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Titlebook: Advances in Knowledge Discovery and Data Mining, Part II; 16th Pacific-Asia Co Pang-Ning Tan,Sanjay Chawla,James Bailey Conference proceedi

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發(fā)表于 2025-3-21 18:08:03 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Advances in Knowledge Discovery and Data Mining, Part II
期刊簡稱16th Pacific-Asia Co
影響因子2023Pang-Ning Tan,Sanjay Chawla,James Bailey
視頻videohttp://file.papertrans.cn/149/148623/148623.mp4
發(fā)行地址Up-to-date results.Fast track conference proceedings.State-of-the-art report
學科分類Lecture Notes in Computer Science
圖書封面Titlebook: Advances in Knowledge Discovery and Data Mining, Part II; 16th Pacific-Asia Co Pang-Ning Tan,Sanjay Chawla,James Bailey Conference proceedi
影響因子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.
Pindex Conference proceedings 2012
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Philosophical Ethics and Practical Ethics,ously arriving. It is a known fact that in high-dimensional datasets, not all features are critical for training a classifier. To improve the performance of data stream classification, we propose an algorithm called HEFT-Stream (.eterogeneous .nsemble with .eature drif. for Data .) that incorporates
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The Skeptical Critique of Clinical Ethics,pect, the Intrusion Detection Systems .IDS. are intended to protect information systems against intrusions. However, IDS are plugged with several problems that slow down their development, such as low detection accuracy and high false alarm rate. In this paper, we introduce a new IDS, called OMC-IDS
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The Process of Ethics Consultation,Mining approach. The assignment of high weights to important items enables rules that express relationships between high weight items to be ranked ahead of rules that only feature less important items. Most previous research to weight assignment has used subjective measures to assign weights and are
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Genetics: Nurses Roles and Responsibilitiesssion (AE) events which are caused by damage. Then we propose a novel method for mining patterns from the numerical data such as AE. The proposed method extracts patterns of two clusters considering co-occurrence between clusters and similarity within each cluster at the same time. In addition, we u
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Ben Benjamin,Aimee Milliken,Pamela Grace. Nevertheless, a main problem is related to their very high number and to the low quality of several mined rare patterns. In order to overcome these limits, we propose to integrate the correlation measure . aiming at only mining the set of rare . patterns. A characterization of the resulting set is
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