-
1
-
-
23044523596
-
Expert-driven validation of rule-based user models in personalization applications
-
Adomavicius, G., A. Tuzhilin. 2001. Expert-driven validation of rule-based user models in personalization applications. Internat. J. Data Mining Knowledge Discovery 5 33-58.
-
(2001)
Internat. J. Data Mining Knowledge Discovery
, vol.5
, pp. 33-58
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
2
-
-
58449094512
-
Recommendation technologies: Survey of current methods and possible extensions
-
Working paper, Stern School of Business, New York University, New York
-
____, ____. 2003. Recommendation technologies: Survey of current methods and possible extensions. Working paper, Stern School of Business, New York University, New York.
-
(2003)
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
3
-
-
0001371923
-
Fast discovery of association rules
-
U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, eds.; AAAI Press, Menlo Park, CA
-
Agrawal, R., H. Mannila, R. Srikant, H. Toivonen, A. I. Verkamo. 1995. Fast discovery of association rules. U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, eds. Advances in Knowledge Discovery and Data Mining. AAAI Press, Menlo Park, CA.
-
(1995)
Advances in Knowledge Discovery and Data Mining
-
-
Agrawal, R.1
Mannila, H.2
Srikant, R.3
Toivonen, H.4
Verkamo, A.I.5
-
4
-
-
0031103679
-
Fab: Content-based, collaborative recommendation
-
Balabanovic, M., Y. Shoham. 1997. Fab: Content-based, collaborative recommendation. Comm. ACM 40(3) 66-72.
-
(1997)
Comm. ACM
, vol.40
, Issue.3
, pp. 66-72
-
-
Balabanovic, M.1
Shoham, Y.2
-
5
-
-
0029373724
-
Training neural nets with the reactive tabu search
-
Battiti, R., G. Tecchiolli. 1995. Training neural nets with the reactive tabu search. IEEE Trans. Neural Networks 6(5) 1185-1200.
-
(1995)
IEEE Trans. Neural Networks
, vol.6
, Issue.5
, pp. 1185-1200
-
-
Battiti, R.1
Tecchiolli, G.2
-
6
-
-
0026860799
-
Robust linear programming discrimination of two linearly inseparable sets
-
Bennett, K. P., O. L. Mangasarian. 1992. Robust linear programming discrimination of two linearly inseparable sets. Optim. Methods Software 1 23-34.
-
(1992)
Optim. Methods Software
, vol.1
, pp. 23-34
-
-
Bennett, K.P.1
Mangasarian, O.L.2
-
7
-
-
0001922507
-
Interactive marketing: Exploiting the age of addressability
-
(Fall)
-
Blattberg, R. C., J. Deighton. 1991. Interactive marketing: Exploiting the age of addressability. Sloan Management Rev. (Fall) 5-14.
-
(1991)
Sloan Management Rev.
, pp. 5-14
-
-
Blattberg, R.C.1
Deighton, J.2
-
8
-
-
0242453637
-
Error-free and best-fit extensions of partially defined Boolean functions
-
Rutcor research report RRR 14-95, Rutgers University, Piscataway, NJ
-
Boros, E., T. Ibaraki, K. Makino. 1995. Error-free and best-fit extensions of partially defined Boolean functions. Rutcor research report RRR 14-95, Rutgers University, Piscataway, NJ.
-
(1995)
-
-
Boros, E.1
Ibaraki, T.2
Makino, K.3
-
10
-
-
0004990788
-
Mathematical programming for data mining: Formulations and challenges
-
Bradley, P. S., U. M. Fayyad, O. L. Mangasarian. 1999. Mathematical programming for data mining: Formulations and challenges. INFORMS J. Comput. 11(3) 217-238.
-
(1999)
INFORMS J. Comput.
, vol.11
, Issue.3
, pp. 217-238
-
-
Bradley, P.S.1
Fayyad, U.M.2
Mangasarian, O.L.3
-
11
-
-
84898974025
-
Clustering via concave minimization
-
M. C. Mozer, M. I. Jordan, T. Petsche, eds.; MIT Press, Cambridge, MA
-
____, O. L. Mangasarian, W. N. Street. 1997. Clustering via concave minimization. M. C. Mozer, M. I. Jordan, T. Petsche, eds. Advances in Neural Information Processing Systems. MIT Press, Cambridge, MA.
-
(1997)
Advances in Neural Information Processing Systems
-
-
Bradley, P.S.1
Mangasarian, O.L.2
Street, W.N.3
-
13
-
-
0013110524
-
Using association rules for product assortment decisions: A case study
-
Brijs, T., G. Swinnen, K. Vanhoof, G. Wets. 1999. Using association rules for product assortment decisions: A case study. Proc. ACM Internat. Conf. Knowledge Discovery Data Mining, San Diego, CA.
-
(1999)
Proc. ACM Internat. Conf. Knowledge Discovery Data Mining, San Diego, CA
-
-
Brijs, T.1
Swinnen, G.2
Vanhoof, K.3
Wets, G.4
-
14
-
-
0001880210
-
KDD-cup 2000 organizer's report: Peeling the onion
-
Brodley, C., R. Kohavi. 2000. KDD-cup 2000 organizer's report: Peeling the onion. SIGKDD Explorations 2(2) 86-98.
-
(2000)
SIGKDD Explorations
, vol.2
, Issue.2
, pp. 86-98
-
-
Brodley, C.1
Kohavi, R.2
-
15
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges, C. J. C. 1998. A tutorial on support vector machines for pattern recognition. Data Mining Knowledge Discovery 2(2) 121-167.
-
(1998)
Data Mining Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
16
-
-
23044525748
-
Optimizing customer mail streams at fingerhut
-
Campbell, D., R. Erdahl, D. Johnson, E. Bibelnieks, M. Haydock, M. Bullock, H. Crowder. 2001. Optimizing customer mail streams at Fingerhut. Interfaces 31(1) 77-90.
-
(2001)
Interfaces
, vol.31
, Issue.1
, pp. 77-90
-
-
Campbell, D.1
Erdahl, R.2
Johnson, D.3
Bibelnieks, E.4
Haydock, M.5
Bullock, M.6
Crowder, H.7
-
17
-
-
0033726424
-
Bringing order to the Web: Automatically categorizing search results
-
Chen, H., S. T. Dumais. 2000. Bringing order to the Web: Automatically categorizing search results. Proc. CHI 2000, Human Factors Comput. Systems. The Hague, The Netherlands, 145-152.
-
(2000)
Proc. CHI 2000, Human Factors Comput. Systems. The Hague, The Netherlands
, pp. 145-152
-
-
Chen, H.1
Dumais, S.T.2
-
19
-
-
77952329662
-
Data preparation for mining world wide web browsing patterns
-
Cooley, R., B. Mobasher. 1999. Data preparation for mining World Wide Web browsing patterns. Knowledge Inform. Systems 1(1) 5-32.
-
(1999)
Knowledge Inform. Systems
, vol.1
, Issue.1
, pp. 5-32
-
-
Cooley, R.1
Mobasher, B.2
-
20
-
-
0001168506
-
Cause-effect relationships and partially defined Boolean functions
-
Crama, Y., P. L. Hammer, T. Ibaraki. 1988. Cause-effect relationships and partially defined Boolean functions. Ann. Oper. Res. 16 299-326.
-
(1988)
Ann. Oper. Res.
, vol.16
, pp. 299-326
-
-
Crama, Y.1
Hammer, P.L.2
Ibaraki, T.3
-
21
-
-
85039626918
-
-
Personal communications, October
-
Davis, O. 1998. Personal communications, October.
-
(1998)
-
-
Davis, O.1
-
23
-
-
84881848439
-
To pester or leave alone: Lifetime value maximization through optimal communication timing
-
Working paper, Marketing Department, University of California, Los Angeles, CA
-
Dreze, X., A. Bonfrer. 2002. To pester or leave alone: Lifetime value maximization through optimal communication timing. Working paper, Marketing Department, University of California, Los Angeles, CA.
-
(2002)
-
-
Drexe, X.1
Bonfrer, A.2
-
24
-
-
0242622214
-
Customer relationship management: The good, the bad, the future
-
(April 28)
-
Dver, A. 2003. Customer relationship management: The good, the bad, the future. Bus. Week (April 28).
-
(2003)
Bus. Week
-
-
Dver, A.1
-
25
-
-
0002341699
-
Customer lifetime valuation to support marketing decision making
-
Dwyer, F. R. 1989. Customer lifetime valuation to support marketing decision making. J. Direct Marketing 3(4) 8-15.
-
(1989)
J. Direct Marketing
, vol.3
, Issue.4
, pp. 8-15
-
-
Dwyer, F.R.1
-
26
-
-
0242445747
-
Committee-based sample selection for probabilistic classifiers
-
Engelson, S., Dagan. 1999. Committee-based sample selection for probabilistic classifiers. J. Artificial Intelligence Res. 11 335-360.
-
(1999)
J. Artificial Intelligence Res.
, vol.11
, pp. 335-360
-
-
Engelson, S.1
Dagan2
-
29
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher, R. A. 1936. The use of multiple measurements in taxonomic problems. Ann. Eugenics 7(2) 179-188.
-
(1936)
Ann. Eugenics
, vol.7
, Issue.2
, pp. 179-188
-
-
Fisher, R.A.1
-
30
-
-
0031209604
-
Selective sampling using query by committee algorithm
-
Freund, Y., H. Seung, E. Shamir, N. Tishby. 1997. Selective sampling using query by committee algorithm. Machine Learning 28 133-168.
-
(1997)
Machine Learning
, vol.28
, pp. 133-168
-
-
Freund, Y.1
Seung, H.2
Shamir, E.3
Tishby, N.4
-
31
-
-
0242453778
-
A genetic algorithm-based approach for building accurate decision trees
-
Fu, Z., B. Golden, S. Lele, S. Raghavan, E. Wasil. 2003. A genetic algorithm-based approach for building accurate decision trees. INFORMS J. Comput. 15(1) 3-22.
-
(2003)
INFORMS J. Comput.
, vol.15
, Issue.1
, pp. 3-22
-
-
Fu, Z.1
Golden, B.2
Lele, S.3
Raghavan, S.4
Wasil, E.5
-
32
-
-
0039147548
-
Prospects for operations research in the e-business era
-
Geoffrion, A. M., R. Krishnan. 2001. Prospects for operations research in the e-business era. Interfaces 31(2) 6-36.
-
(2001)
Interfaces
, vol.31
, Issue.2
, pp. 6-36
-
-
Geoffrion, A.M.1
Krishnan, R.2
-
33
-
-
0000411214
-
Tabu search, part I
-
Glover, F. 1989. Tabu search, Part I. ORSA J. Comput. 1 190-206.
-
(1989)
ORSA J. Comput.
, vol.1
, pp. 190-206
-
-
Glover, F.1
-
34
-
-
0007843905
-
Mathematical programming methods of pattern classification
-
Grinold, R. C. 1972. Mathematical programming methods of pattern classification. Management Sci. 19 272-289.
-
(1972)
Management Sci.
, vol.19
, pp. 272-289
-
-
Grinold, R.C.1
-
35
-
-
0242622216
-
Valuing customers
-
Working paper, Columbia University, New York
-
Gupta, S., D. R. Lehmann, J. A. Stuart. 2001. Valuing customers. Working paper, Columbia University, New York.
-
(2001)
-
-
Gupta, S.1
Lehmann, D.R.2
Stuart, J.A.3
-
36
-
-
0003987805
-
-
MIT Press, Cambridge, MA
-
Hand, D., H. Mannila, P. Smyth. 2001. Principles of Data Mining, MIT Press, Cambridge, MA.
-
(2001)
Principles of Data Mining
-
-
Hand, D.1
Mannila, H.2
Smyth, P.3
-
37
-
-
33947363572
-
Active learning in neural networks
-
Working paper, University of Bielefeld, Bielefeld, Germany
-
Hasenjager, M., H. Ritter. 1999. Active learning in neural networks. Working paper, University of Bielefeld, Bielefeld, Germany.
-
(1999)
-
-
Hasenjager, M.1
Ritter, H.2
-
38
-
-
0031219871
-
R-MINI: An iterative approach for generating minimal rules from examples
-
Hong, S. J. 1995. R-MINI: An iterative approach for generating minimal rules from examples. IEEE Trans. Knowledge Data Engrg. 9(5) 709-717.
-
(1995)
IEEE Trans. Knowledge Data Engrg.
, vol.9
, Issue.5
, pp. 709-717
-
-
Hong, S.J.1
-
39
-
-
30944454066
-
Use of Bayesian belief networks to help understand online audience
-
Jaronski, W., J. Bloemer, K. Vanhoof, G. Wets. 2001. Use of Bayesian belief networks to help understand online audience. Proc. Data Mining Marketing Appl. Workshop ECML/PKDD 2001. Freiburg, Germany.
-
(2001)
Proc. Data Mining Marketing Appl. Workshop ECML/PKDD 2001. Freiburg, Germany
-
-
Jaronski, W.1
Bloemer, J.2
Vanhoof, K.3
Wets, G.4
-
40
-
-
84949212555
-
The construction and evaluation of decision trees: A comparison of evolutionary and concept learning methods
-
D. Corne, J. L Shapiro, eds.; Springer-Verlag
-
Kennedy, H., C. Chinniah, P. Bradbeer, L. Morss. 1997. The construction and evaluation of decision trees: A comparison of evolutionary and concept learning methods. D. Corne, J. L Shapiro, eds. Evolutionary Computing. Lecture Notes in Computer Science, Springer-Verlag, 147-161.
-
(1997)
Evolutionary Computing. Lecture Notes in Computer Science
, pp. 147-161
-
-
Kennedy, H.1
Chinniah, C.2
Bradbeer, P.3
Morss, L.4
-
42
-
-
0000695404
-
Information-based objective functions for active data selection
-
MacKay, D. J. C. 1992. Information-based objective functions for active data selection. Neural Comput. 4(4) 590-604.
-
(1992)
Neural Comput.
, vol.4
, Issue.4
, pp. 590-604
-
-
Mackay, D.J.C.1
-
43
-
-
0000963583
-
Linear and nonlinear separation of patterns by linear programming
-
Mangasarian, O. L. 1965. Linear and nonlinear separation of patterns by linear programming. Oper. Res. 13 455-461.
-
(1965)
Oper. Res.
, vol.13
, pp. 455-461
-
-
Mangasarian, O.L.1
-
44
-
-
84914951454
-
Multisurface method of pattern separation
-
____. 1968. Multisurface method of pattern separation. IEEE Trans. Inform. Theory 14(6) 801-807.
-
(1968)
IEEE Trans. Inform. Theory
, vol.14
, Issue.6
, pp. 801-807
-
-
Mangasarian, O.L.1
-
46
-
-
0003085879
-
Pattern recognition via linear programming: Theory and application to medical diagnosis
-
T. F. Coleman, Y. Li, eds.; SIAM, Philadelphia, PA
-
____, R. Setiono, W. H. Wolberg. 1990. Pattern recognition via linear programming: Theory and application to medical diagnosis. T. F. Coleman, Y. Li, eds. Large-Scale Numerical Optimization. SIAM, Philadelphia, PA, 22-31.
-
(1990)
Large-Scale Numerical Optimization
, pp. 22-31
-
-
Mangasarian, O.L.1
Setiono, R.2
Wolberg, W.H.3
-
47
-
-
85039614452
-
Statistics and data mining techniques for lifetime value modeling
-
Mani, D. R., J. Drew, A. Betz, P. Datta. 1999. Statistics and data mining techniques for lifetime value modeling. Proc. ACM Internat. Conf. Knowledge Discovery Data Mining, San Diego, CA.
-
Proc. ACM Internat. Conf. Knowledge Discovery Data Mining, San Diego, CA
-
-
Mani, D.R.1
Drew, J.2
Betz, A.3
Datta, P.4
-
48
-
-
0005085879
-
Optimizing expert systems: Heuristics for efficiently generating low cost information acquisition strategies
-
Mannino, M. V., V. S. Mookerjee. 1999. Optimizing expert systems: Heuristics for efficiently generating low cost information acquisition strategies. INFORMS J. Comput. 11(3) 278-291.
-
(1999)
INFORMS J. Comput.
, vol.11
, Issue.3
, pp. 278-291
-
-
Mannino, M.V.1
Mookerjee, V.S.2
-
51
-
-
0035788926
-
Personalization from incomplete data: What you don't know can hurt
-
Padmanabhan, B., Z. Zhiqiang, S. Kimbrough. 2001. Personalization from incomplete data: What you don't know can hurt. Proc. ACM Internat. Conf. Knowledge Discovery Data Mining (ACM SIGKDD), San Francisco, CA.
-
Proc. ACM Internat. Conf. Knowledge Discovery Data Mining (ACM SIGKDD), San Francisco, CA
-
-
Padmanabhan, B.1
Zhiqiang, Z.2
Kimbrough, S.3
-
52
-
-
0033325071
-
A framework for collaborative, content-based and demographic filtering
-
(December)
-
Pazzani, M. 1999. A framework for collaborative, content-based and demographic filtering. Artificial Intelligence Rev. (December) 393-408.
-
(1999)
Artificial Intelligence Rev.
, pp. 393-408
-
-
Pazzani, M.1
-
55
-
-
0024627518
-
Inferring decision trees using the minimum description length principle
-
____, R. L. Rivest. 1989. Inferring decision trees using the minimum description length principle. Inform. Comput. 80 227-248.
-
(1989)
Inform. Comput.
, vol.80
, pp. 227-248
-
-
Quinlan, J.R.1
Rivest, R.L.2
-
56
-
-
0018015137
-
Modeling by shortest data description
-
Rissanen, J. 1978. Modeling by shortest data description. Automatica 14, 465-471.
-
(1978)
Automatica
, vol.14
, pp. 465-471
-
-
Rissanen, J.1
-
57
-
-
0242625269
-
Customer lifetime value modeling and its use for customer retention planning
-
Rosset, S., E Neumann, U. Eick, N. Vatnik, Y. Idan. 2002. Customer lifetime value modeling and its use for customer retention planning. Proc. ACM Internat. Conf. Knowledge Discovery Data Mining. Edmonton, Alberta, Canada.
-
(2002)
Proc. ACM Internat. Conf. Knowledge Discovery Data Mining. Edmonton, Alberta, Canada
-
-
Rosset, S.1
Neumann, E.2
Eick, U.3
Vatnik, N.4
Idan, Y.5
-
58
-
-
0000646059
-
Learning internal representations by error propagation
-
D. E. Rumelhart, J. L. McClelland, eds.; MIT Press, Cambridge, MA
-
Rumelhart, D. E., G. E. Hinton, R. J. Williams. 1986. Learning internal representations by error propagation. D. E. Rumelhart, J. L. McClelland, eds. Parallel Data Processing, Vol. 1, MIT Press, Cambridge, MA, 318-362.
-
(1986)
Parallel Data Processing
, vol.1
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
61
-
-
23044524651
-
E-commerce recommendation applications
-
Schafer, J. B., J. A. Konstan, J. Riedl. 2001. E-commerce recommendation applications. J. Data Mining Knowledge Discovery 5(1, 2) 115-153.
-
(2001)
J. Data Mining Knowledge Discovery
, vol.5
, Issue.1-2
, pp. 115-153
-
-
Schafer, J.B.1
Konstan, J.A.2
Riedl, J.3
-
62
-
-
0001829885
-
Counting your customers: Who are they and what will they do next?
-
Schmittlein, D. C., D. G. Morrison, R. Colombo. 1987. Counting your customers: Who are they and what will they do next? Management Sci. 33(1) 1-24.
-
(1987)
Management Sci.
, vol.33
, Issue.1
, pp. 1-24
-
-
Schmittlein, D.C.1
Morrison, D.G.2
Colombo, R.3
-
63
-
-
0343019657
-
Pattern classifier design by linear programming
-
Smith, F. W. 1968. Pattern classifier design by linear programming. IEEE Trans. Comput. 4 367-372.
-
(1968)
IEEE Trans. Comput.
, vol.4
, pp. 367-372
-
-
Smith, F.W.1
-
65
-
-
0002000090
-
Web usage mining: Discovery and applications of usage patterns from web data
-
Srivastava, J., R. Cooley, M. Deshpande, P. Tan. 2000. Web usage mining: Discovery and applications of usage patterns from web data. SIGKDD Explorations 1(2).
-
(2000)
SIGKDD Explorations
, vol.1
, Issue.2
-
-
Srivastava, J.1
Cooley, R.2
Deshpande, M.3
Tan, P.4
-
66
-
-
0242622219
-
Analytical CRM powers profitable relationships: Creating success by letting customers guide you
-
(February)
-
Swift, R. 2002. Analytical CRM powers profitable relationships: Creating success by letting customers guide you. DM Rev. (February).
-
(2002)
DM Rev.
-
-
Swift, R.1
-
67
-
-
0242625291
-
Selecting the right interestingness measure for association patterns
-
Tan, P. N., V. Kumar, J. Srivastava. 2002. Selecting the right interestingness measure for association patterns. Proc. ACM Internat. Conf. Knowledge Discovery Data Mining. Edmonton, Alberta, Canada.
-
(2002)
Proc. ACM Internat. Conf. Knowledge Discovery Data Mining. Edmonton, Alberta, Canada
-
-
Tan, P.N.1
Kumar, V.2
Srivastava, J.3
-
68
-
-
84877055466
-
Analyzing the footsteps of your customers
-
Theusinger, C., K. Huber. 2000. Analyzing the footsteps of your customers. WEBKDD.
-
(2000)
WEBKDD
-
-
Theusinger, C.1
Huber, K.2
-
69
-
-
0003857780
-
Monte Carlo hidden Markov models
-
Technical report CMU-CS-98-179, Carnegie Mellon University, Pittsburgh, PA
-
Thrun, S., J. Langford. 1997. Monte Carlo hidden Markov models. Technical report CMU-CS-98-179, Carnegie Mellon University, Pittsburgh, PA.
-
(1997)
-
-
Thrun, S.1
Langford, J.2
-
70
-
-
84900288645
-
A. Enabling scalable online personalization on the web
-
VanderMeer, D., K. Dutta, A. Datta, K. Ramamritham, S. Navathe. 2000. A. Enabling scalable online personalization on the web. Proc. ACM Conf. Electronic Commerce. Minneapolis, MN.
-
(2000)
Proc. ACM Conf. Electronic Commerce. Minneapolis, MN
-
-
Vandermeer, D.1
Dutta, K.2
Datta, A.3
Ramamritham, K.4
Navathe, S.5
-
72
-
-
2342533082
-
On convergence properties of the EM algorithm for Gaussian mixtures
-
Xue, L., M. I. Jordan. 1996. On convergence properties of the EM algorithm for Gaussian mixtures. Neural Comput. 8(1) 129-151.
-
(1996)
Neural Comput.
, vol.8
, Issue.1
, pp. 129-151
-
-
Xue, L.1
Jordan, M.I.2
-
73
-
-
0242537441
-
Categorization of web pages and user clustering with mixtures of hidden Markov models
-
Ypma, A., T. Heskes. 2002. Categorization of web pages and user clustering with mixtures of hidden Markov models. Proc. Workshop Web Knowledge Discovery Data Mining (WEBKDD 2002). Edmonton, Alberta, Canada, 31-43.
-
(2002)
Proc. Workshop Web Knowledge Discovery Data Mining (WEBKDD 2002). Edmonton, Alberta, Canada
, pp. 31-43
-
-
Ypma, A.1
Heskes, T.2
-
74
-
-
0242622217
-
On data preprocessing biases in web usage mining
-
Zheng, Z., B. Padmanabhan, S. Kimbrough. 2003. On data preprocessing biases in web usage mining. INFORMS J. Comput. 15(2) 148-170.
-
(2003)
INFORMS J. Comput.
, vol.15
, Issue.2
, pp. 148-170
-
-
Zheng, Z.1
Padmanabhan, B.2
Kimbrough, S.3
|