Information Fusion(Ensemble System)in Data Warehousing and Data Mining Год выпуска: 2013Автор: Amit GanatraИздательство: LAP Lambert Academic PublishingСтраниц: 200ISBN: 9783659395871Описание Information fusion is becoming a major need in Data Mining. Typical applications of these techniques include data modeling (ensemble methods). The behavior of various classification algorithms differs based on accuracy and computational complexity. For some algorithms there may be a significant variation in the performance when some parameters are varied. In this research the behavior of the modified AdaBoost algorithm with NN as a base classifier and as a preprocessing step feature selection combined with the evaluation schemas (like subset evaluation, consistency based, correlation based, filter approach, wrapper approach etc.) are applied by varying the number of parameters. Predictive accuracy is substantially improved when combining multiple predictors. A novel idea of an Ensemble System applying Boosting to Neural Networks for High Dimensional Datasets. The method uses Genetic Algorithms (to select relevant features) for essential feature selection with various Evaluation...
Похожие книги
Michael D. McGinnis, Bloomington Workshop in Political Theory and polic Indiana University. Polycentric Governance and Development: Readings from the Workshop in Political Theory and Policy Analysis (Institutional Analysis). – М.: , 0. – 0 с. Michael D. McGinnis, Bloomington Workshop in Political Theory and polic Indiana University. Polycentricity and Local Public Economies: Readings from the Workshop in Political Theory and Policy Analysis (Institutional Analysis). – М.: , 0. – 0 с. International Symposium in Economic Theory and Econometrics 1996 univ, Carl Chiarella, Steve Keen, Robert Marks, Hermann Schnabl. Commerce, Complexity, and Evolution: Topics in Economics, Finance, Marketing, and Management : Proceedings of the Twelfth International Symposium in E ... Symposia in Economic Theory and Econometrics). – М.: , 0. – 0 с. Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects: 8th Industrial Conference, ICDM 2008 Leipzig, Germany, July ... (Lecture Notes in Computer Science). – М.: , 2008. – 428 с. European Commission European Commission and Joint Research Centre Joint Research Centre. The “Hot-run” Version of the ENSEMBLE System to the ECURIE Level 3. – М.: Dictus Publishing, 2013. – 52 с. Girmay Murutse Weldemcihael and Yayneshet Tesfay. Honeybee colonies and Beekeeping Production systems in North Ethiopia. – М.: LAP Lambert Academic Publishing, 2012. – 136 с. Elena Stoykova,Marin Nenchev and Ventseslav Sainov. Optical elements and systems in laser technique and metrology. – М.: LAP Lambert Academic Publishing, 2012. – 256 с. Deb Narayan Nath,Partha Roy and Amit Kumar Jana. Studies of exciplex system in condensed phase:Magnetic field effect. – М.: LAP Lambert Academic Publishing, 2015. – 168 с. Amit Ganatra. Information Fusion(Ensemble System)in Data Warehousing and Data Mining. – М.: LAP Lambert Academic Publishing, 2013. – 200 с. Vimalkumar Bhupatbhai Vaghela,Kalpesh H. Vandra and Nilesh K. Modi. Ensemble Classifier in Data Mining. – М.: LAP Lambert Academic Publishing, 2012. – 160 с. Arik Friedman,Ran Wolff and Assaf Schuster. Embedding Privacy in Data Mining. – М.: LAP Lambert Academic Publishing, 2011. – 148 с. Ashish Seth and Kirti Seth. Data Mining in Decision Making (A Multi Rule Algorithm). – М.: LAP Lambert Academic Publishing, 2012. – 108 с. Ramyachitra Duraisamy and Manikandan Pandurangan. Data Mining Techniques for Protein Sequence Analysis. – М.: LAP Lambert Academic Publishing, 2014. – 88 с. Zelalem Berhanu and Tsegahiwot Teketel. Internal Control Systems in Swedish Small and Medium size Enterprises. – М.: LAP Lambert Academic Publishing, 2012. – 112 с. Dr.Md.Shakil Khan and . S.M.Faisal. Model Islamic Banking System in India-Challenges and Prospects. – М.: LAP Lambert Academic Publishing, 2010. – 248 с. In-Soo Han and Keun-Yeob Oh. LCD Industry in East Asia. – М.: LAP Lambert Academic Publishing, 2013. – 112 с. Magdalena Radulescu. Developments of the banking systems in the Central and Eastern Europe. – М.: LAP Lambert Academic Publishing, 2014. – 316 с. Образцы работ
Задайте свой вопрос по вашей теме
Контакты
Поделиться
Мы в социальных сетях
Реклама
Отзывы
Надежда Здравствуйте, Георгий! Большое спасибо за Вашу работу. Я передала Елене 500 рублей. Еще раз спасибо))
