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ICIC
2005
Springer
15 years 10 months ago
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning
In recent years, mining with imbalanced data sets receives more and more attentions in both theoretical and practical aspects. This paper introduces the importance of imbalanced da...
Hui Han, Wenyuan Wang, Binghuan Mao
UCS
2004
Springer
15 years 9 months ago
Augmented Classroom: A Paper-Centric Approach for Collaborative Learning System
We developed AirTransNote, a computer-mediated classroom collaboration system. The system enables real-time note-sharing. AirTransNote manages notes written by students on paper a...
Motoki Miura, Susumu Kunifuji, Buntarou Shizuki, J...
FECS
2008
142views Education» more  FECS 2008»
15 years 5 months ago
Teaching Software Modeling and Design Based on The Science of Design and Science of Learning
Teaching software modeling and software design presents a different and difficult set of problems than teaching some of the other aspects of software engineering such as testing a...
Sukhamay Kundu
LREC
2008
103views Education» more  LREC 2008»
15 years 5 months ago
Learning the Species of Biomedical Named Entities from Annotated Corpora
In biomedical articles, terms with the same surface forms are often used to refer to different entities across a number of model organisms, in which case determining the species b...
Xinglong Wang, Claire Grover
MEDINFO
2007
139views Healthcare» more  MEDINFO 2007»
15 years 5 months ago
Lessons Learned from Cross-Validating Alignments between Large Anatomical Ontologies
Objectives: To compare the alignments of two large anatomical ontologies (the Foundational Model of Anatomy and GALEN) produced by three ontology alignment systems (AOAS, FALCON a...
Songmao Zhang, Olivier Bodenreider