Pricing and Valuation of Forward and Futures
1.1 Cash-and-carry arbitrage
The price of the forward contract is related to the spot price of the underlying asset, the
risk-free rate, the date of expiration, and any expected cash distributions of the underl

AN ANALYSIS OF BREAST CANCER PREDICTION USING
DATA MININGTECHNIQUES
GOH E-THENG
This report is submitted in partial fulllment of the requirements for the
Bachelor of Computer Science (Articial Intelligence)
FACULTY OF INFORMATION AND COMMUNICATION TECH

Informatics in Education, 2008, Vol. 7, No. 1, 3154
2008 Institute of Mathematics and Informatics, Vilnius
31
Data Mining Application in Higher Learning
Institutions
Naeimeh DELAVARI, Somnuk PHON-AMNUAISUK
Faculty of Information Technology, Multimedia Un

Employees' Data Mining Readiness in the
Malaysian Insurance Industry:
A Preliminary Study
T. Ramayah*
Noornina Dahlan**
Ruzi Panjang Adni***
Abstract
This paper addresses the readiness of employees in the insurance industry to adopt data mining techn

International Journal on New Computer Architectures and Their Applications (IJNCAA) 1(4): 1086-1098
The Society of Digital Information and Wireless Communications, 2011 (ISSN: 2220-9085)
A Data Mining Approach to Construct
Graduates Employability Model in

Recent Advances in Computer Science and Applications
Data Mining Techniques for Credit Risk Assessment Task
ADNAN DZELIHODZIC, DZENANA DONKO
International Burch University
Francuske revolucije bb, Ilidza, Sarajevo
BOSNIA AND HERZEGOVINA
[email protected],

1
Data Mining Classification Techniques for
Human Talent Forecasting
Hamidah Jantan1, Abdul Razak Hamdan2 and Zulaiha Ali Othman2
1Faculty
of Computer and Mathematical Sciences UiTM,
Terengganu, 23000 Dungun, Terengganu,
2Faculty of Information Science an

Case-Study: Credit risk scoring models: A best practice approach for effective risk management
in a Malaysian Bank
Liew Choon Kiat, Research Scholar, Othman Yeop Abdullah Graduate School of Business,
Universiti Utara, Malaysia
Dileep Kumar M, Professor, O

BEST PRACTICES FOR THE
MANAGEMENT OF CREDIT RISK
Issued by :
Jabatan Pengawalan Bank
Bank Negara Malaysia
1 September 2001
i
FOREWORD
Credit risk continues to remain the largest source of risk for banking institutions in
Malaysia. This is due to the fact

International Conference on Business, Sociology and Applied Sciences (ICBSAS'14) March 26-27, 2014 Kuala Lumpur (Malaysia)
The Impact of Financial Risks on Islamic
Banks Profitability
Anas Fathul Ariffin, and Fauziah Hanim Tafri
impact that the risks may

CRITICAL FACTORS FOR ACHIEVING DATA
MINING SUCCESS
ANG EE LYNN
Research report in partial fulfillment of the requirements for
the degree of Master of Business Administration
2009
DEDICATION
Specially dedicated to:
My beloved parents
for their sacrifices a

International Journal of Business and Economics Research
2014; 3(3): 128-134
Published online May 30, 2014 (http:/www.sciencepublishinggroup.com/j/ijber)
doi: 10.11648/j.ijber.20140303.12
Car insurance risk assessment with data mining for an
Iranian leadi

A comparative study on the pre-processing and mining
of Pima Indian Diabetes Dataset
Amatul Zehra1, Tuty Asmawaty1, M.A M. Aznan2
1
Faculty of Computer Systems and Software Engineering, Universiti Malaysia
Pahang, Kuantan, Pahang 26300, Malaysia
[email protected]

ALLIANCE BANK MALAYSIA BERHAD
RISK MANAGEMENT
(for the financial year ended 31 March 2008)
OVERVIEW
The Group recognises that effective risk management is fundamental to each business
within the Group and therefore, takes proactive measures to manage the

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter. pp 95-111
COMBINING SOCIAL-BASED DATA MINING TECHNIQUES TO EXTRACT COLLECTIVE
TRENDS FROM TWITTER
Gema Bello-Orgaz1, Hctor Menndez2, Shintaro Okazaki3 and David Camac

Class Exercise 1
Complete the table below.
Variable name
salary
salbegin
gender
educ
jobcat
Role
Target
Input
Variable Type
Continuous
Measurement Level
Ratio
preexp
Description
Current salary
Beginning salary
M=male, F=female
Education (years)
1=Clerical

Class Exercise 1
Variable name
Role
Variable Type
salary
salbegin
gender
educ
Target
Input
Input
Input
Continuous
Continuous
Categorical
Continuous
Measurement
Level
Ratio
Ratio
Nominal
Ratio
jobcat
Input
Categorical
Nominal
preexp
Input
Continuous
Ratio

Class Exercise 1:
Variable
name
salary
salbegin
gender
Educ
Jobcat
Role
Target
Input
Input
Input
Input
Variable
Type
Continuous
Continuous
Categorical
Continuous
Categorical
Measurement
Level
Ratio
Ratio
Nominal
Ratio
Nominal
Preexp
Input
continuous
Ratio

Noorizam Q007) by fiuing Poisson and Negative Binomial distribution for fatal and
serious injury accident data obtained from 200 locations
in Malaysia from year 1996 to
1998. In their study, they concluded that Negative Binomial distribution is suitable f

On the other hands, some of the researchers claimed that accident data cannot be
fitted by the Poisson distribution. Hauer and Persaud (1987) introduced the Poissongalnma generalized linear model which is now widely accepted which is allowing the
Poisson

CHAPTER 2
LTTERATURE REVIEW
2.1
The Distribution of Accident Data
Amongst the studies conducted by the statisticians, the well known distributions that
related to the accident data are Poisson distribution, Binomial distribution, Negative
Binomial distrib

-:
Chapter two in this project shows the literature review or previous studies which
is done by many researchers. Many literature review obtained from the journals, internet,
and projects was collected and discussed in this chapter.
Chapter three reveals

1.5
Significance of Study
The identification of pedestrian accident prone locations could help the road authority to
make the decision regarding the road safety especially
in
order
to
improve the
pedestrians' safety.
1.6
Scope and
1)
This study only exami

Classical approach is one of the method that always be used by the statisticians in
order to identifo the accident blackspots. Using this method, the hazardous locations
eOuld be
idettified by rankittg all the locations according to their accident history

for road infrastrucfure and many more. Pedestrian exposure research has been conducted
for decades, however the crashes between pedestrians and motor vehicles become more
serious problem. Therefore, this paper concentrates on reducing the number of pedest

CHAPTER
1
INTRODUCTION
1.1
Background of Study
Walking is a routine action for all human being. People walk everyday to different
destinations for various reasons. Pedestrians consist
genders
of all age groups, including both
with all different kinds of o

safety. Malaysia, which has the second highest motor vehicle ownership level among the
developing countries in the Asian and Pacific region, does not appear to have a serious
pedestrian accidents problem (ADB, 1996). However, the Malaysian Institute of Ro

matrix.
* define a matrix with the compute command*.
* A is a 2 X 2 matrix*.
compute A=cfw_3,2;4,0.
* B is a 2 X 5 matrix*.
compute B=cfw_1,3,0,5,7;2,4,3,3,3.
* C is a 2 X 2 matrix*.
compute C=cfw_0,8;9,1.
* transpose B*.
compute Btrans=transpos(B).
* Add

300-350 words
Zaid (2014) in his article entitled Nuclear energy is not an option mentions his stand that he
disagrees with the idea of building nuclear power plant in Malaysia. We support his opinion
because of several reasons.
Firstly, nuclear power neg

Loan
Statistics
Count
2500
Mean
13897.560
Min
1300.000
Max
23500.000
Range
22200.000
Variance
Standard Deviation
26723167.313
5169.446
Standard Error of Mean
Median
103.389
13900.000
Value
Statistics
Count
2469
Mean
92561.415
Min
8000.000
Max
286955.000
R