-
1
-
-
70350627219
-
Within-network classification using local structure similarity
-
in: Proceedings of ECML/PKDD '09-The European Conference on Machine Learning and Knowledge Discovery in Databases
-
C. Desrosiers, G. Karypis, Within-network classification using local structure similarity, in: Proceedings of ECML/PKDD '09-The European Conference on Machine Learning and Knowledge Discovery in Databases, 2009, pp. 260-275.
-
(2009)
, pp. 260-275
-
-
Desrosiers, C.1
Karypis, G.2
-
2
-
-
70350052979
-
Social network classification incorporating link type values
-
in: IEEE International Conference on Intelligence and Security Informatics (ISI)
-
R. Heatherly, M. Kantarcioglu, B.M. Thuraisingham, Social network classification incorporating link type values, in: IEEE International Conference on Intelligence and Security Informatics (ISI), 2009, pp. 19-24.
-
(2009)
, pp. 19-24
-
-
Heatherly, R.1
Kantarcioglu, M.2
Thuraisingham, B.M.3
-
3
-
-
80052691243
-
Ranking-based classification of heterogeneous information networks
-
in: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
-
M. Ji, J. Han, M. Danilevsky, Ranking-based classification of heterogeneous information networks, in: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2011, pp. 1298-1306.
-
(2011)
, pp. 1298-1306
-
-
Ji, M.1
Han, J.2
Danilevsky, M.3
-
4
-
-
84858181454
-
A machine learning approach to twitter user classification
-
in: Proceedings of the Fifth International Conference on Weblogs and Social Media (ICWSM)
-
M. Pennacchiotti, A.-M. Popescu, A machine learning approach to twitter user classification, in: Proceedings of the Fifth International Conference on Weblogs and Social Media (ICWSM), 2011.
-
(2011)
-
-
Pennacchiotti, M.1
Popescu, A.-M.2
-
5
-
-
0004445409
-
The incremental maintenance of a depth-first-search tree in directed acyclic graphs
-
Franciosa P.G., Gambosi G., Nanni U. The incremental maintenance of a depth-first-search tree in directed acyclic graphs. Inf. Process. Lett. 1997, 61(2):113-120.
-
(1997)
Inf. Process. Lett.
, vol.61
, Issue.2
, pp. 113-120
-
-
Franciosa, P.G.1
Gambosi, G.2
Nanni, U.3
-
6
-
-
38049108148
-
Generating social network features for link-based classification
-
in: European Conference on Principles of Data Mining and Knowledge Discovery (PKDD)
-
J. Karamon, Y. Matsuo, H. Yamamoto, M. Ishizuka, Generating social network features for link-based classification, in: European Conference on Principles of Data Mining and Knowledge Discovery (PKDD), 2007, pp. 127-139.
-
(2007)
, pp. 127-139
-
-
Karamon, J.1
Matsuo, Y.2
Yamamoto, H.3
Ishizuka, M.4
-
7
-
-
34047174077
-
A fast and accurate online sequential learning algorithm for feedforward networks
-
Liang N.-Y., Huang G.-B., Saratchandran P., Sundararajan N. A fast and accurate online sequential learning algorithm for feedforward networks. IEEE Trans. Neural Netw. 2006, 17(6):1411-1423.
-
(2006)
IEEE Trans. Neural Netw.
, vol.17
, Issue.6
, pp. 1411-1423
-
-
Liang, N.-Y.1
Huang, G.-B.2
Saratchandran, P.3
Sundararajan, N.4
-
8
-
-
10944272650
-
Extreme learning machine: a new learning scheme of feedforward neural networks
-
in: Proceedings of 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary
-
G.-B. Huang, Q.Y. Zhu, C.K. Siew, Extreme learning machine: a new learning scheme of feedforward neural networks, in: Proceedings of 2004 IEEE International Joint Conference on Neural Networks, vol. 2, Budapest, Hungary, 2004, pp. 985-990.
-
(2004)
, vol.2
, pp. 985-990
-
-
Huang, G.-B.1
Zhu, Q.Y.2
Siew, C.K.3
-
9
-
-
33745903481
-
Extreme learning machine. theory and applications
-
Huang G.-B., Zhu Q.Y., Siew C.K. Extreme learning machine. theory and applications. Neurocomputing 2006, 70:489-501.
-
(2006)
Neurocomputing
, vol.70
, pp. 489-501
-
-
Huang, G.-B.1
Zhu, Q.Y.2
Siew, C.K.3
-
10
-
-
21244456913
-
Extreme learning machine: RBF network case
-
in: Proceedings of the 8th International Conference on Control, Automation, Robotics and Vision, Kunming, China
-
G.-B. Huang, C.-K. Siew, Extreme learning machine: RBF network case, in: Proceedings of the 8th International Conference on Control, Automation, Robotics and Vision, Kunming, China, 2004, pp. 1029-1036.
-
(2004)
, pp. 1029-1036
-
-
Huang, G.-B.1
Siew, C.-K.2
-
11
-
-
33645588429
-
Extreme learning machine with randomly assigned RBF kernels
-
Huang G.-B., Siew C.-K. Extreme learning machine with randomly assigned RBF kernels. Int. J. Inf. Technol. 2005, 11(1):16-24.
-
(2005)
Int. J. Inf. Technol.
, vol.11
, Issue.1
, pp. 16-24
-
-
Huang, G.-B.1
Siew, C.-K.2
-
12
-
-
33646835788
-
Classification of mental tasks from EEG signals using extreme learning machines
-
Liang N.-Y., Saratchandran P., Huang G.-B., Sundararajan N. Classification of mental tasks from EEG signals using extreme learning machines. Int. J. Neural Syst. 2006, 16(1):29-38.
-
(2006)
Int. J. Neural Syst.
, vol.16
, Issue.1
, pp. 29-38
-
-
Liang, N.-Y.1
Saratchandran, P.2
Huang, G.-B.3
Sundararajan, N.4
-
13
-
-
33746614377
-
A new machine learning paradigm for terrain reconstruction
-
Yeu C.-W.T., Lim M.-H., Huang G.-B., Agarwal A., Ong Y.S. A new machine learning paradigm for terrain reconstruction. IEEE Geosci. Remote Sens. Lett. 2006, 3(3):382-386.
-
(2006)
IEEE Geosci. Remote Sens. Lett.
, vol.3
, Issue.3
, pp. 382-386
-
-
Yeu, C.-W.T.1
Lim, M.-H.2
Huang, G.-B.3
Agarwal, A.4
Ong, Y.S.5
-
14
-
-
34547992213
-
Multi-category classification using extreme learning machine for microarray gene expression cancer diagnosis
-
Zhang R., Huang G.-B., Sundararajan N., Saratchandran P. Multi-category classification using extreme learning machine for microarray gene expression cancer diagnosis. IEEE/ACM Trans. Comput. Biol. Bioinform. 2007, 4(3):485-495.
-
(2007)
IEEE/ACM Trans. Comput. Biol. Bioinform.
, vol.4
, Issue.3
, pp. 485-495
-
-
Zhang, R.1
Huang, G.-B.2
Sundararajan, N.3
Saratchandran, P.4
-
15
-
-
34249102504
-
Classification in networked data. a toolkit and a univariate case study
-
Macskassy S.A., Provost F.J. Classification in networked data. a toolkit and a univariate case study. J. Mach. Learn. Res. 2007, 8:935-983.
-
(2007)
J. Mach. Learn. Res.
, vol.8
, pp. 935-983
-
-
Macskassy, S.A.1
Provost, F.J.2
-
16
-
-
0038589165
-
The anatomy of a large-scale hypertextual web search engine
-
Brin S., Page L. The anatomy of a large-scale hypertextual web search engine. Comput. Netw. 1998, 30(1-7):107-117.
-
(1998)
Comput. Netw.
, vol.30
, Issue.1-7
, pp. 107-117
-
-
Brin, S.1
Page, L.2
-
17
-
-
80051597055
-
An OS-ELM based distributed ensemble classification framework in P2P networks
-
Sun Y., Yuan Y., Wang G. An OS-ELM based distributed ensemble classification framework in P2P networks. Neurocomputing 2011, 74(16):2438-2443.
-
(2011)
Neurocomputing
, vol.74
, Issue.16
, pp. 2438-2443
-
-
Sun, Y.1
Yuan, Y.2
Wang, G.3
-
18
-
-
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 Mag. 2008, 29(3):93-106.
-
(2008)
AI Mag.
, 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
-
19
-
-
77958154945
-
Detecting highly overlapping communities with model-based overlapping seed expansion
-
McDaid A.F., Hurley N.J. Detecting highly overlapping communities with model-based overlapping seed expansion. Adv. Soc. Netw. Anal. Min. 2010, 112-119.
-
(2010)
Adv. Soc. Netw. Anal. Min.
, pp. 112-119
-
-
McDaid, A.F.1
Hurley, N.J.2
-
20
-
-
34548856552
-
Near linear time algorithm to detect community structures in large-scale networks
-
Raghavan U.N., Albert R., Kumara S. Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 2007, 76(3).
-
(2007)
Phys. Rev. E
, vol.76
, Issue.3
-
-
Raghavan, U.N.1
Albert, R.2
Kumara, S.3
-
21
-
-
39549086558
-
Maps of random walks on complex networks reveal community structure
-
in: Proceedings of the National Academy of Sciences of the United States of America (PNAS)
-
M. Rosvall, C.T. Bergstrom, Maps of random walks on complex networks reveal community structure, in: Proceedings of the National Academy of Sciences of the United States of America (PNAS), vol. 105(4), 2008, pp. 1118-1123.
-
(2008)
, vol.105
, Issue.4
, pp. 1118-1123
-
-
Rosvall, M.1
Bergstrom, C.T.2
-
23
-
-
80052735849
-
A framework of recommendation system based on both network structure and messages
-
in: Advances in Social Network Analysis and Mining (ASONAM)
-
B.-R. Dai, C.-Y. Lee, C.-H. Chung, A framework of recommendation system based on both network structure and messages, in: Advances in Social Network Analysis and Mining (ASONAM), 2011, pp. 709-714.
-
(2011)
, pp. 709-714
-
-
Dai, B.-R.1
Lee, C.-Y.2
Chung, C.-H.3
-
24
-
-
0004236492
-
-
The Johns Hopkins University Press, Baltimore
-
Golub G.H., Loan C.F.V. Matrix Computations 1996, The Johns Hopkins University Press, Baltimore. 3rd edition.
-
(1996)
Matrix Computations
-
-
Golub, G.H.1
Loan, C.F.V.2
-
25
-
-
1942484863
-
Link-based classification
-
in: Proceedings of the 20th International Conferrence on Machine Learning (ICML)
-
Q. Lu, L. Getoor, Link-based classification, in: Proceedings of the 20th International Conferrence on Machine Learning (ICML), 2003, pp. 496-503.
-
(2003)
, pp. 496-503
-
-
Lu, Q.1
Getoor, L.2
-
26
-
-
12244262564
-
A simple relational classifier
-
in: Proceedings of the Second Workshop on Multi-Relational Data Mining (MRDM)
-
S.A. Macskassy, F. Provost, A simple relational classifier, in: Proceedings of the Second Workshop on Multi-Relational Data Mining (MRDM), 2003, pp. 64-76.
-
(2003)
, pp. 64-76
-
-
Macskassy, S.A.1
Provost, F.2
-
27
-
-
34247477574
-
Link prediction in relational data
-
in: Neural Information Processing Systems (NIPS)
-
B. Taskar, M.F. Wong, P. Abbeel, D. Koller, Link prediction in relational data, in: Neural Information Processing Systems (NIPS), 2003, pp. 659-666.
-
(2003)
, pp. 659-666
-
-
Taskar, B.1
Wong, M.F.2
Abbeel, P.3
Koller, D.4
-
28
-
-
76049100050
-
Missing and spurious interactions and the reconstruction of complex networks
-
in: Proceedings of the National Academy of Sciences of the United States of America (PNAS)
-
R. Guimera, M. Sales-Pardo, Missing and spurious interactions and the reconstruction of complex networks, in: Proceedings of the National Academy of Sciences of the United States of America (PNAS), vol. 106(52), 2009, pp. 22073-22078.
-
(2009)
, vol.106
, Issue.52
, pp. 22073-22078
-
-
Guimera, R.1
Sales-Pardo, M.2
-
29
-
-
84922044921
-
A tool for bridging the gap between complex systems and dynamic graphs
-
in: Emergent Properties in Natural and Artificial Complex Systems (EPNACS), Workshop of the 4th European Conference on Complex Systems (ECCS), abs/0803.2093
-
Y. Pigne, A. Dutot, F. Guinand, D. Olivier, A tool for bridging the gap between complex systems and dynamic graphs, in: Emergent Properties in Natural and Artificial Complex Systems (EPNACS), Workshop of the 4th European Conference on Complex Systems (ECCS), abs/0803.2093, 2007.
-
(2007)
-
-
Pigne, Y.1
Dutot, A.2
Guinand, F.3
Olivier, D.4
-
30
-
-
80054085492
-
Community-based relational Markov networks in complex networks
-
in: Rough Sets and Knowledge Technology
-
H. Wan, Y. Lin, C. Jia, H. Huang, Community-based relational Markov networks in complex networks, in: Rough Sets and Knowledge Technology, 2011, pp. 301-310.
-
(2011)
, pp. 301-310
-
-
Wan, H.1
Lin, Y.2
Jia, C.3
Huang, H.4
-
31
-
-
84868632863
-
A new regularization classification method based on extreme learning machine in network data
-
Li L., Liu D., Ouyang J. A new regularization classification method based on extreme learning machine in network data. J. Inf. Comput. Sci. 2012, 9(12):3351-3363.
-
(2012)
J. Inf. Comput. Sci.
, vol.9
, Issue.12
, pp. 3351-3363
-
-
Li, L.1
Liu, D.2
Ouyang, J.3
|