wanglina
Associate professor
从事计算机应用专业，主要研究方向为数据挖掘、机器学习和人工智能。目前主要从事海洋人工智能深度学习算法、离群检测算法研究。第一作录用发表论文26篇，其中SCI期刊5篇，EI收录6篇，北大核心论文15篇；第一作者发明专利授权1项，实用新型专利授权多项，撰写发明专利2项；主持省部级项目2项，横向项目1项，主研参与国家自然科学基金3项、军工委项目1项、南方海洋实验室科研项目1项。2024年参与国家重点研发计划项目- 海浪-风暴潮数值模式及综合预警报技术， 欢迎各位有志于从事AI技术在海洋领域的应用研究的同学，加入课题组！ 课题组有曹宇同学2023年参加在珠海召开的第二届人工智能海洋学论坛，做了口头报告；孙阳、王旭东同学2024年参加在青岛召开的第三届人工智能海洋学论坛，做了墙报展示；邓熙麟同学报名参加AOGS2022年会，并录了口头演讲汇报内容。 目前有3名招生名额，欢迎有兴趣的同学联系老师。 More+
Paper Publications
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[1] 基于CNN-STLSTM-CNN模型的有效波高预测.海洋环境科学.2024,43 (3):417-429
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[2] Wave predictor models for medium and long term based on dual attention-enhanced Transformer.Ocean Engineering.2024,310
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[3] 基于注意力的多尺度残差 U-Net 的海洋中尺度涡检测.海洋与湖沼.2024
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[4] 基于STL的南海海表温度组合预测模型.海洋环境科学.2024,43 (1):109-118
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[5] Significant Wave Height Forecasts Integrating Ensemble Empirical Mode Decomposition with Sequence-….Acta Oceanologica Sinica.2023,42 (10):54-66
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[6] Significant Wave Height Forecasts Integrating Ensemble Empirical Mode Decomposition with Sequence-….Acta Oceanologica Sinica.2023
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[7] 基于注意力机制的HDC-BiGRU海表温度预测模型.海洋环境科学.2022,41 (6):947-956
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[8] CNN-BiLSTM-Attention Model in Forecasting Wave Height over South-East China Seas.Computers, Materials & Continua.2022,73 (1):2151-2168
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[9] A Shadowed Rough-fuzzy Clustering Alogrithm Based on Mahalanobis Distance for Intrusion Detection.Intelligent Automation & Soft Computing.2021,30 (1):31-47
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[10] Outlier Detection of Mixed Data Based on Neighborhood Combinatorial Entropy.Computers,Materials & Continua.2021,69 (2):1765-1781
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[11] Local outlier detection based on information entropy weighting.International journal of sensor networks.2019,30 (4):207-217
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[12] 气象常用表（第三号）可照时数订正.太阳能学报.2018,39 (11):3014-3021
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[13] An adaptive algorithm for scheduling parallel jobs in meteorological cloud.Knowledge-based systems.2016,98 :226-240
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[14] 模糊聚类在回归方法在机场噪声时间序列预测中的应用.小型微型计算机系统.2014,6 (6):1401-1406
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[15] 集成粗糙集和阴影集的簇特征加权模糊聚类算法.系统工程与电子技术.2013,35 (8):1769-1776
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[16] New shadowed c-means clustering with feature weights.Transactions of Nanjing University of Aeronautics & Astronautics.2012,29 (3):273-283
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[17] Feature weighting fuzzy clustering integrating rough sets and shadowed sets.International Journal of Pattern Recognition and Artificial Intelligence.2012,26 (4)