University of Illinois Urbana-Champaign
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Data Analytics & Information Visualization

ANALYTICS and VISUALIZATION encompass data management, information retrieval, knowledge analysis, and conceptual understanding in the context of large-scale organizational systems. This Area supports technology-driven applications-oriented students in data mining, information retrieval, machine learning, information visualization, human-computer interaction, intelligent discovery environments, intelligent analysis systems, computational statistics, business analytics, and social and behavioral analytics.

RESEARCH THEMES

  • Human-Computer Relationships
  • Network Analysis
  • Machine Learning
  • Augmented Reality
  • Data-Mining
  • Artificial Intelligence
    • STUDENTS
    FACULTY
    COURSES

    Analytics and Visualization encompass data management, information retrieval, knowledge analysis, and conceptual understanding in the context of large-scale organizational systems.

    This Area supports technology-driven applications-oriented students in data mining, information retrieval, machine learning, information visualization, human-computer interaction, intelligent discovery environments, intelligent analysis systems, computational statistics, business analytics, and social and behavioral analytics.

    People

    Area LeadsFaculty AffiliatesPhD Students

    NameEmailDepartment Hamze Dokoohaki hamzed@illinois.edu Crop Sciences Leon Hounnou hounnou2@illinois.edu Vishal Sachdev vishal@illinois.edu Gies College of Business Douglas Simpson dgs@illinois.edu Statistics

    NameEmailDepartment Vic Anand vanand@illinois.edu Accountancy Robert Brunner bigdog@illinois.edu Accountancy Theodore Sougiannis sougiani@illinois.edu Accountancy Sang-Hwa Oh sanghwa2@illinois.edu Advertising Leona Yi-Fan Su lyfsu@illinois.edu Advertising Paul McNamara mcnamar1@illinois.edu Agricultural and Consumer Economics Isabella Condotta icfsc@illinois.edu Animal Science Laura Shackelford llshacke@illinois.edu Anthropology Ben Grosser grosser@illinois.edu Art & Design Catherine Best cabest@illinois.edu Bioengineering Susan Leggett sleggett@illinois.edu Bioengineering Unnati Narang unnati@illinois.edu Business Administration Mani Golparvar-Fard mgolpar@illinois.edu CEE Christopher Tessum ctessum@illinois.edu CEE Lei Zhao leizhao@illinois.edu Civil & Environmental Engineering JungHwan Yang junghwan@illinois.edu Communications Adam Bates batesa@illinois.edu Computer Science Matthew Caesar caesar@illinois.edu Computer Science Kevin Chang kcchang@illinois.edu Computer Science David Forsyth daf@illinois.edu Computer Science William Gropp wgropp@illinois.edu Computer Science John Hart jch@illinois.edu Computer Science Julia Hockenmaier juliahmr@illinois.edu Computer Science Karrie Karahalios kkarahal@illinois.edu Computer Science Svetlana Lazebnik slazebni@illinois.edu Computer Science Aditya Parameswaran adityagp@illinois.edu Computer Science Yongjoo Park yongjoo@illinois.edu Computer Science Paris Smaragdis paris@illinois.edu Computer Science Hanghang Tong htong@illinois.edu Computer Science Gang Wang gangw@illinois.edu Computer Science Tao Xie taoxie@illinois.edu Computer Science Yizhou Yu yyz@illinois.edu Computer Science Chengxiang Zhai czhai@illinois.edu Computer Science Hamze Dokoohaki hamzed@illinois.edu Crop Sciences Elhan Ersoz ese@illinois.edu Crop Sciences Alexander Lipka alipka@illinois.edu Crop Sciences Robb Lindgren robblind@illinois.edu Curriculum & Instruction Luc Paquette lpaq@illinois.edu Curriculum & Instruction Michael Tissenbaum miketiss@illinois.edu Curriculum & Instruction Nicole Riemer nriemer@illinois.edu Department of Climate, Meteorology & Atmospheric Sciences Nathan Castillo nathanc@illinois.edu Education Policy, Organization & Leadership Cynthia D’Angelo cdangelo@illinois.edu Educational Psychology Volodymyr Kindratenko kindrtnk@illinois.edu Electrical & Computer Engineering Umberto Ravaioli ravaioli@illinois.edu Electrical & Computer Engineering John Gallagher johng@illinois.edu English Zeynep Madak-Erdogan zmadake2@illinois.edu Food Science & Human Nutrition Yi-Cheng Wang ycw@illinois.edu Food Science & Human Nutrition W. Brooke Elliott wbe@illinois.edu Gies College of Business Vishal Sachdev vishal@illinois.edu Gies College of Business Ramanath Subramanyam rsubrama@illinois.edu Gies College of Business Caroline Cao ccao01@illinois.edu Grainger College of Engineering Rachel F. Adler radler@illinois.edu iSchool Brandon Batzloff batzloff@illinois.edu iSchool Catherine Blake clblake@illinois.edu iSchool Nigel Bosch pnb@illinois.edu iSchool David Dubin ddubin@illinois.edu iSchool Jing Rui He jingrui@illinois.edu iSchool Renee Hendricks reneeh2@illinois.edu iSchool Merinda Hensley mhensle1@illinois.edu iSchool Yun Huang yunhuang@illinois.edu iSchool Halil Kilicoglu halil@illinois.edu iSchool Eunice Santos eesantos@illinois.edu iSchool Jodi Schneider jodi@illinois.edu iSchool JooYoung Seo jseo1005@illinois.edu iSchool Vetle Torvik vtorvik@illinois.edu iSchool Michael Twidale twidale@illinois.edu iSchool Dong Wang dwang24@illinois.edu iSchool Yang Wang yvw@illinois.edu iSchool Yang Zhang yzhangnd@illinois.edu iSchool Hyojung Kang hyokang@illinois.edu Kinesiology & Community Health Shannon T. Mejía stmejia@illinois.edu Kinesiology and Community Health Brian Deal deal@illinois.edu Landscape Architecture William Sullivan wcsulliv@illinois.edu Landscape Architecture George Francis gfrancis@illinois.edu Math Bruce Schatz schatz@uiuc.edu Medical Info. Science Santiago Núñez-Corrales nunezco2@illinois.edu National Center for Supercomputing Applications Daniel Katz dskatz@illinois.edu NCSA Tatsuya Sakurahara sakurah2@illinois.edu Nuclear, Plasma & Radiological Engineering Zahra Mohaghegh zahra13@illinois.edu Nuclear, Plasma, and Radiological Engineering Amy Marshall-Colon amymc@illinois.edu Plant Biology Surangi Punyasena punyasena@life.illinois.edu Plant Biology Catharine Fairbairn cfairbai@illinois.edu Psychology Xiaohui Chen xhchen@illinois.edu Statistics Yuguo Chen yuguo@illinois.edu Statistics Steven Culpepper sculpepp@illinois.edu Statistics Jeff Douglas jeffdoug@illinois.edu Statistics Naveen Narisetty naveen@illinois.edu Statistics Douglas Simpson dgs@illinois.edu Statistics Dave Zhao sdzhao@illinois.edu Statistics Ruoqing Zhu rqzhu@illinois.edu Statistics Susu Zhang szhan105@illinois.edu Statistics & Psychology Christopher Prom prom@illinois.edu University Library

    NameEmailArea Sepehr Vaez Afshar sepehrv2@illinois.edu Data Analytics and Information Visualization
    Stephanie Besser sbesser3@illinois.edu Bioinformatics
    Data Analytics and Information Visualization
    Health and Medical Informatics
    Eamon Bracht ebracht2@illinois.edu Data Analytics and Information Visualization
    Brian Clark bclark9@illinois.edu Data Analytics and Information Visualization
    Hunter DeMeyer demeyer3@illinois.edu Data Analytics and Information Visualization
    Lin Guo linguo4@illinois.edu Data Analytics and Information Visualization
    Moazam Hakim mihakim2@illinois.edu Data Analytics and Information Visualization
    Design, Technology and Society
    Spatial Informatics
    Xiaotong Hu xh9@illinois.edu Data Analytics and Information Visualization
    Isaac Joy ijoy2@illinois.edu Data Analytics and Information Visualization
    Jamshed Kaikaus kaikaus2@illinois.edu Cognitive Science and Language Processing
    Data Analytics and Information Visualization
    Zelin Li lizelin13@gmail.com Data Analytics and Information Visualization
    Joshua Muzei jmuzei2@illinois.edu Data Analytics and Information Visualization
    Het Patel hpate63@illinois.edu Data Analytics and Information Visualization
    Xinyao Qian xinyaoq2@illinois.edu Data Analytics and Information Visualization
    Xiao Ran xiaor2@illinois.edu Data Analytics and Information Visualization
    Angela Rhodes afike2@illinois.edu Data Analytics and Information Visualization
    Janina Sarol mjsarol@illinois.edu Cognitive Science and Language Processing
    Data Analytics and Information Visualization
    Yiliu Tang yiliut2@illinois.edu Data Analytics and Information Visualization
    Rashmi Tenneti rtenneti@illinois.edu Data Analytics and Information Visualization
    Elizabeth Wickes wickes1@illinois.edu Data Analytics and Information Visualization
    Jaemin Yang jaeminy3@illinois.edu Data Analytics and Information Visualization
    Jian Yang jiany3@illinois.edu Bioinformatics
    Data Analytics and Information Visualization
    Health and Medical Informatics
    Spatial Informatics
    Xiujia Yang xiujiay2@illinois.edu Data Analytics and Information Visualization
    Tali Zacks tzacks2@illlinois.edu Data Analytics and Information Visualization
    Lingtao Zeng lingtao3@illinois.edu Data Analytics and Information Visualization
    Health and Medical Informatics
    Jingfang Zhang jzhng170@illinois.edu Data Analytics and Information Visualization

    Courses

    Application CoursesFoundation Courses

    NumberTitleNotes ECE 537 Speech Processing Fundamentals IE 510 Applied Nonlinear Programming IE 511 Integer Programming IE 512 Network Analysis of Systems PS 530 Quantitative Political Analysis I PS 531 Quantitative Political Analysis II

    NumberTitleNotes CS 511 Advanced Data Management CS 512 Data Mining Principles CS 519 Scientific Visualization CS 546 Machine Learning in NLP CS 565 Human-Computer Interaction ECE 513 Vector Space Signal Processing ECE 537 Speech Processing Fundamentals ECE 549 Computer Vision ECE 558 Digital Imaging EPSY 587 Hierarchical Linear Models IS 507 (formerly taught as IS 542) Data, Stat and Info STAT 510 Mathematical Statistics I STAT 525 Computational Statistics STAT 542 Statistical Learning STAT 571 Multivariate Analysis STAT 578 Topics in Statistics