-
1
-
-
24144471787
-
Using decision tree-based data mining to establish a sizing system for the manufacture of garments
-
Chih-Hung H, Mao-Jiun JW (2005) Using decision tree-based data mining to establish a sizing system for the manufacture of garments. Int J Adv Manuf Technol 26(5): 669-674.
-
(2005)
Int J Adv Manuf Technol
, vol.26
, Issue.5
, pp. 669-674
-
-
Chih-Hung, H.1
Mao-Jiun, J.W.2
-
3
-
-
34547275841
-
Future trends in data mining
-
Kriegel H-P, Borgwardt KM, Kröger P, Pryakhin A, Schubert M, Zimek A (2007) Future trends in data mining. Data Min Knowl Discov 15(1): 87-97.
-
(2007)
Data Min Knowl Discov
, vol.15
, Issue.1
, pp. 87-97
-
-
Kriegel, H.-P.1
Borgwardt, K.M.2
Kröger, P.3
Pryakhin, A.4
Schubert, M.5
Zimek, A.6
-
4
-
-
3242795035
-
Introduction: lesson learned from data mining applications and collaborative problem solving
-
Lavrac N (2004) Introduction: lesson learned from data mining applications and collaborative problem solving. Mach Learn 57: 13-34.
-
(2004)
Mach Learn
, vol.57
, pp. 13-34
-
-
Lavrac, N.1
-
5
-
-
34249286255
-
Data mining in design of products and production systems
-
Kusiak A, Smith M (2007) Data mining in design of products and production systems. Ann Rev Control 31: 147-156.
-
(2007)
Ann Rev Control
, vol.31
, pp. 147-156
-
-
Kusiak, A.1
Smith, M.2
-
7
-
-
0031274825
-
Data mining with decision trees and decision rules
-
Apte C, Weiss S (1997) Data mining with decision trees and decision rules. Futur Gener Comput Syst 13: 197-210.
-
(1997)
Futur Gener Comput Syst
, vol.13
, pp. 197-210
-
-
Apte, C.1
Weiss, S.2
-
8
-
-
33748072800
-
Predicting materials properties and behavior using classification and regression trees
-
Li Y (2006) Predicting materials properties and behavior using classification and regression trees. Mater Sci Eng A 433: 261-268.
-
(2006)
Mater Sci Eng A
, vol.433
, pp. 261-268
-
-
Li, Y.1
-
9
-
-
84866469130
-
-
Classification and Regression Trees (C& RT) available at
-
Classification and Regression Trees (C& RT) available at http://www. statsoft. com/textbook/stcart. html.
-
-
-
-
10
-
-
84879628881
-
-
Northwestern University, Evanston, IL
-
Wilkinson L (1992) Tree structured data analysis: AID, CHAID and CART, Department of Statistics, Northwestern University, Evanston, IL 60201.
-
(1992)
Tree Structured Data Analysis: AID, CHAID and CART, Department of Statistics
, pp. 60201
-
-
Wilkinson, L.1
-
12
-
-
18744416618
-
Mortgage default: classification trees analysis
-
Feldman D, Gross S (2005) Mortgage default: classification trees analysis. J Real Estate Fin Econ 30(4): 369-396.
-
(2005)
J Real Estate Fin Econ
, vol.30
, Issue.4
, pp. 369-396
-
-
Feldman, D.1
Gross, S.2
-
13
-
-
14844295441
-
The user of CART and multivariate regression trees for supervised and unsupervised feature selection
-
Questier F, Put R, Coomans D, Walczak B, Vander Heydan Y (2005) The user of CART and multivariate regression trees for supervised and unsupervised feature selection. Chemom Intell Lab Syst 76: 45-54.
-
(2005)
Chemom Intell Lab Syst
, vol.76
, pp. 45-54
-
-
Questier, F.1
Put, R.2
Coomans, D.3
Walczak, B.4
Vander Heydan, Y.5
-
14
-
-
20444502238
-
Prediction of enantioselectivity using chirality codes and classification and regression trees
-
Caetanoa S, Aires-de-Sousab J, Daszykowskia M, Vander Heydena Y (2005) Prediction of enantioselectivity using chirality codes and classification and regression trees. Anal Chim Acta 544: 315-326.
-
(2005)
Anal Chim Acta
, vol.544
, pp. 315-326
-
-
Caetanoa, S.1
Aires-De-Sousab, J.2
Daszykowskia, M.3
Vander Heydena, Y.4
-
15
-
-
84858439652
-
-
MS, Thesis, Center of Applied Statistics and Economics, Humboldt University, Berlin
-
Andryashin A (2005) Financial applications of classification and regression trees, MS, Thesis, Center of Applied Statistics and Economics, Humboldt University, Berlin.
-
(2005)
Financial Applications of Classification and Regression Trees
-
-
Andryashin, A.1
-
16
-
-
33746878883
-
Measuring performance in precision agriculture: CART-a decision tree approach
-
Waheed T, Bonnell RB, Prasher SO, Paulet E (2006) Measuring performance in precision agriculture: CART-a decision tree approach. Agric Water Manage 84: 173-185.
-
(2006)
Agric Water Manage
, vol.84
, pp. 173-185
-
-
Waheed, T.1
Bonnell, R.B.2
Prasher, S.O.3
Paulet, E.4
-
17
-
-
0033116229
-
Problem definition, data cleaning, and evaluation: a classifier learning case study
-
Provost F, Danyluk A (1999) Problem definition, data cleaning, and evaluation: a classifier learning case study. Informatica 23: 123-136.
-
(1999)
Informatica
, vol.23
, pp. 123-136
-
-
Provost, F.1
Danyluk, A.2
-
18
-
-
0003802343
-
-
Wadsworth, Inc., Monterey, CA
-
Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Wadsworth, Inc., Monterey, CA.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
19
-
-
24144471787
-
Using decision tree-based data mining to establish a sizing system for the manufacture of garments
-
Hsu C-H, Wang M-JJ (2005) Using decision tree-based data mining to establish a sizing system for the manufacture of garments. Int J Adv Manuf Technol 26: 669-674.
-
(2005)
Int J Adv Manuf Technol
, vol.26
, pp. 669-674
-
-
Hsu, C.-H.1
Wang, M.-J.J.2
-
20
-
-
0028369320
-
Overcoming process delays with decision tree induction
-
Evans B, Fisher D (1994) Overcoming process delays with decision tree induction. IEEE Expert 9: 60-66.
-
(1994)
IEEE Expert
, vol.9
, pp. 60-66
-
-
Evans, B.1
Fisher, D.2
-
21
-
-
33748049822
-
An effective application of decision tree to stock trading
-
Wu M-C, Lin S-Y, Lin C-H (2006) An effective application of decision tree to stock trading. Expert Syst Appl 31: 270-274.
-
(2006)
Expert Syst Appl
, vol.31
, pp. 270-274
-
-
Wu, M.-C.1
Lin, S.-Y.2
Lin, C.-H.3
-
22
-
-
17844375127
-
VIBEX: an expert system for vibration fault diagnosis of rotating machinery using decision tree and decision table
-
Yang B-S, Lin DS, Tan ACC (2005) VIBEX: an expert system for vibration fault diagnosis of rotating machinery using decision tree and decision table. Expert Syst Appl 28: 735-742.
-
(2005)
Expert Syst Appl
, vol.28
, pp. 735-742
-
-
Yang, B.-S.1
Lin, D.S.2
Tan, A.C.C.3
-
23
-
-
0033207958
-
Strategic induction of decision trees
-
McSherry D (1999) Strategic induction of decision trees. Knowl Based Syst 12: 269-275.
-
(1999)
Knowl Based Syst
, vol.12
, pp. 269-275
-
-
McSherry, D.1
-
24
-
-
0041622106
-
Integrating climate forecasts and natural gas supply information Into a natural gas purchasing decision
-
Changnon D, Ritsche M, Elyea K, Shelton S, Schramm K (2000) Integrating climate forecasts and natural gas supply information Into a natural gas purchasing decision. Meterol Appl 7: 211-216.
-
(2000)
Meterol Appl
, vol.7
, pp. 211-216
-
-
Changnon, D.1
Ritsche, M.2
Elyea, K.3
Shelton, S.4
Schramm, K.5
-
25
-
-
24144482637
-
Intelligent approach for effective management of governmental funds for small and medium enterprises
-
Moon TH, Sohn SY (2005) Intelligent approach for effective management of governmental funds for small and medium enterprises. Expert Syst Appl 29(566): 572.
-
(2005)
Expert Syst Appl
, vol.29
, Issue.566
, pp. 572
-
-
Moon, T.H.1
Sohn, S.Y.2
-
26
-
-
34248545084
-
Course planning of extension education to meet market demand by using data mining techniques-an example of Chinkuo technology university in Taiwan
-
Hsia T-C, Shie A-J, Chen L-C (2008) Course planning of extension education to meet market demand by using data mining techniques-an example of Chinkuo technology university in Taiwan. Expert Syst Appl 34: 596-602.
-
(2008)
Expert Syst Appl
, vol.34
, pp. 596-602
-
-
Hsia, T.-C.1
Shie, A.-J.2
Chen, L.-C.3
-
27
-
-
77952877057
-
-
MS, Thesis, Department of Manufacturing and Systems Engineering, Ohio University, Athens, OH
-
Rangwala MH (2006) Empirical investigation of decision tree extraction from neural networks, MS, Thesis, Department of Manufacturing and Systems Engineering, Ohio University, Athens, OH.
-
(2006)
Empirical Investigation of Decision Tree Extraction From Neural Networks
-
-
Rangwala, M.H.1
-
28
-
-
0042194518
-
Problems of computer-aided concept formation
-
In: Quinlan JR, Addison Wesley, Wokingham, UK
-
Michie D (1989) Problems of computer-aided concept formation. In: Quinlan JR (ed) Applications of expert systems volume 2. Addison Wesley, Wokingham, UK, pp 310-333.
-
(1989)
Applications of Expert Systems
, vol.2
, pp. 310-333
-
-
Michie, D.1
-
29
-
-
0032146239
-
Artificial neural networks (the multilayer Perceptron)-a review of applications in the atmospheric sciences
-
Gardner MW, Dorling SR (1998) Artificial neural networks (the multilayer Perceptron)-a review of applications in the atmospheric sciences. Atmos Environ 32: 2627-2636.
-
(1998)
Atmos Environ
, vol.32
, pp. 2627-2636
-
-
Gardner, M.W.1
Dorling, S.R.2
-
30
-
-
0032054901
-
Neural networks as models of psychopathology
-
Aakerlund L, Hemmingsen R (1998) Neural networks as models of psychopathology. Biol Psychiatr 43(7): 471-482.
-
(1998)
Biol Psychiatr
, vol.43
, Issue.7
, pp. 471-482
-
-
Aakerlund, L.1
Hemmingsen, R.2
-
31
-
-
0034223272
-
Application of artificial neural networks in image recognition and classification of crop and weeds
-
Yang CC, Prasher SO, Landry JA, Ramaswamy HS, Tommasi D (2000) Application of artificial neural networks in image recognition and classification of crop and weeds. Can Agric 13 Eng 42: 147-152.
-
(2000)
Can Agric 13 Eng
, vol.42
, pp. 147-152
-
-
Yang, C.C.1
Prasher, S.O.2
Landry, J.A.3
Ramaswamy, H.S.4
Tommasi, D.5
-
33
-
-
70949106937
-
Industrial and real world applications of artificial neural networks, illusion or reality? Informatics in control
-
(eds)
-
Madani K, Braz J et al (eds) Industrial and real world applications of artificial neural networks, illusion or reality? Informatics in control. Autom Robot I: 11-26.
-
Autom Robot
, vol.1
, pp. 11-26
-
-
Madani, K.1
Braz, J.2
-
34
-
-
0032848026
-
Neural network input representations that produce accurate consensus sequences from DNA fragment assemblies
-
Allex CF, Shavlik JW, Blattner FR (1999) Neural network input representations that produce accurate consensus sequences from DNA fragment assemblies. Bioinformatics 15(9): 723-728.
-
(1999)
Bioinformatics
, vol.15
, Issue.9
, pp. 723-728
-
-
Allex, C.F.1
Shavlik, J.W.2
Blattner, F.R.3
-
35
-
-
84866444641
-
-
An Introduction to Neural Networks, Prof Leslie Smith, Centre for Cognitive and Computational Neuroscience available at
-
An Introduction to Neural Networks, Prof Leslie Smith, Centre for Cognitive and Computational Neuroscience available at http://www. cs. stir. ac. uk/~lss/NNIntro/InvSlides. html.
-
-
-
-
36
-
-
84866444642
-
Pedagogical method for extraction of symbolic knowledge from neural networks
-
In: Polkowski L, Skowron A, Springer, London, UK
-
Krawiec K, Slowinski R, Szczesniak I (1998) Pedagogical method for extraction of symbolic knowledge from neural networks. In: Polkowski L, Skowron A (eds) Proceedings of the first international conference on rough sets and current trends in computing (RSCTC '98). Springer, London, UK.
-
(1998)
Proceedings of the First International Conference On Rough Sets and Current Trends In Computing (RSCTC '98)
-
-
Krawiec, K.1
Slowinski, R.2
Szczesniak, I.3
-
37
-
-
85010952880
-
Pattern recognition in industry
-
ISBN 0-08-044538-1
-
Bhagat PM (2005) Pattern recognition in industry. Elsevier. ISBN 0-08-044538-1.
-
(2005)
Elsevier
-
-
Bhagat, P.M.1
-
38
-
-
0003577338
-
-
PhD Thesis, Computer Science Department, University of Wisconsin, Madison, WI
-
Craven MW (1996) Extracting comprehensible models from trained neural networks, PhD Thesis, Computer Science Department, University of Wisconsin, Madison, WI.
-
(1996)
Extracting Comprehensible Models From Trained Neural Networks
-
-
Craven, M.W.1
-
39
-
-
84866469131
-
Decision tree instability and active learning
-
University of Alberta, Edmonton AB, Canada
-
Dwyer K, Holte R Decision tree instability and active learning. Department of Computing Science, University of Alberta, Edmonton AB, Canada.
-
Department of Computing Science
-
-
Dwyer, K.1
Holte, R.2
-
40
-
-
84866466742
-
-
Neural Networks by Christos Stergiou and Dimitrios Siganos at
-
Neural Networks by Christos Stergiou and Dimitrios Siganos at http://www. doc. ic. ac. uk/~nd/surprise_96/journal/vol4/cs11/report. html.
-
-
-
-
41
-
-
84866469129
-
-
Artificial Neural Networks available at
-
Artificial Neural Networks available at www. makhfi. com/tutorial/introduction. htm.
-
-
-
-
42
-
-
0004145862
-
-
Sinauer Associates, Sunderland, MA. ISBN 0878934391
-
Nicholls JG, Martin AR, Wallace BG, Fuchs PA (2001) From neuron to brain, 4th ed. Sinauer Associates, Sunderland, MA. ISBN 0878934391.
-
(2001)
From Neuron to Brain, 4th Ed
-
-
Nicholls, J.G.1
Martin, A.R.2
Wallace, B.G.3
Fuchs, P.A.4
-
43
-
-
84866460651
-
-
Artificial Neural Networks at
-
Artificial Neural Networks at https://www. dacs. dtic. mil/techs/neural/neural2. php.
-
-
-
-
45
-
-
0000710299
-
Queries and concept learning
-
Luin AD (1988) Queries and concept learning. Mach Learn 2: 319-342.
-
(1988)
Mach Learn
, vol.2
, pp. 319-342
-
-
Luin, A.D.1
-
46
-
-
0003408496
-
UCI repository of machine learning databases-a machinereadable data repository
-
University of California, Irvine., anonymous FTP from ics. uci. edu in the directory pub/machinelearningdatabases
-
Murphy PM (1995) UCI repository of machine learning databases-a machinereadable data repository, maintained at the Department of Information and Computer Science, University of California, Irvine., anonymous FTP from ics. uci. edu in the directory pub/machinelearningdatabases.
-
(1995)
Maintained At the Department of Information and Computer Science
-
-
Murphy, P.M.1
-
47
-
-
3042663468
-
Exploring relationships in body dimensions
-
American Statistical Association Website at
-
Heinz G, Peterson LJ, Johnson RW, Kerk CJ (2003) Exploring relationships in body dimensions. J Stat Educ 11(2). American Statistical Association Website at http://www. amstat. org/publications/jse.
-
(2003)
J Stat Educ
, vol.11
, Issue.2
-
-
Heinz, G.1
Peterson, L.J.2
Johnson, R.W.3
Kerk, C.J.4
-
48
-
-
33645502732
-
Modeling phytoplankton abundance in Saginaw bay, Lake Huron: using artificial neural networks to discern functional influence of environmental variables and relevance to a great lakes observing system
-
Millie DF, Weckman GR, Pigg RJ, Teste PA, Dyble J, Litaker RW, Carrick HJ, Fahnestiel GL (2006) Modeling phytoplankton abundance in Saginaw bay, Lake Huron: using artificial neural networks to discern functional influence of environmental variables and relevance to a great lakes observing system. J Phycol 42: 336-349.
-
(2006)
J Phycol
, vol.42
, pp. 336-349
-
-
Millie, D.F.1
Weckman, G.R.2
Pigg, R.J.3
Teste, P.A.4
Dyble, J.5
Litaker, R.W.6
Carrick, H.J.7
Fahnestiel, G.L.8
-
49
-
-
84957654499
-
-
Submitted and accepted for publication, April
-
Hernandez S, Nesic S, Weckman G, Ghai V (2005) Use of artificial neural networks for predicting crude oil effect on CO2 corrosion of carbon steels. Corrosion. Submitted and accepted for publication, April 2006.
-
(2005)
Use of Artificial Neural Networks For Predicting Crude Oil Effect On CO2 Corrosion of Carbon Steels. Corrosion
, pp. 2006
-
-
Hernandez, S.1
Nesic, S.2
Weckman, G.3
Ghai, V.4
-
50
-
-
84866468038
-
-
MS, Thesis., School of Communication, Ohio University, Athens, OH
-
Rastogi P (2005) Assessing wireless network dependability using neural networks, MS, Thesis., School of Communication, Ohio University, Athens, OH.
-
(2005)
Assessing Wireless Network Dependability Using Neural Networks
-
-
Rastogi, P.1
-
52
-
-
84866466746
-
-
CART Pro 6. 0 available at
-
CART Pro 6. 0 available at http://www. salford-systems. com.
-
-
-
-
53
-
-
84866469126
-
-
Classification and Regression trees available at
-
Classification and Regression trees available at http://www. statsoft. com/textbook/stathome. html.
-
-
-
-
54
-
-
1842798375
-
Data analysis and graphics using R: An example-based approach
-
Cambridge, UK
-
Maindonald J, Braun J (2003) Data analysis and graphics using R: an example-based approach. Cambridge University Press, Cambridge, UK.
-
(2003)
Cambridge University Press
-
-
Maindonald, J.1
Braun, J.2
-
55
-
-
84866469128
-
-
NeuroDimensions, NeuroSolutions v5. 07, available at
-
NeuroDimensions, NeuroSolutions v5. 07, available at http://www. nd. com.
-
-
-
-
56
-
-
77952877057
-
-
MS, Thesis, Russ College of Engineering and Technology, Department of Industrial and Systems Enginnering, Ohio Univerity, Athens, OH
-
Rangwala M (2006) Empirical investigation of decision tree extraction from neural networks, MS, Thesis, Russ College of Engineering and Technology, Department of Industrial and Systems Enginnering, Ohio Univerity, Athens, OH.
-
(2006)
Empirical investigation of decision tree extraction from neural networks
-
-
Rangwala, M.1
|