Computer Science ›› 2018, Vol. 45 ›› Issue (11): 298-303.doi: 10.11896/j.issn.1002-137X.2018.11.048
• Interdiscipline & Frontier • Previous Articles Next Articles
WU Yu, YAN Guang-hui, WANG Ya-fei, MA Qing-qing, LIU Yu-xuan
CLC Number:
[1]LI X T.Research on Key Technologies of Multi-Relational Graph Mining Based on Tensors[D].Harbin:Harbin Institute of Technology,2013.(in Chinese) 李旭涛.基于张量的多关系图挖掘关键技术研究[D].哈尔滨:哈尔滨工业大学,2013. [2]YANG B,LIU D Y,LIU J M,et al.Complex Network Clustering Algorithms[J].Journal of Software,2009,20(1):54-66.(in Chinese) 杨博,刘大有,LIU J M,等.复杂网络聚类方法[J].软件学报,2009,20(1):54-66. [3]MØRUP M.Applications of tensor (multiway array) factorizations and decompositions in data mining[J].Wiley Interdisciplinary Reviews Data Mining & Knowledge Discovery,2011,1(1):24-40. [4]HITCHCOCK F L.The expression of a tensor or a polyadic as a sum of products[J].Journal of Mathematics and Physics,1927,6(1-4):164-189. [5]KOLDA T G,BADER B W.Tensor Decompositions and Applications[J].Siam Review,2009,51(3):455-500. [6]HARSHMAN R A.Foundations of the PARAFAC procedure:Model and conditions for an ‘explanatory’multi-mode factor analysis [J].UCLA Working Papers in Phonetics,1970,16:1-84. [7]CARROLL J D,PRUZANSKY S,KRUSKAL J B.CAN- DELINC:a general approach to multi dimension analysis of many-way arrays with linear constraints on parameters[J].Psychometrika,1980,45(1):3-24. [8]PAPALEXAKIS E E,FALOUTSOS C,SIDIROPOULOS N D.ParCube:Sparse Parallelizable Tensor Decompositions[J].Acm Transactions on Knowledge Discovery from Data,2012,10(1):521-536. [9]ANTIKAINEN J,HAVEL J,JOSTH R,et al.Nonnegative Tensor Factorization Accelerated Using GPGPU[J].IEEE Transactions on Parallel & Distributed Systems,2011,22(7):1135-1144. [10]ZOU B,LI C,TAN L,et al.GPUTENSOR:Efficient tensor factorization for context-aware recommendations[J].Information Sciences,2015,299:159-177. [11]KANG U,PAPALEXAKIS E,HARPALE A,et al.GigaTensor:scaling tensor analysis up by 100 times-algorithms and discoveries[C]∥ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.ACM,2012:316-324. [12]COOK S.CUDA Programming-A Developer’s Guide to Parallel Computing with GPUs[M].Beijing:China Mechine Press,2014.(in Chinese) COOK S.CUDA并行程序设计[M].北京:机械工业出版社,2014. [13]BELL N,GARLAND M.Efficient Sparse Matrix-Vector Multiplication on CUDA[OL].http://www.users.csbsju.edu/~mheroux/fau2013_csci317/SPMV-Garland-Bell.pdf. [14]LEY M.DBLP:some lessons learned[J].Proceedings of the VLDB Endowment,2009,2(2):1493-1500. [15]HARPER F M,KONSTAN J A.The MovieLens Datasets:History and Context[J].ACM Transactions on Internactive Intelligent Systmes(TiiS),2015,5(4):19. |
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