Naji Alhusaini (纳吉)
性别:男 出生年月:1987.09
联系方式: naji@chzu.edu.cn
职称:副教授 职务: 无
个人简历
于2011年获得中国沈阳东北大学(NEU)软件工程学士学位,于2015年获得合肥工业大学计算机软件与理论硕士学位,并在中国科学技术大学(USTC)计算机科学系获得博士学位。2022年1月至2022年6月期间,在中国科学技术大学担任博士后研究员。现任滁州学院计算机与信息工程学院副教授,并担任安徽理工大学兼职硕士生导师。至今已发表20余篇高质量学术期刊论文,研究领域包括数据挖掘、模式识别、联邦学习、人工智能应用和智慧养老技术。
主讲课程、研究方向
主讲课程:深度学习与应用,机器学习,智慧城市,Python程序设计
主要研究方向为数据挖掘、模式识别、联邦学习、人工智能应用和智慧养老技术。
科学研究
·主持项目
[1] 老年人居家环境安全监测与评价技术及应用, 安徽省教育厅, 2022AH051102, 2022年度,在研,主持
·主要论文
[1] Naji Alhusaini, S. Karmoshi, A. Hawbani, L. Jing, A. Alhusaini, and Y. Al-sharabi, "LUIM: New Low Utility Itemset Mining Framework," in IEEE Access. doi: 10.1109/ACCESS.2019.2929082.
[2] Naji Alhusaini, Li Jing, Ammar Hawbani, Abdullah Alhusaini, "SSUP-Growth: A Novel Mining High Utility Algorithm Itemset with Single-Scan of Database," 3rd International Conference on Data Mining, Communications and Information Technology (DMCIT 2019).
[3] Naji Alhusaini, Jing Li, and Abdullah Alhusaini, "FLUI-Growth: Frequent Low-Utility Itemsets Mining," The 2019 International Conference on Artificial Intelligence and Computer Science (AICS 2019).
[4] Alhusaini Naji, Hu M., and Ammar Hawbani, "Improved P-tree Mine Rare Association Rule with Multiple Minimum Support," International Conference on Advanced Management Science and Information Engineering (AMSIE), 2015.
[5] Karmoshi, S., Wang, S., Alhusaini, N., Li, J., Zhu, M., and Hawbani, A., "GANA-VDC: Application-Aware with Bandwidth Guarantee in Cloud Datacenters," Electronics, 8, 3 (2019), 258.
[6] YuChen Zhang, Hong Zhong, Naji Alhusaini*, Guilin Chen, ShengHui Zhao. "Multimodal Sentiment Analysis Network Based on Distributional Transformation and Gated Cross-Modal Fusion." 2024 International Conference on Networking and Network Applications, 2024.
[7] Cheng Wu, Hong Zhong, Naji Alhusaini*, Guilin Chen, ShengHui Zhao. "Optimizing Multimodal Federated Learning: Novel Approaches for Efficient Model Aggregation and Client Sampling." 2024 International Conference on Networking and Network Applications, 2024.
[8] Alarefi A, Alhusaini N#, Wang X, Tao R, Rui Q, Gao G, Pang L, Qiu B, Zhang X. "Alcohol dependence inpatients classification with GLM and hierarchical clustering integration using fMRI data of alcohol multiple scenario cues." Experimental Brain Research, October 2022; 240(10): 2595-2605. doi: 10.1007/s00221-022-06447-y. Epub August 27, 2022. PMID: 36029312.
[9] Alhusaini, Naji et al. "Mining High Utility Itemset with Multiple Minimum Utility Thresholds Based on Utility Deviation." 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022: 490-496. CCF-B.
[10] 梁润秋, 沈瑜, Naji Alhusaini, 等. "超算中心典型科研应用特征统计与分析[J]." 小型微型计算机系统, 2022, 43(6): 1121-1127. DOI: 10.20009/j.cnki.21-1106/TP.2021-0258.
·专利
Naji Alhusaini,高鹏,刘进军,赵亮. 基于多模态老人居家物理危害识别和安全评估方法, 发明专利,初审. 2024
终审人:吴文杰