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<h1>我们的研究成果</h1>
<p>承担多项国家重大专项自然科学基金项目，发表多篇SCI/EI收录论文。</p>
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<h4>在研项目</h4>
<p>1. 基于统一数据模型的新型供电轨道交通系统全生命周期大数据实时处理技术研究，科技部，国家科技支撑计划。</p>
<p>2. 基于人机融合的群智认知理论与模型研究，科技部，国家重点基础研究发展计划（973计划）。</p>
<p>3. 多源异构轨迹大数据融合处理，国家自然科学基金委员会，国家自然科学基金国际(地区)合作与交流项目。</p>
<p>4. 空天车地信息一体化轨道交通运营与安全综合保障技术研究与应用示范，科技部，国家重点研发计划。</p>
<p>5. 基于深度学习的数据库查询智能化技术，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>6. 智能室内环境下复杂数据的管理和挖掘研究，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>7. 基于大数据云平台的轨道交通装备远程运维服务新模式应用，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>8. 面向特定领域的文本分析和知识图谱构建技术，企业合作横向项目。</p>
<h4>完成项目</h4>
<p>1. 神通大型通用数据库管理系统高可用性研发及示范应用，科技部，核高基重大专项。</p>
<p>2. 智能高速列车系统应用平台，科技部，国家科技支撑计划。</p>
<p>3. XML 数据频繁模式挖掘技术研究，科技部，国家863计划。</p>
<p>4. 高性能分布式垂直搜索引擎支撑平台的研发，浙江省科技部，浙江省科技计划国际合作重点项目。</p>
<p>5. 路网下的连续聚合k最近邻查询及变体处理研究，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>6. 信息物理融合的Web对象可视检索技术，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>7. 基于多源信息的电动汽车数据挖掘关键技术研究，科技部，国家科技支撑计划子项目。</p>
<p>8. 面向个性化搜索中的隐私保护关键技术研究，国家自然科学基金委员会，国家自然科学基金面上项目。</p>
<p>9. 电动汽车专题数据库建设，科技部，国家科技支撑计划子项目。</p>
<p>10. 移动对象的可视性数据管理及其在虚拟漫游中的应用，国家自然科学基金委员会，国家自然科学基金青年科学基金项目。</p>
<p>11. 支持大型社交网络的云存储系统，国家自然科学基金委员会，国家自然科学基金青年科学基金项目。</p>
<p>12. 群组查询引擎，国家自然科学基金委员会，国家自然科学基金青年科学基金项目。</p>
<h4>获得奖项</h4>
<p>1. 海量混合时态数据融合处理关键技术及应用，获得教育部科学技术进步奖一等奖。</p>
<p>2. 互联网海量数据存储、管理与搜索平台研制及产业化应用，获得浙江省科学技术奖一等奖。</p>
<p>3. 跨行业的嵌入式系统软件平台SMART及其应用，获得全国科学技术进步奖二等奖。</p>
<h4>近期发表论文</h4>
<p>Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi:An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. TIIS 12(6): 2761-2781 (2018)</p>
<p>Rong Wang, Tianlei Hu, Gang Chen:Where Do Local Experts Go? Evaluating User Geo-Topical Similarity for Top-N Place Recommendation. J. Comput. Sci. Technol. 33(1): 190-206 (2018)</p>
<p>Huan Li ; Hua Lu ; Lidan Shou ; Gang Chen ; Ke Chen, In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data, Knowledge and Data Engineering, IEEE Transactions on, 2018</p>
<p>Huan Li, Feichao Shi, Hua Lu, Gang Chen, Ke Chen and Lidan Shou, TRIPS: a system for translating raw indoor positioning data into visual mobility semantics, VLDB 2018, 2018, 11(12), 1918-1921</p>
<p>毕里缘,伍赛,陈刚,寿黎但,陈珂,胡天磊, 基于循环神经网络的数据库查询开销预测, 软件学报, 2018, 29(3), 799-810</p>
<p>Zhifei Pang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou:FlashView: An Interactive Visual Explorer for Raw Data. PVLDB 10(12): 1869-1872 (2017)</p>
<p>Xiaoling Gu, Sai Wu, Pai Peng, Lidan Shou, CSIR4G: An Effective and Efficient Cross-Scenario Image Retrieval Model for Glasses, Information Sciences, 2017, 417, 310-327</p>
<p>Sun L, Chen K, Song M, Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching, IEEE Transactions on Image Processing, 2017, 26（7）, 3331-3343</p>
<p>Xiaoling Gu, Yongkang Wong, Pai Peng, Lidan Shou, Gang Chen, Mohan S. Kankanhalli, Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning, ACM Multimedia 2017, 190-198</p>
<p>Xinyuan Luo, Sai Wu, Wei Wang, Lidan Shou:Tuning the granularity of parallelism for distributed graph processing. Distributed and Parallel Databases 35(2): 117-148 (2017)</p>
<p>Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen, A New Approach to Compute CNNs for Extremely Large Images, CIKM 2017, 39-48</p>
<p>Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen:Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. ISPA/IUCC 2017: 1296-1303</p>
<p>Yuxin Zheng, Qi Guo, Anthony K. H. Tung, Sai Wu, LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index, SIGMOD Conference 2016, 2016, , 2023-2037</p>
<p>Xiaolin Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang chen, iGlasses: A Novel Recommendation System for Best-fit Glasses, SIGIR 2016, 2016, 1109-1112</p>
<p>Zhu Zhu, Lidan Shou, Ke Chen: Get into the spirit of a location by mining user-generated travelogues. Neurocomputing 204: 61-69 (2016)</p>
<p>Huan Li, Hua Lu, Xin Chen, Gang Chen, Ke Chen, Lidan Shou, Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings, PVLDB (2016), 2016, 9(13) , 1453-1456</p>
<p>Hang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu, Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases, SIGMOD Conference 2016, 2016, 1119-1134</p>
<p>Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu: KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. IEEE Trans. Knowl. Data Eng. 28(4): 994-1006 (2016)</p>
<p>Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen: iGlasses: A Novel Recommendation System for Best-fit Glasses. SIGIR 2016: 1109-1112</p>
<p>Dawei Jiang, Qingchao Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung: Cohort Query Processing. PVLDB 10(1): 1-12 (2016)</p>
<p>Dawei Jiang, Sai Wu, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Jun Xu: epiC: an extensible and scalable system for processing Big Data. VLDB J. 25(1): 3-26 (2016)</p>
<p>Sai Wu, Gang Chen, Ke Chen, Feng Li, Lidan Shou: HM: A Column-Oriented MapReduce System on Hybrid Storage, Knowledge and Data Engineering, IEEE Transactions on, 2015, 27, 3304 -3317 </p>
Chunyang Ma, Yongluan Zhou, Lidan Shou, Gang Chen: PROM: Efficient matching query processing on high-dimensional data. Inf. Sci. 322: 1-19 (2015)</p>
<p>Zhenhua Wang, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra: On Summarization and Timeline Generation for Evolutionary Tweet Streams. IEEE Trans. Knowl. Data Eng. 27(5): 1301-1315 (2015)</p>
<p>Kuang Mao, Lidan Shou, Ju Fan, Gang Chen, Mohan S. Kankanhalli: Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. IEEE Trans. Multimedia 17(3): 396-408 (2015)</p>
<p>Pai Peng, Hongxiang Chen, Lidan Shou, Ke Chen, Gang Chen, Chang Xu: DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. CIKM 2015: 1891-1894</p>
<p>Yongluan Zhou, Lidan Shou, Xuan Shang, Ke Chen: Dissemination of anonymized streaming data. DEBS 2015: 104-115</p>
<p>Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen: Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. ECIR 2015: 333-338</p>
<p>Huan Li, Pai Peng, Hua Lu, Lidan Shou, Ke Chen, Gang Chen: E2C2: efficient and effective camera calibration in indoor environments. UbiComp/ISWC Adjunct 2015: 9-12</p>
<p>Xiaoling Gu, Pai Peng, Mengwen Li, Sai Wu, Lidan Shou, Gang Chen: Cross-Scenario Eyeglasses Retrieval via EGYPT Model. ICMR 2015: 463-466</p>
<p>Gang Chen, Sai Wu, Yuan Wang: The Evolvement of Big Data Systems: From the Perspective of an Information Security Application. Big Data Research 2(2): 65-73 (2015)</p>
<p>Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett:
PABIRS: A data access middleware for distributed file systems. ICDE 2015: 113-124</p>
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<p class="copyright">地址：浙江省杭州市西湖区浙大路38号浙江大学玉泉校区土木科技馆5楼 邮编：310027
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