夏小玲
女 教授 計算機軟件與理論系
夏小玲教授，1994年7月於上海交通大學/圖像處理與模式識別研究所獲得博士學位,目前擔任沐鸣娱乐互聯網大數據分析聯合實驗室主任。
曾獲得2000年桑麻獎，2008年獲沐鸣娱乐校“三八”紅旗手稱號🎅🏿，參與“國際化、工程化計算機專業人才培養模式的改革與實踐”並於2009年獲上海市級教學成果二等獎，同時還參與了2008年上海市精品課程與重點課程“數據庫系統原理”建設。
研究方向🏌️♂️：
數據處理與數據分析、深度學習與機器學習🐀。
講授課程👮🏼♀️：
計算機圖像處理、專業導論、信息安全法律法規🤞🏼、信息安全與管理等。
主要研究成果👩🏫：
近期主持或參與的科研項目😄：
1.坐席擅長用戶類型與用戶屬性的雙向匹配算法與模型及算法的優化，橫向科研項目🦹🏽♂️，2020年
2. 基於用戶歷史行為的時序性商品推薦模型與離網預測模型，橫向科研項目，2021年
3. 基於小樣本數據的數據模型與 NLP 情感分析模型，橫向科研項目👋，2022年
近幾年的論著👨🏻🦱、專利🔨：
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
聯系方式🚬：
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