代表性学术论文：
（1）Tao et.al. Heterogeneous teaching–learning based optimization with local search for the covering delivering problem in last mile delivery[J]. Expert Systems with Applications.2024,252,124176. 中科院计算机科学大类分区一区 TOP期刊 IF=8.665
（2）Tao X.M. et.al. A MeanShift-guided oversampling with self-adaptive sizes for imbalanced data classification[J]. Information Sciences.2024,672,120699. 中科院计算机科学大类分区一区 TOP期刊 IF= 8.233
（3）Tao X.M. et.al. Self-adaptive oversampling method based on the complexity of minority data in imbalanced datasets classification [J]. Knowledge-Based Systems IF= 8.153. 2023,277,110795. 中科院计算机科学大类分区一区 TOP期刊
（4）陶新民等.基于密度峰值的依维度重置多种群粒子群算法[J],软件学报. 2023,34(4):1850−1869. 卓越期刊. EI源期刊.
（5）Tao X.M. et.al. Fitness peak clustering based dynamic multi-swarm particle swarm optimization with enhanced learning strategy[J]. Expert Systems with Applications IF= 8.665. 2022,191,116301. 中科院计算机科学大类分区一区 TOP期刊
（6）Tao X.M. et.al. SVDD-based weighted oversampling technique for imbalanced and overlapped dataset learning[J]. Information Sciences. IF= 8.233. 2022, 588: 13-51. 中科院计算机科学大类分区一区 TOP期刊
（7）Tao X.M. et.al. SVDD boundary and DPC clustering technique-based oversampling approach for handling imbalanced and overlapped data[J]. Knowledge-Based Systems IF= 8.153. 2021,234,107588. 中科院计算机科学大类分区一区 TOP期刊
（8）Tao X.M. et.al. The ensemble of density-sensitive SVDD classifier based on maximum soft margin for imbalanced datasets[J]. Knowledge-Based Systems IF= 8.153. 2021,234,107588. 中科院计算机科学大类分区一区 TOP期刊
（9）Tao X.M. et.al. Density peak clustering using global and local consistency adjustable manifold distance[J]. Information Sciences. IF= 8.233. 2021, 89: 106-124. 中科院计算机科学大类分区一区 TOP期刊
（10）Tao X.M. et.al. Self-Adaptive two roles hybrid learning strategies-based particle swarm optimization [J]. Information Sciences. IF= 8.233. 2021, 578: 457-481. 中科院计算机科学大类分区一区 TOP期刊
授权专利：
（1）基于瞬时频率稳定度SWT物流设备振动信号降噪方法,发明, ZL201711217042.0 2022-2-25,第一发明人
（2）基于伪标签半监督核局部费舍尔判别分析轴承故障诊断，发明，ZL20181 1462243.1，2021-4-20,第一发明人
（3）一种基于增长型LPP算法和极限学习机快速轴承故障诊断方法，发明，ZL201810407310.3，2020-8-11,第一发明人
专著:
（1）不均衡数据SVM分类算法及其应用，黑龙江科学技术出版社，978-7-5388-6832-6。
