主要論文: 1. A Similarity-based Framework for Classification Task. IEEE Transactions on Knowledge and Data Engineering (2022). (CCF-A類期刊,1作) 2. Expand globally, shrink locally: Discriminant multi-label learning with missing labels." Pattern Recognition 111 (2021): 107675. (SCI中科院1區,1作) 3. A Convex Formulation for Multiple Ordinal Output Classification. Pattern Recognition. 86 (2019): 73-84 (SCI中科院1區,1作) 4. Heterogeneous Multi-output Classification by Structured Conditional Risk Minimization. Pattern Recognition Letters. 116 (2018): 50-57 (SCI中科院3區,1作) 5. Multi-dimensional Classification via A Metric Approach. Neurocomputing. 275 (2018): 1121-1131 (SCI中科院2區,1作) 6. Several novel evaluation measures for rank-based ensemble pruning with applications to time series prediction. Expert Systems with Applications 42.1 (2015): 280-292. (SCI中科院2區,1作) 科研項目: 1. 基于語義知識遷移的弱監督多輸出學習研究,國家自然科學基金青年項目( 62006098),主持; 2. 基于知識遷移的魯棒弱監督多輸出學習研究,中國博士後基金面上項目(2020M681515), 主持 指導學生情況: 目前已指導1名本科生參加科研立項,目前保送到中央音樂學院讀研,已畢業一名研究生在蘇州移動研究院從事算法或研發工程師。 非常歡迎對人工智能和機器學習方向感興趣的畢業生報考本人碩士研究生,特别期望能與誠實認真、編程基礎能力強的學生一起努力探索人工智能。 |