-
1
-
-
54849437730
-
The primacy of data?
-
Lee N, Greenley G (2008) The primacy of data? Eur J Mark 42(11/12):1141–1144
-
(2008)
Eur J Mark
, vol.42
, Issue.11-12
, pp. 1141-1144
-
-
Lee, N.1
Greenley, G.2
-
2
-
-
84916597404
-
Business intelligence and analytics: from big data to big impact
-
Chen H, Chiang RHL, Storey VC (2012) Business intelligence and analytics: from big data to big impact. MIS Q 36(4):1165–1188
-
(2012)
MIS Q
, vol.36
, Issue.4
, pp. 1165-1188
-
-
Chen, H.1
Chiang, R.H.L.2
Storey, V.C.3
-
3
-
-
84928237602
-
Show me the money: improving our understanding of how organizations generate return from technology-led marketing change
-
Maklan S, Peppard J, Klaus P (2015) Show me the money: improving our understanding of how organizations generate return from technology-led marketing change. Eur J Mark 49(3/4):561–595
-
(2015)
Eur J Mark
, vol.49
, Issue.3-4
, pp. 561-595
-
-
Maklan, S.1
Peppard, J.2
Klaus, P.3
-
4
-
-
0009243660
-
From decision support to decision automation: a 2020 vision
-
Bucklin R, Lehmann D, Little J (1998) From decision support to decision automation: a 2020 vision. Mark Lett 9(3):235–246
-
(1998)
Mark Lett
, vol.9
, Issue.3
, pp. 235-246
-
-
Bucklin, R.1
Lehmann, D.2
Little, J.3
-
5
-
-
84869402639
-
A big-data perspective on AI: Newton, Merton, and analytics intelligence
-
Wang F-Y (2012) A big-data perspective on AI: Newton, Merton, and analytics intelligence. IEEE Intell Syst 27(5):2–4
-
(2012)
IEEE Intell Syst
, vol.27
, Issue.5
, pp. 2-4
-
-
Wang, F.-Y.1
-
6
-
-
0038127756
-
Elegy on the death of marketing: never send to know why we have come to bury marketing but ask what you can do for your country churchyard
-
Holbrook MB, Hulbert JM (2002) Elegy on the death of marketing: never send to know why we have come to bury marketing but ask what you can do for your country churchyard. Eur J Mark 36(5/6):706–732
-
(2002)
Eur J Mark
, vol.36
, Issue.5-6
, pp. 706-732
-
-
Holbrook, M.B.1
Hulbert, J.M.2
-
7
-
-
84865657332
-
A framework for improving e-commerce websites usability using a hybrid genetic algorithm and neural network system
-
Sohrabi B, Mahmoudian P, Raeesi I (2012) A framework for improving e-commerce websites usability using a hybrid genetic algorithm and neural network system. Neural Comput Appl 21(5):1017–1029
-
(2012)
Neural Comput Appl
, vol.21
, Issue.5
, pp. 1017-1029
-
-
Sohrabi, B.1
Mahmoudian, P.2
Raeesi, I.3
-
8
-
-
24344467095
-
Case study: an intelligent decision support system
-
Michalewicz Z, Schmidt M, Michalewicz M, Chiriac C (2005) Case study: an intelligent decision support system. IEEE Intell Syst 20(4):44–49
-
(2005)
IEEE Intell Syst
, vol.20
, Issue.4
, pp. 44-49
-
-
Michalewicz, Z.1
Schmidt, M.2
Michalewicz, M.3
Chiriac, C.4
-
9
-
-
30344453044
-
Evolving feature selection
-
Liu H, Dougherty E, Dy JG, Torkkola K, Tuv E, Peng H, Ding C, Long F, Berens M, Parsons L et al (2005) Evolving feature selection. IEEE Intell Syst 20(6):64–76
-
(2005)
IEEE Intell Syst
, vol.20
, Issue.6
, pp. 64-76
-
-
Liu, H.1
Dougherty, E.2
Dy, J.G.3
Torkkola, K.4
Tuv, E.5
Peng, H.6
Ding, C.7
Long, F.8
Berens, M.9
Parsons, L.10
-
10
-
-
31144448615
-
Using simulated annealing to optimize the feature selection problem in marketing applications
-
Meiri R, Zahavi J (2006) Using simulated annealing to optimize the feature selection problem in marketing applications. Eur J Oper Res 171(3):842–858
-
(2006)
Eur J Oper Res
, vol.171
, Issue.3
, pp. 842-858
-
-
Meiri, R.1
Zahavi, J.2
-
11
-
-
80053082688
-
Identifying variables that predict clients’ propensity to end their checking accounts
-
Neto MTR, de Souza JC, Souki GQ (2011) Identifying variables that predict clients’ propensity to end their checking accounts. Int J Bank Mark 29(6):489–507
-
(2011)
Int J Bank Mark
, vol.29
, Issue.6
, pp. 489-507
-
-
Neto, M.T.R.1
de Souza, J.C.2
Souki, G.Q.3
-
12
-
-
84937720375
-
A data mining approach for producing small area statistics-based load profiles for distribution network planning
-
Saarenpaa J, Kolehmainen M, Mononen M, Niska H (2015) A data mining approach for producing small area statistics-based load profiles for distribution network planning. In: 2015 IEEE international conference on industrial technology (ICIT), IEEE. pp 1236–1240
-
(2015)
IEEE international conference on industrial technology (ICIT)
, vol.2015
, pp. 1236-1240
-
-
Saarenpaa, J.1
Kolehmainen, M.2
Mononen, M.3
Niska, H.4
-
13
-
-
84870053870
-
Context based positive and negative spatio-temporal association rule mining
-
Shaheen M, Shahbaz M, Guergachi A (2013) Context based positive and negative spatio-temporal association rule mining. Knowl Based Syst 37:261–273
-
(2013)
Knowl Based Syst
, vol.37
, pp. 261-273
-
-
Shaheen, M.1
Shahbaz, M.2
Guergachi, A.3
-
14
-
-
84900534741
-
A data-driven approach to predict the success of bank telemarketing
-
Moro S, Cortez P, Rita P (2014) A data-driven approach to predict the success of bank telemarketing. Decis Support Syst 62:22–31
-
(2014)
Decis Support Syst
, vol.62
, pp. 22-31
-
-
Moro, S.1
Cortez, P.2
Rita, P.3
-
15
-
-
38949125214
-
The development of stock exchange simulation prediction modeling by a hybrid grey dynamic model
-
Li G-D, Yamaguchi D, Nagai M (2008) The development of stock exchange simulation prediction modeling by a hybrid grey dynamic model. Int J Adv Manuf Technol 36(1–2):195–204
-
(2008)
Int J Adv Manuf Technol
, vol.36
, Issue.1-2
, pp. 195-204
-
-
Li, G.-D.1
Yamaguchi, D.2
Nagai, M.3
-
16
-
-
72049126365
-
Designing a decision-support system for new product sales forecasting
-
Ching-Chin C, Ieng AIK, Ling-Ling W, Ling-Chieh K (2010) Designing a decision-support system for new product sales forecasting. Expert Syst Appl 37(2):1654–1665
-
(2010)
Expert Syst Appl
, vol.37
, Issue.2
, pp. 1654-1665
-
-
Ching-Chin, C.1
Ieng, A.I.K.2
Ling-Ling, W.3
Ling-Chieh, K.4
-
17
-
-
84868530119
-
Data mining applications for fraud detection in securities market
-
EISIC: IEEE
-
Golmohammadi K, Zaiane OR (2012) Data mining applications for fraud detection in securities market. In: 2012 European intelligence and security informatics conference (EISIC), IEEE. pp 107–114
-
European intelligence and security informatics conference
, pp. 107-114
-
-
Golmohammadi, K.1
-
18
-
-
84859218220
-
Customer data mining for lifestyle segmentation
-
Miguéis VL, Camanho AS, Cunha JF (2012) Customer data mining for lifestyle segmentation. Expert Syst Appl 39(10):9359–9366
-
(2012)
Expert Syst Appl
, vol.39
, Issue.10
, pp. 9359-9366
-
-
Miguéis, V.L.1
Camanho, A.S.2
Cunha, J.F.3
-
19
-
-
28444470190
-
RFM and CLV: using iso-value curves for customer base analysis
-
Fader PS, Hardie BGS, Lee KL (2005) RFM and CLV: using iso-value curves for customer base analysis. J Mark Res 42(4):415–430
-
(2005)
J Mark Res
, vol.42
, Issue.4
, pp. 415-430
-
-
Fader, P.S.1
Hardie, B.G.S.2
Lee, K.L.3
-
20
-
-
58349096072
-
Classifying the segmentation of customer value via RFM model and RS theory
-
Cheng C-H, Chen Y-S (2009) Classifying the segmentation of customer value via RFM model and RS theory. Expert Syst Appl 36(3):4176–4184
-
(2009)
Expert Syst Appl
, vol.36
, Issue.3
, pp. 4176-4184
-
-
Cheng, C.-H.1
Chen, Y.-S.2
-
21
-
-
58349092517
-
Knowledge discovery on RFM model using Bernoulli sequence
-
Yeh I-C, Yang K-J, Ting T-M (2009) Knowledge discovery on RFM model using Bernoulli sequence. Expert Syst Appl 36(3):5866–5871
-
(2009)
Expert Syst Appl
, vol.36
, Issue.3
, pp. 5866-5871
-
-
Yeh, I.-C.1
Yang, K.-J.2
Ting, T.-M.3
-
22
-
-
0002899794
-
Learning decision tree classifiers
-
Quinlan JR (1996) Learning decision tree classifiers. ACM Comput Surv (CSUR) 28(1):71–72
-
(1996)
ACM Comput Surv (CSUR)
, vol.28
, Issue.1
, pp. 71-72
-
-
Quinlan, J.R.1
-
23
-
-
24144432307
-
Data mining feature selection for credit scoring models
-
Liu Y, Schumann M (2005) Data mining feature selection for credit scoring models. J Oper Res Soc 56(9):1099–1108
-
(2005)
J Oper Res Soc
, vol.56
, Issue.9
, pp. 1099-1108
-
-
Liu, Y.1
Schumann, M.2
-
24
-
-
84891840571
-
A review of feature selection methods based on mutual information
-
Vergara JR, Estévez PA (2014) A review of feature selection methods based on mutual information. Neural Comput Appl 24(1):175–186
-
(2014)
Neural Comput Appl
, vol.24
, Issue.1
, pp. 175-186
-
-
Vergara, J.R.1
Estévez, P.A.2
-
25
-
-
72049084727
-
Modeling wine preferences by data mining from physicochemical properties
-
Cortez P, Cerdeira A, Almeida F, Matos T, Reis J (2009) Modeling wine preferences by data mining from physicochemical properties. Decis Support Syst 47(4):547–553
-
(2009)
Decis Support Syst
, vol.47
, Issue.4
, pp. 547-553
-
-
Cortez, P.1
Cerdeira, A.2
Almeida, F.3
Matos, T.4
Reis, J.5
-
26
-
-
0034187691
-
Data strip mining for the virtual design of pharmaceuticals with neural networks
-
Kewley RH, Embrechts MJ, Breneman C (2000) Data strip mining for the virtual design of pharmaceuticals with neural networks. IEEE Trans Neural Netw 11(3):668–679
-
(2000)
IEEE Trans Neural Netw
, vol.11
, Issue.3
, pp. 668-679
-
-
Kewley, R.H.1
Embrechts, M.J.2
Breneman, C.3
-
28
-
-
84871386793
-
Using sensitivity analysis and visualization techniques to open black box data mining models
-
Cortez P, Embrechts MJ (2013) Using sensitivity analysis and visualization techniques to open black box data mining models. Inf Sci 225:1–17
-
(2013)
Inf Sci
, vol.225
, pp. 1-17
-
-
Cortez, P.1
Embrechts, M.J.2
-
29
-
-
84921918758
-
Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns
-
Moro S, Cortez P, Rita P (2015) Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns. Neural Comput Appl 26(1):131–139
-
(2015)
Neural Comput Appl
, vol.26
, Issue.1
, pp. 131-139
-
-
Moro, S.1
Cortez, P.2
Rita, P.3
-
31
-
-
0003684449
-
-
Springer, New York
-
Hastie T, Tibshirani R, Friedman J (2008) The elements of statistical learning: data mining, inference, and prediction, 2nd edn. Springer, New York
-
(2008)
The elements of statistical learning: data mining, inference, and prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
32
-
-
33646023117
-
An introduction to ROC analysis
-
Fawcett T (2006) An introduction to ROC analysis. Pattern Recognit Lett 27(8):861–874
-
(2006)
Pattern Recognit Lett
, vol.27
, Issue.8
, pp. 861-874
-
-
Fawcett, T.1
-
33
-
-
79955477249
-
Why lift? Data modeling and mining
-
Coppock DS (2002) Why lift? Data modeling and mining. Information management, pp 5329–5331. http://www.information-management.com/news/5329-1.html. Accessed 19 July 2013
-
(2002)
Information management
, pp. 5329-5331
-
-
Coppock, D.S.1
-
34
-
-
33745561205
-
An introduction to variable and feature selection
-
Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3:1157–1182
-
(2003)
J Mach Learn Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
35
-
-
33846577770
-
It’s the economy stupid: modelling financial product purchases
-
Tang L, Thomas LC, Thomas S, Bozzetto JF (2007) It’s the economy stupid: modelling financial product purchases. Int J Bank Mark 25(1):22–38
-
(2007)
Int J Bank Mark
, vol.25
, Issue.1
, pp. 22-38
-
-
Tang, L.1
Thomas, L.C.2
Thomas, S.3
Bozzetto, J.F.4
-
36
-
-
84920253395
-
Rfid-based intelligent shopping environment: a comprehensive evaluation framework with neural computing approach
-
Chen C-C (2014) Rfid-based intelligent shopping environment: a comprehensive evaluation framework with neural computing approach. Neural Comput Appl 25(7–8):1685–1697
-
(2014)
Neural Comput Appl
, vol.25
, Issue.7-8
, pp. 1685-1697
-
-
Chen, C.-C.1
-
37
-
-
84885851353
-
Data accuracy’s impact on segmentation performance: benchmarking RFM analysis, logistic regression, and decision trees
-
Coussement K, Van den Bossche FAM, De Bock KW (2014) Data accuracy’s impact on segmentation performance: benchmarking RFM analysis, logistic regression, and decision trees. J Bus Res 67(1):2751–2758
-
(2014)
J Bus Res
, vol.67
, Issue.1
, pp. 2751-2758
-
-
Coussement, K.1
Van den Bossche, F.A.M.2
De Bock, K.W.3
|