文档介绍：How to Write High Quality Papers: Experience from Data Mining Researches
Junjie Wu
Beihang University
My Research Areas: Core Topics
Clustering
Pitfalls
Distance
Algorithm
Measure
Applic.
Rare Class Analysis
COG
Overlap
Interesting Pattern Discovery
Cos Pairs
Cos Itemsets
COSI-tree
GMiner
Online work Analysis
Tie strength
Online
Dunbar
My Research Areas: Others
Fuzzy Clusterings
Interval-Valued Data Analysis
Named Entity Discovery
Outline
Research Cycles and Publication Buffers
Main Phase I: Preparations
Main Phase II: Find the Idea
Main Phase III: Get it Done
Main Phase IV: Publish Your Work
More Useful Tips
Advice from Michael Faraday
The secret prised in three words:
--- His well-known advice to the young William Crookes, who had asked him the secret of his ess as a scientific investigator, as quoted in Michael Faraday (1874) by John Hall Gladstone, p. 123.
Work Finish Publish
Researches Do Have Cycles
Work
Write
Conference
Journal
Conclude
Idea
Build Your Paper Buffer
Multiple cycles help you build the paper buffer.
A buffer plays a strategic role in your academic life
Peace your mind
Keep the rhythm
Focus on high-quality papers
Develop all-around abilities
Not easy!
No pains, no gains
Work hard, work smart
My experience: ≥5
Am I Suitable for Research Work?
Certainly, there is no answer for such a problem filled with too many uncertainties.
You may have no choice, just like Gao Kao.
But you can choose to survive or fail.
So, stop doubting yourself!
Strive up always to exceed expectations.
They are good candidates for research work since they entered top universities of China after Gao Kao.
--- Opinions of USA faculties
Are You Ready for DM Researches Now?
Knowledge
Classic books, ., Tan05B, Jain88B, Liu09B, etc.
Classic papers of different areas
Data sources, codes, webs, peers…
Technology
Exp. soft., SAS, SPSS, MATLAB, WEKA…
Writing soft., Latex
Binary codes, ., fimi, CLUTO…
Paper search
C/C++/Java/C# is