By the application of graph theory to some classificatory problems it has been possible to reconstruct evolutionary branching sequences. Computer classification has been successfully applied across a broad range of disciplines. 展开 关键词:Classification Sciences Scientific Concepts Theories ...
A computer can be classified based on its size, capacity, and purpose. The following diagram illustrates different types of computers as per their size, capacity, and purpose. Computer's classification based on Size As per the size, a computer can be broadly classified as follows − ...
Specific purpose computers are designed to handle a specific problem or to perform a specific task. A set of instructions is built into the machine. According to data handling, computers are analog, digital or hybrid. Analog computers work on the principle of measuring, in which th...
Australia's National Classification System for Publications, Films and Computer Games: Its Operation and Potential Susceptibility to Political Influence in... The purpose of this article is to examine Australia's regulatory system for the classification of publications, films and computer games, the ...
A bookclassification schemeis usually developed for the organisation of documents and/or their records. But a classification scheme with a very different purpose, i.e. for scientometric evaluation, is proposed byGlanzel and Schubert (2003). This is a two-level hierarchic classification system of ...
Contrary to OvR, OvO requires more number of classifiers to be trained and is computationally slower approach but is not easily affected by data imbalance. Random forest, kNN, and neural network can perform binary, multiclass, or multilabel classification. For purpose of generating multilabel ...
biomedical image processing; computer aided diagnosis; breast cancer detection; digital mammograms; deep learning1. Introduction Cancer is considered to be the gradual expansion and growth of abnormal cells in the human body. Breast cancer has been among the major cause of death among women world...
Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine capable of responding in a manner similar to human intelligence. Research in this area includes robotics, language recognition, image identification, natural...
hdf5, it only need a normal size of memory of computer(e.g.8 G or less) during training. we use jupyter notebook:pre-processing.ipynbto pre-process data. you can have a better understanding of this task and data by taking a look of it. you can also generate data by yourself in th...
Meanwhile, the advancement in GPU also encouraged the revival of machine learning. CNN has been applied in numerous domains, especially in computer vision related fields. In the RS field, CNN has been proven as a reliable tool for extraction and classification [24]. Scott et al. [25] ...