| Extreme learning machine: Theory and applications | 2006/12/01 | English | 7,026 |
| A survey of deep neural network architectures and their applications | 2017/04/01 | English | 1,581 |
| Deep learning for visual understanding: A review | 2016/04/01 | English | 1,204 |
| Feature selection in machine learning: A new perspective | 2018/07/01 | English | 903 |
| On hyperparameter optimization of machine learning algorithms: Theory and practice | 2020/11/01 | English | 837 |
| A review on the attention mechanism of deep learning | 2021/09/01 | English | 836 |
| Binary grey wolf optimization approaches for feature selection | 2016/01/01 | English | 808 |
| Deep visual domain adaptation: A survey | 2018/10/01 | English | 801 |
| GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification | 2018/12/01 | English | 787 |
| Hybrid Whale Optimization Algorithm with simulated annealing for feature selection | 2017/10/01 | English | 725 |
| A recurrent neural network based health indicator for remaining useful life prediction of bearings | 2017/05/01 | English | 694 |
| Convex incremental extreme learning machine | 2007/10/01 | English | 692 |
| Learning and generalization characteristics of the random vector functional-link net | 1994/04/01 | English | 604 |
| A comprehensive survey on support vector machine classification: Applications, challenges and trends | 2020/09/01 | English | 600 |
| A review of clustering techniques and developments | 2017/12/01 | English | 576 |
| Enhanced random search based incremental extreme learning machine | 2008/10/01 | English | 551 |
| Optimization method based extreme learning machine for classification | 2010/12/01 | English | 547 |
| Mean Absolute Percentage Error for regression models | 2016/06/01 | English | 522 |
| Designing a neural network for forecasting financial and economic time series | 1996/04/01 | English | 521 |
| A survey on security control and attack detection for industrial cyber-physical systems | 2018/01/01 | English | 516 |
| Bidirectional LSTM with attention mechanism and convolutional layer for text classification | 2019/04/01 | English | 504 |
| Weighted extreme learning machine for imbalance learning | 2013/02/01 | English | 463 |
| Remaining useful life estimation of engineered systems using vanilla LSTM neural networks | 2018/01/01 | English | 443 |
| Machine learning on big data: Opportunities and challenges | 2017/05/01 | English | 408 |
| Recent advances in deep learning for object detection | 2020/07/01 | English | 408 |
| Auto-encoder based dimensionality reduction | 2016/04/01 | English | 400 |
| Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package) | 2018/09/01 | English | 398 |
| Time series forecasting of petroleum production using deep LSTM recurrent networks | 2019/01/01 | English | 394 |
| Identification of rice diseases using deep convolutional neural networks | 2017/12/01 | English | 393 |
| From action to activity: Sensor-based activity recognition | 2016/03/01 | English | 387 |