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栏目
A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources
Chenhao Wang, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao
2025, 22(2): 201-218. DOI: 10.1007/s11633-023-1471-3
摘要 PDF
Attention Detection Using EEG Signals and Machine Learning: A Review
Qianru Sun, Yueying Zhou, Peiliang Gong, Daoqiang Zhang
2025, 22(2): 219-238. DOI: 10.1007/s11633-024-1492-6
摘要 PDF
GraphFM: Graph Factorization Machines for Feature Interaction Modelling
Shu Wu, Zekun Li, Yunyue Su, Zeyu Cui, Xiaoyu Zhang, Liang Wang
2025, 22(2): 239-253. DOI: 10.1007/s11633-024-1505-5
摘要 PDF
A Systematic Comparison of Horizontal Federated Learning Algorithm Based on Random Forests in a Medical Setting
Andrew Cheng, Jingqing Zhang, Atri Sharma, Vibhor Gupta, Yike Guo
2025, 22(2): 254-266. DOI: 10.1007/s11633-023-1489-6
摘要 PDF
Latent Landmark Graph for Efficient Exploration-exploitation Balance in Hierarchical Reinforcement Learning
Qingyang Zhang, Hongming Zhang, Dengpeng Xing, Bo Xu
2025, 22(2): 267-288. DOI: 10.1007/s11633-023-1482-0
摘要 PDF
Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies
Qibin Li, Nianmin Yao, Nai Zhou
2025, 22(2): 289-303. DOI: 10.1007/s11633-024-1515-3
摘要 PDF
Learning Hierarchical Adaptive Code Clouds for Neural 3D Shape Representation
Yuanxun Lu, Xinya Ji, Hao Zhu, Xun Cao
2025, 22(2): 304-323. DOI: 10.1007/s11633-024-1491-7
摘要 PDF
Accelerated Elliptical PDE Solver for Computational Fluid Dynamics Based on Configurable U-Net Architecture: Analogy to V-Cycle Multigrid
Kiran Bhaganagar, David Chambers
2025, 22(2): 324-336. DOI: 10.1007/s11633-024-1521-5
摘要 PDF
TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification
Yichao Yan, Junjie Li, Shengcai Liao, Jie Qin
2025, 22(2): 337-351. DOI: 10.1007/s11633-024-1516-2
摘要 PDF
Analysis of Conjoint Response in Post-stroke Patients Using the Attention-coupled Weighting Method
Jingyao Chen, Chen Wang, Ningcun Xu, Zeng-Guang Hou, Liang Peng, Pu Zhang
2025, 22(2): 352-367. DOI: 10.1007/s11633-024-1499-z
摘要 PDF
Auto-3D-house Design from Structured User Requirements
Minkui Tan, Qi Chen, Zixiong Huang, Qi Wu, Yuanqing Li, Jiaqiu Zhou
2025, 22(2): 368-385. DOI: 10.1007/s11633-024-1498-0
摘要 PDF
Active Object Detection Based on PPO Learning Algorithm with Decision Knowledge Guidance
Fujing Yao, Guohui Tian, Yuhao Wang, Ning Yang
2025, 22(2): 386-396. DOI: 10.1007/s11633-024-1500-x
摘要 PDF