夏小玲
女 教授 计算机软件与理论系
夏小玲教授，1994年7月于上海交通大学/图像处理与模式识别研究所获得博士学位,目前担任东华大学互联网大数据分析联合实验室主任。
曾获得2000年桑麻奖，2008年获东华大学校“三八”红旗手称号，参与“国际化、工程化计算机专业人才培养模式的改革与实践”并于2009年获上海市级教学成果二等奖，同时还参与了2008年上海市精品课程与重点课程“数据库系统原理”建设。
研究方向：
数据处理与数据分析、深度学习与机器学习。
讲授课程：
计算机图像处理、专业导论、信息安全法律法规、信息安全与管理等。
主要研究成果：
近期主持或参与的科研项目：
1.坐席擅长用户类型与用户属性的双向匹配算法与模型及算法的优化，横向科研项目，2020年
2. 基于用户历史行为的时序性商品推荐模型与离网预测模型，横向科研项目，2021年
3. 基于小样本数据的数据模型与 NLP 情感分析模型，横向科研项目，2022年
近几年的论著、专利：
1.3D ultrasound computed tomography system calibration using a neural network，MEDICAL IMAGING 2022: ULTRASONIC IMAGING AND TOMOGRAPHY，EI，2022
2. Improved 3D fully convolutional network based on squeeze-excitation method for liver segmentation，Journal of Physics: Conference Series，EI，202109
3.Multi-interest Network Based on Double Attention for Click-Through Rate Prediction，Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)，EI，202101
4.Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images，IEEE Journal of Biomedical and Health Informatics，SCI，202106
联系方式：
Tel：
021-67792286
Email：
sherlysha@dhu.edu.cn
Name:
Xiaoling Xia
Bio:
Professor Xiaoling Xia received her Ph.D. from Shanghai Jiao Tong University/Institute of Image Processing and Pattern Recognition in July 1994, and currently serves as the director of the Joint Laboratory of Internet Big Data Analysis at Donghua University. She won the 2000 Sangma Award, in 2008 she was awarded the title of "Three Eight" Red Flag Bearer of Donghua University, participated in the "reform and practice of international and engineering computer professional talent training mode" and won the second prize of Shanghai Municipal Teaching Achievement Award in 2009, and also participated in the construction of Shanghai excellent courses and key courses "Principles of Database System" in 2008.
Research Areas:
Data processing and data analysis, deep learning and machine learning.
Main Courses Taught:
Computer Image Processing, The Introduction of Computer, The Law ang Principles of Information Security, Information security and Management
Publications:
1.3D ultrasound computed tomography system calibration using a neural network，MEDICAL IMAGING 2022: ULTRASONIC IMAGING AND TOMOGRAPHY，EI，2022
2. Improved 3D fully convolutional network based on squeeze-excitation method for liver segmentation，Journal of Physics: Conference Series，EI，202109
3.Multi-interest Network Based on Double Attention for Click-Through Rate Prediction，Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)，EI，202101
4.Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images，IEEE Journal of Biomedical and Health Informatics，SCI，202106
Main Research Projects:
1. Two-way matching algorithms of Agents good at and models of user types and user attributes and optimization of algorithms, Research Project from Enterprise , , 2020
2. Time-series commodity recommendation model and off-grid prediction model based on user historical behavior, Research Project from Enterprise ,, 2021
3. Data Model and NLP Sentiment Analysis Model Based on Small Sample Data, Research Project from Enterprise , 2022
Address:
Room 229 at 1st college building
Tel:
021-67792286
Mail:
sherlysha@dhu.edu.cn