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- Proximity plays a key role in the quest for an integrated structural and statistical learning model, since it is a natural bridge between these two approaches [6, 56]. 接近度在集成结构模式识别方法和统计学习方法中起着关键性的角色,在两个方法之间架起了一个天然桥梁[6,56]。
- Statistical Learning Model 统计学习模式
- To improve the rolling effect and reduce the cost, rolling model analysis framework based on data is presented by using the Statistical Learning Theory (SLT). 为提高轧制精度并降低生产成本,本文将统计学习理论的思想引入了冷连轧轧制力能参数的分析中,建立了基于数据的轧制模型分析框架。
- Vapnik V N.The Nature of Statistical Learning Theory [M].NY:Springer Verlag. 边肇祺;张学工.;模式识别[M]
- An algorithm is presented through using structural risk minimization (SRM) based on statistical learning theory. 在研究统计学理论的基础上,提出了以结构风险最小化为目标的训练方法。
- The Support Vector Machines(SVM) based on ethe Statistical Learning Theory can solve this problem. 而基于统计学习理论的支持向量机(SVM) 方法正好克服了这方面的不足。
- Statistical Learning Theory (SLT) is a new statistical theory framework established from finite samples. 统计学习理论是在有限样本情况下新建立起来的统计学理论体系。
- Up until recently, the history of formal education has been a series rejection of this learning model. 直到最近,正规教育因袭的仍然是一套拒绝接受这种学习模式的陈规陋习。
- In this paper,the outline for the theory is rigorously and popularly discribed,and an imagination about Statistical Learning Theory with Additional Information is presented. 该文严谨且通俗地描述了这一理论的概貌,并提出有附加信息的统计学习理论的设想。
- Ilg and Carol Chase Habber.It was the first volume of the 1-7-year-old school children learning model research series. Ilg,CarolChaseHabber,本书为一至七岁学龄孩童学习模式研究之丛书第一册。
- Support vector machines(SVMs) are based on statistical learning theory(SLT).It has been hot research in machine learning area. 支持向量机是一种基于统计学习理论的机器学习方法,成为当前国际机器学习界的研究热点。
- 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。
- Yet the individual learning model is foreign territory for most Net Geners, who have grown up collaborating, sharing, and creating together online. 而对于大多数网络新生代,个人学习模式都是陌生领域,他们的成长伴随着在线合作、分享及共同创造。
- Fortunately, Statistical learning theory (SLT) and support vector machines (SVM) provide methods to solve the problems mentioned above. 与传统统计学方法相比,统计学习理论是一种专门研究小样本情况下机器学习规律的理论。
- Therefore, the majority of blacks, are worthy of our distinguished by the yellow, and it is worthy of our learning model. 所以,大部分黑人,是值得我们黄种人所尊敬的,也是值得我们学习的楷模。
- Learning algorithms, in statistical learning theory, can be described as greedy procedures for stagewise minimization of an appropriate cost funcation. 摘要学习理论中,许多学习算法可以描述为一个最小化适当损失函数的贪婪过程。
- To improve sonar performance in shallow water, a novel method for target localization based on a statistical learning theory's recognizer was proposed. 摘要为了提高声纳在浅水域的性能,提出了一种基于统计学习理论的目标识别器的目标定位方法。
- As the reform of college english teaching and learning deepens, multi-media and network teaching and learning model is practical and generalized in higher education of Chna. 摘要随着我国大学英语教学改革的深入,各高校正在逐步推行利用多媒体、网络技术辅助学习的新的教学模式。
- Support vector machines(SVM),a learning method based on statistical learning theory(SLT),can solve small sample learning problems better. 支持向量机是建立在统计学习理论上的一种学习算法,较好地解决了小样本学习问题。
- RKHS will be an essential tool for establishing a connection between Regularization Theory and Statistical Learning Theory. RKHS是结合正规化理论和统计学理论的必要工具。