李濤，男,，計(jì)算機(jī)與信息工程學(xué)院科研秘書,、博士、講師,，碩士生導(dǎo)師,，CCF會(huì)員，CAAI會(huì)員,。研究方向包括：進(jìn)化計(jì)算,、機(jī)器學(xué)習(xí)、大數(shù)據(jù)挖掘等,。主持和參與了國(guó)家自然科學(xué)基金面上項(xiàng)目,、河南省自然科學(xué)基金優(yōu)秀青年科學(xué)基金、河南省科技攻關(guān)項(xiàng)目,、河南省高等學(xué)校重點(diǎn)科研項(xiàng)目等多個(gè)項(xiàng)目,。在IEEE Transactions on Big Data、Information Sciences,、Applied Soft Computing,、IEEE SMC、智能系統(tǒng)學(xué)報(bào)等國(guó)內(nèi)外重要學(xué)術(shù)刊物及會(huì)議發(fā)表論文20余篇,。

研究領(lǐng)域：進(jìn)化計(jì)算,、機(jī)器學(xué)習(xí)、大數(shù)據(jù)挖掘

電子郵箱：[email protected]

個(gè)人簡(jiǎn)歷：

2009.09–2013.07  新疆大學(xué)        信息科學(xué)與工程學(xué)院    學(xué)士

2013.09–2016.07  河南師范大學(xué)    計(jì)算機(jī)與信息工程學(xué)院  碩士

2016.09–2019.12  哈爾濱工程大學(xué)  計(jì)算機(jī)科學(xué)與技術(shù)學(xué)院  博士

2020.03–至今    河南師范大學(xué)    計(jì)算機(jī)與信息工程學(xué)院  講師

科研項(xiàng)目：

[1] 河南省科技攻關(guān)計(jì)劃項(xiàng)目：面向柔性車間生產(chǎn)資源調(diào)度問題的新型進(jìn)化方法研究,，2024–01至2025–12,，在研，主持,。

[2] 河南省自然科學(xué)基金優(yōu)秀青年科學(xué)基金：圖像隱寫檢測(cè)特征的快速和優(yōu)化選取,，2022–01至2024–12，在研,，參與,。

[3] 河南省科技攻關(guān)計(jì)劃項(xiàng)目：多目標(biāo)演化聚類方法及其應(yīng)用研究，2022–01至2023–12,，結(jié)項(xiàng),，主持,。

部分論文：

[1] Tao Li*, Zhi-hui Zhan*, Jiucheng Xu, Qiang Yang, Yuanyuan Ma. A binary individual search strategy-based bi-objective evolutionary algorithm for high-dimensional feature selection [J], Information Sciences, 2022, 610: 651–673. (中科院1區(qū)TOP期刊, CCF B, IF: 8.1)

[2] Tao Li*, Yuhua Qian*, Feijiang Li, Xinyan Liang, Zhi-hui Zhan. Feature Subspace Learning-based Binary Differential Evolution Algorithm for Unsupervised Feature Selection [J], IEEE Transactions on Big Data, 2024. (CCF C, IF: 7.2)

[3] Hongbin Dong, Tao Li*, Rui Ding, Jing Sun. A novel hybrid genetic algorithm with granular information for feature selection and optimization [J]. Applied Soft Computing, 2018, 65: 33–46. (通訊作者, 中科院1區(qū)TOP期刊, IF: 8.7)

[4] Tao Li*, Bingyang Li, Xianwei Xin, Yuanyuan Ma, Qiang Yang. A novel tree structure-based multi-prototype clustering algorithm [J]. Journal of King Saud University-Computer and Information Sciences, 2024, 36(3): 102002. (中科院2區(qū), IF: 6.9) 

[5] 李濤*, 高志剛, 管晟媛, 徐久成, 馬媛媛. 結(jié)合全局注意力機(jī)制的實(shí)時(shí)語(yǔ)義分割網(wǎng)絡(luò)[J]. 智能系統(tǒng)學(xué)報(bào), 2023, 18(2): 282–292. (CCF T2, CSCD) 

[6] Tao Li, Hongbin Dong*, Guisheng Yin, Yuhai Sha. An effective differential evolution with binary strategy for feature selection problem [C]. IEEE International Conference on Systems, Man, and Cybernetics, 2019: 158–163.

(CCF C)

[7] Tao Li*, Jiucheng Xu, Meng Yuan and Zhigang Gao. A hybrid multi-objective optimization algorithm with improved neighborhood rough sets for feature selection [C]. The 12th International Conference on Intelligent Information Processing, 2022, 65–79. (EI檢索)

[8] MengYuan*, Jiucheng Xu*, Tao Li, Yuanhao Sun. Feature selection based on self-information and entropy measures for incomplete neighborhood decision systems [J]. Complex & Intelligent Systems, 2023, 9: 1773–1790. (中科院2區(qū), CCF C, IF: 5.8) 

[9] Hongbin Dong, Jing Sun*, Tao Li, Rui Ding, Xiaohang Sun. A multi-objective algorithm for multi-label filter feature selection problem [J]. Applied Intelligence, 2020, 50: 3748–3774. (中科院2區(qū), CCF C, IF: 5.3)