I/UCRC Phase II Renewal: Center for Visual and Decision Informatics (CVDI)

I/UCRC 第二阶段更新：视觉与决策信息学中心 (CVDI)

• 批准号: 1650551
• 负责人: Vijay Raghavan
• 金额: $ 50万
• 依托单位: University of Louisiana at Lafayette
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2017
• 资助国家: 美国
• 起止时间: 2017-03-01 至 2023-02-28
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1650551&HistoricalAwards=false
• 关键词: UCRC; Phase; II; Renewal; Center

This award will help the University of Louisiana at Lafayette transition its IUCRC Center for Visual and Decision Informatics (CVDI) into Phase 2 operation for the next 5 years. At the start of Phase 2, the CVDI IUCRC is expanding from three sites to 5 sites, with the addition of two new sites, and University of Louisiana at Lafayette will serve as the managing lead site of the Center for this phase. The Center seeks to continue its record of sustained accomplishments in terms of strengthening and growing industry partnerships, delivering innovation through intellectual property and publications, expanding research competencies through increased faculty participation, and broadening educational experience of students through participation in industry funded research.The research program of the Center focuses on developing next-generation visual and decision support tools and techniques that enable decision makers to fundamentally improve the way an organization's information is interpreted and exploited. CVDI's area of research is industry-relevant, attracts membership and has the potential to improve US competitiveness in this area. The center intends to broaden participation through center engagement in university programs. Through participation in the Louis Stokes Louisiana Alliance for Minority Participation Program, of which the PI is the co-coordinator, this site will introduce undergraduate minority students to industry-driven research. CVDI will recruit students from neighboring Historically Black Colleges and Universities to join our graduate programs. The site will also participate in university outreach programs for K-12 students, such as the annual Engineering and Technology Expo Week and the Science Day.

该奖项将帮助路易斯安那大学拉斐特分校在未来 5 年内将其 IUCCRC 视觉与决策信息学中心 (CVDI) 过渡到第二阶段运营。在第二阶段开始时，CVDI IUCRC 将从三个地点扩展到 5 个地点，并增加了两个新地点，路易斯安那大学拉斐特分校将作为该阶段该中心的管理牵头地点。该中心力求在加强和发展行业伙伴关系、通过知识产权和出版物提供创新、通过增加教师参与来扩大研究能力以及通过参与行业资助的研究来拓宽学生的教育经验等方面继续取得持续成就。该中心的研究计划侧重于开发下一代视觉和决策支持工具和技术，使决策者能够从根本上改善组织信息的解释和处理方式。 被剥削。 CVDI 的研究领域与行业相关，吸引了会员，并有潜力提高美国在该领域的竞争力。该中心打算通过参与大学项目来扩大参与范围。通过参与路易斯·斯托克斯路易斯安那州少数族裔参与计划联盟（PI 是该计划的联合协调员），该网站将向本科少数族裔学生介绍行业驱动的研究。 CVDI 将招募邻近历史黑人学院和大学的学生加入我们的研究生项目。该网站还将参加针对 K-12 学生的大学外展计划，例如年度工程和技术博览会周和科学日。

项目成果

VAStream: A Visual Analytics System for Fast Data Streams

• DOI: 10.1145/3332186.3332256
• 发表时间: 2019-07
• 期刊: Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning)
• 作者: Satya Katragadda;Raju N. Gottumukkala;Siva R. Venna;Nicholas G. Lipari;Shailendra Gaikwad;Murali K. Pusala;Jian Chen;C. Borst;Vijay A. Raghavan;M. Bayoumi

Hour-Ahead Solar Irradiance Forecasting Using Multivariate Gated Recurrent Units

• DOI: 10.3390/en12214055
• 发表时间: 2019-10
• 期刊: Energies
• 影响因子: 3.2
• 作者: Jessica Wojtkiewicz;Matin Hosseini;Raju N. Gottumukkala;T. Chambers

A Novel Data-Driven Model for Real-Time Influenza Forecasting

• DOI: 10.1109/access.2018.2888585
• 发表时间: 2019-01-01
• 期刊: IEEE ACCESS
• 影响因子: 3.9
• 作者: Venna, Siva R.;Tavanaei, Amirhossein;Nichols, Stephen
• 通讯作者: Nichols, Stephen

Distributed Real Time Link Prediction on Graph Streams

图流上的分布式实时链路预测

• DOI: 10.1109/bigdata.2018.8621934
• 发表时间: 2018
• 期刊: 2018 IEEE International Conference on Big Data (Big Data
• 作者: Katragadda, Satya;Gottumukkala, Raju;Pusala, Murali;Raghavan, Vijay;Wojtkiewicz, Jessica
• 通讯作者: Wojtkiewicz, Jessica

Spatial hotspot detection using polygon propagation

• DOI: 10.1080/17538947.2018.1485754
• 发表时间: 2018-06
• 期刊: International Journal of Digital Earth
• 影响因子: 5.1
• 作者: Satya Katragadda;Jian Chen;Shaaban Abbady