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| Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 563-580
作者: Thisara Shyamalee; Dulani Meedeniya
 Adobe PDF(3581Kb) |  收藏 | 浏览/下载：4/2 | 提交时间：2024/04/23
Attention U-Net segmentation classification Inception-v3 visual geometry group 19 (VGG19) residual neural network 50 (ResNet50) glaucoma fundus images |
| Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者: Yang Wu ; Ding-Heng Wang; Xiao-Tong Lu; Fan Yang; Man Yao; Wei-Sheng Dong; Jian-Bo Shi; Guo-Qi Li
Adobe PDF(6780Kb) | 收藏 | 浏览/下载：10/2 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330
作者: Alessandro Giuseppi; Sabato Manfredi; Antonio Pietrabissa
Adobe PDF(1462Kb) | 收藏 | 浏览/下载：4/1 | 提交时间：2024/04/23
Federated learning (FedL) deep learning federated averaging (FedAvg) machine learning (ML) artificial intelligence discrete-time consensus distributed systems |
| Facial-sketch Synthesis: A New Challenge 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 257-287
作者: Deng-Ping Fan; Ziling Huang; Peng Zheng; Hong Liu; Xuebin Qin; Luc Van Gool
Adobe PDF(12340Kb) | 收藏 | 浏览/下载：5/0 | 提交时间：2024/04/23
Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| Paradigm Shift in Natural Language Processing 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183
作者: Tian-Xiang Sun; Xiang-Yang Liu; Xi-Peng Qiu; Xuan-Jing Huang
Adobe PDF(1449Kb) | 收藏 | 浏览/下载：10/3 | 提交时间：2024/04/23
Face detection global context attention mechanism computer vision deep learning |
| A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 138-152
作者: Qian-Long Dang; Wei Xu; Yang-Fei Yuan
Adobe PDF(2376Kb) | 收藏 | 浏览/下载：3/1 | 提交时间：2024/04/23
Multimodal multi-objective optimization (MMO) dynamic resource allocating strategy (DRAS) reinforcement learning (RL) decision space partition zoning search |
| Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者: Emanuele De Santis; Alessandro Giuseppi; Antonio Pietrabissa; Michael Capponi; Francesco Delli Priscoli
Adobe PDF(1513Kb) | 收藏 | 浏览/下载：1/1 | 提交时间：2024/04/23
Network selection HetNet deep reinforcement learning deep-Q-network (DQN) 5G communications |
| Multi-dimensional Classification via Selective Feature Augmentation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
作者: Bin-Bin Jia; Min-Ling Zhang
Adobe PDF(1015Kb) | 收藏 | 浏览/下载：5/2 | 提交时间：2024/04/23
Machine learning multi-dimensional classification feature augmentation feature selection class dependencies |
| Weakly Correlated Knowledge Integration for Few-shot Image Classification 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 24-37
作者: Chun Yang; Chang Liu; Xu-Cheng Yin
Adobe PDF(1133Kb) | 收藏 | 浏览/下载：7/3 | 提交时间：2024/04/23
Computer vision pattern recognition knowledge refinement and reuse neural networks machine vision |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23
作者: Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang
Adobe PDF(951Kb) | 收藏 | 浏览/下载：5/1 | 提交时间：2024/04/23
Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |
