标题
Addressing class imbalance in deep learning for acoustic target classification
作者
关键词
-
出版物
ICES JOURNAL OF MARINE SCIENCE
Volume -, Issue -, Pages -
出版商
Oxford University Press (OUP)
发表日期
2023-10-12
DOI
10.1093/icesjms/fsad165
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Deep Semisupervised Semantic Segmentation in Multifrequency Echosounder Data
- (2023) Changkyu Choi et al. IEEE JOURNAL OF OCEANIC ENGINEERING
- Influence of Class Imbalance and Resampling on Classification Accuracy of Chronic Kidney Disease Detection
- (2023) Ayodeji Olalekan Salau et al. Mathematical Modelling of Engineering Problems
- AlexNet, AdaBoost and Artificial Bee Colony Based Hybrid Model for Electricity Theft Detection in Smart Grids
- (2022) Ashraf Ullah et al. IEEE Access
- Acoustic Classification of Juvenile Pacific Salmon (Oncorhynchus spp) and Pacific Herring (Clupea pallasii) Schools Using Random Forests
- (2022) Shani Rousseau et al. Frontiers in Marine Science
- Evaluation of echosounder data preparation strategies for modern machine learning models
- (2022) Alba Ordoñez et al. FISHERIES RESEARCH
- An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets
- (2021) Claire Birnie et al. GEOPHYSICS
- Semi-supervised target classification in multi-frequency echosounder data
- (2021) Changkyu Choi et al. ICES JOURNAL OF MARINE SCIENCE
- Colour maps for fisheries acoustic echograms
- (2019) Robert E Blackwell et al. ICES JOURNAL OF MARINE SCIENCE
- Acoustic classification in multifrequency echosounder data using deep convolutional neural networks
- (2019) Olav Brautaset et al. ICES JOURNAL OF MARINE SCIENCE
- A systematic study of the class imbalance problem in convolutional neural networks
- (2018) Mateusz Buda et al. NEURAL NETWORKS
- Clustering-based undersampling in class-imbalanced data
- (2017) Wei-Chao Lin et al. INFORMATION SCIENCES
- Collective structures anchor massive schools of lesser sandeel to the seabed, increasing vulnerability to fishery
- (2017) E Johnsen et al. MARINE ECOLOGY PROGRESS SERIES
- Collective structures anchor massive schools of lesser sandeel to the seabed, increasing vulnerability to fishery
- (2017) E Johnsen et al. MARINE ECOLOGY PROGRESS SERIES
- The distribution of blue whiting west of the British Isles and Ireland
- (2016) Sven Gastauer et al. FISHERIES RESEARCH
- Boosted Near-miss Under-sampling on SVM ensembles for concept detection in large-scale imbalanced datasets
- (2016) Lei Bao et al. NEUROCOMPUTING
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Neighbourhood sampling in bagging for imbalanced data
- (2015) Jerzy Błaszczyński et al. NEUROCOMPUTING
- Classifying imbalanced data sets using similarity based hierarchical decomposition
- (2015) Cigdem Beyan et al. PATTERN RECOGNITION
- Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems
- (2015) Wing W. Y. Ng et al. IEEE Transactions on Cybernetics
- A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
- (2011) M. Galar et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- ON MULTI-CLASS COST-SENSITIVE LEARNING
- (2010) Zhi-Hua Zhou et al. COMPUTATIONAL INTELLIGENCE
- Size-dependent frequency response of sandeel schools
- (2009) E. Johnsen et al. ICES JOURNAL OF MARINE SCIENCE
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