Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013.
Chun-Liang LiYu-Chuan SuTing-Wei LinCheng-Hao TsaiWei-Cheng ChangKuan-Hao HuangTzu-Ming KuoShan-Wei LinYoung-San LinYu-Chen LuChun-Pai YangCheng-Xia ChangWei-Sheng ChinYu-Chin JuanHsiao-Yu TungJui-Pin WangCheng-Kuang WeiFelix WuTu-Chun YinTong YuYong ZhuangShou-De LinHsuan-Tien LinChih-Jen LinPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- feature engineering
- author identification
- dependency parsing
- ranking models
- learning to rank
- web search
- text classification
- machine learning
- ranking functions
- natural language processing
- highly skewed
- signal processing
- loss function
- bayesian networks
- information retrieval
- knowledge representation
- labeled data
- reinforcement learning
- decision trees
- image processing