Temporal classification for fault-prediction in a real-world telecommunications network
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K. Sharif | M. Jaudet | N. lqbal | A. Hussain | K. Sharif | M. Jaudet | N. lqbal | A. Hussain
[1] C. S. Wallace,et al. Learning Linear Causal Models by MML Sampling , 1999 .
[2] J. Pearl. Causality: Models, Reasoning and Inference , 2000 .
[3] Haym Hirsh,et al. Learning to Predict Rare Events in Event Sequences , 1998, KDD.
[4] Emanuel Parzen. Time Series Analysis of Irregularly Observed Data , 1984 .
[5] Howard J. Hamilton,et al. RFCT: An Association-Based Causality Miner , 2002, Canadian Conference on AI.
[6] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[7] Margaret H. Dunham,et al. Data Mining: Introductory and Advanced Topics , 2002 .
[8] Peter Fröhlich,et al. Using Neural Networks for Alarm Correlation in Cellular Phone Networks , 1999 .
[9] Andreas S. Weigend,et al. Time Series Prediction: Forecasting the Future and Understanding the Past , 1994 .
[10] D. Seese,et al. Algorithms for Spectral Analysis of Irregularly Sampled Time Series , 2004 .
[11] Joseph L. Hellerstein,et al. Rule Induction of Computer Events , 2001, DSOM.
[12] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[13] C. Chatfield,et al. Fourier Analysis of Time Series: An Introduction , 1977, IEEE Transactions on Systems, Man, and Cybernetics.
[14] Richard A. Davis,et al. Introduction to time series and forecasting , 1998 .
[15] Howard J. Hamilton,et al. TimeSleuth: a tool for discovering causal and temporal rules , 2002, 14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings..
[16] Danilo P. Mandic,et al. Recurrent Neural Networks for Prediction , 2001 .
[17] Eric R. Ziegel,et al. The Elements of Statistical Learning , 2003, Technometrics.
[18] David J. Spiegelhalter,et al. Machine Learning, Neural and Statistical Classification , 2009 .
[19] Joseph L. Hellerstein,et al. Predictive algorithms in the management of computer systems , 2002, IBM Syst. J..
[20] Heikki Mannila,et al. Principles of Data Mining , 2001, Undergraduate Topics in Computer Science.
[21] Gary M. Weiss. Timeweaver: a genetic algorithm for identifying predictive patterns in sequences of events , 1999 .
[22] Hong Liang. Adaptive Fourier Analysis For Unequally-Spaced Time Series Data , 2002 .
[23] N. Iqbal,et al. Neural networks for fault-prediction in a telecommunications network , 2004, 8th International Multitopic Conference, 2004. Proceedings of INMIC 2004..
[24] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[25] Trevor Hastie,et al. The Elements of Statistical Learning , 2001 .