-
1
-
-
67049137961
-
A shrinkage approach for modeling non-stationary relational autocorrelation
-
Angin, P., Neville, J.: A shrinkage approach for modeling non-stationary relational autocorrelation. In: Proc. 8th IEEE Intl. Conf. on Data Mining, pp. 707-712 (2008)
-
(2008)
Proc. 8th IEEE Intl. Conf. on Data Mining
, pp. 707-712
-
-
Angin, P.1
Neville, J.2
-
2
-
-
71049140540
-
An iterative learning algorithm for within-network regression in the transductive setting
-
Appice, A., Ceci, M., Malerba, D.: An iterative learning algorithm for within-network regression in the transductive setting. In: Discovery Science, pp. 36-50 (2009)
-
(2009)
Discovery Science
, pp. 36-50
-
-
Appice, A.1
Ceci, M.2
Malerba, D.3
-
3
-
-
0002343269
-
Top-down induction of clustering trees
-
Blockeel, H., De Raedt, L., Ramon, J.: Top-down induction of clustering trees. In: Proc. 15th Intl. Conf. on Machine Learning, pp. 55-63 (1998)
-
(1998)
Proc. 15th Intl. Conf. on Machine Learning
, pp. 55-63
-
-
Blockeel, H.1
De Raedt, L.2
Ramon, J.3
-
4
-
-
0003802343
-
-
Wadsworth & Brooks, Belmont
-
Breiman, L., Friedman, J., Olshen, R., Stone, J.: Classification and Regression trees. Wadsworth & Brooks, Belmont (1984)
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, J.4
-
7
-
-
71049114722
-
Modelling pollen dispersal of genetically modified oilseed rape within the field
-
Abstracts of the The Ecological Society of America
-
Demšar, D., Debeljak, M., Lavigne, C., Džeroski S.: Modelling pollen dispersal of genetically modified oilseed rape within the field. In: Abstracts of the 90th ESA Annual Meeting, p. 152. The Ecological Society of America (2005)
-
(2005)
90th ESA Annual Meeting
, pp. 152
-
-
Demšar, D.1
Debeljak, M.2
Lavigne, C.3
Džeroski, S.4
-
8
-
-
38449083520
-
Analysis of time series data with predictive clustering trees
-
Springer, Heidelberg
-
Džeroski, S., Gjorgjioski, V., Slavkov, I., Struyf, J.: Analysis of time series data with predictive clustering trees. In: Proc. 5th Intl. Wshp. on Knowledge Discovery in Inductive Databases, pp. 63-80. Springer, Heidelberg (2007)
-
(2007)
Proc. 5th Intl. Wshp. on Knowledge Discovery in Inductive Databases
, pp. 63-80
-
-
Džeroski, S.1
Gjorgjioski, V.2
Slavkov, I.3
Struyf, J.4
-
9
-
-
0038092455
-
-
Wiley, Chichester
-
Fotheringham, A.S., Brunsdon, C., Charlton, M.: Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Wiley, Chichester (2002)
-
(2002)
Geographically Weighted Regression: the Analysis of Spatially Varying Relationships
-
-
Fotheringham, A.S.1
Brunsdon, C.2
Charlton, M.3
-
10
-
-
65449133627
-
Using ghost edges for classification in sparsely labeled networks
-
Gallagher, B., Tong, H., Eliassi-Rad, T., Faloutsos, C.: Using ghost edges for classification in sparsely labeled networks. In: Proc. 14th ACM SIGKDD Intl. Conf. Knowledge Discovery and Data Mining, pp. 256-264 (2008)
-
(2008)
Proc. 14th ACM SIGKDD Intl. Conf. Knowledge Discovery and Data Mining
, pp. 256-264
-
-
Gallagher, B.1
Tong, H.2
Eliassi-Rad, T.3
Faloutsos, C.4
-
11
-
-
84945286873
-
RIONA: A classifier combining rule induction and k-NN method with automated selection of optimal neighbourhood
-
Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. Springer, Heidelberg
-
Góra, G., Wojna, A.: RIONA: A classifier combining rule induction and k-NN method with automated selection of optimal neighbourhood. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS (LNAI), vol. 2430, pp. 111-123. Springer, Heidelberg (2002)
-
(2002)
LNCS (LNAI)
, vol.2430
, pp. 111-123
-
-
Góra, G.1
Wojna, A.2
-
12
-
-
12244297396
-
Why collective inference improves relational classification
-
Jensen, D., Neville, J., Gallagher, B.: Why collective inference improves relational classification. In: Proc. 10th Intl. Conf. on Knowledge Discovery and Data Mining, pp. 593-598 (2004)
-
(2004)
Proc. 10th Intl. Conf. on Knowledge Discovery and Data Mining
, pp. 593-598
-
-
Jensen, D.1
Neville, J.2
Gallagher, B.3
-
13
-
-
0027881344
-
Spatial autocorrelation: Trouble or new paradigm?
-
Legendre, P.: Spatial autocorrelation: Trouble or new paradigm? Ecology 74(6), 1659-1673 (1993)
-
(1993)
Ecology
, vol.74
, Issue.6
, pp. 1659-1673
-
-
Legendre, P.1
-
14
-
-
34249102504
-
Classification in networked data: A toolkit and a univariate case study
-
Macskassy, S., Provost, F.: Classification in networked data: A toolkit and a univariate case study. Machine Learning 8, 935-983 (2007)
-
(2007)
Machine Learning
, vol.8
, pp. 935-983
-
-
Macskassy, S.1
Provost, F.2
-
15
-
-
36348987716
-
Improving learning in networked data by combining explicit and mined links
-
Macskassy, S.A.: Improving learning in networked data by combining explicit and mined links. In: Proc. 22th Intl. Conf. on Artificial Intelligence, pp. 590-595 (2007)
-
(2007)
Proc. 22th Intl. Conf. on Artificial Intelligence
, pp. 590-595
-
-
Macskassy, S.A.1
-
16
-
-
0035639140
-
Birds of a feather: Homophily in social networks
-
McPherson, M., Smith-Lovin, L., Cook, J.: Birds of a feather: Homophily in social networks. Annual Review of Sociology 27, 415-444 (2001)
-
(2001)
Annual Review of Sociology
, vol.27
, pp. 415-444
-
-
McPherson, M.1
Smith-Lovin, L.2
Cook, J.3
-
17
-
-
84897674228
-
Sliq: A fast scalable classifier for data mining
-
Apers, P.M.G., Bouzeghoub, M., Gardarin, G. (eds.) EDBT 1996. Springer, Heidelberg
-
Mehta, M., Agrawal, R., Rissanen, J.: Sliq: A fast scalable classifier for data mining. In: Apers, P.M.G., Bouzeghoub, M., Gardarin, G. (eds.) EDBT 1996. LNCS, vol. 1057, pp. 18-32. Springer, Heidelberg (1996)
-
(1996)
LNCS
, vol.1057
, pp. 18-32
-
-
Mehta, M.1
Agrawal, R.2
Rissanen, J.3
-
22
-
-
0031410367
-
Quick computation of regression with a spatially autoregressive dependent variable
-
Pace, P., Barry, R.: Quick computation of regression with a spatially autoregressive dependent variable. Geographical Analysis 29(3), 232-247 (1997)
-
(1997)
Geographical Analysis
, vol.29
, Issue.3
, pp. 232-247
-
-
Pace, P.1
Barry, R.2
-
24
-
-
53749083869
-
Collective classification in network data
-
Sen, P., Namata, G., Bilgic, M., Getoor, L., Gallagher, B., Eliassi-Rad, T.: Collective classification in network data. AI Magazine 29(3), 93-106 (2008)
-
(2008)
AI Magazine
, vol.29
, Issue.3
, pp. 93-106
-
-
Sen, P.1
Namata, G.2
Bilgic, M.3
Getoor, L.4
Gallagher, B.5
Eliassi-Rad, T.6
-
26
-
-
1942484430
-
Semi-supervised learning using gaussian fields and harmonic functions
-
Zhu, X., Ghahramani, Z., Lafferty, J.D.: Semi-supervised learning using gaussian fields and harmonic functions. In: Proc. 20th Intl. Conf. on Machine Learning, pp. 912-919 (2003)
-
(2003)
Proc. 20th Intl. Conf. on Machine Learning
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.D.3
|