- Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN 2015: 1-7 - Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. CoRR abs/1504.05302 (2015) - 2014
- Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi:
Online neural network model for non-stationary and imbalanced data stream classification. Int. J. Mach. Learn. Cybern. 5(1): 51-62 (2014) - Brandon Parker, Latifur Khan, Albert Bifet:
Incremental Ensemble Classifier Addressing Non-stationary Fast Data Streams. ICDM Workshops 2014: 716-723 - Ge Song, Yunming Ye:
A new ensemble method for multi-label data stream classification in non-stationary environment. IJCNN 2014: 1776-1783 - Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Two maximum entropy based algorithms for running quantile estimation in non-stationary data streams. CoRR abs/1411.2250 (2014) - 2013
- Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi:
Recursive least square perceptron model for non-stationary and imbalanced data stream classification. Evol. Syst. 4(2): 119-131 (2013) - Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi:
Ensemble of online neural networks for non-stationary and imbalanced data streams. Neurocomputing 122: 535-544 (2013) - Adel Ghazikhani, Reza Monsefi, Hadi Sadoghi Yazdi:
Online cost-sensitive neural network classifiers for non-stationary and imbalanced data streams. Neural Comput. Appl. 23(5): 1283-1295 (2013) - Ammar Shaker, Eyke Hüllermeier:
Recovery Analysis for Adaptive Learning from Non-stationary Data Streams. CORES 2013: 289-298 - Ameneh Gholipour, Mohammad Javad Hosseini, Hamid Beigy:
An adaptive regression tree for non-stationary data streams. SAC 2013: 815-817 - 2012
- Edgar S. García-Treviño, Javier A. Barria:
Online wavelet-based density estimation for non-stationary streaming data. Comput. Stat. Data Anal. 56(2): 327-344 (2012) - 2010
- Xiangliang Zhang, Wei Wang:
Self-adaptive Change Detection in Streaming Data with Non-stationary Distribution. ADMA (1) 2010: 334-345 - 2008
- Lior Cohen, Gil Avrahami-Bakish, Mark Last, Abraham Kandel, Oscar Kipersztok:
Real-time data mining of non-stationary data streams from sensor networks. Inf. Fusion 9(3): 344-353 (2008) - Daniel Klan, Marcel Karnstedt, Christian Pölitz, Kai-Uwe Sattler:
Towards Burst Detection for Non-Stationary Stream Data. LWA 2008: 57-60