메뉴 건너뛰기




Volumn 1, Issue , 2014, Pages 208-216

Mixed-transfer: Transfer learning over mixed graphs

Author keywords

Co occurrence data; Heterogeneous transfer learning; Random walk

Indexed keywords

ALGORITHMS; DATA MINING; HARMONIC FUNCTIONS; KNOWLEDGE MANAGEMENT; PROBLEM SOLVING; RANDOM PROCESSES;

EID: 84959888323     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611973440.24     Document Type: Conference Paper
Times cited : (17)

References (22)
  • 1
    • 77956500367 scopus 로고    scopus 로고
    • Transfer learning for collective link prediction in multiple heterogenous domains
    • Johannes Fürnkranz and Thorsten Joachims, editors, Haifa, Israel, June, Omnipress
    • Bin Cao, Nathan Nan Liu, and Qiang Yang. Transfer learning for collective link prediction in multiple heterogenous domains. In Johannes Fürnkranz and Thorsten Joachims, editors, Proceedings of the 27th International Conference on Machine Learning (ICML-10), pages 159-166, Haifa, Israel, June 2010. Omnipress.
    • (2010) Proceedings of the 27th International Conference on Machine Learning (ICML-10) , pp. 159-166
    • Cao, B.1    Liu, N.N.2    Yang, Q.3
  • 2
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Rich Caruana. Multitask learning. In Machine Learning, pages 41-75. 1997.
    • (1997) Machine Learning , pp. 41-75
    • Caruana, R.1
  • 3
    • 84863349934 scopus 로고    scopus 로고
    • Translated learning: Transfer learning across different feature spaces
    • Daphne Roller, Dale Schuurmans, Yoshua Bengio, and Lon Bottou, editors, Curran Associates, Inc.
    • Wenyuan Dai, Yuqiang Chen, Gui-Rong Xue, Qiang Yang, and Yong Yu. Translated learning: Transfer learning across different feature spaces. In Daphne Roller, Dale Schuurmans, Yoshua Bengio, and Lon Bottou, editors, NIPS, pages 353-360. Curran Associates, Inc., 2008.
    • (2008) NIPS , pp. 353-360
    • Dai, W.1    Chen, Y.2    Xue, G.-R.3    Yang, Q.4    Yu, Y.5
  • 5
    • 84859163982 scopus 로고    scopus 로고
    • Flexible sample selection strategies for transfer learning in ranking
    • May
    • Kevin Duh and Akinori Fujino. Flexible sample selection strategies for transfer learning in ranking. Inf. Process. Manage., 48(3):502-512, May 2012.
    • (2012) Inf. Process. Manage. , vol.48 , Issue.3 , pp. 502-512
    • Duh, K.1    Fujino, A.2
  • 11
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scaleinvariant keypoints
    • November
    • David G. Lowe. Distinctive image features from scaleinvariant keypoints. Int. J. Comput. Vision, 60(2):91-110, November 2004.
    • (2004) Int. J. Comput. Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 15
    • 84873433011 scopus 로고    scopus 로고
    • Towards semantic knowledge propagation from text corpus to web images
    • Guojun Qi, Charu C. Aggarwal, and Thomas S. Huang. Towards semantic knowledge propagation from text corpus to web images. In WWW, pages 297-306, 2011.
    • (2011) WWW , pp. 297-306
    • Qi, G.1    Aggarwal, C.C.2    Huang, T.S.3
  • 16
    • 84904355584 scopus 로고    scopus 로고
    • Multi-transfer: Transfer learning with multiple views and multiple sources
    • Ben Tan, Erheng Zhong, Evan Wei Xiang, and Qiang Yang. Multi-transfer: Transfer learning with multiple views and multiple sources. In SDM, 2013.
    • (2013) SDM
    • Tan, B.1    Zhong, E.2    Xiang, E.W.3    Yang, Q.4
  • 17
    • 68949157375 scopus 로고    scopus 로고
    • Transfer learning for reinforcement learning domains: A survey
    • December
    • Matthew E. Taylor and Peter Stone. Transfer learning for reinforcement learning domains: A survey. JMLR, 10:1633-1685, December 2009.
    • (2009) JMLR , vol.10 , pp. 1633-1685
    • Taylor, M.E.1    Stone, P.2
  • 18
    • 41149096059 scopus 로고    scopus 로고
    • Random walk with restart: Fast solutions and applications
    • March
    • Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan. Random walk with restart: fast solutions and applications. Knowl. Inf. Syst., 14(3):327-346, March 2008.
    • (2008) Knowl. Inf. Syst. , vol.14 , Issue.3 , pp. 327-346
    • Tong, H.1    Faloutsos, C.2    Pan, J.-Y.3
  • 20
    • 84919886748 scopus 로고    scopus 로고
    • Multi-task learning in heterogeneous feature spaces
    • Wolfram Burgard and Dan Roth, editors, AAAI Press
    • Yu Zhang and Dit-Yan Yeung. Multi-task learning in heterogeneous feature spaces. In Wolfram Burgard and Dan Roth, editors, AAAI. AAAI Press, 2011.
    • (2011) AAAI
    • Zhang, Y.1    Yeung, D.-Y.2
  • 22
    • 85093314939 scopus 로고    scopus 로고
    • Heterogeneous transfer learning for image classification
    • Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu. and Qiang Yang. Heterogeneous transfer learning for image classification. In AAAIs 2011.
    • (2011) AAAIs
    • Zhu, Y.1    Chen, Y.2    Lu, Z.3    Pan, S.J.4    Xue, G.-R.5    Yu, Y.6    Yang, Q.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.