Concepedia

Cost-sensitive deep forest for price prediction

Chao Ma, Zhenbing Liu, Zhiguang Cao, Wen Song, Jie Zhang, Weiliang Zeng

Pattern Recognition · 2020 · 61 citations · 41 references

Concepts

ComputingBusiness AnalyticsData ScienceForecastingMachine LearningPredictive AnalyticsCost ForecastingCost-based PricingDecision TreesPricing Under UncertaintyCost-sensitive ClassificationCost-sensitive LearningDeep Learning-based Price ForecastingPredictionPredictive Price Modeling

References

41

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.8K citations

Computing, Computer Science, Data Science +17

Isolation Forest

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · 2008 · 5.6K citations

Computing, Computer Science, Data Mining +14

Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2007 (ICASSP 2007)

Karen Livescu, Ari Bezman, Nash Borges et al. · 2007 · 2.1K citations · Full text

Natural Sciences, Physics, Acoustics +15

The foundations of cost-sensitive learning

Charles Elkan · 2001 · 1.8K citations

Computing, Computer Science, Decision Sciences +17