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題名:An Implementation of Distributed Framework of Artificial Neural Network for Big Data Analysis
書刊名:圖書館學與資訊科學
作者:張景堯劉文卿何善豪
作者(外文):Chang, Jiing-yaoLiou, Wen-chingHo, Shan Hao
出版日期:2016
卷期:42:2
頁次:頁45-64
主題關鍵詞:巨量資料分析資料採礦類神經網路多層感知器分散式運算Artificial neural networkBig data analysisData miningDistributed computingMultilayer perceptron
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:0
  • 點閱點閱:5
期刊論文
1.Kaastra, I.、Boyd, M.(1996)。Designing a neural network for forecasting financial and economic time series。Neurocomputing,10(3),215-236。  new window
2.Suresh, S.、Omkar, S.、Mani, V.(2005)。Parallel implementation of back-propagation algorithm in networks of workstations。Parallel and Distributed Systems, IEEE Transactions on,16(1),24-34。  new window
3.Sudhakar, V.、Murthy, C. S. R.(1998)。Efficient mapping of backpropagation algorithm onto a network of workstations。Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on,28(6),841-848。  new window
4.Padgavankar, M.、Gupta, S.(2014)。Big Data Storage and Challenges。International Journal of Computer Science & Information Technologies,5(2)。  new window
會議論文
1.Andonie, R.、Chronopoulos, A.、Grosu, D.、Galmeanu, H.(1998)。Distributed backpropagation neural networks on a PVM heterogeneous system。The Parallel and Distributed Computing and Systems Conference。  new window
2.Dahl, G.、McAvinney, A.、Newhall, T.(2008)。Parallelizing neural network training for cluster systems。The IASTED International Conference on Parallel and Distributed Computing and Networks。  new window
3.Ganeshamoorthy, K.、Ranasinghe, D.(2008)。On the performance of parallel neural network implementations on distributed memory architectures。The Cluster Computing and the Grid, 2008. CCGRID'08. 8th IEEE International Symposium。  new window
4.Kimoto, T.、Asakawa, K.、Yoda, M.、Takeoka, M.(1990)。Stock market prediction system with modular neural networks。The Neural Networks, 1990., 1990 IJCNN International Joint Conference on。  new window
5.Gu, R.、Shen, F.、Huang, Y.(2013)。A parallel computing platform for training large scale neural networks。The Big Data, 2013 IEEE International Conference。  new window
6.Jones, R. D.、Lee, Y.、Barnes, C.、Flake, G.、Lee, K.、Lewis, P.、Qian, S.(1990)。Function approximation and time series prediction with neural networks。The Neural Networks, 1990., 1990 IJCNN International Joint Conference。  new window
7.Liu, Z.、Li, H.、Miao, G.(2010)。MapReduce-based backpropagation neural network over large scale mobile data。The Natural Computation (ICNC), 2010 Sixth International Conference on。  new window
8.Pethick, M.、Liddle, M.、Werstein, P.、Huang, Z.(2003)。Parallelization of a backpropagation neural network on a cluster computer。The International conference on parallel and distributed computing and systems。  new window
9.Yoon, H.、Nang, J. H.、Maeng, S.(1990)。A distributed backpropagation algorithm of neural networks on distributed-memory multiprocessors。The 1990 Frontiers of Massively Parallel Computation,358-363。  new window
10.Xin, R. S.、Rosen, J.、Zaharia, M.、Franklin, M. J.、Shenker, S.、Stoica, I.(2013)。Shark: SQL and rich analytics at scale。The 2013 ACM SIGMOD International Conference on Management of data。  new window
11.White, H.(1988)。Economic prediction using neural networks: the case of IBM daily stock returns。The Neural Networks, 1988., IEEE International Conference。  new window
12.Zaharia, M.、Chowdhury, M.、Das, T.、Dave, A.、Ma, J.、McCauley, M.、Stoica, I.(2012)。Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing。The 9th USENIX conference on Networked Systems Design and Implementation。  new window
學位論文
1.Ho, S. H.(2014)。Distributed Framework of Artificial Neural Network for Planning High-Frequency Trading Strategies(碩士論文)。National Chengchi University。  new window
圖書
1.Chen, M.、Mao, S.、Zhang, Y.、Leung, V. C.(2014)。Big data: Related technologies, challenges and future prospects。Springer。  new window
其他
1.Feng, A.(2013)。Spark and Hadoop at Yahoo: Brought to you by YARN,http://ampcamp.berkeley.edu/wp-content/uploads/2013/07/andy-feng-ampcamp-3-presentation-Spark_on_YARN.pdf。  new window
 
 
 
 
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