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1. High-Impact Bug Report Identification with Imbalanced Learning Strategies

作者： Xin-Li Yang ; David Lo ; Xin Xia ; Qiao Huang…

关键词：high ; impact bug ; imbalanced learning ; bug report identification

刊名：Journal of Computer Science and Technology

出版年：2017

2. Weighted relaxed support vector machines

作者： Onur Şeref ; Talayeh Razzaghi ; Petros Xanthopoulos

关键词：Classification ; Cost ; sensitive learning ; Relaxed support vector machines ; Imbalanced data ; Outliers

刊名：Annals of Operations Research

出版年：2017

3. Unsupervised Pre-training Classifier Based on Restricted Boltzmann Machine with Imbalanced Data

关键词：Semi ; supervised learning ; Classification ; Deep learning ; Restricted boltzmann machine ; Deep neural network

刊名：Lecture Notes in Computer Science

出版年：2017

4. Instance Selection and Outlier Generation to Improve the Cascade Classifier Precision

关键词：Time series classification ; High ; dimensional classification ; Imbalanced learning ; Data preprocessing

刊名：Lecture Notes in Computer Science

出版年：2017

5. Two-tier network anomaly detection model: a machine learning approach

作者： Hamed Haddad Pajouh…

关键词：Anomaly detection ; Intrusion detection system ; Multi ; layer classification ; Certainity ; factor

刊名：Journal of Intelligent Information Systems

出版年：2017

6. Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification

关键词：Extreme learning machine ; Imbalanced classification ; Probability density function ; Kernel density estimation ; Normal density estimation

刊名：Lecture Notes in Computer Science

出版年：2016

7. Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms

作者： Jinyan Li ; Simon Fong ; Sabah Mohammed ; Jinan Fiaidhi

关键词：Imbalanced biological data ; Medical classification ; Swarm algorithm ; Parameter optimization

刊名：The Journal of Supercomputing

出版年：2016

8. Utilizing DTRS for Imbalanced Text Classification

关键词：Imbalance data ; Rough sets ; Cost ; sensitive ; Text classification

刊名：Lecture Notes in Computer Science

出版年：2016

9. An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data

关键词：k ; NN classifier ; Missing data ; Imbalanced datasets

刊名：Lecture Notes in Computer Science

出版年：2016

10. Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification

关键词：Class rebalancing ; Swarm optimization ; Classification

刊名：Lecture Notes in Computer Science

出版年：2016

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