Modeling gully erosion susceptibility in Phuentsholing, Bhutan using deep learning and basic machine learning algorithmsDeep learningGully erosion susceptibilityCNNChi-square attribute evaluationPhuentsholingThe
所属专辑:Deep Learning for Remote Sensing Data-英文文献朗读 音频列表 1 II-1 52 2016-12 2 4.Basic algorithms in deep learning 89 2016-12 3 3.The general framework 42 2016-12 4 7.Conclusions and future work 29 2016-12 5 6.Experiments and analysis ...
Deep neural networks (DNNs) are forms of machine learning methods. In machine learning, it is often necessary to reduce the complexity of the input data and make relevant patterns more visible forthe learning algorithms to function. Indeed, their performance greatly depends on how accurately these...
By employing algorithms learned from data, machine learning enables computers to dig out hidden insights(e.g. trends) from the data. In other words, if you have a set of data and give them to a computer, the computer can analyze the data with the help of machine learning, and form a ...
What is machine learning? Machine learning is atechniquewhere a machine sifts through numerous amounts of data to find patterns. This technique is frequently used for AI purposes. Machine learning uses algorithms that train a machine to learn patterns based on differentiating features about the d...
Artificial intelligence has recently received much attention largely because of substantial improvements in image recognition performance, based largely on a class of algorithms known as deep...doi:10.1007/978-3-319-94878-2_4Bradley J. Erickson...
Algorithms, Part I 前言 目前我已暂停学习深度学习课程,虽然之前的学习过程很愉快,但我现在想要挑战一下自己。机器学习在很多大学都被分在计算机科学底下,而我又了解到要学习compute science几乎不可能绕过数据结构和算法这一部分内容,这一部分的知识也决定着一个高级程序员的功底。 为了补充自己在数据结构和算法这...
U W Z Zone A collection of Fibre Channel N_Ports and/or NL_Ports (i.e., device ports) that are permitted to communicate with each other via the fabric. Any two N_Ports and/or NL_Ports that are not members of at least one common zone are not permitted to communicate via the fabric...
Future variations in firmware and control algorithms among different platforms may yield diverse responses to sensor failures. Individual Sensor Focus In our current work, we intentionally focused on a detailed exploration of individual sensor failure scenarios. Future enhancements may address situations ...
Recently, deep learning has also been utilized to achieve segmentation tasks and achieved high performance [23]. Since neural networks can learn the high-dimensional hierarchical features of instances from large sets of training data, deep learning algorithms can attain a high generalization capability ...