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- A novel predistorter model based on Support Vector Machine(SVM) is proposed to linearlize nonlinear Power Amplifier(PA) with memory. 提出了一种新的针对记忆非线性功率放大器的支持向量机(SVM)预失真器。
- Abstract: Support vector machine (SVM) is a powerful machine learning technique based on statistical learning theory (SLT). 文章摘要: 支持向量机是建立在统计学理论之上的强有力的机器学习技术。
- To increase fermentation unit,the strategy of optimization control that combines the support vector machine(SVM)with genetic algorithm based on real coding(RGA)is proposed. 为了提高微生物发酵单位,提出了支持向量机(SVM)与基于实数编码遗传算法(RGA)相互耦联的优化控制策略。
- The objective function in the unconstrained model of linear Support Vector Machine(SVM) is not twice differentiable which precludes the use of a fast Newton method. 摘要 线性支持向量机的无约束优化模型的目标函数不是一个二阶可微函数,因此不能应用一些快速牛顿算法来求解。
- Facing the problem of vocal discrimination in pop music,the authors propose applying MFCC parameters as features,and Support Vector Machine(SVM) as classifier. 摘要 针对流行音乐中人声的发现问题,使用SVM分类器针对MFCC特征进行训练和分类。
- Improved KNN-SVM that combined Support Vector Machine(SVM) with weighted K Nearest Neighbor(KNN) is presented to improve the accuracy of gender recognition nearby SVM hyperplane. 摘要 针对支持向量机(SVM)在超平面附近进行性别识别的不准确性,引入进行加权的K近邻(KNN)算法。
- After dimensionality reduction to extracted eigenvector by K-L transform,genuine signatures and forgeries are distinguished through Support Vector Machines(SVM). 运用K-L变换对已提取的特征向量进行降维,最后输入支持向量机进行真伪鉴别。
- As the traditional Support Vector Machines(SVM) is sensitive to the noises or outliers,Fuzzy Support Vector Machines is introduced,but the determination of fuzzy membership is a difficulty. 摘要 传统的支持向量机对噪声或野点是敏感的,针对这种情况,引入了模糊支持向量机,但模糊隶属度的确定是个难点。
- Keywords Alternative splicing;Donor site;Acceptor site;Support vector machine(SVM); 选择性剪切;供体位点;受体位点;支持向量机;
- Keywords burn scar;chroma emendation;chroma analysis;Artificial Neural Networks(ANN);Support Vector Machine (SVM); 瘢痕;色度校正;色度分析;人工神经网络(ANN);支持矢量机(SVM);
- Keywords visual evoked potentials(VEP);brain-computer interface(BCI);single-trial estimation;support vector machine(SVM); 关键词视觉诱发电位;脑-机接口;单次提取;支持向量机;
- Keywords support vector machine(SVM);incremental learning;multiclass classification;outlier and noise;extrapolation;identification; 支持向量机;增量学习;多类分类;孤立点与噪音点;外插值;辨识;
- Keywords electroencephalogram;Brain-Computer Interface(BCI);Support Vector Machine(SVM);Common Spatial Subspace Decomposition(CSSD); 关键词脑电信号;脑-机接口;支持向量机;共空域子空间分解;
- Keywords Sub-health state;Pulse wave;Feature extract;Linear Discriminant Analysis (LDA );Support Vector Machine (SVM); 亚健康状态;脉搏信号;特征提取;线性判别式分析;支持向量机;
- Keywords single-trial estimation;brain-computer interface(BCI);feature selection;visual-evoked potentials;support vector machine(SVM).; 单次提取;脑-机接口;特征选择;诱发电位;支持向量机;
- Keywords Motor image(MI);Brain-computer interface(BCI);Event-related synchronization desychronization(ERS/ERD);Field strength;Support vector machine(SVM); 运动想象;脑机接口;事件相关同步/去同步;能量场强;支持向量机;
- The uploaded Support Vector Machine (SVM) Classifier can classify text-type data well. 详细说明:支持向量机分类器(可分类文本,编的非常不错)
- Support Vector Machine (SVM) , which based on Statistic Learning Theory, has the adaptive generation ability. 建立在统计学习理论基础之上的支持向量机具有和样本数相适应的最优泛化能力。
- Finally, Support Vector Machine (SVM) was used to validate the correctness of algorithm. 最后利用支持向量机(SVM)作为算法验证的分类器。
- Support Vector Machine (SVM) is a novel powerful machine learning method based on SLT. 支持向量机是在该理论体系下产生的一种新的、非常有力的机器学习方法。
