... Genomic Data Mine
547
1
.
Introduction
549
2
.
Overview
550
2.1 Genomic Text Data
551
2.2 Genomic Map Data
556
xvi
2.3 Genomic Sequence Data
557
2.4 Genomic Expression Data ... Joint Learning Using Multiple Types of Data
599
2.3 Joint Learning Using Data and Knowledge
602
3
.
Kernel-based Data Fusion of Multiple Types of Data
604
3.1...
... Series Data
Series data differs from the forms of data so far discussed mainly in the way in which the
data enfolds the information. The main difference is that the ordering of the data ... reason that series data has to be prepared differently from nonseries data.
There is a large difference between preparing data for modeling and actually modeling the
data....
... andData Mining,
pages 99–107, 2000.
[39] G. WebbandS. Zhang. K-optimal rulediscovery. Data Mining andKnowledge
Discovery, Vol. 10, No. 1, pages 39–79, 2005.
[40] I. H. Witten and E. Frank. Data ... Data, pages 175–186, 1995.
[27] J. Pei, J. Han, and R. Mao. Closet: An efficient algorithm for mining frequent
closed itemsets. In Proc. of the 2000 ACM-SIGMOD International Workshop
on...
... trình
KDD
Knowledge
1
2
3
4
5
Data cleaning
Data warehouse
Task relevant data
Data mining
Pattern Evaluation
selection
Data integration
Mục đích KTDL
5/12/200918
Data Mining
Predictive
Descriptive
Classification
Time ... lý
•
Kiểm soát chất lượng
5/12/200915
Biến thời gian
9
•
Data
•
Time
•
01/97
•
02/97
•
03/97
•
Data for January
•
Data for February
•
Data for March
•...
... ZhaoHui Tang, Jamie MacLennan, Data Mining with SQL
Server 2005”, Wiley Publishing, 2005.
[6] Oracle, Data Mining Concepts”, B28129-01, 2008.
[7] Oracle, Data Mining Application Developer’s ... Micheline Kamber, Data Mining:
Concepts and Techniques”, Second Edition, Morgan
Kaufmann Publishers, 2006.
[2] David Hand, Heikki Mannila, Padhraic Smyth, “Principles
of Data Mi...
... Thống Kê, ĐH Kinh Tế TPHCM 30
Hình 5.9: Bảng Model
Model name: Tên mô hình
Use partition data: phân vùng dữ liệu
Mode. phương pháp được sử dụng để xây dựng mô hình.
General model: mô ...
Hình 5.10: Bảng Model C5.0
Model:
Model name: Xác định tên của mô hình
Use partition data : dữ liệu phân vùng
Output type: bạn muốn mô hình kết quả là một cây Quyết định hoặc thiết ....
... Regression
–
Neural Networks
–
Association Analysis
–
Nearest Neighbor
–
Clustering
–
Etc.
Data Mining Tutorial
Data Mining Tutorial
D. A. Dickey
We Use LEAST SQUARES
Squared residuals sum to 9609
χ
2
... Data Mining - What is it?
•
Large datasets
•
Fast methods
•
Not significance testing
•
Topics
–
Trees (recursive ... wrong.
p>0.05 is inconclusive.
Distribution of t
Under...
...
Many Names of Data Mining
Data Fishing, Data Dredging: 1960-
used by statisticians (as bad name)
Data Mining :1990
used in DB community, business
Knowledge Discovery in Databases (1989-)
used ... parameter settings
The test data can’t be used for parameter tuning!
Proper procedure uses three sets: training data,
validation data, and test data
Validatio...
...
Hash-Based Approach to Data Mining
3
CHAPTER 1: Introduction
1.1 Overview of finding association rules
It is said that, we are being flooded in the data. However, all data are in the ... initial data. Therefore, data mining
grows quickly, step by step plays a key role in our lives now. Each application
has other requirements, correlate with other methods for th...