-
1
-
-
10944272139
-
Friends and neighbors on the web
-
Adamic, L. A., & Adar, E. (2001). Friends and neighbors on the web. Social Networks, 25 (3), 211-230.
-
(2001)
Social Networks
, vol.25
, Issue.3
, pp. 211-230
-
-
Adamic, L.A.1
Adar, E.2
-
2
-
-
9444291267
-
The KOJAK group under: Connecting the dots via integrated knowledge-based and statistical reasoning
-
Adibi, J., Chalupsky, H., Melz, E., Valente, A., et al. (2004). The KOJAK group under: Connecting the dots via integrated knowledge-based and statistical reasoning. In Proceedings of the 16th Conference on Innovative Applications of Artifical Intelligence, pp. 800-807.
-
(2004)
Proceedings of the 16th Conference on Innovative Applications of Artifical Intelligence
, pp. 800-807
-
-
Adibi, J.1
Chalupsky, H.2
Melz, E.3
Valente, A.4
-
3
-
-
20844435854
-
Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
-
Adomavicius, G., & Tuzhilin, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17 (5), 734-749.
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.5
, pp. 734-749
-
-
Adomavicius, G.1
Tuzhilin, A.2
-
5
-
-
84963513393
-
Space-e-cient sampling from social activity streams
-
Ahmed, N., Neville, J., & Kompella, R. (2012b). Space-e-cient sampling from social activity streams. In BigMine, pp. 1-8.
-
(2012)
BigMine
, pp. 1-8
-
-
Ahmed, N.1
Neville, J.2
Kompella, R.3
-
6
-
-
77956252613
-
Time-based sampling of social network activity graphs
-
Ahmed, N., Berchmans, F., Neville, J., & Kompella, R. (2010). Time-based sampling of social network activity graphs. In Proceedings of the 8th Workshop on Mining and Learning with Graphs, pp. 1-9.
-
(2010)
Proceedings of the 8th Workshop on Mining and Learning with Graphs
, pp. 1-9
-
-
Ahmed, N.1
Berchmans, F.2
Neville, J.3
Kompella, R.4
-
7
-
-
54249110594
-
Mixed membership stochastic blockmodels
-
Airoldi, E. M., Blei, D. M., Fienberg, S. E., & Xing, E. P. (2008). Mixed membership stochastic blockmodels. Journal of Machine Learning Research, 9, 1981-2014.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1981-2014
-
-
Airoldi, E.M.1
Blei, D.M.2
Fienberg, S.E.3
Xing, E.P.4
-
8
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19 (6), 716-723.
-
(1974)
IEEE Transactions on Automatic Control
, vol.19
, Issue.6
, pp. 716-723
-
-
Akaike, H.1
-
9
-
-
0033539175
-
Internet: Diameter of the world-wide web
-
Albert, R., Jeong, H., & Barabási, A. (1999). Internet: Diameter of the world-wide web. Nature, 401 (6749), 130-131.
-
(1999)
Nature
, vol.401
, Issue.6749
, pp. 130-131
-
-
Albert, R.1
Jeong, H.2
Barabási, A.3
-
10
-
-
0001119106
-
On representations of problems of reasoning about actions
-
Amarel, S. (1968). On representations of problems of reasoning about actions. Machine Intelligence, 3, 131-171.
-
(1968)
Machine Intelligence
, vol.3
, pp. 131-171
-
-
Amarel, S.1
-
14
-
-
35348848696
-
Wherefore art thou r3579x?: Anonymized social networks, hidden patterns, and structural steganography
-
Backstrom, L., Dwork, C., & Kleinberg, J. M. (2007). Wherefore art thou r3579x?: anonymized social networks, hidden patterns, and structural steganography. In Pro- ceedings of the 16th International World Wide Web Conference, pp. 181-190.
-
(2007)
Proceedings of the 16th International World Wide Web Conference
, pp. 181-190
-
-
Backstrom, L.1
Dwork, C.2
Kleinberg, J.M.3
-
16
-
-
0038483826
-
Emergence of scaling in random networks
-
Barabási, A., & Albert, R. (1999). Emergence of scaling in random networks. Science, 286 (5439), 509-512.
-
(1999)
Science
, vol.286
, Issue.5439
, pp. 509-512
-
-
Barabási, A.1
Albert, R.2
-
17
-
-
44649171274
-
Linked: The new science of networks
-
Barabási, A., & Crandall, R. (2003). Linked: The new science of networks. American journal of Physics, 71 (4), 409-410.
-
(2003)
American Journal of Physics
, vol.71
, Issue.4
, pp. 409-410
-
-
Barabási, A.1
Crandall, R.2
-
19
-
-
24744435534
-
Kernel methods for predicting protein-protein interactions
-
Ben-Hur, A., & Noble, W. (2005). Kernel methods for predicting protein-protein interactions. Bioinformatics, 21 (Suppl. 1), 38-46.
-
(2005)
Bioinformatics
, vol.21
, Issue.SUPPL. 1
, pp. 38-46
-
-
Ben-Hur, A.1
Noble, W.2
-
20
-
-
84876950094
-
Spamrank-fully automatic link spam detection
-
Benczúr, A., Csalogány, K., Sarlós, T., & Uher, M. (2005). Spamrank-fully automatic link spam detection. In Adversarial Information Retrieval on the Web, pp. 25-38.
-
(2005)
Adversarial Information Retrieval on the Web
, pp. 25-38
-
-
Benczúr, A.1
Csalogány, K.2
Sarlós, T.3
Uher, M.4
-
24
-
-
34248229658
-
Collective entity resolution in relational data
-
Bhattacharya, I., & Getoor, L. (2007). Collective entity resolution in relational data. Transactions on Knowledge Discovery from Data, 1 (1), 1-36.
-
(2007)
Transactions on Knowledge Discovery from Data
, vol.1
, Issue.1
, pp. 1-36
-
-
Bhattacharya, I.1
Getoor, L.2
-
25
-
-
52449126222
-
Discriminative structure learning of Markov logic networks
-
Biba, M., Ferilli, S., & Esposito, F. (2008). Discriminative structure learning of Markov logic networks. Inductive Logic Programming, 5194, 59-76.
-
(2008)
Inductive Logic Programming
, vol.5194
, pp. 59-76
-
-
Biba, M.1
Ferilli, S.2
Esposito, F.3
-
27
-
-
49549123786
-
Combining collective classification and link prediction
-
Bilgic, M., Namata, G. M., & Getoor, L. (2007). Combining collective classification and link prediction. In Proceedings of the 7th IEEE International Conference on Data Mining Workshops, pp. 381-386.
-
(2007)
Proceedings of the 7th IEEE International Conference on Data Mining Workshops
, pp. 381-386
-
-
Bilgic, M.1
Namata, G.M.2
Getoor, L.3
-
28
-
-
0141607824
-
Latent dirichlet allocation
-
Blei, D., Ng, A., & Jordan, M. (2003). Latent Dirichlet allocation. Journal of Machine Learning Research, 3, 993-1022.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
29
-
-
52449116403
-
A correlated topic model of science
-
Blei, D., & Lafferty, J. (2007). A correlated topic model of science. The Annals of Applied Statistics, 1 (1), 17-35.
-
(2007)
The Annals of Applied Statistics
, vol.1
, Issue.1
, pp. 17-35
-
-
Blei, D.1
Lafferty, J.2
-
30
-
-
0042761757
-
Eigenvector-like measures of centrality for asymmetric relations
-
Bonacich, P., & Lloyd, P. (2001). Eigenvector-like measures of centrality for asymmetric relations. Social Networks, 23 (3), 191-201.
-
(2001)
Social Networks
, vol.23
, Issue.3
, pp. 191-201
-
-
Bonacich, P.1
Lloyd, P.2
-
32
-
-
84990669544
-
Maximum hitting time for random walks on graphs
-
Brightwell, G., & Winkler, P. (1990). Maximum hitting time for random walks on graphs. Random Structures & Algorithms, 1 (3), 263-276.
-
(1990)
Random Structures & Algorithms
, vol.1
, Issue.3
, pp. 263-276
-
-
Brightwell, G.1
Winkler, P.2
-
33
-
-
0033721503
-
Graph structure in the web
-
Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A., & Wiener, J. (2000). Graph structure in the web. Computer networks, 33 (1-6), 309-320.
-
(2000)
Computer Networks
, vol.33
, Issue.1-6
, pp. 309-320
-
-
Broder, A.1
Kumar, R.2
Maghoul, F.3
Raghavan, P.4
Rajagopalan, S.5
Stata, R.6
Tomkins, A.7
Wiener, J.8
-
34
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges, C. (1998). A tutorial on support vector machines for pattern recognition. Data mining and knowledge discovery, 2 (2), 121-167.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.1
-
35
-
-
84859197607
-
Webtables: Exploring the power of tables on the web
-
Cafarella, M. J., Wu, E., Halevy, A., Zhang, Y., &Wang, D. Z. (2008). Webtables: Exploring the power of tables on the web. In Proceedings of VLDB, pp. 538-549.
-
(2008)
Proceedings of VLDB
, pp. 538-549
-
-
Cafarella, M.J.1
Wu, E.2
Halevy, A.3
Zhang, Y.4
Wang, D.Z.5
-
36
-
-
0011822339
-
Robust patterns in food web structure
-
1-4
-
Camacho, J., Guimera, R., & Nunes Amaral, L. (2002). Robust patterns in food web structure. Physical Review Letters, 88 (22), 228102: 1-4.
-
(2002)
Physical Review Letters
, vol.88
, Issue.22
, pp. 228102
-
-
Camacho, J.1
Guimera, R.2
Nunes Amaral, L.3
-
37
-
-
0032090684
-
Enhanced hypertext categorization using hyperlinks
-
Chakrabarti, S., Dom, B., & Indyk, P. (1998). Enhanced hypertext categorization using hyperlinks. In Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 307-318.
-
(1998)
Proceedings of the ACM SIGMOD International Conference on Management of Data
, pp. 307-318
-
-
Chakrabarti, S.1
Dom, B.2
Indyk, P.3
-
38
-
-
20444410138
-
Automatic resource compilation by analyzing hyperlink structure and associated text
-
Chakrabarti, S., Dom, B., Raghavan, P., Rajagopalan, S., Gibson, D., & Kleinberg, J. (1998). Automatic resource compilation by analyzing hyperlink structure and associated text. Computer Networks and ISDN Systems, 30 (1-7), 65-74.
-
(1998)
Computer Networks and ISDN Systems
, vol.30
, Issue.1-7
, pp. 65-74
-
-
Chakrabarti, S.1
Dom, B.2
Raghavan, P.3
Rajagopalan, S.4
Gibson, D.5
Kleinberg, J.6
-
40
-
-
70350683540
-
Connections between the lines: Augmenting social networks with text
-
Chang, J., Boyd-Graber, J., & Blei, D. (2009). Connections between the lines: augmenting social networks with text. In Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 169-178.
-
(2009)
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 169-178
-
-
Chang, J.1
Boyd-Graber, J.2
Blei, D.3
-
41
-
-
43049151837
-
Hierarchical structure and the prediction of missing links in networks
-
Clauset, A., Moore, C., & Newman, M. (2008). Hierarchical structure and the prediction of missing links in networks. Nature, 453 (7191), 98-101.
-
(2008)
Nature
, vol.453
, Issue.7191
, pp. 98-101
-
-
Clauset, A.1
Moore, C.2
Newman, M.3
-
43
-
-
17444392177
-
The missing link - A probabilistic model of document content and hypertext connectivity
-
Cohn, D., & Hofmann, T. (2001). The missing link-a probabilistic model of document content and hypertext connectivity. Advances in Neural Information Processing Systems, 13, 430-436.
-
(2001)
Advances in Neural Information Processing Systems
, vol.13
, pp. 430-436
-
-
Cohn, D.1
Hofmann, T.2
-
45
-
-
0034172483
-
Learning to construct knowledge bases from theWorld WideWeb
-
Craven, M., DiPasquo, D., Freitag, D., McCallum, A., Mitchell, T., Nigam, K., & Slattery, S. (2000). Learning to construct knowledge bases from theWorld WideWeb. Artificial Intelligence, 118 (1-2), 69-113.
-
(2000)
Artificial Intelligence
, vol.118
, Issue.1-2
, pp. 69-113
-
-
Craven, M.1
DiPasquo, D.2
Freitag, D.3
McCallum, A.4
Mitchell, T.5
Nigam, K.6
Slattery, S.7
-
47
-
-
0013326060
-
Feature selection for classification
-
Dash, M., & Liu, H. (1997). Feature selection for classification. Intelligent data analysis, 1 (3), 131-156.
-
(1997)
Intelligent Data Analysis
, vol.1
, Issue.3
, pp. 131-156
-
-
Dash, M.1
Liu, H.2
-
48
-
-
33646424350
-
An integrated approach to learning Bayesian networks of rules
-
Davis, J., Burnside, E., Castro Dutra, I., Page, D., & Costa, V. (2005). An integrated approach to learning Bayesian networks of rules. In Proceedings of the European Conference on Machine Learning, pp. 84-95.
-
(2005)
Proceedings of the European Conference on Machine Learning
, pp. 84-95
-
-
Davis, J.1
Burnside, E.2
Castro Dutra, I.3
Page, D.4
Costa, V.5
-
49
-
-
84880880885
-
Change of representation for statistical relational learning
-
Davis, J., Ong, I., Struyf, J., Burnside, E., Page, D., & Costa, V. S. (2007). Change of representation for statistical relational learning. In Proceedings of the 20th International Joint Conference on Artificial Intelligence, pp. 2719-2725.
-
(2007)
Proceedings of the 20th International Joint Conference on Artificial Intelligence
, pp. 2719-2725
-
-
Davis, J.1
Ong, I.2
Struyf, J.3
Burnside, E.4
Page, D.5
Costa, V.S.6
-
53
-
-
84989525001
-
Indexing by latent semantic analysis
-
Deerwester, S., Dumais, S. T., Furnas, G. W., Landauer, T. K., & Harshman, R. (1990). Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41, 391-407.
-
(1990)
Journal of the American Society for Information Science
, vol.41
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.T.2
Furnas, G.W.3
Landauer, T.K.4
Harshman, R.5
-
54
-
-
24344484786
-
Frequent substructurebased approaches for classifying chemical compounds
-
Deshpande, M., Kuramochi, M., Wale, N., & Karypis, G. (2005). Frequent substructurebased approaches for classifying chemical compounds. IEEE Transactions on Knowledge and Data Engineering, 13, 1036-1050.
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.13
, pp. 1036-1050
-
-
Deshpande, M.1
Kuramochi, M.2
Wale, N.3
Karypis, G.4
-
56
-
-
34547982726
-
Unsupervised prediction of citation inuences
-
Dietz, L., Bickel, S., & Scheffer, T. (2007). Unsupervised prediction of citation inuences. In Proceedings of the 24th International Conference on Machine Learning, pp. 233-240.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
, pp. 233-240
-
-
Dietz, L.1
Bickel, S.2
Scheffer, T.3
-
59
-
-
0036789926
-
Food-web structure and network theory: The role of connectance and size
-
Dunne, J., Williams, R., & Martinez, N. (2002). Food-web structure and network theory: the role of connectance and size. Proceedings of the National Academy of Sciences of the United States of America, 99 (20), 12917.
-
(2002)
Proceedings of the National Academy of Sciences of the United States of America
, vol.99
, Issue.20
, pp. 12917
-
-
Dunne, J.1
Williams, R.2
Martinez, N.3
-
61
-
-
0000802374
-
The approximation of one matrix by another of lower rank
-
Eckart, C., & Young, G. (1936). The approximation of one matrix by another of lower rank. Psychometrika, 1 (3), 211-218.
-
(1936)
Psychometrika
, vol.1
, Issue.3
, pp. 211-218
-
-
Eckart, C.1
Young, G.2
-
63
-
-
1842637512
-
Mixed-membership models of scientific publications
-
Erosheva, E., Fienberg, S., & Lafferty, J. (2004). Mixed-membership models of scientific publications. Proceedings of the National Academy of Sciences of the United States of America, 101 (Suppl 1), 5220.
-
(2004)
Proceedings of the National Academy of Sciences of the United States of America
, vol.101
, Issue.SUPPL. 1
, pp. 5220
-
-
Erosheva, E.1
Fienberg, S.2
Lafferty, J.3
-
64
-
-
85013266471
-
Cooccurrence smoothing for stochastic language modeling
-
Essen, U., & Steinbiss, V. (1992). Cooccurrence smoothing for stochastic language modeling. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pp. 161-164.
-
(1992)
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing
, pp. 161-164
-
-
Essen, U.1
Steinbiss, V.2
-
65
-
-
0033204106
-
On power-law relationships of the internet topology
-
Faloutsos, M., Faloutsos, P., & Faloutsos, C. (1999). On power-law relationships of the internet topology. In Proceedings of the ACM SIGCOMM International Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, pp. 251-262.
-
(1999)
Proceedings of the ACM SIGCOMM International Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
, pp. 251-262
-
-
Faloutsos, M.1
Faloutsos, P.2
Faloutsos, C.3
-
68
-
-
58449117904
-
A method for multi-relational classi-cation using single and multi-feature aggregation functions
-
Frank, R., Moser, F., & Ester, M. (2007). A method for multi-relational classi-cation using single and multi-feature aggregation functions. Proceedings of the Principles and Practice of Knowledge Discovery in Databases, 1, 430-437.
-
(2007)
Proceedings of the Principles and Practice of Knowledge Discovery in Databases
, vol.1
, pp. 430-437
-
-
Frank, R.1
Moser, F.2
Ester, M.3
-
69
-
-
84865730611
-
A set of measures of centrality based on betweenness
-
Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40, 35-41.
-
(1977)
Sociometry
, vol.40
, pp. 35-41
-
-
Freeman, L.C.1
-
70
-
-
0035470889
-
Greedy function approximation: A gradient boosting machine
-
Friedman, J. (2001). Greedy function approximation: A gradient boosting machine.. The Annals of Statistics, 29 (5), 1189-1232.
-
(2001)
The Annals of Statistics
, vol.29
, Issue.5
, pp. 1189-1232
-
-
Friedman, J.1
-
71
-
-
84880688943
-
Learning probabilistic relational models
-
Springer-Verlag
-
Friedman, N., Getoor, L., Koller, D., & Pfeffer, A. (1999). Learning probabilistic relational models. In Proceedings of the 16th International Joint Conference on Artificial Intelligence, pp. 1300-1309. Springer-Verlag.
-
(1999)
Proceedings of the 16th International Joint Conference on Artificial Intelligence
, pp. 1300-1309
-
-
Friedman, N.1
Getoor, L.2
Koller, D.3
Pfeffer, A.4
-
72
-
-
65449133627
-
Using ghost edges for classification in sparsely labeled networks
-
Gallagher, B., Tong, H., Eliassi-Rad, T., & Faloutsos, C. (2t008). Using ghost edges for classification in sparsely labeled networks. In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 256-264.
-
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 256-264
-
-
Gallagher, B.1
Tong, H.2
Eliassi-Rad, T.3
Faloutsos, C.4
-
73
-
-
4444231365
-
A survey of kernels for structured data
-
Gärtner, T. (2003). A survey of kernels for structured data. ACM SIGKDD Explorations Newsletter, 5 (1), 49-58.
-
(2003)
ACM SIGKDD Explorations Newsletter
, vol.5
, Issue.1
, pp. 49-58
-
-
Gärtner, T.1
-
75
-
-
0141496151
-
Learning probabilistic models of link structure
-
Getoor, L., Friedman, N., Koller, D., & Taskar, B. (2003). Learning probabilistic models of link structure. Journal of Machine Learning Research, 3, 679-707.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 679-707
-
-
Getoor, L.1
Friedman, N.2
Koller, D.3
Taskar, B.4
-
78
-
-
16344373871
-
Learning probabilistic models of relational structure
-
Getoor, L., Friedman, N., Koller, D., & Taskar, B. (2001). Learning probabilistic models of relational structure. In Proceedings of International Conference on Machine Learning, pp. 170-177.
-
(2001)
Proceedings of International Conference on Machine Learning
, pp. 170-177
-
-
Getoor, L.1
Friedman, N.2
Koller, D.3
Taskar, B.4
-
79
-
-
0031617713
-
Inferring web communities from link topology
-
Gibson, D., Kleinberg, J., & Raghavan, P. (1998). Inferring web communities from link topology. In Proceedings of the 9th ACM Conference on Hypertext and Hypermedia, pp. 225-234.
-
(1998)
Proceedings of the 9th ACM Conference on Hypertext and Hypermedia
, pp. 225-234
-
-
Gibson, D.1
Kleinberg, J.2
Raghavan, P.3
-
81
-
-
0037062448
-
Community structure in social and biological networks
-
Girvan, M., & Newman, E. J. (2002). Community structure in social and biological networks. Proceedings of the National Academy of Sciences, 99 (12), 7821-7826.
-
(2002)
Proceedings of the National Academy of Sciences
, vol.99
, Issue.12
, pp. 7821-7826
-
-
Girvan, M.1
Newman, E.J.2
-
83
-
-
0009989570
-
Random walks on graphs
-
Göbel, F., & Jagers, A. (1974). Random walks on graphs. Stochastic processes and their applications, 2 (4), 311-336.
-
(1974)
Stochastic Processes and their Applications
, vol.2
, Issue.4
, pp. 311-336
-
-
Göbel, F.1
Jagers, A.2
-
85
-
-
33747738463
-
Singular value decomposition and least squares solutions
-
Golub, G., & Reinsch, C. (1970). Singular value decomposition and least squares solutions. Numerische Mathematik, 14 (5), 403-420.
-
(1970)
Numerische Mathematik
, vol.14
, Issue.5
, pp. 403-420
-
-
Golub, G.1
Reinsch, C.2
-
86
-
-
84985407431
-
Latitudinal variation in associations of planktonic Rotifera
-
Green, J. (1972). Latitudinal variation in associations of planktonic Rotifera. Journal of zoology, 167 (1), 31-39.
-
(1972)
Journal of Zoology
, vol.167
, Issue.1
, pp. 31-39
-
-
Green, J.1
-
87
-
-
77956221485
-
Latent topic models for hypertext
-
Gruber, A., Rosen-Zvi, M., & Weiss, Y. (2008). Latent topic models for hypertext. In Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, pp. 230- 239.
-
(2008)
Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence
, pp. 230-239
-
-
Gruber, A.1
Rosen-Zvi, M.2
Weiss, Y.3
-
89
-
-
85131818719
-
Combating web spam with trustrank
-
Gyongyi, Z., Garcia-Molina, H., & Pedersen, J. (2004). Combating web spam with trustrank. In Proceedings of VLDB, pp. 576-587.
-
(2004)
Proceedings of VLDB
, pp. 576-587
-
-
Gyongyi, Z.1
Garcia-Molina, H.2
Pedersen, J.3
-
90
-
-
0000263475
-
The determination of the order of an autoregression
-
Hannan, E., & Quinn, B. (1979). The determination of the order of an autoregression. Journal of the Royal Statistical Society. Series B (Methodological), 41, 190-195.
-
(1979)
Journal of the Royal Statistical Society, Series B (Methodological)
, vol.41
, pp. 190-195
-
-
Hannan, E.1
Quinn, B.2
-
91
-
-
0002740437
-
Foundations of the PARAFAC procedure: Models and conditions for an explanatory multi-modal factor analysis
-
Harshman, R. (1970). Foundations of the PARAFAC procedure: Models and conditions for an explanatory multi-modal factor analysis. UCLA Working Papers in Phonetics, 16 (1), 84.
-
(1970)
UCLA Working Papers in Phonetics
, vol.16
, Issue.1
, pp. 84
-
-
Harshman, R.1
-
92
-
-
0001138328
-
A k-means clustering algorithm
-
Hartigan, J., & Wong, M. (1979). A k-means clustering algorithm. Journal of the Royal Statistical Society. Series C, Applied statistics, 28, 100-108.
-
(1979)
Journal of the Royal Statistical Society, Series C, Applied Statistics
, vol.28
, pp. 100-108
-
-
Hartigan, J.1
Wong, M.2
-
93
-
-
77951186046
-
Link prediction using supervised learning
-
Hasan, M. A., Chaoji, V., Salem, S., & Zaki, M. (2006). Link prediction using supervised learning. In Proceedings of the SDM Workshop on Link Analysis, Counterterrorism and Security.
-
(2006)
Proceedings of the SDM Workshop on Link Analysis, Counterterrorism and Security
-
-
Hasan, M.A.1
Chaoji, V.2
Salem, S.3
Zaki, M.4
-
94
-
-
0041848443
-
Topic-sensitive pagerank: A context-sensitive ranking algorithm for web search
-
Haveliwala, T. (2003). Topic-sensitive pagerank: A context-sensitive ranking algorithm for web search. IEEE transactions on knowledge and data engineering, 15, 784-796.
-
(2003)
IEEE Transactions on Knowledge and Data Engineering
, vol.15
, pp. 784-796
-
-
Haveliwala, T.1
-
95
-
-
84859194833
-
Resisting structural reidentification in anonymized social networks
-
Hay, M., Miklau, G., Jensen, D., Towsley, D., & Weis, P. (2008). Resisting structural reidentification in anonymized social networks. In Proceedings of VLDB, pp. 102-114.
-
(2008)
Proceedings of VLDB
, pp. 102-114
-
-
Hay, M.1
Miklau, G.2
Jensen, D.3
Towsley, D.4
Weis, P.5
-
97
-
-
80052674771
-
It's who you know: Graph mining using recursive structural features
-
Henderson, K., Gallagher, B., Li, L., Akoglu, L., Eliassi-Rad, T., Tong, H., & Faloutsos, C. (2011). It's Who You Know: Graph Mining Using Recursive Structural Features. In Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1-10.
-
(2011)
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 1-10
-
-
Henderson, K.1
Gallagher, B.2
Li, L.3
Akoglu, L.4
Eliassi-Rad, T.5
Tong, H.6
Faloutsos, C.7
-
98
-
-
33749672582
-
Building an effective representation for dynamic networks
-
Hill, S., Agarwal, D., Bell, R., & Volinsky, C. (2006). Building an effective representation for dynamic networks. Journal of Computational and Graphical Statistics, 15 (3), 584-608.
-
(2006)
Journal of Computational and Graphical Statistics
, vol.15
, Issue.3
, pp. 584-608
-
-
Hill, S.1
Agarwal, D.2
Bell, R.3
Volinsky, C.4
-
99
-
-
0036967824
-
Latent space approaches to social network analysis
-
Hoff, P., Raftery, A., & Handcock, M. (2002). Latent space approaches to social network analysis. Journal of the American Statistical Association, 97 (460), 1090-1098.
-
(2002)
Journal of the American Statistical Association
, vol.97
, Issue.460
, pp. 1090-1098
-
-
Hoff, P.1
Raftery, A.2
Handcock, M.3
-
103
-
-
84974733299
-
An apriori-based algorithm for mining frequent substructures from graph data
-
Inokuchi, A., Washio, T., & Motoda, H. (2000). An apriori-based algorithm for mining frequent substructures from graph data. In Principles of Data Mining and Knowledge Discovery, pp. 13-23.
-
(2000)
Principles of Data Mining and Knowledge Discovery
, pp. 13-23
-
-
Inokuchi, A.1
Washio, T.2
Motoda, H.3
-
106
-
-
0031078007
-
Feature selection: Evaluation, application, and small sample performance
-
Jain, A., & Zongker, D. (1997). Feature selection: Evaluation, application, and small sample performance. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19 (2), 153-158.
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.2
, pp. 153-158
-
-
Jain, A.1
Zongker, D.2
-
109
-
-
12244297396
-
Why collective inference improves relational classification
-
Jensen, D., Neville, J., & Gallagher, B. (2004). Why collective inference improves relational classification. In Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 593-598.
-
(2004)
Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 593-598
-
-
Jensen, D.1
Neville, J.2
Gallagher, B.3
-
110
-
-
1942517008
-
Avoiding bias when aggregating relational data with degree disparity
-
Jensen, D., Neville, J., & Hay, M. (2003). Avoiding bias when aggregating relational data with degree disparity. In Proceedings of the 20th International Conference on Machine Learning, pp. 274-281.
-
(2003)
Proceedings of the 20th International Conference on Machine Learning
, pp. 274-281
-
-
Jensen, D.1
Neville, J.2
Hay, M.3
-
111
-
-
65449130495
-
Automatic identification of quasiexperimental designs for discovering causal knowledge
-
Jensen, D., Fast, A., Taylor, B., & Maier, M. (2008). Automatic identification of quasiexperimental designs for discovering causal knowledge. In Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 372-380.
-
(2008)
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 372-380
-
-
Jensen, D.1
Fast, A.2
Taylor, B.3
Maier, M.4
-
112
-
-
0035799707
-
Lethality and centrality in protein networks
-
Jeong, H., Mason, S., Barabási, A., & Oltvai, Z. (2001). Lethality and centrality in protein networks. Nature, 411 (6833), 41-42.
-
(2001)
Nature
, vol.411
, Issue.6833
, pp. 41-42
-
-
Jeong, H.1
Mason, S.2
Barabási, A.3
Oltvai, Z.4
-
113
-
-
0034609791
-
The large-scale organization of metabolic networks
-
Jeong, H., Tombor, B., Albert, R., Oltvai, Z., & Barabási, A. (2000). The large-scale organization of metabolic networks. Nature, 407 (6804), 651-654.
-
(2000)
Nature
, vol.407
, Issue.6804
, pp. 651-654
-
-
Jeong, H.1
Tombor, B.2
Albert, R.3
Oltvai, Z.4
Barabási, A.5
-
114
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
Joachims, T. (1998). Text categorization with support vector machines: Learning with many relevant features. In Proceedings of the European Conference on Machine Learning, pp. 137-142.
-
(1998)
Proceedings of the European Conference on Machine Learning
, pp. 137-142
-
-
Joachims, T.1
-
115
-
-
0014129195
-
Hierarchical clustering schemes
-
Johnson, S. (1967). Hierarchical clustering schemes. Psychometrika, 32 (3), 241-254.
-
(1967)
Psychometrika
, vol.32
, Issue.3
, pp. 241-254
-
-
Johnson, S.1
-
117
-
-
84880821479
-
Spectral learning
-
Kamvar, S., Klein, D., & Manning, C. (2003). Spectral learning. In Proceedings of the 18th International Joint Conference On Artificial Intelligence, pp. 561-566.
-
(2003)
Proceedings of the 18th International Joint Conference on Artificial Intelligence
, pp. 561-566
-
-
Kamvar, S.1
Klein, D.2
Manning, C.3
-
119
-
-
0002827622
-
A new status index derived from sociometric analysis
-
Katz, L. (1953). A new status index derived from sociometric analysis. Psychometrika, 18 (1), 39-43.
-
(1953)
Psychometrika
, vol.18
, Issue.1
, pp. 39-43
-
-
Katz, L.1
-
120
-
-
58449085819
-
Aggregation in confidence-based concept discovery for multi-relational data mining
-
Kavurucu, Y., Senkul, P., & Toroslu, I. (2008). Aggregation in confidence-based concept discovery for multi-relational data mining. In Proceedings of IADIS European Conference on Data Mining, pp. 43-52.
-
(2008)
Proceedings of IADIS European Conference on Data Mining
, pp. 43-52
-
-
Kavurucu, Y.1
Senkul, P.2
Toroslu, I.3
-
122
-
-
40249105911
-
Relational sequence learning
-
Kersting, K., De Raedt, L., Gutmann, B., Karwath, A., & Landwehr, N. (2008). Relational sequence learning. Probabilistic inductive logic programming, 4911, 28-55.
-
(2008)
Probabilistic Inductive Logic Programming
, vol.4911
, pp. 28-55
-
-
Kersting, K.1
De Raedt, L.2
Gutmann, B.3
Karwath, A.4
Landwehr, N.5
-
123
-
-
77958615695
-
Structure learning for markov logic networks with many descriptive attributes
-
Khosravi, H., Tong Man, O., Xu, X., & Bina, B. (2010). Structure learning for markov logic networks with many descriptive attributes. In Proceedings of the 24th Conference on Artificial Intelligence, pp. 487-493.
-
(2010)
Proceedings of the 24th Conference on Artificial Intelligence
, pp. 487-493
-
-
Khosravi, H.1
Tong Man, O.2
Xu, X.3
Bina, B.4
-
124
-
-
84857184874
-
Learning markov logic networks via functional gradient boosting
-
IEEE
-
Khot, T., Natarajan, S., Kersting, K., & Shavlik, J. (2011). Learning markov logic networks via functional gradient boosting. In Data Mining (ICDM), 2011 IEEE 11th International Conference on, pp. 320-329. IEEE.
-
(2011)
Data Mining (ICDM), 2011 IEEE 11th International Conference on
, pp. 320-329
-
-
Khot, T.1
Natarajan, S.2
Kersting, K.3
Shavlik, J.4
-
126
-
-
0033345706
-
Mean-field-type equations for spread of epidemics: The small world'model
-
Kleczkowski, A., & Grenfell, B. (1999). Mean-field-type equations for spread of epidemics: the small world'model. Physica A: Statistical Mechanics and its Applications, 274 (1- 2), 355-360.
-
(1999)
Physica A: Statistical Mechanics and its Applications
, vol.274
, Issue.1-2
, pp. 355-360
-
-
Kleczkowski, A.1
Grenfell, B.2
-
127
-
-
4243148480
-
Authoritative sources in a hyperlinked environment
-
Kleinberg, J. (1999). Authoritative sources in a hyperlinked environment. Journal of the ACM, 46 (5), 604-632.
-
(1999)
Journal of the ACM
, vol.46
, Issue.5
, pp. 604-632
-
-
Kleinberg, J.1
-
128
-
-
77957598536
-
Involving aggregate functions in multirelational search
-
Knobbe, A., Siebes, A., & Marseille, B. (2002). Involving aggregate functions in multirelational search. In Principles of Data Mining and Knowledge Discovery, pp. 145- 168.
-
(2002)
Principles of Data Mining and Knowledge Discovery
, pp. 145-168
-
-
Knobbe, A.1
Siebes, A.2
Marseille, B.3
-
129
-
-
0031381525
-
Wrappers for feature subset selection
-
Kohavi, R., & John, G. (1997). Wrappers for feature subset selection. Artificial intelligence, 97 (1-2), 273-324.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.2
-
130
-
-
0025489075
-
The self-organizing map
-
Kohonen, T. (1990). The self-organizing map. Proceedings of the IEEE, 78 (9), 1464-1480.
-
(1990)
Proceedings of the IEEE
, vol.78
, Issue.9
, pp. 1464-1480
-
-
Kohonen, T.1
-
136
-
-
33646724672
-
Higher-order web link analysis using multilinear algebra
-
Kolda, T. G., Bader, B. W., & Kenny, J. P. (2005). Higher-order web link analysis using multilinear algebra. In Proceedings of the IEEE International Conference on Data Mining, pp. 242-249.
-
(2005)
Proceedings of the IEEE International Conference on Data Mining
, pp. 242-249
-
-
Kolda, T.G.1
Bader, B.W.2
Kenny, J.P.3
-
141
-
-
37049002016
-
Measuring and extracting proximity graphs in networks
-
12:1- 12:30
-
Koren, Y., North, S., & Volinsky, C. (2007). Measuring and extracting proximity graphs in networks. Transactions on Knowledge Discovery from Data (TKDD), 1 (3), 12:1- 12:30.
-
(2007)
Transactions on Knowledge Discovery from Data (TKDD)
, vol.1
, Issue.3
-
-
Koren, Y.1
North, S.2
Volinsky, C.3
-
142
-
-
0001781295
-
Web mining research: A survey
-
Kosala, R., & Blockeel, H. (2000). Web Mining Research: A Survey. ACM SIGKDD Explorations Newsletter, 2 (1), 1-15.
-
(2000)
ACM SIGKDD Explorations Newsletter
, vol.2
, Issue.1
, pp. 1-15
-
-
Kosala, R.1
Blockeel, H.2
-
143
-
-
65449153304
-
The structure of information pathways in a social communication network
-
Kossinets, G., Kleinberg, J., &Watts, D. (2008). The structure of information pathways in a social communication network. In Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 435-443.
-
(2008)
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 435-443
-
-
Kossinets, G.1
Kleinberg, J.2
Watts, D.3
-
145
-
-
0038401985
-
Mapping networks of terrorist cells
-
Krebs, V. (2002). Mapping networks of terrorist cells. Connections, 24 (3), 43-52.
-
(2002)
Connections
, vol.24
, Issue.3
, pp. 43-52
-
-
Krebs, V.1
-
146
-
-
84937420049
-
Transformation-based learning using multirelational aggregation
-
Krogel, M., & Wrobel, S. (2001). Transformation-based learning using multirelational aggregation. Inductive logic programming, 2157, 142-155.
-
(2001)
Inductive Logic Programming
, vol.2157
, pp. 142-155
-
-
Krogel, M.1
Wrobel, S.2
-
147
-
-
0036932308
-
Stochastic link and group detection
-
Kubica, J., Moore, A., Schneider, J., & Yang, Y. (2002). Stochastic link and group detection. In Proceedings of the 18th AAAI Conference on Artificial Intelligence, pp. 798-806.
-
(2002)
Proceedings of the 18th AAAI Conference on Artificial Intelligence
, pp. 798-806
-
-
Kubica, J.1
Moore, A.2
Schneider, J.3
Yang, Y.4
-
148
-
-
0142192295
-
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
-
Lafferty, J., McCallum, A., & Pereira, F. (2001). Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of the 18th International Conference on Machine Learning, pp. 282-289.
-
(2001)
Proceedings of the 18th International Conference on Machine Learning
, pp. 282-289
-
-
Lafferty, J.1
McCallum, A.2
Pereira, F.3
-
149
-
-
84875187877
-
NFOIL: Integrating native bayes and FOIL
-
Landwehr, N., Kersting, K., & De Raedt, L. (2005). nFOIL: Integrating native bayes and FOIL. In Proceedings of the 20th AAAI Conference on Artificial Intelligence, pp. 275-282.
-
(2005)
Proceedings of the 20th AAAI Conference on Artificial Intelligence
, pp. 275-282
-
-
Landwehr, N.1
Kersting, K.2
De Raedt, L.3
-
150
-
-
80053138684
-
Fast learning of relational kernels
-
Landwehr, N., Passerini, A., De Raedt, L., & Frasconi, P. (2010). Fast learning of relational kernels. Machine learning, 78 (3), 305-342.
-
(2010)
Machine Learning
, vol.78
, Issue.3
, pp. 305-342
-
-
Landwehr, N.1
Passerini, A.2
De Raedt, L.3
Frasconi, P.4
-
151
-
-
17444429623
-
A survey of eigenvector methods for web information retrieval
-
Langville, A., & Meyer, C. (2005). A Survey of Eigenvector Methods for Web Information Retrieval. SIAM Review, 47 (1), 135-161.
-
(2005)
SIAM Review
, vol.47
, Issue.1
, pp. 135-161
-
-
Langville, A.1
Meyer, C.2
-
152
-
-
48249124580
-
Ranking links on the web: Search and surf engines
-
Lassez, J.-L., Rossi, R., & Jeev, K. (2008). Ranking links on the web: Search and surf engines. In IEA/AIE, pp. 199-208.
-
(2008)
IEA/AIE
, pp. 199-208
-
-
Lassez, J.-L.1
Rossi, R.2
Jeev, K.3
-
154
-
-
33344464122
-
Vertex similarity in networks
-
Leicht, E., Holme, P., & Newman, M. (2006). Vertex similarity in networks. Physical Review E, 73 (2), 026120.
-
(2006)
Physical Review E
, vol.73
, Issue.2
, pp. 026120
-
-
Leicht, E.1
Holme, P.2
Newman, M.3
-
155
-
-
84856611461
-
Mrdtl: A multi-relational decision tree learning algorithm
-
Leiva, H. A., Gadia, S., & Dobbs, D. (2002). Mrdtl: A multi-relational decision tree learning algorithm. In Proceedings of the 13th International Conference on Inductive Logic Programming, pp. 38-56.
-
(2002)
Proceedings of the 13th International Conference on Inductive Logic Programming
, pp. 38-56
-
-
Leiva, H.A.1
Gadia, S.2
Dobbs, D.3
-
156
-
-
0033717337
-
The stochastic approach for link-structure analysis (SALSA) and the TKC effect
-
Lempel, R., & Moran, S. (2000). The stochastic approach for link-structure analysis (SALSA) and the TKC effect. Computer Networks, 33 (1-6), 387-401.
-
(2000)
Computer Networks
, vol.33
, Issue.1-6
, pp. 387-401
-
-
Lempel, R.1
Moran, S.2
-
157
-
-
77949501427
-
Kronecker graphs: An approach to modeling networks
-
Leskovec, J., Chakrabarti, D., Kleinberg, J., Faloutsos, C., & Ghahramani, Z. (2010). Kronecker graphs: An approach to modeling networks. Journal of Machine Learning Research, 11, 985-1042.
-
(2010)
Journal of Machine Learning Research
, vol.11
, pp. 985-1042
-
-
Leskovec, J.1
Chakrabarti, D.2
Kleinberg, J.3
Faloutsos, C.4
Ghahramani, Z.5
-
158
-
-
77954580498
-
Predicting positive and negative links in online social networks
-
Leskovec, J., Huttenlocher, D., & Kleinberg, J. (2010). Predicting positive and negative links in online social networks. In Proceedings of the 19th International World Wide Web Conference, pp. 641-650.
-
(2010)
Proceedings of the 19th International World Wide Web Conference
, pp. 641-650
-
-
Leskovec, J.1
Huttenlocher, D.2
Kleinberg, J.3
-
159
-
-
1542271409
-
Predicting protein function from protein/protein interaction data: A probabilistic approach
-
Letovsky, S., & Kasif, S. (2003). Predicting protein function from protein/protein interaction data: a probabilistic approach. Bioinformatics, 19 (Suppl 1), i197.
-
(2003)
Bioinformatics
, vol.19
, Issue.SUPPL. 1
-
-
Letovsky, S.1
Kasif, S.2
-
161
-
-
34249751638
-
The link-prediction problem for social networks
-
Liben-Nowell, D., & Kleinberg, J. (2007). The link-prediction problem for social networks. Journal of the American Society for Information Science and Technology, 58 (7), 1019- 1031.
-
(2007)
Journal of the American Society for Information Science and Technology
, vol.58
, Issue.7
, pp. 1019-1031
-
-
Liben-Nowell, D.1
Kleinberg, J.2
-
162
-
-
77956192510
-
New perspectives and methods in link prediction
-
Lichtenwalter, R., Lussier, J., & Chawla, N. (2010). New Perspectives and Methods in Link Prediction. In Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 243-252.
-
(2010)
Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 243-252
-
-
Lichtenwalter, R.1
Lussier, J.2
Chawla, N.3
-
163
-
-
0034274591
-
A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
-
Lim, T., Loh, W., & Shih, Y. (2000). A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Machine Learning, 40 (3), 203-228.
-
(2000)
Machine Learning
, vol.40
, Issue.3
, pp. 203-228
-
-
Lim, T.1
Loh, W.2
Shih, Y.3
-
166
-
-
84875163198
-
Relational information gain
-
Lippi, M., Jaeger, M., Frasconi, P., & Passerini, A. (2009). Relational information gain. Machine Learning, 83 (2), 1-21.
-
(2009)
Machine Learning
, vol.83
, Issue.2
, pp. 1-21
-
-
Lippi, M.1
Jaeger, M.2
Frasconi, P.3
Passerini, A.4
-
168
-
-
79051470531
-
Link prediction based on local random walk
-
Liu, W., & Lü, L. (2010). Link prediction based on local random walk. Europhysics Letters, 89, 58007.
-
(2010)
Europhysics Letters
, vol.89
, pp. 58007
-
-
Liu, W.1
Lü, L.2
-
169
-
-
71149111201
-
Topic-link LDA: Joint models of topic and author community
-
Liu, Y., Niculescu-Mizil, A., & Gryc, W. (2009). Topic-link LDA: joint models of topic and author community. In Proceedings of the 26th International Conference on Machine Learning, pp. 665-672.
-
(2009)
Proceedings of the 26th International Conference on Machine Learning
, pp. 665-672
-
-
Liu, Y.1
Niculescu-Mizil, A.2
Gryc, W.3
-
170
-
-
36849020504
-
A probabilistic framework for relational clustering
-
Long, B., Zhang, Z., & Yu, P. (2007). A probabilistic framework for relational clustering. In Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 470-479.
-
(2007)
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 470-479
-
-
Long, B.1
Zhang, Z.2
Yu, P.3
-
171
-
-
33749235905
-
Spectral clustering for multi-type relational data
-
Long, B., Zhang, Z., Wu, X., & Yu, P. S. (2006). Spectral clustering for multi-type relational data. In Proceedings of the 23rd International Conference on Machine Learning, pp. 585-592.
-
(2006)
Proceedings of the 23rd International Conference on Machine Learning
, pp. 585-592
-
-
Long, B.1
Zhang, Z.2
Wu, X.3
Yu, P.S.4
-
172
-
-
77956217641
-
The topic-perspective model for social tagging systems
-
Lu, C., Hu, X., Chen, X., & ran Park, J. (2010). The Topic-Perspective Model for Social Tagging Systems. In Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 683-692.
-
(2010)
Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 683-692
-
-
Lu, C.1
Hu, X.2
Chen, X.3
Ran Park, J.4
-
175
-
-
34249102504
-
Classification in networked data: A toolkit and a univariate case study
-
Macskassy, S., & Provost, F. (2007). Classification in networked data: A toolkit and a univariate case study. Journal of Machine Learning Research, 8, 935-983.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 935-983
-
-
MacSkassy, S.1
Provost, F.2
-
177
-
-
70349943980
-
Simulated iterative classification a new learning procedure for graph labeling
-
Maes, F., Peters, S., Denoyer, L., & Gallinari, P. (2009). Simulated iterative classification a new learning procedure for graph labeling. Machine Learning and Knowledge Discovery in Databases, 5782, 47-62.
-
(2009)
Machine Learning and Knowledge Discovery in Databases
, vol.5782
, pp. 47-62
-
-
Maes, F.1
Peters, S.2
Denoyer, L.3
Gallinari, P.4
-
178
-
-
0033875451
-
Some comments on Cp
-
Mallows, C. (1973). Some comments on Cp. Technometrics, 42 (1), 87-94.
-
(1973)
Technometrics
, vol.42
, Issue.1
, pp. 87-94
-
-
Mallows, C.1
-
179
-
-
0037012880
-
Specificity and stability in topology of protein networks
-
Maslov, S., & Sneppen, K. (2002). Specificity and stability in topology of protein networks. Science, 296 (5569), 910-913.
-
(2002)
Science
, vol.296
, Issue.5569
, pp. 910-913
-
-
Maslov, S.1
Sneppen, K.2
-
180
-
-
0035689341
-
Infection dynamics on scale-free networks
-
May, R., & Lloyd, A. (2001). Infection dynamics on scale-free networks. Physical Review E, 64 (6), 66112.
-
(2001)
Physical Review E
, vol.64
, Issue.6
, pp. 66112
-
-
May, R.1
Lloyd, A.2
-
181
-
-
38349172091
-
Topic and role discovery in social networks with experiments on enron and academic email
-
McCallum, A., Wang, X., & Corrada-Emmanuel, A. (2007). Topic and role discovery in social networks with experiments on enron and academic email. In Journal of Artificial Intelligence Research, pp. 249-272.
-
(2007)
Journal of Artificial Intelligence Research
, pp. 249-272
-
-
McCallum, A.1
Wang, X.2
Corrada-Emmanuel, A.3
-
182
-
-
38049146447
-
Joint group and topic discovery from relations and text
-
Lecture Notes in Computer Science
-
McCallum, A., Wang, X., & Mohanty, N. (2007). Joint group and topic discovery from relations and text. In Statistical Network Analysis: Models, Issues and New Directions, Lecture Notes in Computer Science 4503, pp. 28-44.
-
(2007)
Statistical Network Analysis: Models, Issues and New Directions
, vol.4503
, pp. 28-44
-
-
McCallum, A.1
Wang, X.2
Mohanty, N.3
-
183
-
-
75249087898
-
Cautious collective classification
-
McDowell, L., Gupta, K., & Aha, D. (2009). Cautious collective classification. Journal of Machine Learning Research, 10, 2777-2836.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 2777-2836
-
-
McDowell, L.1
Gupta, K.2
Aha, D.3
-
186
-
-
33750741792
-
Exploiting relational structure to understand publication patterns in highenergy physics
-
McGovern, A., Friedland, L., Hay, M., Gallagher, B., Fast, A., Neville, J., & Jensen, D. (2003). Exploiting relational structure to understand publication patterns in highenergy physics. SIGKDD Explorations, 5 (2), 165-172.
-
(2003)
SIGKDD Explorations
, vol.5
, Issue.2
, pp. 165-172
-
-
McGovern, A.1
Friedland, L.2
Hay, M.3
Gallagher, B.4
Fast, A.5
Neville, J.6
Jensen, D.7
-
187
-
-
67049143498
-
Spatiotemporal relational probability trees: An introduction
-
McGovern, A., Collier, N., Matthew Gagne, I., Brown, D., & Rodger, A. (2008). Spatiotemporal Relational Probability Trees: An Introduction. In Eighth IEEE International Conference on Data Mining, ICDM., pp. 935-940.
-
(2008)
Eighth IEEE International Conference on Data Mining, ICDM
, pp. 935-940
-
-
McGovern, A.1
Collier, N.2
Matthew Gagne, I.3
Brown, D.4
Rodger, A.5
-
189
-
-
77958056227
-
Predicting labels for dyadic data
-
Menon, A., & Elkan, C. (2010). Predicting labels for dyadic data. Data Mining and Knowledge Discovery, 21 (2), 327-343.
-
(2010)
Data Mining and Knowledge Discovery
, vol.21
, Issue.2
, pp. 327-343
-
-
Menon, A.1
Elkan, C.2
-
190
-
-
0003612091
-
-
Ellis Horwood Limited
-
Michie, D., Spiegelhalter, D., Taylor, C., & Campbell, J. (1994). Machine Learning, Neural and Statistical Classification. Ellis Horwood Limited.
-
(1994)
Machine Learning, Neural and Statistical Classification
-
-
Michie, D.1
Spiegelhalter, D.2
Taylor, C.3
Campbell, J.4
-
192
-
-
79951739147
-
Nonparametric latent feature models for link prediction
-
Miller, K., Griths, T., & Jordan, M. (2009). Nonparametric latent feature models for link prediction. Advances in Neural Information Processing Systems (NIPS), 10, 1276- 1284.
-
(2009)
Advances in Neural Information Processing Systems (NIPS)
, vol.10
, pp. 1276-1284
-
-
Miller, K.1
Griths, T.2
Jordan, M.3
-
194
-
-
42149117427
-
Measurement and analysis of online social networks
-
Mislove, A., Marcon, M., Gummadi, K., Druschel, P., & Bhattacharjee, B. (2007). Measurement and analysis of online social networks. In Proceedings of the 7th ACM SIGCOMM Conference on Internet measurement, pp. 29-42.
-
(2007)
Proceedings of the 7th ACM SIGCOMM Conference on Internet Measurement
, pp. 29-42
-
-
Mislove, A.1
Marcon, M.2
Gummadi, K.3
Druschel, P.4
Bhattacharjee, B.5
-
195
-
-
0034186340
-
Epidemics and percolation in small-world networks
-
Moore, C., & Newman, M. (2000). Epidemics and percolation in small-world networks. Physical Review E, 61 (5), 5678-5682.
-
(2000)
Physical Review E
, vol.61
, Issue.5
, pp. 5678-5682
-
-
Moore, C.1
Newman, M.2
-
197
-
-
65449120412
-
Joint latent topic models for text and citations
-
Nallapati, R., Ahmed, A., Xing, E., & Cohen, W. (2008). Joint latent topic models for text and citations. In Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 542-550.
-
(2008)
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 542-550
-
-
Nallapati, R.1
Ahmed, A.2
Xing, E.3
Cohen, W.4
-
198
-
-
80052655046
-
Collective graph identification
-
ACM
-
Namata, G., Kok, S., & Getoor, L. (2011). Collective graph identification. In Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 87-95. ACM.
-
(2011)
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 87-95
-
-
Namata, G.1
Kok, S.2
Getoor, L.3
-
200
-
-
84855695731
-
Gradient-based boosting for statistical relational learning: The relational dependency network case
-
Natarajan, S., Khot, T., Kersting, K., Gutmann, B., & Shavlik, J. (2012). Gradient-based boosting for statistical relational learning: The relational dependency network case. Machine Learning, 86, 25-56.
-
(2012)
Machine Learning
, vol.86
, pp. 25-56
-
-
Natarajan, S.1
Khot, T.2
Kersting, K.3
Gutmann, B.4
Shavlik, J.5
-
201
-
-
84875161052
-
Spectral clustering with links and attributes
-
University of Massachusetts Amherst
-
Neville, J., Adler, M., & Jensen, D. (2004). Spectral clustering with links and attributes. Tech. rep. 04-42, Dept of Computer Science, University of Massachusetts Amherst.
-
(2004)
Tech. Rep. 04-42, Dept of Computer Science
-
-
Neville, J.1
Adler, M.2
Jensen, D.3
-
205
-
-
77952399122
-
Learning relational probability trees
-
Neville, J., Jensen, D., Friedland, L., & Hay, M. (2003). Learning relational probability trees. In Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 625-630.
-
(2003)
Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 625-630
-
-
Neville, J.1
Jensen, D.2
Friedland, L.3
Hay, M.4
-
206
-
-
29344464364
-
Simple estimators for relational Bayesian classifers
-
Neville, J., Jensen, D., & Gallagher, B. (2003). Simple estimators for relational Bayesian classifers. In Proceedings of the 3rd IEEE International Conference on Data Mining, pp. 609-612.
-
(2003)
Proceedings of the 3rd IEEE International Conference on Data Mining
, pp. 609-612
-
-
Neville, J.1
Jensen, D.2
Gallagher, B.3
-
207
-
-
32344439564
-
Using relational knowledge discovery to prevent securities fraud
-
Neville, J., Simsek, O., Jensen, D., Komoroske, J., Palmer, K., & Goldberg, H. (2005). Using relational knowledge discovery to prevent securities fraud. In Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, pp. 449-458.
-
(2005)
Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery in Data Mining
, pp. 449-458
-
-
Neville, J.1
Simsek, O.2
Jensen, D.3
Komoroske, J.4
Palmer, K.5
Goldberg, H.6
-
209
-
-
0038718854
-
The structure and function of complex networks
-
Newman, M. E. J. (2003). The structure and function of complex networks. SIAM Review, 45, 167-256.
-
(2003)
SIAM Review
, vol.45
, pp. 167-256
-
-
Newman, M.E.J.1
-
210
-
-
0035420724
-
Clustering and preferential attachment in growing networks
-
Newman, M. (2001a). Clustering and preferential attachment in growing networks. Physical Review E, 64 (2), 025102.
-
(2001)
Physical Review E
, vol.64
, Issue.2
, pp. 025102
-
-
Newman, M.1
-
211
-
-
0035895239
-
The structure of scientific collaboration networks
-
Newman, M. (2001b). The structure of scientific collaboration networks. Proceedings of the National Academy of Sciences, 98 (2), 404-409.
-
(2001)
Proceedings of the National Academy of Sciences
, vol.98
, Issue.2
, pp. 404-409
-
-
Newman, M.1
-
212
-
-
37649028224
-
Finding and evaluating community structure in networks
-
Newman, M., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical review E, 69 (2), 26113.
-
(2004)
Physical Review E
, vol.69
, Issue.2
, pp. 26113
-
-
Newman, M.1
Girvan, M.2
-
213
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
Ng, A., Jordan, M., & Weiss, Y. (2001). On spectral clustering: Analysis and an algorithm. In Advances in Neural Information Processing Systems, pp. 849-856.
-
(2001)
Advances in Neural Information Processing Systems
, pp. 849-856
-
-
Ng, A.1
Jordan, M.2
Weiss, Y.3
-
214
-
-
33750405448
-
Topical link analysis for web search
-
Nie, L., Davison, B., & Qi, X. (2006). Topical link analysis for web search. In Proceedings of the 29th International ACM SIGIR Conference on Research and Development in Information Retrieval, p. 98.
-
(2006)
Proceedings of the 29th International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 98
-
-
Nie, L.1
Davison, B.2
Qi, X.3
-
217
-
-
34250628484
-
Structure and tie strengths in mobile communication networks
-
Onnela, J.-P., Saramaki, J., Hyvonen, J., Szabo, G., Lazer, D., Kaski, K., Kertesz, J., & Barabasi, A.-L. (2007). Structure and tie strengths in mobile communication networks. Proceedings of the National Academy of Sciences, 104, 7332-7336.
-
(2007)
Proceedings of the National Academy of Sciences
, vol.104
, pp. 7332-7336
-
-
Onnela, J.-P.1
Saramaki, J.2
Hyvonen, J.3
Szabo, G.4
Lazer, D.5
Kaski, K.6
Kertesz, J.7
Barabasi, A.-L.8
-
218
-
-
0003780986
-
The pagerank citation ranking: Bringing order to the web
-
Tech. rep.
-
Page, L., Brin, S., Motwani, R., & Winograd, T. (1999). The pagerank citation ranking: Bringing order to the web. Tech. rep., Technical Report, Stanford Digital Library Technologies Project.
-
(1999)
Technical Report, Stanford Digital Library Technologies Project
-
-
Page, L.1
Brin, S.2
Motwani, R.3
Winograd, T.4
-
219
-
-
48449095896
-
Opinion mining and sentiment analysis
-
Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval, 2 (1-2), 1-135.
-
(2008)
Foundations and Trends in Information Retrieval
, vol.2
, Issue.1-2
, pp. 1-135
-
-
Pang, B.1
Lee, L.2
-
220
-
-
0035794256
-
Epidemic spreading in scale-free networks
-
Pastor-Satorras, R., & Vespignani, A. (2001). Epidemic spreading in scale-free networks. Physical Review Letters, 86 (14), 3200-3203.
-
(2001)
Physical Review Letters
, vol.86
, Issue.14
, pp. 3200-3203
-
-
Pastor-Satorras, R.1
Vespignani, A.2
-
221
-
-
84898987614
-
Identity uncertainty and citation matching
-
MIT Press
-
Pasula, H., Marthi, B., Milch, B., Russell, S., & Shpitser, I. (2003). Identity uncertainty and citation matching. In In NIPS. MIT Press.
-
(2003)
NIPS
-
-
Pasula, H.1
Marthi, B.2
Milch, B.3
Russell, S.4
Shpitser, I.5
-
223
-
-
32044451133
-
Acora: Distribution-based aggregation for relational learning from identifier attributes
-
Perlich, C., & Provost, F. (2006). Acora: Distribution-based aggregation for relational learning from identifier attributes. Machine Learning, 62, 65-105.
-
(2006)
Machine Learning
, vol.62
, pp. 65-105
-
-
Perlich, C.1
Provost, F.2
-
226
-
-
32044446456
-
Structural logistic regression for link analysis
-
Popescul, A., Popescul, R., & Ungar, L. H. (2003b). Structural logistic regression for link analysis. In Proceedings of the Second International Workshop on Multi-Relational Data Mining, pp. 92-106.
-
(2003)
Proceedings of the Second International Workshop on Multi-Relational Data Mining
, pp. 92-106
-
-
Popescul, A.1
Popescul, R.2
Ungar, L.H.3
-
228
-
-
0016996037
-
A general theory of bibliometric and other cumulative advantage processes
-
Price, D. (1976). A general theory of bibliometric and other cumulative advantage processes. Journal of the American Society for Information Science, 27 (5), 292-306.
-
(1976)
Journal of the American Society for Information Science
, vol.27
, Issue.5
, pp. 292-306
-
-
Price, D.1
-
229
-
-
0028547556
-
Floating search methods in feature selection
-
Pudil, P., Novovicová, J., & Kittler, J. (1994). Floating search methods in feature selection. Pattern recognition letters, 15 (11), 1119-1125.
-
(1994)
Pattern Recognition Letters
, vol.15
, Issue.11
, pp. 1119-1125
-
-
Pudil, P.1
Novovicová, J.2
Kittler, J.3
-
230
-
-
1542357701
-
Defining and identifying communities in networks
-
Radicchi, F., Castellano, C., Cecconi, F., Loreto, V., & Parisi, D. (2004). Defining and identifying communities in networks. Proceedings of the National Academy of Sciences, 101 (9), 2658-2663.
-
(2004)
Proceedings of the National Academy of Sciences
, vol.101
, Issue.9
, pp. 2658-2663
-
-
Radicchi, F.1
Castellano, C.2
Cecconi, F.3
Loreto, V.4
Parisi, D.5
-
231
-
-
84957885501
-
The case for anomalous link discovery
-
Rattigan, M. J., & Jensen, D. (2005). The case for anomalous link discovery. SIGKDD Explorations Newsletter, 7 (2), 41-47.
-
(2005)
SIGKDD Explorations Newsletter
, vol.7
, Issue.2
, pp. 41-47
-
-
Rattigan, M.J.1
Jensen, D.2
-
232
-
-
0037199968
-
Hierarchical organization of modularity in metabolic networks
-
Ravasz, E., Somera, A., Mongru, D., Oltvai, Z., & Barabási, A. (2002). Hierarchical organization of modularity in metabolic networks. Science, 297 (5586), 1551-1555.
-
(2002)
Science
, vol.297
, Issue.5586
, pp. 1551-1555
-
-
Ravasz, E.1
Somera, A.2
Mongru, D.3
Oltvai, Z.4
Barabási, A.5
-
233
-
-
0031104254
-
Recommender systems
-
Resnick, P., & Varian, H. (1997). Recommender systems. Communications of the ACM, 40 (3), 56-58.
-
(1997)
Communications of the ACM
, vol.40
, Issue.3
, pp. 56-58
-
-
Resnick, P.1
Varian, H.2
-
234
-
-
16244405068
-
The intelligent surfer: Probabilistic combination of link and content information in pagerank
-
Richardson, M., & Domingos, P. (2002). The intelligent surfer: Probabilistic combination of link and content information in pagerank. In Advances in Neural Information Processing Systems, pp. 1441-1448.
-
(2002)
Advances in Neural Information Processing Systems
, pp. 1441-1448
-
-
Richardson, M.1
Domingos, P.2
-
235
-
-
32044466073
-
Markov logic networks
-
Richardson, M., & Domingos, P. (2006). Markov logic networks. Machine Learning, 62 (1), 107-136.
-
(2006)
Machine Learning
, vol.62
, Issue.1
, pp. 107-136
-
-
Richardson, M.1
Domingos, P.2
-
237
-
-
34147137805
-
An introduction to exponential random graph (p*) models for social networks
-
Robins, G., Pattison, P., Kalish, Y., & Lusher, D. (2007). An introduction to exponential random graph (p*) models for social networks. Social Networks, 29, 173-191.
-
(2007)
Social Networks
, vol.29
, pp. 173-191
-
-
Robins, G.1
Pattison, P.2
Kalish, Y.3
Lusher, D.4
-
238
-
-
34147152799
-
Recent developments in exponential random graph (p*) models for social networks
-
Robins, G., Snijders, T., Wang, P., & Handcock, M. (2006). Recent developments in exponential random graph (p*) models for social networks. Social Networks, 29, 192-215.
-
(2006)
Social Networks
, vol.29
, pp. 192-215
-
-
Robins, G.1
Snijders, T.2
Wang, P.3
Handcock, M.4
-
239
-
-
84875202887
-
-
Arxiv preprint arXiv:1205.2056
-
Rossi, R., Gallagher, B., Neville, J., & Henderson, K. (2012). Dynamic behavioral mixedmembership model for large evolving networks. In Arxiv preprint arXiv:1205.2056, pp. 1-17.
-
(2012)
Dynamic Behavioral Mixedmembership Model for Large Evolving Networks
, pp. 1-17
-
-
Rossi, R.1
Gallagher, B.2
Neville, J.3
Henderson, K.4
-
241
-
-
84875194849
-
Role-dynamics: Fast mining of large dynamic networks
-
Rossi, R., Gallagher, B., Neville, J., & Henderson, K. (2012). Role-Dynamics: Fast Mining of Large Dynamic Networks. In LSNA-WWW, pp. 1-9.
-
(2012)
LSNA-WWW
, pp. 1-9
-
-
Rossi, R.1
Gallagher, B.2
Neville, J.3
Henderson, K.4
-
243
-
-
77956220662
-
Suggesting friends using the implicit social graph
-
Roth, M., Ben-David, A., Deutscher, D., Flysher, G., Horn, I., Leichtberg, A., Leiser, N., Merom, R., & Mattias, Y. (2010). Suggesting Friends Using the Implicit Social Graph. In Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 233-242.
-
(2010)
Proceeding of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 233-242
-
-
Roth, M.1
Ben-David, A.2
Deutscher, D.3
Flysher, G.4
Horn, I.5
Leichtberg, A.6
Leiser, N.7
Merom, R.8
Mattias, Y.9
-
245
-
-
0013987194
-
The centrality index of a graph
-
Sabidussi, G. (1966). The centrality index of a graph. Psychometrika, 31 (4), 581-603.
-
(1966)
Psychometrika
, vol.31
, Issue.4
, pp. 581-603
-
-
Sabidussi, G.1
-
247
-
-
36849035459
-
Dynamic social network analysis using latent space models
-
Sarkar, P., & Moore, A. (2005). Dynamic Social Network Analysis using Latent Space Models. SIGKDD Explorations Newsletter, 7 (2), 31-40.
-
(2005)
SIGKDD Explorations Newsletter
, vol.7
, Issue.2
, pp. 31-40
-
-
Sarkar, P.1
Moore, A.2
-
249
-
-
3042788736
-
Application of dimensionality reduction in recommender system-A case study
-
Sarwar, B., Karypis, G., Konstan, J., & Riedl, J. (2000). Application of dimensionality reduction in recommender system-a case study. In ACM WebKDD 2000 Web Mining for E-Commerce Workshop.
-
(2000)
ACM WebKDD 2000 Web Mining for E-Commerce Workshop
-
-
Sarwar, B.1
Karypis, G.2
Konstan, J.3
Riedl, J.4
-
250
-
-
84865207049
-
A tractable pseudo-likelihood function for bayes nets applied to relational data
-
Schulte, O. (2011). A tractable pseudo-likelihood function for bayes nets applied to relational data. In SDM, pp. 462-473.
-
(2011)
SDM
, pp. 462-473
-
-
Schulte, O.1
-
251
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G. (1978). Estimating the dimension of a model. The annals of statistics, 6 (2), 461-464.
-
(1978)
The Annals of Statistics
, vol.6
, Issue.2
, pp. 461-464
-
-
Schwarz, G.1
-
252
-
-
53749083869
-
Collective classification in network data
-
Sen, P., Namata, G., Bilgic, M., Getoor, L., Galligher, B., & Eliassi-Rad, T. (2008). Collective classification in network data. AI Magazine, 29 (3), 93.
-
(2008)
AI Magazine
, vol.29
, Issue.3
, pp. 93
-
-
Sen, P.1
Namata, G.2
Bilgic, M.3
Getoor, L.4
Galligher, B.5
Eliassi-Rad, T.6
-
256
-
-
0034244751
-
Normalized cuts and image segmentation
-
Shi, J., & Malik, J. (2000). Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22 (8), 888-905.
-
(2000)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.22
, Issue.8
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
257
-
-
83055186952
-
Collective prediction with latent graphs
-
Shi, X., Li, Y., & Yu, P. (2011). Collective prediction with latent graphs. In Proceedings of the 20th ACM Conference on Information and Knowledge Management, pp. 1127- 1136.
-
(2011)
Proceedings of the 20th ACM Conference on Information and Knowledge Management
, pp. 1127-1136
-
-
Shi, X.1
Li, Y.2
Yu, P.3
-
259
-
-
84875147090
-
The aleph manual
-
Oxford University
-
Srinivasan, A. (1999). The aleph manual. Computing Laboratory, Oxford University, 1.
-
(1999)
Computing Laboratory
, pp. 1
-
-
Srinivasan, A.1
-
260
-
-
0041965980
-
Cluster ensembles - A knowledge reuse framework for combining multiple partitions
-
Strehl, A., & Ghosh, J. (2003). Cluster ensembles-a knowledge reuse framework for combining multiple partitions. Journal of Machine Learning Research, 3, 583-617.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 583-617
-
-
Strehl, A.1
Ghosh, J.2
-
261
-
-
84995487609
-
Temporal distance metrics for social network analysis
-
Tang, J., Musolesi, M., Mascolo, C., & Latora, V. (2009). Temporal distance metrics for social network analysis. In Proceedings of the 2nd ACM workshop on Online social networks, pp. 31-36.
-
(2009)
Proceedings of the 2nd ACM Workshop on Online Social Networks
, pp. 31-36
-
-
Tang, J.1
Musolesi, M.2
Mascolo, C.3
Latora, V.4
-
262
-
-
77958028567
-
Analysing information ows and key mediators through temporal centrality metrics
-
Tang, J., Musolesi, M., Mascolo, C., Latora, V., & Nicosia, V. (2010). Analysing information ows and key mediators through temporal centrality metrics. In Proceedings of the 3rd Workshop on Social Network Systems, pp. 1-6.
-
(2010)
Proceedings of the 3rd Workshop on Social Network Systems
, pp. 1-6
-
-
Tang, J.1
Musolesi, M.2
Mascolo, C.3
Latora, V.4
Nicosia, V.5
-
265
-
-
1942418618
-
Discriminative probabilistic models for relational data
-
Taskar, B., Abbeel, P., & Koller, D. (2002). Discriminative probabilistic models for relational data. In Eighteenth Conference on Uncertainty in Artificial Intelligence, pp. 485-492.
-
(2002)
Eighteenth Conference on Uncertainty in Artificial Intelligence
, pp. 485-492
-
-
Taskar, B.1
Abbeel, P.2
Koller, D.3
-
266
-
-
84880884400
-
Probabilistic classification and clustering in relational data
-
Taskar, B., Segal, E., & Koller, D. (2001). Probabilistic classification and clustering in relational data. In Proceedings of the 17th International Joint Conference on Artificial Intelligence, pp. 870-878.
-
(2001)
Proceedings of the 17th International Joint Conference on Artificial Intelligence
, pp. 870-878
-
-
Taskar, B.1
Segal, E.2
Koller, D.3
-
267
-
-
34247477574
-
Link prediction in relational data
-
Taskar, B., Wong, M., Abbeel, P., & Koller, D. (2003). Link prediction in relational data. In Advances in Neural Information Processing Systems.
-
(2003)
Advances in Neural Information Processing Systems
-
-
Taskar, B.1
Wong, M.2
Abbeel, P.3
Koller, D.4
-
268
-
-
19544373948
-
Analysis of consensus partition in cluster ensemble
-
Topchy, A., Law, M., Jain, A., & Fred, A. (2004). Analysis of consensus partition in cluster ensemble. In Proceedings of the 4th IEEE International Conference on Data Mining, pp. 225-232.
-
(2004)
Proceedings of the 4th IEEE International Conference on Data Mining
, pp. 225-232
-
-
Topchy, A.1
Law, M.2
Jain, A.3
Fred, A.4
-
270
-
-
77951950367
-
Graph kernels
-
Vishwanathan, S., Schraudolph, N., Kondor, R., & Borgwardt, K. (2010). Graph kernels. Journal of Machine Learning Research, 11, 1201-1242.
-
(2010)
Journal of Machine Learning Research
, vol.11
, pp. 1201-1242
-
-
Vishwanathan, S.1
Schraudolph, N.2
Kondor, R.3
Borgwardt, K.4
-
271
-
-
34548583274
-
A tutorial on spectral clustering
-
von Luxburg, U. (2007). A tutorial on spectral clustering. Statistics and Computing, 17 (4), 395-416.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
272
-
-
0035823264
-
The small world inside large metabolic networks
-
Wagner, A., & Fell, D. (2001). The small world inside large metabolic networks. Proceedings of the Royal Society of London. Series B: Biological Sciences, 268 (1478), 1803-1810.
-
(2001)
Proceedings of the Royal Society of London. Series B: Biological Sciences
, vol.268
, Issue.1478
, pp. 1803-1810
-
-
Wagner, A.1
Fell, D.2
-
277
-
-
0032482432
-
Collective dynamics of small-worldnetworks
-
Watts, D., & Strogatz, S. (1998). Collective dynamics of small-worldnetworks. Nature, 393 (6684), 440-442.
-
(1998)
Nature
, vol.393
, Issue.6684
, pp. 440-442
-
-
Watts, D.1
Strogatz, S.2
-
279
-
-
77953033645
-
Identifying link farm spam pages
-
Special Interest Tracks and Posters of the
-
Wu, B., & Davison, B. (2005). Identifying link farm spam pages. In Special interest tracks and posters of the 14th International Conference on World Wide Web, pp. 820-829.
-
(2005)
14th International Conference on World Wide Web
, pp. 820-829
-
-
Wu, B.1
Davison, B.2
-
280
-
-
77954603933
-
Modeling relationship strength in online social networks
-
Xiang, R., Neville, J., & Rogati, M. (2010). Modeling relationship strength in online social networks. In Proceedings of the 19th International World Wide Web Conference, pp. 981-990.
-
(2010)
Proceedings of the 19th International World Wide Web Conference
, pp. 981-990
-
-
Xiang, R.1
Neville, J.2
Rogati, M.3
-
282
-
-
33646417316
-
Crossmine: Efficient classification across multiple database relations
-
Yin, X., Han, J., Yang, J., & Yu, P. (2006). Crossmine: Efficient classification across multiple database relations. Transactions on Knowledge and Data Engineering, 18 (6), 770-783.
-
(2006)
Transactions on Knowledge and Data Engineering
, vol.18
, Issue.6
, pp. 770-783
-
-
Yin, X.1
Han, J.2
Yang, J.3
Yu, P.4
-
283
-
-
78650110617
-
Using friendship ties and family circles for link prediction
-
Zheleva, E., Getoor, L., Golbeck, J., & Kuter, U. (2010). Using friendship ties and family circles for link prediction. In Advances in Social Network Mining and Analysis, pp. 97-113.
-
(2010)
Advances in Social Network Mining and Analysis
, pp. 97-113
-
-
Zheleva, E.1
Getoor, L.2
Golbeck, J.3
Kuter, U.4
-
284
-
-
41849118008
-
Preserving the privacy of sensitive relationships in graph data
-
Zheleva, E., & Getoor, L. (2007). Preserving the privacy of sensitive relationships in graph data. In PinKDD, pp. 153-171.
-
(2007)
PinKDD
, pp. 153-171
-
-
Zheleva, E.1
Getoor, L.2
-
285
-
-
70350632870
-
A brief survey on anonymization techniques for privacy preserving publishing of social network data
-
Zhou, B., Pei, J., & Luk, W. (2008). A brief survey on anonymization techniques for privacy preserving publishing of social network data. SIGKDD Explorations, 10 (2), 12-22.
-
(2008)
SIGKDD Explorations
, vol.10
, Issue.2
, pp. 12-22
-
-
Zhou, B.1
Pei, J.2
Luk, W.3
-
286
-
-
37649029805
-
Distance, dissimilarity index, and network community structure
-
Zhou, H. (2003). Distance, dissimilarity index, and network community structure. Physical review e, 67 (6), 61901.
-
(2003)
Physical Review E
, vol.67
, Issue.6
, pp. 61901
-
-
Zhou, H.1
-
287
-
-
84870843485
-
Predicting missing links via local information
-
Zhou, T., Lü, L., & Zhang, Y. (2009). Predicting missing links via local information. The European Physical Journal B-Condensed Matter and Complex Systems, 71 (4), 623- 630.
-
(2009)
The European Physical Journal B-Condensed Matter and Complex Systems
, vol.71
, Issue.4
, pp. 623-630
-
-
Zhou, T.1
Lü, L.2
Zhang, Y.3
-
288
-
-
36448946815
-
Combining content and link for classification using matrix factorization
-
ACM
-
Zhu, S., Yu, K., Chi, Y., & Gong, Y. (2007). Combining content and link for classification using matrix factorization. In Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 487- 494. ACM.
-
(2007)
Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 487-494
-
-
Zhu, S.1
Yu, K.2
Chi, Y.3
Gong, Y.4
-
289
-
-
33745456231
-
Semi-supervised learning literature survey
-
Zhu, X. (2006). Semi-supervised learning literature survey. Computer Science Tech Reports, 1530, 1-60.
-
(2006)
Computer Science Tech Reports
, vol.1530
, pp. 1-60
-
-
Zhu, X.1
|