메뉴 건너뛰기




Volumn 5828 LNAI, Issue , 2009, Pages 10-22

Transfer learning beyond text classification

Author keywords

[No Author keywords available]

Indexed keywords

ACTION MODELS; AI PLANNING; BROAD SPECTRUM; COLLABORATIVE FILTERING; DIFFERENT DISTRIBUTIONS; FEATURE SPACE; FUTURE DIRECTIONS; LOCATION ESTIMATION; MACHINE-LEARNING; NOVEL APPLICATIONS; REAL-WORLD APPLICATION; TEST DATA; TEXT CLASSIFICATION; TRANSFER LEARNING;

EID: 70549093168     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-05224-8_3     Document Type: Conference Paper
Times cited : (10)

References (37)
  • 2
    • 0345161979 scopus 로고
    • On learning how to learn learning strategies
    • Technical Report FKI-198-94, Fakultat fur Informatik, Palo Alto, CA
    • Schmidhuber, J.: On learning how to learn learning strategies. Technical Report FKI-198-94, Fakultat fur Informatik, Palo Alto, CA (1994)
    • (1994)
    • Schmidhuber, J.1
  • 3
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, R.: Multitask learning. Machine Learning 28(1), 41-75 (1997)
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 8
    • 36348931609 scopus 로고    scopus 로고
    • Dai, W., Xue, G., Yang, Q., Yu, Y.: Transferring naive bayes classifiers for text classification. In: Proceedings of the 22nd AAAI Conference on Artificial Intelligence (July 2007)
    • Dai, W., Xue, G., Yang, Q., Yu, Y.: Transferring naive bayes classifiers for text classification. In: Proceedings of the 22nd AAAI Conference on Artificial Intelligence (July 2007)
  • 13
    • 70350633261 scopus 로고    scopus 로고
    • A survey on transfer learning
    • Technical Report HKUST-CS08-08, Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China November
    • Pan, S.J., Yang, Q.: A survey on transfer learning. Technical Report HKUST-CS08-08, Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China (November 2008)
    • (2008)
    • Pan, S.J.1    Yang, Q.2
  • 19
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Mach. Learn. 23(1), 69-101 (1996)
    • (1996) Mach. Learn , vol.23 , Issue.1 , pp. 69-101
    • Widmer, G.1    Kubat, M.2
  • 20
    • 84883713774 scopus 로고    scopus 로고
    • Learning drifting concepts: Example selection vs. example weighting
    • Klinkenberg, R.: Learning drifting concepts: Example selection vs. example weighting. Intell. Data Anal. 8(3), 281-300 (2004)
    • (2004) Intell. Data Anal , vol.8 , Issue.3 , pp. 281-300
    • Klinkenberg, R.1
  • 21
    • 70549111491 scopus 로고    scopus 로고
    • Tsymbal, A, The problem of concept drift: Definitions and related work
    • Tsymbal, A.: The problem of concept drift: Definitions and related work
  • 29
    • 58349100354 scopus 로고    scopus 로고
    • Transferring knowledge from another domain for learning action models
    • Ho, T.-B, Zhou, Z.-H, eds, PRICAI 2008, Springer, Heidelberg
    • Zhuo, H., Yang, Q., Hu, D.H., Li, L.: Transferring knowledge from another domain for learning action models. In: Ho, T.-B., Zhou, Z.-H. (eds.) PRICAI 2008. LNCS (LNAI), vol. 5351, pp. 1110-1115. Springer, Heidelberg (2008)
    • (2008) LNCS (LNAI , vol.5351 , pp. 1110-1115
    • Zhuo, H.1    Yang, Q.2    Hu, D.H.3    Li, L.4
  • 30
    • 70549113873 scopus 로고    scopus 로고
    • Transfer learning for collaborative filtering via a rating-matrix generative model
    • Li, B., Yang, Q., Xue, X.: Transfer learning for collaborative filtering via a rating-matrix generative model. In: ICML, pp. 617-624 (2009)
    • (2009) ICML , pp. 617-624
    • Li, B.1    Yang, Q.2    Xue, X.3
  • 31
    • 38849123500 scopus 로고    scopus 로고
    • Estimating location using Wi-Fi
    • Yang, Q., Pan, S.J., Zheng, V.W.: Estimating location using Wi-Fi. IEEE Intelligent Systems 23(1), 8-13 (2008), http://www.cse.ust.hk/~qyang/ICDMDMC07/
    • (2008) IEEE Intelligent Systems , vol.23 , Issue.1 , pp. 8-13
    • Yang, Q.1    Pan, S.J.2    Zheng, V.W.3
  • 33
    • 35048829386 scopus 로고    scopus 로고
    • Bel, N., Koster, C.H.A., Villegas, M.: Cross-lingual text categorization. In: Koch, T., Sølvberg, I.T. (eds.) ECDL 2003. LNCS, 2769, pp. 126-139. Springer, Heidelberg (2003)
    • Bel, N., Koster, C.H.A., Villegas, M.: Cross-lingual text categorization. In: Koch, T., Sølvberg, I.T. (eds.) ECDL 2003. LNCS, vol. 2769, pp. 126-139. Springer, Heidelberg (2003)
  • 37
    • 70549106372 scopus 로고    scopus 로고
    • Domingos, P., Kok, S., Lowd, D., Poon, H., Richardson, M., Singla, P., Sumner, M., Wang, J.: Markov logic: A unifying language for structural and statistical pattern recognition. In: da Vitoria Lobo, N., Kasparis, T., Roli, F., Kwok, J.T., Georgiopoulos, M., Anagnostopoulos, G.C., Loog, M. (eds.) S+SSPR 2008. LNCS, 5342, pp. 3-3. Springer, Heidelberg (2008)
    • Domingos, P., Kok, S., Lowd, D., Poon, H., Richardson, M., Singla, P., Sumner, M., Wang, J.: Markov logic: A unifying language for structural and statistical pattern recognition. In: da Vitoria Lobo, N., Kasparis, T., Roli, F., Kwok, J.T., Georgiopoulos, M., Anagnostopoulos, G.C., Loog, M. (eds.) S+SSPR 2008. LNCS, vol. 5342, pp. 3-3. Springer, Heidelberg (2008)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.