A Survey on Machine Learning‐Based Mobile Big Data Analysis: Challenges and Applications J Xie, Z Song, Y Li, Y Zhang, H Yu, J Zhan, Z Ma, Y Qiao, J Zhang, J Guo Wireless Communications and Mobile Computing 2018 (1), 8738613, 2018 | 55 | 2018 |
Advanced dropout: A model-free methodology for bayesian dropout optimization J Xie, Z Ma, J Lei, G Zhang, JH Xue, ZH Tan, J Guo IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 4605-4625, 2021 | 42 | 2021 |
Analysis of key factors in heat demand prediction based on NARX neural network J XIE, D YAN, Y XIE, Z MA Journal of Computer Applications 38 (11), 3180, 2018 | 3* | 2018 |
Analysis of key factors in heat demand prediction with neural networks J Xie, H Li, Z Ma, Q Sun, F Wallin, Z Si, J Guo Energy Procedia 105, 2965-2970, 2017 | 33 | 2017 |
AP-CNN: Weakly supervised attention pyramid convolutional neural network for fine-grained visual classification Y Ding, Z Ma, S Wen, J Xie, D Chang, Z Si, M Wu, H Ling IEEE Transactions on Image Processing 30, 2826-2836, 2021 | 137 | 2021 |
Balson: Bayesian least squares optimization with nonnegative l1-norm constraint J Xie, Z Ma, G Zhang, JH Xue, JT Chien, Z Lin, J Guo 2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018 | 4 | 2018 |
Channel attention with embedding Gaussian process: a probabilistic methodology J Xie, D Chang, Z Ma, G Zhang, J Guo arXiv preprint arXiv 200304575, 2020 | 1 | 2020 |
Channel max pooling for image classification L Cheng, D Chang, J Xie, R Ma, C Wu, Z Ma International Conference on Intelligent Science and Big Data Engineering …, 2019 | 3 | 2019 |
Cross-layer feature based multi-granularity visual classification J Chen, D Chang, J Xie, R Du, Z Ma 2022 IEEE International Conference on Visual Communications and Image …, 2022 | 1 | 2022 |
Cross-layer navigation convolutional neural network for fine-grained visual classification C Guo, J Xie, K Liang, X Sun, Z Ma Proceedings of the 3rd ACM International Conference on Multimedia in Asia, 1-5, 2021 | 3 | 2021 |
Deep learning-based computer vision for surveillance in its: Evaluation of state-of-the-art methods J Xie, Y Zheng, R Du, W Xiong, Y Cao, Z Ma, D Cao, J Guo IEEE Transactions on Vehicular Technology 70 (4), 3027-3042, 2021 | 26 | 2021 |
Deep neural network-based impacts analysis of multimodal factors on heat demand prediction Z Ma, J Xie, H Li, Q Sun, F Wallin, Z Si, J Guo IEEE Transactions on Big Data 6 (3), 594-605, 2019 | 27 | 2019 |
DF^ 2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification J Yin, Z Ma, J Xie, S Nie, K Liang, J Guo arXiv preprint arXiv:2104.00226, 2021 | 11 | 2021 |
Dirichlet process mixture of generalized inverted dirichlet distributions for positive vector data with extended variational inference Z Ma, Y Lai, J Xie, D Meng, WB Kleijn, J Guo, J Yu IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6089-6102, 2021 | 11 | 2021 |
DS-UI: Dual-supervised mixture of Gaussian mixture models for uncertainty inference in image recognition J Xie, Z Ma, JH Xue, G Zhang, J Sun, Y Zheng, J Guo IEEE Transactions on Image Processing 30, 9208-9219, 2021 | 8 | 2021 |
Dual-granularity feature alignment for cross-modality person re-identification J Yin, Z Ma, J Xie, S Nie, K Liang, J Guo Neurocomputing 511, 78-90, 2022 | 7 | 2022 |
ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation Y Zheng, J Xie, A Sain, Z Ma, YZ Song, J Guo 2022 IEEE International Conference on Visual Communications and Image …, 2022 | 4 | 2022 |
Fical: Focal inter-class angular loss for image classification X Wei, D Chang, J Xie, Y Zheng, C Gong, C Zhang, Z Ma 2019 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2019 | 4 | 2019 |
Fine-grained image recognition method, electronic device and storage medium MA Zhanyu, D Chang, XIE Jiyang, D Yifeng, SI Zhongwei US Patent 11,501,518, 2022 | | 2022 |
Fine-grained vehicle classification with channel max pooling modified CNNs Z Ma, D Chang, J Xie, Y Ding, S Wen, X Li, Z Si, J Guo IEEE Transactions on Vehicular Technology 68 (4), 3224-3233, 2019 | 133 | 2019 |