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CMM Based Software Quality Management - nju.edu.cn
wireless computer networks that use the Internet protocol suite (TCP/IP) to link billions of devices worldwide. . It is a network of networks that consists of millions of private, public, academic, business, and government networks of local to global scope, linked by a broad array of electronic, wireless, and optical networking technologies. 11
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Introduction to Convolutional Neural Networks - nju.edu.cn
cs.nju.edu.cnThis is a note that describes how a Convolutional Neural Network (CNN) op-erates from a mathematical perspective. This note is self-contained, and the focus is to make it comprehensible to beginners in the CNN eld. The Convolutional Neural Network (CNN) has shown excellent performance in many computer vision and machine learning problems.
Isolation Forest - Nanjing University
cs.nju.edu.cnIsolation Forest Fei Tony Liu, Kai Ming Ting Gippsland School of Information Technology Monash University, Victoria, Australia {tony.liu},{kaiming.ting}@infotech.monash.edu.au
Ensemble Learning - nju.edu.cn
cs.nju.edu.cnGenerally speaking, there is no ensemble method which outperforms other ensemble methods consistently. Empirical ... For example, it is well-known that the classification boundaries of decision trees are linear segments parallel to coordinate axes. If the target classification boundary is a smooth diagonal line, using a single decision tree ...
Homework 2 - nju.edu.cn
cs.nju.edu.cnSolution doc1 = [0.8974, 0.1257, 0, 0.4230] doc2 = [0.0756, 0.7867, 0.6127, 0] doc3 = [0.5953, 0, 0.7062, 0.3833] Exercise 6.17 With term weights as computed in Exercise 6.15, rank the three documents by computed score for the query car insurance, for each of the following cases of term weighting in the query: 1.
Isolation Forest - nju.edu.cn
cs.nju.edu.cnlinear time complexity with a low constant and a low mem-ory requirement. Our empirical evaluation shows that iFor- ... and small data size because of their high computational complexity. ... In a data-induced random tree, partitioning of instances are repeated recursively until all instances are iso-lated. This random partitioning produces ...
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