{"609815":{"#nid":"609815","#data":{"type":"news","title":"Georgia Tech Faculty and Students Take Lead at KDD 2018 with Premier Data Mining Research","body":[{"value":"\u003Cp\u003EGeorgia Tech researchers are heading to London this week to take part in the\u0026nbsp;\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/\u0022\u003E24\u003Csup\u003Eth\u0026nbsp;\u003C\/sup\u003EAssociation for Computing Machinery SIGKDD Conference on Knowledge Discovery and Data Mining\u003C\/a\u003E\u0026nbsp;(KDD).\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EKDD is the world\u0026rsquo;s premier forum for advancement, education, and adoption of the science of knowledge discovery and data mining and is being held August 19-23. The program includes keynotes, invited talks, workshops, hands-on tutorials, and conventional tutorials.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EFaculty and students in the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E\u0026nbsp;(CSE) and associated research units \u0026ndash;\u0026nbsp;\u003Ca href=\u0022http:\/\/ml.gatech.edu\/\u0022\u003ECenter for Machine Learning\u003C\/a\u003E,\u0026nbsp;\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scs.gatech.edu\/\u0022\u003ESchool of Computer Science\u003C\/a\u003E, and the\u0026nbsp;\u003Ca href=\u0022http:\/\/iisp.gatech.edu\/\u0022\u003EInstitute for Information Security and Privacy\u003C\/a\u003E, are presenting at this year\u0026rsquo;s conference.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026ldquo;It is incredibly exciting to be part of the Georgia Tech team of talented students and faculty, showcasing our diverse research achievements at KDD, ranging from scalable methods for health applications, novel approaches for searching for lead pipes in Flint, to practical defense for artificial intelligence,\u0026rdquo; said CSE Associate Professor\u0026nbsp;\u003Cstrong\u003EPolo Chau.\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EChau will be joined by more than 10 other faculty members and student researchers from Georgia Tech sharing 10 papers in oral, poster, and demo presentations during the five-day event.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EIn addition to these 10 papers \u0026ndash; including one of Chau\u0026rsquo;s research team\u0026rsquo;s latest\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/606678\/georgia-tech-teams-intel-protect-artificial-intelligence-malicious-attacks-using-shield\u0022\u003Epu\u003C\/a\u003E\u003Ca href=\u0022http:\/\/www.cc.gatech.edu\/news\/606678\/georgia-tech-teams-intel-protect-artificial-intelligence-malicious-attacks-using-shield\u0022\u003Eblications\u003C\/a\u003E, which aims to protect artificial intelligence systems from malicious attacks \u0026ndash;\u0026nbsp;Georgia Tech researchers are presenting a\u0026nbsp;\u003Ca href=\u0022http:\/\/dl4health.org\/\u0022\u003Econventional tutorial\u003C\/a\u003E\u0026nbsp;and an all-day workshop. The workshop,\u0026nbsp;\u003Ca href=\u0022http:\/\/poloclub.gatech.edu\/idea2018\/\u0022\u003EInteractive Data Exploration and Analytics,\u003C\/a\u003E\u0026nbsp;addresses the development of data mining techniques with 13 papers accepted for presentation from various research institutions and groups across the globe.\u003C\/p\u003E\r\n\r\n\u003Cp\u003ETo help attendees and others interested in the conference, \u003Ca href=\u0022https:\/\/public.tableau.com\/views\/GTKDD2018\/Dashboard1?:embed=y\u0026amp;:display_count=yes\u0022\u003EGeorgia Tech has developed an interactive data visualization\u003C\/a\u003E detailing of its research papers, as well as dates, times, and locations for the associated talks.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EBelow are the titles of Georgia Tech\u0026rsquo;s research being presented this week along with each paper\u0026rsquo;s respective authors. Each title is linked to the full paper.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EResearch Papers:\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022https:\/\/dl.acm.org\/citation.cfm?doid=3219819.3220035\u0022\u003EDecoupled Learning for Factorial Marked Temporal Point Processes\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003EWeichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/supervised-reinforcement-learning-with-recurrent-neural-network-for-dynamic\u0022\u003ESupervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003ELu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/sustain-scalable-unsupervised-scoring-for-tensors-and-its-application-to-ph\u0022\u003ESUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003EIoakeim Perros, Evangelos Papalexakis, Haesun Park, Richard Vuduc, Xiaowei Yan, Christopher Defilippi, Walter F. Stewart, Jimeng Sun)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/pca-by-determinant-optimization-has-no-spurious-local-optima\u0022\u003EPCA by Determinant Optimization has no Spurious Local Optima\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003ERaphael Hauser, Armin Eftekhari, Heinrich Matzinger)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/raim-recurrent-attentive-and-intensive-modeling-of-multimodal-continuous-pa\u0022\u003ERAIM: Recurrent Attentive and Intensive Modeling of Multimodal Continuous Patient Monitoring Data\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003EYanbo Xu, Siddharth Biswal, Shriprasad Deshpande, Kevin Maher, Jimeng Sun)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/an-iterative-global-structure-assisted-labeled-network-aligner\u0022\u003EAn Iterative Global Structure-Assisted Labeled Network Aligner\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003EAbdurrahman Ya\u015far (Georgia Institute of Technology)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/activeremediation-the-search-for-lead-pipes-in-flint-michigan\u0022\u003EActiveRemediation: The Search for Lead Pipes in Flint, Michigan\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003EJacob Abernethy, Alex Chojnacki, Arya Farahi, Eric Schwartz, Jared Webb)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/detection-of-paroxysmal-atrial-fibrillation-using-attention-based-bidirecti\u0022\u003EDetection of Paroxysmal Atrial Fibrillation using Attention based Bidirectional Recurrent Neural Net\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003ESupreeth Prajwal Shashikumar, Amit Shah, Gari Clifford, Shamim Nemati)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/nilakshdas.com\/papers\/18-compression-kdd.pdf\u0022\u003ECompression to the Rescue: Defending from Adversarial Attacks Across Modalities\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003ENilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau)\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\u0022http:\/\/www.kdd.org\/kdd2018\/accepted-papers\/view\/shield-fast-practical-defense-and-vaccination-for-deep-learning-using-jpeg-\u0022\u003EShield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression\u003C\/a\u003E\u0026nbsp;\u003C\/strong\u003E\u003Cstrong\u003E(\u003C\/strong\u003ENilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau)\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EWorkshops and Tutorials:\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cul\u003E\r\n\t\u003Cli\u003E\u003Ca href=\u0022http:\/\/dl4health.org\/\u0022\u003E\u003Cstrong\u003ET32: Deep Learning for Computational Healthcare\u003C\/strong\u003E\u003C\/a\u003E(Edward Choi, Xao Xiao, Jimeng Sun)\u0026nbsp;\u003C\/li\u003E\r\n\t\u003Cli\u003E\u003Ca href=\u0022http:\/\/poloclub.gatech.edu\/idea2018\/\u0022\u003E\u003Cstrong\u003EInteractive Data Exploration and Analytics\u003C\/strong\u003E\u003C\/a\u003E(Jefrey Lijffijt, Minsuk Kahng, Remco Chang, Polo Chau, Dafna Shahaf, Christos Faloutsos)\u003C\/li\u003E\r\n\u003C\/ul\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Georgia Tech has 10 papers being presented at world\u0027s leading data mining research summit."}],"uid":"34540","created_gmt":"2018-08-16 13:27:15","changed_gmt":"2018-08-16 13:36:23","author":"Kristen Perez","boilerplate_text":"","field_publication":"","field_article_url":"","dateline":{"date":"2018-08-16T00:00:00-04:00","iso_date":"2018-08-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"609797":{"id":"609797","type":"image","title":"GT@KDD2018","body":null,"created":"1534366276","gmt_created":"2018-08-15 20:51:16","changed":"1534366276","gmt_changed":"2018-08-15 20:51:16","alt":"","file":{"fid":"232229","name":"KDD Georgia Tech Banner.png","image_path":"\/sites\/default\/files\/images\/KDD%20Georgia%20Tech%20Banner.png","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/images\/KDD%20Georgia%20Tech%20Banner.png","mime":"image\/png","size":725537,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/KDD%20Georgia%20Tech%20Banner.png?itok=6NCR4AE5"}}},"media_ids":["609797"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"},{"id":"50875","name":"School of Computer Science"}],"categories":[],"keywords":[],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["kristen.perez@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}