Journal of Engineering and Applied Sciences

Year: 2017
Volume: 12
Issue: 18
Page No. 4651 - 4656

Machine Learning-Based Topical Web Crawler: An Ensemble Approach Incorporating Meta-Features

Authors : Tae Jun Kim and Han- Joon Kim

References

Andrew, G. and J. Gao, 2007. Scalable training of L 1-regularized log-linear models. Proceedings of the 24th International Conference on Machine Learning, June 20-24, 2007, ACM, Corvalis, Oregon, USA., ISBN:978-1-59593-793-3, pp: 33-40.

Bottou, L., 2010. Large-scale machine learning with stochastic gradient descent. Proceedings of the 19th International Conference on Computational Statistics (COMPSTAT'10), August 22-27, 2010, Springer, Paris France, pp: 177-186.

Breiman, L., 2001. Random forests. Mach. Learn., 45: 5-32.
CrossRef  |  Direct Link  |  

James, G., 1998. Majority vote classifiers: Theory and applications. Ph.d Thesis, Stanford University, Stanford, California.

Joachims, T., 1998. Text categorization with support vector machines: Learning with many relevant features. Proceedings of the 10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998, Springer, Berlin, Heidelberg, pp: 137-142.

McCallum, A. and K. Nigam, 1998. A comparison of event models for naive bayes text classification. Proceedings of the Workshop on Learning for Text Categorization, July 26-27, 1998, AAAI Press, Madison, Wisconsin, USA., pp: 41-48.

Nugroho, M.S. and M. Suryanegara, 2016. Analysis of interference of Unmanned Aircraft System (UAS) and ixed service at frequency band 12.5-12.75 GHz by considering the factor of rain attenuation. J. Adv. Technol. Eng. Stud., 2: 164-169.

Peng, C.Y., K.L. Lee and G.M. Ingersoll, 2002. An introduction to logistic regression analysis and reporting. J. Educ. Res., 96: 3-14.
CrossRef  |  Direct Link  |  

Thornton, C., F. Hutter, H.H. Hoos and K.L. Brown, 2013. Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms. Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 11-14, 2013, ACM, Chicago, Illinois, ISBN:978-1-4503-2174-7, pp: 847-855.

Wang, C., Z.Y. Guan, C. Chen, J.J. Bu and J.F. Wang et al., 2009. On-line topical importance estimation: An effective focused crawling algorithm combining link and content analysis. J. Zhejiang Univ. Sci. A., 10: 1114-1124.
Direct Link  |  

Yang, F.J., 2016. The user interface design of an intelligent tutoring system for relational database schema normalization. Intl. J. Technol. Eng. Stud., 2: 70-75.
Direct Link  |  

Yuan, Q., G. Cong and N.M. Thalmann, 2012. Enhancing naive bayes with various smoothing methods for short text classification. Proceedings of the 21st International Conference on World Wide Web, April 16-20, 2012, ACM, Lyon, France, ISBN:978-1-4503-1230-1, pp: 645-646.

Zou, H. and T. Hastie, 2005. Regularization and variable selection via the elastic net. J. Royal Stat. Soc., 67: 301-320.
CrossRef  |  Direct Link  |  

Design and power by Medwell Web Development Team. © Medwell Publishing 2024 All Rights Reserved