-
Green, C.1
-
34
-
-
67650188046
-
A hypercube-based encoding for evolving large-scale neural networks
-
Stanley K.O., D'Ambrosio D.B., Gauci J. A hypercube-based encoding for evolving large-scale neural networks. Artif Life 2009, 15:185-212.
-
(2009)
Artif Life
, vol.15
, pp. 185-212
-
-
Stanley, K.O.1
D'Ambrosio, D.B.2
Gauci, J.3
-
35
-
-
79959710425
-
On the performance of indirect encoding across the continuum of regularity
-
Clune J., Stanley K.O., Pennock R.T., Ofria C. On the performance of indirect encoding across the continuum of regularity. IEEE Trans Evol Comput 2011, 15:346-367.
-
(2011)
IEEE Trans Evol Comput
, vol.15
, pp. 346-367
-
-
Clune, J.1
Stanley, K.O.2
Pennock, R.T.3
Ofria, C.4
-
36
-
-
77955992290
-
Autonomous evolution of topographic regularities in artificial neural networks
-
Gauci J., Stanley K.O. Autonomous evolution of topographic regularities in artificial neural networks. Neural Comput 2010, 22:1860-1898.
-
(2010)
Neural Comput
, vol.22
, pp. 1860-1898
-
-
Gauci, J.1
Stanley, K.O.2
-
37
-
-
0012657799
-
Prototype and feature selection by sampling and random mutation hill-climbing algorithms
-
Skalak D.B. Prototype and feature selection by sampling and random mutation hill-climbing algorithms. Eleventh International Conference on Machine Learning 1994, 293-301.
-
(1994)
Eleventh International Conference on Machine Learning
, pp. 293-301
-
-
Skalak, D.B.1
-
39
-
-
84865033087
-
Automated feature selection in neuroevolution
-
Tan M., Hartley M., Bister M., Deklerck R. Automated feature selection in neuroevolution. Evol Intell 2009, 4:271-292.
-
(2009)
Evol Intell
, vol.4
, pp. 271-292
-
-
Tan, M.1
Hartley, M.2
Bister, M.3
Deklerck, R.4
-
41
-
-
32444438066
-
Automatic feature selection in neuroevolution
-
Whiteson S., Stone P., Stanley K.O., Mikkulainen R., Kohl N. Automatic feature selection in neuroevolution. Proceedings of Genetic and Evolutionary Computation Conference (GECCO) 2005, 1225-1232.
-
(2005)
Proceedings of Genetic and Evolutionary Computation Conference (GECCO)
, pp. 1225-1232
-
-
Whiteson, S.1
Stone, P.2
Stanley, K.O.3
Mikkulainen, R.4
Kohl, N.5
-
45
-
-
0033362601
-
Evolving artificial neural networks
-
Yao X. Evolving artificial neural networks. Proceedings of the IEEE 1999, 1423-1447.
-
(1999)
Proceedings of the IEEE
, pp. 1423-1447
-
-
Yao, X.1
-
46
-
-
84887609972
-
-
(accessed 15.01.13)
-
Green C. SharpNEAT 2.2.0 2012, http://sourceforge.net/projects/sharpneat/ (accessed 15.01.13).
-
(2012)
SharpNEAT 2.2.0
-
-
Green, C.1
-
47
-
-
0001903624
-
Genetic algorithms with sharing for multimodal function optimization
-
Morgan Kaufmann, San Francisco, CA, J.J. Grefenstette (Ed.)
-
Goldberg D.E., Richardson J. Genetic algorithms with sharing for multimodal function optimization. Proceedings of the International Conference on Genetic Algorithms 1987, 148-154. Morgan Kaufmann, San Francisco, CA. J.J. Grefenstette (Ed.).
-
(1987)
Proceedings of the International Conference on Genetic Algorithms
, pp. 148-154
-
-
Goldberg, D.E.1
Richardson, J.2
-
48
-
-
2442614473
-
-
Utrecht University Hospital, The Netherlands
-
Salden A.H., Romeny B.M.T., Viergever M.A., Florack L., Koenderink J.J. Differential geometric description of 3D scalar images. Technical report, 3D computer vision 1992, Utrecht University Hospital, The Netherlands.
-
(1992)
Differential geometric description of 3D scalar images. Technical report, 3D computer vision
-
-
Salden, A.H.1
Romeny, B.M.T.2
Viergever, M.A.3
Florack, L.4
Koenderink, J.J.5
-
50
-
-
4143056820
-
Lung image database consortium: developing a resource for the medical imaging research community
-
Armato S.G., McLennan G., McNitt-Gray M.F., Meyer C.R., Yankelevitz D., Aberle D.R., et al. Lung image database consortium: developing a resource for the medical imaging research community. Radiology 2004, 232:739-748.
-
(2004)
Radiology
, vol.232
, pp. 739-748
-
-
Armato, S.G.1
McLennan, G.2
McNitt-Gray, M.F.3
Meyer, C.R.4
Yankelevitz, D.5
Aberle, D.R.6
-
51
-
-
79551672468
-
The lung image database consortium (LIDC) and image database resource initiative (IDRI): a completed reference database of lung nodules on CT scans
-
Armato S.G., McLennan G., Bidaut L., McNitt-Gray M.F., Meyer C.R., Reeves A.P., et al. The lung image database consortium (LIDC) and image database resource initiative (IDRI): a completed reference database of lung nodules on CT scans. Med Phys 2011, 38:915-931.
-
(2011)
Med Phys
, vol.38
, pp. 915-931
-
-
Armato, S.G.1
McLennan, G.2
Bidaut, L.3
McNitt-Gray, M.F.4
Meyer, C.R.5
Reeves, A.P.6
-
52
-
-
36148941022
-
The lung image database consortium (LIDC): ensuring the integrity of expert-defined truth
-
Armato S.G., Roberts R.Y., McNitt-Gray M.F., Meyer C.R., Reeves A.P., McLennan G., et al. The lung image database consortium (LIDC): ensuring the integrity of expert-defined truth. Acad Radiol 2007, 14:1455-1463.
-
(2007)
Acad Radiol
, vol.14
, pp. 1455-1463
-
-
Armato, S.G.1
Roberts, R.Y.2
McNitt-Gray, M.F.3
Meyer, C.R.4
Reeves, A.P.5
McLennan, G.6
-
54
-
-
35148871318
-
Performance analysis for computer aided lung nodule detection on LIDC data. Medical imaging 2007: image perception, observer performance, and technology assessment
-
SPIE (Digital Library), San Diego, CA, USA
-
Opfer R., Wiemker R. Performance analysis for computer aided lung nodule detection on LIDC data. Medical imaging 2007: image perception, observer performance, and technology assessment. Proceedings of the SPIE 2007, vol. 6515:65151C. SPIE (Digital Library), San Diego, CA, USA.
-
(2007)
Proceedings of the SPIE
, vol.6515
-
-
Opfer, R.1
Wiemker, R.2
-
55
-
-
35248860296
-
The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists. Medical imaging 2007: image perception, observer performance, and technology assessment
-
SPIE (Digital Library), San Diego, CA, USA
-
Sahiner B., Hadjilski L.M., Chan H.P., Shi J.Z., Way T., Cascade P.N., et al. The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists. Medical imaging 2007: image perception, observer performance, and technology assessment. Proceedings of the SPIE 2007, vol. 6514:65140L. SPIE (Digital Library), San Diego, CA, USA.
-
(2007)
Proceedings of the SPIE
, vol.6514
-
-
Sahiner, B.1
Hadjilski, L.M.2
Chan, H.P.3
Shi, J.Z.4
Way, T.5
Cascade, P.N.6
-
56
-
-
84878889029
-
Fast lung nodule detection in chest CT images using cylindrical nodule-enhancement filter
-
Teramoto A., Fujita H. Fast lung nodule detection in chest CT images using cylindrical nodule-enhancement filter. Int J Comput Assist Radiol Surg 2013, 8(2):193-205.
-
(2013)
Int J Comput Assist Radiol Surg
, vol.8
, Issue.2
, pp. 193-205
-
-
Teramoto, A.1
Fujita, H.2
-
57
-
-
67650862815
-
Shape-based computer-aided detection of lung nodules in thoracic CT images
-
Ye X.J., Lin X.Y., Dehmeshki J., Slabaugh G., Beddoe G. Shape-based computer-aided detection of lung nodules in thoracic CT images. IEEE Trans Biomed Eng 2009, 56:1810-1820.
-
(2009)
IEEE Trans Biomed Eng
, vol.56
, pp. 1810-1820
-
-
Ye, X.J.1
Lin, X.Y.2
Dehmeshki, J.3
Slabaugh, G.4
Beddoe, G.5
-
58
-
-
0038710369
-
Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography
-
Suzuki K., Armato S.G., Li F., Sone S., Doi K. Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography. Med Phys 2003, 30:1602-1617.
-
(2003)
Med Phys
, vol.30
, pp. 1602-1617
-
-
Suzuki, K.1
Armato, S.G.2
Li, F.3
Sone, S.4
Doi, K.5
-
59
-
-
34047233943
-
Automated detection of small-size pulmonary nodules based on helical CT images
-
Springer-Verlag, Berlin, Heidelberg
-
Zhang X., McLennan G., Hoffman E.A., Sonka M. Automated detection of small-size pulmonary nodules based on helical CT images. Proceedings of the 19th international conference on Information Processing in Medical Imaging (IPMI) 2005, 664-676. Springer-Verlag, Berlin, Heidelberg.
-
(2005)
Proceedings of the 19th international conference on Information Processing in Medical Imaging (IPMI)
, pp. 664-676
-
-
Zhang, X.1
McLennan, G.2
Hoffman, E.A.3
Sonka, M.4
-
62
-
-
10844283301
-
-
Laboratory of Information and Computer Science, Helsinki University of Technology, (accessed 23.7.12)
-
Vesanto J., Himberg J., Alhoniemi E., Parhankangas J. Self-organizing map in Matlab: the SOM toolbox 2013, Laboratory of Information and Computer Science, Helsinki University of Technology, http://wwwcishutfi/projects/somtoolbox/about (accessed 23.7.12).
-
(2013)
Self-organizing map in Matlab: the SOM toolbox
-
-
Vesanto, J.1
Himberg, J.2
Alhoniemi, E.3
Parhankangas, J.4
-
63
-
-
33745558637
-
Computer-aided detection in screening CT for pulmonary nodules
-
Yuan R., Vos P.M., Cooperberg P.L. Computer-aided detection in screening CT for pulmonary nodules. Am J Roentgenol 2006, 186:1280-1287.
-
(2006)
Am J Roentgenol
, vol.186
, pp. 1280-1287
-
-
Yuan, R.1
Vos, P.M.2
Cooperberg, P.L.3
-
65
-
-
4944228528
-
-
National Taiwan University, Taipei 106, Taiwan
-
Hsu C.-W., Chang C.-C., Lin C.-J. A practical guide to support vector classification. Technical report 2009, National Taiwan University, Taipei 106, Taiwan.
-
(2009)
A practical guide to support vector classification. Technical report
-
-
Hsu, C.-W.1
Chang, C.-C.2
Lin, C.-J.3
-
66
-
-
0000169232
-
An algorithm for least-squares estimation of nonlinear parameters
-
Marquardt D. An algorithm for least-squares estimation of nonlinear parameters. SIAM J Appl Math 1963, 11:431-441.
-
(1963)
SIAM J Appl Math
, vol.11
, pp. 431-441
-
-
Marquardt, D.1
-
67
-
-
0028543366
-
Training feed-forward networks with the Marquardt algorithm
-
Hagan M.T., Menhaj M. Training feed-forward networks with the Marquardt algorithm. IEEE Trans Neural Netw 1999, 5:989-993.
-
(1999)
IEEE Trans Neural Netw
, vol.5
, pp. 989-993
-
-
Hagan, M.T.1
Menhaj, M.2
-
68
-
-
0003593041
-
-
PWS Publishing, Boston, MA
-
Hagan M.T., Demuth H.B., Beale M.H. Neural network design 1996, PWS Publishing, Boston, MA.
-
(1996)
Neural network design
-
-
Hagan, M.T.1
Demuth, H.B.2
Beale, M.H.3
-
69
-
-
0000873069
-
A method for the solution of certain non-linear problems in least squares
-
Levenberg K. A method for the solution of certain non-linear problems in least squares. Quart Appl Math 1944, 2:164-168.
-
(1944)
Quart Appl Math
, vol.2
, pp. 164-168
-
-
Levenberg, K.1
-
70
-
-
0035196269
-
Oriented principal component analysis for large margin classifiers
-
Bermejo S., Cabestany J. Oriented principal component analysis for large margin classifiers. Neural Netw 2001, 14:1447-1461.
-
(2001)
Neural Netw
, vol.14
, pp. 1447-1461
-
-
Bermejo, S.1
Cabestany, J.2
|