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以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性...
以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性分类问题
为对象进行研究,仿真实验结果表明采用新保角映射可以快速显著地改善分类器泛化性能,而且能大幅度地减少支持向量的数目。-Two novel conformal transformations were proposed based on the Riemannian geometry theory and S.Amari’sidea.And the kernel function was modified by the transformation in a data-dependent way.Our experimental results for theartificial nonlinear data set show that the generalization performance of support vector machines classifier is improvedremarkably and the number of support vectors is decreased greatly.
- 2022-01-26 07:39:35下载
- 积分:1
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遗传算法的简单程序,可用于离散变量优化,多目标优化等许多领域...
遗传算法的简单程序,可用于离散变量优化,多目标优化等许多领域-the simple procedure can be used for optimization of discrete variables, such as multi-objective optimization in many areas
- 2022-10-19 13:10:03下载
- 积分:1
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计算机海洋油污染扩散模型。简单一点的,但这…
海洋油污扩散模型的计算机实现。简单了点,不过也是一中思路。-marine oil pollution diffusion model of the computer. The simple point, but which is also a line of thought.
- 2022-05-19 22:54:20下载
- 积分:1
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height 遗传身高计算 根据父母的升高计算后代身高
height 遗传身高计算 根据父母的升高计算后代身高-height
- 2022-07-03 22:52:33下载
- 积分:1
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卡内基梅隆大学,采用人工神经网络方法进行人脸训练和识别的c程序源代码,程序中注释比较详细,不多说了。...
卡内基梅隆大学,采用人工神经网络方法进行人脸训练和识别的c程序源代码,程序中注释比较详细,不多说了。-Carnegie Mellon University, artificial neural network method for training and Face Recognition c source code, procedures Notes in greater detail, not much to say.
- 2022-03-30 02:08:09下载
- 积分:1
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关联规则中的频繁项集生成算法TreeMiner,可在linux和windows下编译运行。...
关联规则中的频繁项集生成算法TreeMiner,可在linux和windows下编译运行。-Frequent one of related rule collect and produce algorithm TreeMiner , can compile running under linux and windows
- 2022-06-26 11:47:17下载
- 积分:1
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遗传算法基本原理PPT下载,适合初学者学习,一共有四部分。
遗传算法基本原理PPT下载,适合初学者学习,一共有四部分。-The basic principles of genetic algorithms PPT download, suitable for beginners to learn, a total of four parts.
- 2022-07-16 10:53:52下载
- 积分:1
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程序可以实现三
程序可以实现三维目标的跟踪监控,利用的是扩展卡尔曼滤波器EKF算法-Program can achieve the three-dimensional target tracking control, the use of the extended Kalman filter EKF algorithm
- 2022-03-11 10:53:08下载
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单神经元pid源码实现,对初学的朋友很有帮助
单神经元pid源码实现,对初学的朋友很有帮助-The program can realize single neural pid with MATLAB.The algorithm is simple and easy to understand.
- 2023-01-21 11:05:04下载
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微软嗯
微软的基于HMM的人脸识别原代码, 非常经典的说-Microsoft HMM-based Face Recognition source, said the very classic
- 2022-03-23 00:16:28下载
- 积分:1