Results 11 to 20 of about 6,527,322 (289)
An incremental approach to MSE-based feature selection [PDF]
, 2007 Feature selection plays an important role in classification systems. Using classifier error rate as the evaluation function, feature selection is integrated with incremental training.
Guan, SU, Bao, C, Qi, Y
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Incremental Cost-Sensitive Support Vector Machine With Linear-Exponential Loss
IEEE Access, 2020 Incremental learning or online learning as a branch of machine learning has attracted more attention recently. For large-scale problems and dynamic data problem, incremental learning overwhelms batch learning, because of its efficient treatment for new ...
Yue Ma, Kun Zhao, Qi Wang, Yingjie Tian
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On Learning the Geodesic Path for Incremental Learning [PDF]
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 Neural networks notoriously suffer from the problem of catastrophic forgetting, the phenomenon of forgetting the past knowledge when acquiring new knowledge. Overcoming catastrophic forgetting is of significant importance to emulate the process of "incremental learning", where the model is capable of learning from sequential experience in an efficient ...
Christian Simon +2 more
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Incremental evolution strategy for function optimization [PDF]
, 2006 This paper presents a novel evolutionary approach for function optimization Incremental Evolution Strategy (IES). Two strategies are proposed. One is to evolve the input variables incrementally.
Mo, W, Guan, SU
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Analysis of Chinese Patents associated with Incremental Clustering Algorithms: A Review
Journal of Computing Research and Innovation, 2022 With the advent of Internet-of-Things (IoT) and overall Information-Technology world, an enormous amount of data is getting generated dynamically and in real-time mode, in almost all domains of research and application systems.
Archana Chaudhari +2 more
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Classification-oriented Incremental Dictionary Learning Algorithm [PDF]
Jisuanji gongcheng, 2017 Aiming at the problem that the computation cost of the traditional classification-oriented dictionary learning algorithms is too expensive on big datasets,this paper proposes a novel classification-oriented incremental dictionary learning algorithm.In ...
ZHANG Zhiwu,JING Xiaoyuan,WU Fei
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Incremental Task Learning with Incremental Rank Updates
, 2022 Code will be available at https://github.com/CSIPlab/task-increment-rank-update ...
Rakib Hyder +5 more
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An incremental approach to genetic algorithms based classification [PDF]
, 2005 Incremental learning has been widely addressed in the machine learning literature to cope with learning tasks where the learning environment is ever changing or training samples become available over time. However, most research work explores incremental
Guan, SU, Zhu, F, Zhu, F., Guan, S.-U.
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Hyper-learning for population-based incremental learning in dynamic environments [PDF]
, 2009 This article is posted here here with permission from IEEE - Copyright @ 2009 IEEEThe population-based incremental learning (PBIL) algorithm is a combination of evolutionary optimization and competitive learning.
Yang, S +5 more
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Hierarchical incremental class learning with reduced pattern training [PDF]
, 2006 Hierarchical Incremental Class Learning (HICL) is a new task decomposition method that addresses the pattern classification problem. HICL is proven to be a good classifier but closer examination reveals areas for potential improvement.
Guan, SU +5 more
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