机器学习

For the purpose of helping the local veterinaries to diagnose goat disease, authors constructed expert system and proposed dual-core diagnosis mechanism of inference engine, which is the credibility factor associated with the weighted forecast reasoning and machine learning Bayesian which supports reasoning algorithms, The prototype system was constructed, and some field experiments were carried out.

为辅助兽医求解当地主要经济动物山羊疾病诊断治疗问题，建模山羊疾病诊断专家系统体系架构，提出双推理机核的推理机制，设计重权关联因子可信度预测推理和支持机器学习的贝叶斯推理算法，构造原型系统，开展现场试验。

Second, we propose an coreference resolution algorithm for Chinese discourse based on Centering theory, and machine learning is employed to improve the precision.

第二部分是汉语篇章中的指同求解技术，我们提出了一种基于定心理论的算法，并且在其中引入了机器学习方法来提高求解正确率。

To drive the die-cut, printing and etc. business expanding both for Great China and other branches of Brady in Globally.

目前团队专注于：模切印刷工艺的创新性研究，先进控制算法研究，人工智能，机器学习等方面的创新研究，以驱动模切，印刷以及其他业务的在大中国以及贝迪其他区域的扩展。

We used C4.5 in our experiments and obtained accuracies of the order of 80%.

我们在已经加工完毕的 80篇汉语语料的基础上，抽取了用于机器学习的训练集和测试集，并使用C4.5进行了测试，识别正确率在 80 %以上。

Based on the different Ontology tree structures,namely nodes,edges,and sub-trees,various lexical-semantic relations,including synonymy,paternity,and semantic isomorphs,are applied into text virtual example constructing.

初步实验表明，该方法与原分类及类似方法相比具有更好的分类精度和推广能力。1引言虚拟样本是对机器学习中的实际样本集进行某种知识驱动下的扩展，所获得的人工生成样本。

Support vector machines are a very specific class of algorithms, characterized by the use of a maximal margin hyper-plane the theory of kernels, the absence of local minima, convex optimization the sparseness of the solution, Mercers theorem and the capacity control obtained by acting on the margin.

支持向量机是机器学习领域若干标准技术的集大成者，它集成了最大间隔超平面、Mercer核、凸二次规划、稀疏解和松弛变量等多项技术，在若干挑战性的应用中，获得了目前为止最好的性能。

This paper presented a spill codes and memory access pressure sensitive machine learning for register allocation.

基于遗传算法提出了溢出代码和访存压力敏感的机器学习来调试寄存器分配的权值函数。

Michael Q. Zhang, Professor of Cold Spring Harbor Laboratory and Changjiang Chair Professor of Tsinghua University, and Dr. Xuegong Zhang, Professor of Tsinghua University and Tsinghua National Laboratory. The candidate should have a gained Ph.D degree in related majors and have experience in computational biology research such as DNA sequence analysis and microarray data analysis. In particular, strong skills in machine learning / statistical pattern recognition and working knowledge of molecular biology are required. Efficient ability of reading, writing and communicating in English is required.

Zhang博士在清华信息科学与技术国家实验室生物信息学研究部与张学工教授联合招收计算分子生物学博士后研究人员1-2名，应聘者需具有相关专业的博士学位，在如DNA序列分析、基因芯片数据分析等方面有计算生物学研究经验，尤其在机器学习与统计模式识别方面较强的基础和技能，在分子生物学方面有必要的知识，同时需要有较强的英语阅读、写作和交流能力。

His primary research interests center around speech recognition, speech retrieval and machine learning.

民国91年至本校任教，研究专长在於语音处理、资讯检索与机器学习等领域，已发表相当数量的期刊与会议论文，且陆续发展出相关雏形研究系统，其中多个核心技术获得产业界青睐并技转成功。

According to the features of natural language, conduct a deep study and comparison in many fields such as the algorithm optimization, features'representation and selection, multi-class problem, parameter selection and probabilistic output of support vector machine such that the general machine learning technology can be applied into natural language processing tasks. 2. According to the feature of lexical tagging , propose a novel disambiguate algorithm that improves the performance and efficiency of this task and provides a good fundament for deeper analysis.

针对自然语言处理任务的特点，对于算法优化、特征的表示和选择、多分类问题、参数选择和支持向量机的概率输出等问题进行深入的研究和比较，使自然语言处理任务可以应用通用的高精度机器学习方法得以解决。

On the other hand, the more important thing is because the urban housing is a kind of heterogeneity products.

另一方面，更重要的是由于城市住房是一种异质性产品。

Climate histogram is the fall that collects place measure calm value, cent serves as cross axle for a few equal interval, the area that the frequency that the value appears according to place is accumulated and becomes will be determined inside each interval, discharge the graph that rise with post, also be called histogram.

气候直方图是将所收集的降水量测定值，分为几个相等的区间作为横轴，并将各区间内所测定值依所出现的次数累积而成的面积，用柱子排起来的图形，也叫做柱状图。