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SEKE
2004
Springer
14 years 27 days ago
Case Study Methodology Designed Research in Software Engineering Methodology Validation
One of the challenging research problems in validating a software engineering methodology (SEM), and a part of its validation process, is to answer “How to fairly collect, presen...
Seok Won Lee, David C. Rine
KDD
2006
ACM
112views Data Mining» more  KDD 2006»
14 years 8 months ago
K-means clustering versus validation measures: a data distribution perspective
K-means is a widely used partitional clustering method. While there are considerable research efforts to characterize the key features of K-means clustering, further investigation...
Hui Xiong, Junjie Wu, Jian Chen
AIED
2005
Springer
14 years 1 months ago
Engagement tracing: using response times to model student disengagement
Time on task is an important predictor for how much students learn. However, students must be focused on their learning for the time invested to be productive. Unfortunately, stude...
Joseph E. Beck
IJDMMM
2008
87views more  IJDMMM 2008»
13 years 7 months ago
Is an ordinal class structure useful in classifier learning?
In recent years, a number of machine learning algorithms have been developed for the problem of ordinal classification. These algorithms try to exploit, in one way or the other, t...
Jens C. Huhn, Eyke Hüllermeier
DEXAW
2005
IEEE
116views Database» more  DEXAW 2005»
14 years 1 months ago
Towards Self-Predicting Systems: What If You Could Ask "What-If"?
Today, management and tuning questions are approached using if...then... rules of thumb. This reactive approach requires expertise regarding of system behavior, making it difficu...
Eno Thereska, Dushyanth Narayanan, Gregory R. Gang...