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13 marzo

Fluff on top of the fluff

Contents

Abstract in Thai
Abstract in English 
Acknowledgement    
Contentsviii
List of Figures
List of Tables
CHAPTER 
1   INTRODUCTION
      1.1   Motivation and Problem Description
      1.2   The Objective of Research
      1.3   The Scope of Study
2   BACKGROUND, METHODLOGY AND MODEL DESIGN 
      2.1   Industry Background and Data Selection
       2.1.1   Industry Background
       2.1.2   Data Selection
      2.2   Decision tree Modeling  
       2.2.1   Recursive Partitioning 
       2.2.2   C45 Algorithm  
      2.3   MLP Neural Network Modeling  
       2.3.1   Introduction to Neural Networks 
       2.3.2   MLP Neural Network Architecture 
       2.3.3   Learning Algorithms 
        2.3.3.1   Levenberg-Marquardt Algorithm  
      2.4   Dimension Reducing Methods 
       2.4.1   Principal Components Analysis 
      2.5   Prediction Process Flow Design 
3   EXPERIMENTAL APPLICATION 
      3.1   Data Physical Preprocessing 
      3.2   Input Pruning 
       3.2.1   Data Normalization 
       3.2.2   Input Reduction 
      3.3   Tuning Neural Networks Models 
       3.3.1   Data Partition 
       3.3.2   Preliminary Training 
       3.3.3   Early Stop 
       3.3.4   Direct Connections 
       3.3.5   Number of Hidden Units 
4   EXPERIMENT RESULT  
      4.1   Experimental processing results 
      4.2   Accuracy Evaluation 
5   CONCLUSIONS AND FUTURE WORKS 
      5.1   Conclusions 
      5.2   Discussions 
      5.3   Future works  
REFERENCES 
APPENDICES 
     Appendix A Telecommunication Business Architecture SAS solution (TIS) 
     Appendix B Coding 
VITAE 
07 marzo

数学知识

PCA (principal components analysis) 主要成分分析 pruning inputs 主要是减少输入参数的个数
应用方法:旋转坐标
 
方差和标准差是用来描述一组数据的波动性的(集中还是分散)标准差的平方就是方差
07 gennaio

泰语学习部分

   หนทางอันยาวไกล มีเธอเคียงข้างไป ฉันคงไม่เหงา
 
     สนับสนุน     拥护,支持,赞助     ความเห็น    意见,建议
     หนังสือรับรอง 证明信         หลักฐาน          证实           เชี่ยวชาญ     专家

คุณสมบัติของการยื่นคำขอประเภทเข้ามาเป็นผู้เชี่ยวชาญ

มีคุณสมบัติดังต่อไปนี้

  1)

ต้องเป็นบุคคลผู้มีความรู้ไม่ต่ำกว่าปริญญาตรี และมีความสามารถเป็นพิเศษอยู่ในความต้องการและเป็นประโยชน์ต่อประเทศ  และ

2)

ต้องได้รับการสนับสนุนและมีหนังสือรับรองเป็นหลักฐานจากหน่วยงานของรัฐที่เกี่ยวข้อง และ

3)

มีหนังสือรับรองซึ่งรับรองการทำงานในหน้าที่การงานนั้น ๆ ระบุระยะเวลาการทำงานอย่างน้อย 3 ปีนับจนถึงวันที่ยื่นคำร้อง

 
12 novembre

t检验与F检验有什么区别

 
 
How different between t-Test and F -test ?
 

1.检验有单样本t检验,配对t检验和两样本t检验。

单样本t检验:是用样本均数代表的未知总体均数和已知总体均数进行比较,来观察此组样本与总体的差异性。

配对t检验:是采用配对设计方法观察以下几种情形,1,两个同质受试对象分别接受两种不同的处理;2,同一受试对象接受两种不同的处理;3,同一受试对象处理前后。

F检验又叫方差齐性检验。在两样本t检验中要用到F检验。

从两研究总体中随机抽取样本,要对这两个样本进行比较的时候,首先要判断两总体方差是否相同,即方差齐性。若两总体方差相等,则直接用t检验,若不等,可采用t'检验或变量变换或秩和检验等方法。
其中要判断两总体方差是否相等,就可以用F检验。

2.t检验和方差分析的前提条件及应用误区
用于比较均值的t检验可以分成三类,第一类是针对单组设计定量资料的;第二类是针对配对设计定量资料的;第三类则是针对成组设计定量资料的。后两种设计类型的区别在于事先是否将两组研究对象按照某一个或几个方面的特征相似配成对子。无论哪种类型的t检验,都必须在满足特定的前提条件下应用才是合理的。
  若是单组设计,必须给出一个标准值或总体均值,同时,提供一组定量的观测结果,应用t检验的前提条件就是该组资料必须服从正态分布;若是配对设计,每对数据的差值必须服从正态分布;若是成组设计,个体之间相互独立,两组资料均取自正态分布的总体,并满足方差齐性。之所以需要这些前提条件,是因为必须在这样的前提下所计算出的t统计量才服从t分布,而t检验正是以t分布作为其理论依据的检验方法。
  值得注意的是,方差分析与成组设计t检验的前提条件是相同的,即正态性和方差齐性。
  t检验是目前医学研究中使用频率最高,医学论文中最常见到的处理定量资料的假设检验方法。t检验得到如此广泛的应用,究其原因,不外乎以下几点:现有的医学期刊多在统计学方面作出了要求,研究结论需要统计学支持;传统的医学统计教学都把t检验作为假设检验的入门方法进行介绍,使之成为广大医学研究人员最熟悉的方法;t检验方法简单,其结果便于解释。简单、熟悉加上外界的要求,促成了t检验的流行。但是,由于某些人对该方法理解得不全面,导致在应用过程中出现不少问题,有些甚至是非常严重的错误,直接影响到结论的可靠性。将这些问题归类,可大致概括为以下两种情况:不考虑t检验的应用前提,对两组的比较一律用t检验;将各种实验设计类型一律视为多个单因素两水平设计,多次用t检验进行均值之间的两两比较。以上两种情况,均不同程度地增加了得出错误结论的风险。而且,在实验因素的个数大于等于2时,无法研究实验因素之间的交互作用的大小。

20 settembre

泰语学习

ดุจัง  你也太(严厉)厉害了
สำนึกผิด  感觉错了 (三木呢k pi ti)
อากาศ   天气 阿嘎的
04 settembre

SAP (Study Assistant Page) Improved!!

Although, I am not a good student but I still have property heart to  improve my pages, if you interesting it as well,please go here http://sapsolution.googlepages.com , don't forget to help me click my Ad.
 
尽管我不是一个好学生,但是我还是把我的学习博克改版了,如果你也感兴趣,请点击上面的连接,别忘了帮我点广告哟~
22 febbraio

期末考试预考Pre-Final exam of Computer Architecture

 

第一题,微编程CPU 内有CAR为编程.CAR 在控制内存输入中。管线寄存器PLR 是在控制内存输出中用比较传播延迟发生每连续2 秒时钟脉冲 ,比较速度操作。

A. 当系统使用CAR 不使用PLR

B. 当系统使用PLR 不使用CAR

 

  1. Micro-programmed CPU of figure 8-10 has a CAR inside micro-programmed sequence.CAR is located in the input of the control memory. The pipeline register PLR is located in the output of control memory compare the speed of operation by comparing the propagation delay encountered during the interval between 2 consecutive clock pulses when the system uses
    1. CAR without PLR
    2. PLR without CAR

  

  1. Use micro-programmed to implement this state machine

    第二题,使用微编程实施下列陈述

     

  1. A virtual memory system has an address space of 1k words memory space of 4k words page and block size of 1k words from the following page reference

    4 2 0 1 2 6 1 4 0 1 0 2 3 5 7

    Determine the pages that are resident in main memory after each page reference change if the replacement ALG used is WS and LRU

     

第三题,虚拟内存系统有地址空间在4k 字页中有 1k 字,1k字块大小参考下列参考页

4 2 0 1 2 6 1 4 0 1 0 2 3 5 7

要求确定在寄存在主内存中指定页,如果替换ALG WS LRU,在每页参考改变之后

第四题

  1. LOOP: LD R1, O(R2) ---Load R1 from address O+R2

    ADDI R1, R1, #1 ---R1=R1+1

    SD O(R2), R1 ---Store R1 at address O+R2

    ADDI R1, R2, #4 ---R2=R2+4

    SUB R4, R3, R2 ---R4=R3-R2

    BNEZ R4, LOOP ---Branch to loop if R4≠0

    If the program is run in parallel fashion, what types of hazards occur?

如果程序平行运行,那么将会出现哪种危险?

11 gennaio

泰语学习

academic 学术的  na vi cha gan
研究 vi zhai
预算 n~哦 颇满
在...之后 lang jag 难
教育  干萨克萨
毕业  拉~格斌亚
服务中心 “损伯里干维查干“
演习   song (二声)亩 songm
政府  la ta baan
สมัคร 愿意志愿 萨马的
สงสัย 怀疑疑问 怂塞(二声)

ตั้งใจ 故意 打算 当摘

ตะเกียบ 筷子 大g~yep

07 gennaio

离散数学考试纲要 Midterm Exam summarize of Discrete Mathematics

离散数学考试纲要  Midterm Exam summarize of Discrete Mathematics
 
第一章:基础:逻辑集合和函数    1. The Foundations: Logic and Proof,Sets,and Functions
  • 逻辑                                 Logic
  • 命题和数词                         Predicates and Quantifiers
  • 证明方法                            Methods of Proof
  • 集合                                  Sets
  • 集合的运算                         Set Operations

第二章:基础:算法,整数和矩阵  2.The Fundamentals: Algorithms,the Integers and Matrices

  • 算法的复杂性                      Complexity of Algorithms
  • 整数算法                            Intergers and Algorithms
  • 数论应用                            Application of number Theory
  • 矩阵                                  Matrices

第三章:数学推理                    3. Mathematical Reasoning,Induction and Recursion

第四章:计数                          4.Counting

  • 计数基础                         The Basics of Counting
  • 鸽巢原理                         The Pigeonhole Principle
  • 排列与组合                      Permutations and Combinations
  • 二项式系数                      Binomial Coefficients
  • 推广排列组合                   Generalized Permutations and Combinations
  • 生成排列组合                   Generating Permutations and Combinations

第五章 离散概率                    5.Discrete Probability

  • 离散概率介绍                      Introduction to Discrete Probability
  • 概率理论                            Probability Theory
  • 期望值以及独立随即变量       Expected Value and Variance

第六章 高级计数                    6.Advanced Counting Techiniques

  • 递推关系                           Recurrence Relations and Sloving Recurrence relations
  • 分而治之                           Divide-and-Conquer Algorithms and Recurrence Relations
  • 生成函数                           Generating Functions
  • 容斥                                 Inclusion-Exclusion
  • 容斥原理及其应用 (忽略了)  Application of Inclusion-Exclusion

第七章:关系                          7.Relations

  • 关系及其性质                   Relations and Their Properties
  • n元关系及其应用              n-ary Relations and Their Applcation
  • 关系的表示                      Representing Relations        
  • 关系的闭包(不考)             Closures of Relations
  • 等价关系                         Equivalence Relations
  • 偏序                               Partial Orderings
05 gennaio

学费

不管怎么说我今天终于交上了学费,感觉不同国家的人想法还是不一样的,其实有时候泰国人不是懒,而是不想独裁,因为独裁会以为自己不好,泰国是一个佛教国家,他们的教育中就让他们的国民保持善心,但是这样也有弊端,就是大家脾气秉性都很软,没有人去做决定,这就是为什么他们不断的开会,而且没法跟他们着急,不过也不难理解他们的做法,这样的想法在每个泰国人心中是根深蒂固的,不过以我的做法还是拿到了一些折扣
 
 
总之还是很高兴,贴一下学生照,条件有限,各位凑合看吧
 
24 dicembre

离散数学问题---组合数学问题 Discrete Mathematics

1。再一次数学竞赛中 有ABC 3道题, 共有25人参与,大家都至少答对一题,在没能回答出A问题的参与者中,答出B问题的是答出C问题人数的两倍,只答出A问题的人比答出A的并答出任意一个其它的问题的人多一个,在所有只答出一个问题的人中,有一半没有答出A问题,问有多少人只答出了B 问题
 
In a math contest,three problems,A,B and C were posed. Among the participants there were 25 who solved at least one problem. Of all the participants who did not solve problem A, the number who solved problem B was twice the number who solved C.The number who solved only problem A was one more than the number who solved A and at least one other problem. Of all participants who solved just one problem, half did not solve problem A. How many solved only problem B?
 
Solution: 
Assume whom only answered A, B, C which is X1,X2,X3,and Assume whom only answered A and B as X4 Only answered A and C as X5, and Assume only whom answered all (A B and C) as X7

 So as question we got X2+X6=2(X3+X6), X1=X4+X5+X7+1, X1=X2+X3 and X1+X2+X3+X4+X5+X6+X7=25

 Hence, 2(X2+X3) + X4+X5+X6+X7=25

            2(X2+X3) +X6+X1=26

            3(X2+X3) +X6=26

            3*X1+X6=26

And hence, X2+X6=2(X3+X6) we got X2= 2*X3+X6

X3=X1-X2, so we got X2= 2*X1-2*X2+X6, so that 3*X2 = 2*X1+X6

And   X1= (26-X6)/3 we going to try with positive integer

* Actually X1 can be 8, 7, 6, 5, 4, 3, 2, 1 but only 8 is possible. Because of X3=X1-X2

So we got X1 = 8, X6 = 2, X2 = 6, X3 = 2 only this answer is correct, others are all impossible.

 
 
2。有多少种排列方法,排列“MANAGERIAL” 不能让这个单词中的任意三个字母在一起出现
 
In how many ways can the letters of the word "MANAGERIAL" be arranged so that the 3 As do not appears together?
 
 Solution:“MANAGERIAL” 10! /3! = 604800, however, the 3 A’s are indistinguishable from each other and can be permuted in “3!” different ways. To avoid counting repetitions resulting from the 3 A’s, we must divide 10! by 3!

 

16 dicembre

English vocabulary

whereas-  It being the fact that; inasmuch as.
in other words -换句话说
e.g.   for example
i.e.    namely
etc  et cetra and so on
you are such a tease,reveal all to us now!
you need to learn the patterns along with their available contexts and scope of variation
21 novembre

oracle 10g

启动控制台
emctl start dbconsole
emctl stop dbconsole
 
lsnrctl start
 
19 novembre

泰语英语单词中译

泰语单词中译
黄豆(带皮) 托冷媒个
 
英语单词
 
majority 大多数  a vast majority
embrace 拥抱
 
discriminant 判别式
validity 有效性, 合法性, 正确性
18 novembre

泰语中译单词

泰语单词
 
斌亚托 硕士
宾拉诶(ěi) 博士
卡南  作业分数
 
郎穆塞阿克谢 急性肠炎
 
11 novembre

泰语单词

ba ka beng 沙丁鱼罐头

pa de pi kai ong 绿色的小豆极其的辣

ta ma chade 自然的

ge li nee = case

zlog = xerox 复印

阿努麻的 允许

06 novembre

Chula Complain Letter

Dear Khun Charas
Greetings,
My name is Yi Wang,I am a student who want to study in our university,mathematic department,I 've talked with Professor Peraphon Sophatsathit and other officers in the department before 3 months ago,they was very nice and would like to let me study there,and on all documents and as they said,I should pay tution fee,not over 52,500 Baht per semester,but not like am I thinking,unhappy things occuried,when I am going register office to do the payment,the everything make sure before has been changed,as they told me I need to 78,000 Baht to Unversity and 25,000 Baht to department,and then they show me on the website chula,I had asked about the tution fee before 3 months ago,that was quite different,on that time,my company was not allowed me to going to study,I was a team leader at there(SB furniture Pakkert factory),they thought about me can not arrange my time,becuase it is far away from bangkok,hence,on that time I told with professor I would like to study in Chula,I made sure the fee charge,and then I quit my old job,changed a new one in bangkok,and my salary is much lower than before,around 25,000 Baht now,so I can not pay for fee charge changed,78,000 + 25,000 = 103,000 Baht per semester,It is sky high for me,I can not pay for that,All people told me "I don't have that kind of authorizing,I can not help you!!The rule we can not change it,you must pay in a month ,otherwise, we will cut you off" you know how about my feeling on that time,I can not accepted ,as a foreigner, it is unfairly, once again,before 3 months I had already asked about it,but no one tell me the bad turth now,I have to quit the study if nothing getting better,but who will pay for the time cost,I don't want to you pity me,I want to get your help as you can,my lawyer friend suggest me let me sue our university to court,he said becuase now no one care you.I don't want to go the way as he said,it is not good way,becuase I still want to study in our university.Nevertheless,I would like you help me resolve it.becuase I am a special case.but anyway thank you all the same.
Best regard.,
 

Yi Wang
CIW Certified Instructor
Microsoft Certified Trainer
Oracle Certified Professional
Mobile: 0066-(0)65633508
 
07 ottobre

几个泰语单词

 
泰国原油储备部
公车(二声)烹他妈差的布勒帖胎(读音)
 
结构
空散(读音)โครง~~
 
万金油
鸭蒙~~~ยาหม่อง (读音)
 
有益处,有利润
咪不 "r" 有的
21 giugno

English

I trimmed my daughter's ___________ a little because they were hanging in her eyes.
 
A. sides B. bangs C. hair

真想不到正确答案应该是 B bangs 是刘海儿的意思

20 giugno

English

in the long run : In the final analysis or outcome.
As a last resort : method
 
for international students are usually hard to find   
 
normally, I heard "to find" was similar with "define" in stardard american pronunciation I still need to practice about dictation