文献清单：“计算与人工智能”方向
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01. 基于新加权核的机器气味半监督极限学习机算法
A Semi-Supervised Extreme Learning Machine Algorithm Based on the New Weighted Kernel for Machine Smell
Dang, W.; Guo, J.; Liu, M.; Liu, S.; Yang, B.; Yin, L.; Zheng, W. A Semi-Supervised Extreme Learning Machine Algorithm Based on the New Weighted Kernel for Machine Smell. Appl. Sci. 2022, 12, 9213. https://doi.org/10.3390/app12189213
02. 空中交通管理中的人工智能与可解释人工智能：当前趋势与发展与未来研究轨迹
A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory
Degas, A.; Islam, M.R.; Hurter, C.; Barua, S.; Rahman, H.; Poudel, M.; Ruscio, D.; Ahmed, M.U.; Begum, S.; Rahman, M.A.; et al. A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory. Appl. Sci. 2022, 12, 1295. https://doi.org/10.3390/app12031295
03. 嗅觉传感器漂移补偿的改进算法
An Improved Algorithm of Drift Compensation for Olfactory Sensors
Lu, S.; Guo, J.; Liu, S.; Yang, B.; Liu, M.; Yin, L.; Zheng, W. An Improved Algorithm of Drift Compensation for Olfactory Sensors. Appl. Sci. 2022, 12, 9529. https://doi.org/10.3390/app12199529
04. 基于BERT的联合标记嵌套命名实体识别迁移学习方法
BERT-Based Transfer-Learning Approach for Nested Named-Entity Recognition Using Joint Labeling
Agrawal, A.; Tripathi, S.; Vardhan, M.; Sihag, V.; Choudhary, G.; Dragoni, N. BERT-Based Transfer-Learning Approach for Nested Named-Entity Recognition Using Joint Labeling. Appl. Sci. 2022, 12, 976. https://doi.org/10.3390/app12030976
05. 道路交通事故建模中机器学习分类器的比较研究
Comparative Study of Machine Learning Classifiers for Modelling Road Traffic Accidents
Bokaba, T.; Doorsamy, W.; Paul, B.S. Comparative Study of Machine Learning Classifiers for Modelling Road Traffic Accidents. Appl. Sci. 2022, 12, 828. https://doi.org/10.3390/app12020828
06. Dist-YOLO：快速目标检测与距离估计
Dist-YOLO: Fast Object Detection with Distance Estimation
Vajgl, M.; Hurtik, P.; Nejezchleba, T. Dist-YOLO: Fast Object Detection with Distance Estimation. Appl. Sci. 2022, 12, 1354. https://doi.org/10.3390/app12031354
07. 应用深度学习技术于图像序列进行驾驶员疲劳检测
Driver Drowsiness Detection by Applying Deep Learning Techniques to Sequences of Images
Magán, E.; Sesmero, M.P.; Alonso-Weber, J.M.; Sanchis, A. Driver Drowsiness Detection by Applying Deep Learning Techniques to Sequences of Images. Appl. Sci. 2022, 12, 1145. https://doi.org/10.3390/app12031145
08. 用于内容和语言集成学习的教育AI聊天机器人
Educational AI Chatbots for Content and Language Integrated Learning
Mageira, K.; Pittou, D.; Papasalouros, A.; Kotis, K.; Zangogianni, P.; Daradoumis, A. Educational AI Chatbots for Content and Language Integrated Learning. Appl. Sci. 2022, 12, 3239. https://doi.org/10.3390/app12073239
09. 使用虚拟现实和动作捕捉套装的工作场所的人体工程学设计
Ergonomic Design of a Workplace Using Virtual Reality and a Motion Capture Suit
Kačerová, I.; Kubr, J.; Hořejší, P.; Kleinová, J. Ergonomic Design of a Workplace Using Virtual Reality and a Motion Capture Suit. Appl. Sci. 2022, 12, 2150. https://doi.org/10.3390/app12042150
10. 基于内容层次特征的假新闻分类
Fake News Classification Based on Content Level Features
Lai, C.-M.; Chen, M.-H.; Kristiani, E.; Verma, V.K.; Yang, C.-T. Fake News Classification Based on Content Level Features. Appl. Sci. 2022, 12, 1116. https://doi.org/10.3390/app12031116
11. 改进的YOLOv5：在各种条件下使用无人机图像进行高效目标检测
Improved YOLOv5: Efficient Object Detection Using Drone Images under Various Conditions
Jung, H.-K.; Choi, G.-S. Improved YOLOv5: Efficient Object Detection Using Drone Images under Various Conditions. Appl. Sci. 2022, 12, 7255. https://doi.org/10.3390/app12147255
12. 数字孪生在施工管理中的选择与挑战
Options for and Challenges of Employing Digital Twins in Construction Management
Salem, T.; Dragomir, M. Options for and Challenges of Employing Digital Twins in Construction Management. Appl. Sci. 2022, 12, 2928. https://doi.org/10.3390/app12062928
13. 使用同态加密保护隐私的联邦学习
Privacy-Preserving Federated Learning Using Homomorphic Encryption
Park, J.; Lim, H. Privacy-Preserving Federated Learning Using Homomorphic Encryption. Appl. Sci. 2022, 12, 734. https://doi.org/10.3390/app12020734
14. 利用令牌验证方法保护SCADA能源管理系统免受DDos攻击
Securing SCADA Energy Management System under DDos Attacks Using Token Verification Approach
Yang, Y.-S.; Lee, S.-H.; Chen, W.-C.; Yang, C.-S.; Huang, Y.-M.; Hou, T.-W. Securing SCADA Energy Management System under DDos Attacks Using Token Verification Approach. Appl. Sci. 2022, 12, 530. https://doi.org/10.3390/app12010530
15. 基于飞机维修仿真的虚拟现实元宇宙系统补充远程教育方法
Virtual Reality Metaverse System Supplementing Remote Education Methods: Based on Aircraft Maintenance Simulation
Lee, H.; Woo, D.; Yu, S. Virtual Reality Metaverse System Supplementing Remote Education Methods: Based on Aircraft Maintenance Simulation. Appl. Sci. 2022, 12, 2667. https://doi.org/10.3390/app12052667
主编：Takayoshi Kobayashi, The University of Electro-Communications, Japan
期刊主题涵盖应用物理学、应用化学、工程、环境和地球科学以及应用生物学的各个方面。
- 2022 Impact Factor: 2.7
- 2022 CiteScore: 4.5
- Time to First Decision: 14.9 Days
- Time to Publication: 39 Days