دانلود کتاب Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II

Name: Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II
Availability: InStock
Author: Hai-Long Nguyen
ISBN: 9783642302169, 3642302165, 9783642302190, 36423021

by Hai-Long Nguyen, Yew-Kwong Woon, Wee-Keong Ng, Li Wan (auth.), Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey (eds.)

عنوان فارسی: پیشرفت در کشف دانش و داده کاوی: 16 اقیانوس آرام آسیا کنفرانس، PAKDD 2012، Kuala Lumpur، مالزی ، 29 مه - 1 ژوئن ، 2012 ، مجموعه مقالات ، بخش دوم
ناشر: Springer-Verlag Berlin Heidelberg
سال: 2012
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 445-468
شابک: 9783642302169, 3642302165, 9783642302190, 36423021
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 18.00 مگابایت

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The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.