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ORCIDIFIP TC12 ICIS 2022: Xi'an, China
- Zhongzhi Shi, Yaochu Jin, Xiangrong Zhang:
Intelligence Science IV - 5th IFIP TC 12 International Conference, ICIS 2022, Xi'an, China, October 28-31, 2022, Proceedings. IFIP Advances in Information and Communication Technology 659, Springer 2022, ISBN 978-3-031-14902-3 - Erlei Zhang, Minghui Sima, Jun Wang, Jinye Peng, Jinglei Li:
Correction to: Weakly Supervised Whole Cardiac Segmentation via Attentional CNN. 1
Brain Cognition
- Xuan Han, Kebin Jia, Tielin Zhang:
Mouse-Brain Topology Improved Evolutionary Neural Network for Efficient Reinforcement Learning. 3-10 - Zhen Cao, Hongwei Zhang, Qian Wang, Chuanfeng Ma:
DNM-SNN: Spiking Neural Network Based on Dual Network Model. 11-19 - Jie Yang, Yifei Sun, Shi Cheng, Kun Bian, Zhuo Liu, Xin Sun, Yifei Cao:
A Memetic Algorithm Based on Adaptive Simulated Annealing for Community Detection. 20-28 - Bowen Sun, Xiaofeng Wang:
The Model of an Explanation of Self and Self-awareness Based on Need Evolution. 29-36 - Jiahui Fu
, Shuiping Gou, Zhang Guo:
Spiking Neuron Network Based on VTEAM Memristor and MOSFET-LIF Neuron. 37-44
Machine Learning
- Hongliang Luo, Jieyi Liu, Jingyao Liu, Yue Wu, Yaru Yin:
A Deception Jamming Discrimination Method Based on Semi-supervised Learning with Generative Adversarial Networks. 47-55 - Yanjun Cao, Yuan Wang, Jingjing Guo, Li Han, Chao Zhang, Jin Zhu, Tianyang Zhang, Xiangrong Zhang:
Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning. 56-67 - Mengyao Fan, Haofeng Liu, Zhenyu Zhu, Changzhe Jiao, Shuiping Gou:
Weakly Supervised Liver Tumor Segmentation Based on Anchor Box and Adversarial Complementary Learning. 68-75 - Erlei Zhang, Minghui Sima, Jun Wang, Jinye Peng, Jinglei Li:
Weakly Supervised Whole Cardiac Segmentation via Attentional CNN. 76-83 - Xuefeng Liang, Longshan Yao, Xingyu Liu:
Noisy Label Learning in Deep Learning. 84-97 - Yong Wu, Huming Zhu, Lingyun Zhang, Biao Hou, Licheng Jiao:
Accelerating Deep Convolutional Neural Network Inference Based on OpenCL. 98-108 - Xiaojie Li, Xin Yu, Chubing Guo, Yuxin Wang, Jianshe Wu:
A Simple Approach to the Multiple Source Identification of Information Diffusion. 109-117
Data Intelligence
- Michael Aggrey Okoth, Ronghua Shang, Weitong Zhang, Licheng Jiao:
A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy. 121-129 - Zhidong Dong, Caihong Mu, Haikun Yu, Yi Liu:
A Two-Branch Neural Network Based on Superpixel Segmentation and Auxiliary Samples. 130-137 - Wakjira Mulugeta Asefaw, Ronghua Shang, Michael Aggrey Okoth, Licheng Jiao:
Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification. 138-146
Language Cognition
- Ting Yang, Xiaolin Tian, Nan Jia, Yuan Gao, Licheng Jiao:
BA-GAN: Bidirectional Attention Generation Adversarial Network for Text-to-Image Synthesis. 149-157 - Yifei Cao, Yifei Sun, Shi Cheng, Kun Bian, Zhuo Liu, Xin Sun, Jie Yang:
Personalized Recommendation Using Extreme Individual Guided and Adaptive Strategies. 158-165 - Fuji Ren, Ziyun Jiao, Xin Kang:
Improved Transformer-Based Implicit Latent GAN with Multi-headed Self-attention for Unconditional Text Generation. 166-173 - Zhangrui Yao, Junhan Chen, Yinghui Pan, Yifeng Zeng, Biyang Ma, Zhong Ming:
Learning a Typhoon Bayesian Network Structure from Natural Language Reports. 174-182 - Zhikang Wang:
What Is Information? An Interpretation Based on the Theory of Modern Complexity Science. 183-190
Remote Sensing Images
- Mengxuan Zhang, Zhao Liu, Jie Feng, Licheng Jiao, Long Liu:
Deep Siamese Network with Contextual Transformer for Remote Sensing Images Change Detection. 193-200 - Puhua Chen, Lu Wang:
GSoP Based Siamese Feature Fusion Network for Remote Sensing Image Change Detection. 201-213 - Xu Liu, Licheng Jiao, Fang Liu, Dan Zhang, Xu Tang:
PolSF: PolSAR Image Datasets on San Francisco. 214-219 - Weiquan Lin, Jingjing Ma, Xu Tang, Xiangrong Zhang, Licheng Jiao:
RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification. 220-227 - Shihuai Zhang, Qiang Wei, Yangyang Li, Yanqiao Chen, Licheng Jiao:
Visual Question Answering of Remote Sensing Image Based on Attention Mechanism. 228-238 - Xinkai Sun, Jing Gu, Jie Feng, Shuyuan Yang, Licheng Jiao:
Multi-scale Spatial Aggregation Network for Remote Sensing Image Segmentation. 239-251 - Lingling Li, Yukai Sun, Fuhai Ma, Jingjing Ma, Licheng Jiao, Fang Liu:
Deep Complex Convolutional Neural Networks for Remote Sensing Image Classification. 252-259
Perceptual Intelligence
- Wenxing Gao, Xiaolin Tian, Yifan Zhang, Nan Jia, Ting Yang, Licheng Jiao:
Dual Siamese Channel Attention Networks for Visual Object Tracking. 263-272 - Quanpeng Jiang, Jie Feng, Yuping Liang, Ziyu Zhou, Xiangrong Zhang, Licheng Jiao:
Motion-Aligned and Hardness-Aware Dynamic Update Network for Weakly-Supervised Vehicle Detection in Satellite Videos. 273-283 - Huai Wang, Qinghua He, Miaomiao Liang:
A Multi-level Mixed Perception Network for Hyperspectral Image Classification. 284-293 - Zhengxi Guo, Biao Hou, Bo Ren:
A Lightweight SAR Ship Detection Network Based on Superpixel Statistical Modeling. 294-301 - Jianing Wang, Yichen Liu, Linhao Li:
Background Augmentation with Transformer-Based Autoencoder for Hyperspectral Anomaly Detection. 302-309 - Wenping Ma, Mingyu Yue, Yongzhe Yuan, Yue Wu, Hao Zhu, Licheng Jiao:
Point Cloud Registration Based on Global and Local Feature Fusion. 310-317 - Yang Yang, Jun Li, Biao Hou, Bo Ren, Xiaoming Jiang, Jinkai Cheng, Licheng Jiao:
Gaussian Balanced Sampling for End-to-End Pedestrian Detector. 318-325 - Yonghao Zhou, Qiong Ran, Li Ni:
Combining Spatial-Spectral Features for Hyperspectral Image Few-Shot Classification. 326-333 - Zhongle Ren, Yiming Lu, Hanxiao Wang, Yu Zhang, Biao Hou:
SAR Scene Classification Based on Self-supervised Jigsaw Puzzles. 334-343 - Biao Hou, Shenxuan Zhou, Xiaoyu Chen, Heng Jiang, Hao Wang:
YOLO-Head: An Input Adaptive Neural Network Preprocessor. 344-351 - Biao Hou, Xiaoyu Chen, Shenxuan Zhou, Heng Jiang, Hao Wang:
SR-YOLO: Small Objects Detection Based on Super Resolution. 352-362 - Linlin Yang, Hongying Liu, Yiming Li, Wenhao Zhou, Yuanyuan Liu, Xiaobiao Di, Lei Wang, Chuanwen Li:
Multi Recursive Residual Dense Attention GAN for Perceptual Image Super Resolution. 363-377 - Zhen Cao, Chuanfeng Ma, Qian Wang, Hongwei Zhang:
Relay-UNet: Reduce Semantic Gap for Glomerular Image Segmentation. 378-385 - Laituan Qiao, Yaojun Geng, Yuxuan Zhang, Shuyin Zhang, Chao Xu:
MobiCFNet: A Lightweight Model for Cattle Face Recognition in Nature. 386-394 - Xiaowei Cao, Tiwen Wang, Ruohui Cheng, Jingyi Ding:
Molecular Activity Prediction Based on Graph Attention Network. 395-401 - Bingyu Hui, Jie Feng, Quanhe Yao, Jing Gu, Licheng Jiao:
Tracking Multi-objects with Anchor-Free Siamese Network. 402-408 - Huan Chen, Hongming Zhang, Zhixi Feng:
Feature Learning and Change Feature Classification Based on Variational Auto-encoder for SAR Change Detection. 409-416 - Xiao Tan, Jingbo Gao, Ruolin Li:
A Simple Structure for Building a Robust Model. 417-424
Wireless Sensor
- Qian Wu, JiaYu Song, Yanbo Luo, Hao Li, Qin Tian, Qi Wang, Jinglong Gao, Zhuoran Jia:
An Adaptive Spatial Network for UAV Image Real-Time Semantic Segmentation. 427-438
Medical Artificial Intelligence
- Ruotong Liu, Yue Yin, Jing Bai, Xu Wang:
Knowledge Learning Without Forgetting for the Detection of Alzheimer's Disease. 441-449 - Weikang Jin, Yue Yin, Jing Bai, Haowei Zhen:
CA-ConvNeXt: Coordinate Attention on ConvNeXt for Early Alzheimer's Disease Classification. 450-457 - Weibin Li, Bingzhen An, Yuhui Kong:
Data Augmentation Method on Pine Wilt Disease Recognition. 458-465
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