Elke A. Rundensteiner
Professor
Director of Data Science
Email: rundenst@wpi.edu
Office: Fuller Labs 135
Phone: +1-508-831-5815
As founding Director of the interdisciplinary Data Science program here at WPI, I take great pleasure in doing all in my power to support the Data Science community in all its facets from research collaborations, new educational initiatives to our innovative Graduate Qualifying projects at the graduate level. Having served as primary advisor and mentor of over 35 PhD students who have secured successful professional careers in computing, I'm proud of all the great accomplishments of students I have had the opportunity to collaborate with. ... View Profile
Professor Eltabakh’s research is in the broad area of Database Management Systems and Information Management. In particular, his work is in the areas of query processing and optimization, indexing techniques, scientific data management, and large-scale data analytics. Prof. Eltabakh is currently exploring possible extensions to both database management systems and Hadoop framework to support scientific applications and health-care systems. He is a member of the Database Systems Research Group (DSRG) and a faculty member of the Bioinformatics and Computational Biology (BCB) program. ... View Profile
Fatemeh Emdad
Associate Teaching Professor
Email: femdad@wpi.edu
Office: Atwater Kent 129
Phone: +1-508-831-5303
Professor Fatemeh Emdad completed her Ph.D. in Applied Mathematics with a concentration in Applied Mathematics at Colorado State University. She is the recipient of the top-ranked student academic award from the President of Shiraz University. She is the author of the book High Dimensional Data Analysis and more than 20 journal and conference articles. She completed her postdoctoral degree with the University of Texas Medical Branch and Shriners Hospital for Children Burn Unit when she was the NIH postdoctoral scientist fellow (under Ruth L. ... View Profile
Information visualization is a powerful means for understanding data and informing human minds. As people begin to rely on visualizations to make high-impact and even life-critical decisions, there is a growing need to ensure that information can be perceived accurately and precisely. My research addresses these challenges by leveraging cognitive and perceptual principles to quantify and model user performance with visualizations. ... View Profile
Xiangnan Kong
Assistant Professor
Email: xkong@wpi.edu
Office: Atwater Kent Lab, Rm 125
Phone: 508-831-5860
Professor Kong’s research interests focus on data mining and machine learning, with emphasis on addressing the data science problems in biomedical and social applications. Data today involves an increasing number of data types that need to be handled differently from conventional data records, and an increasing number of data sources that need to be fused together. Dr. Kong is particularly interested in designing algorithms to tame data variety issues in various research fields, such as biomedical research, social computing, neuroscience, and business intelligence. ... View Profile
Dr. Lee’s research interests are in social computing, information retrieval, data science, and cybersecurity over large-scale networked information systems like the Web, social media, crowdfunding, and crowd-based systems. My research focus has both positive and negative dimensions. On one hand, I focus on threats to these systems and design methods to mitigate negative behaviors; on the other, I look for positive opportunities to mine and analyze these systems for developing next generation algorithms and architectures that can empower decision makers. View Profile
My broad research interests are in analyzing, understanding, and making sense of big data generated from various complex networks in many contexts, including urban network analysis, large-scale network data sampling, measurement, online social behavior modeling. My recent research focuses on exploring the challenges in managing and analyzing big data from urban networks, with an ultimate goal of improving human life quality and designing smarter cities. ... View Profile
Eleanor T. Loiacono is a Professor of Management Information Systems at Worcester Polytechnic Institute. She encourages her students to challenge themselves beyond the comfort of the classroom and was awarded the Moruzzi Award for Innovation in Undergraduate Education for the development of an externally sponsored design competition requiring students to develop a comprehensive network plan based on a "real" Request for Proposal (RFP). Students find the competition a challenging and valuable exercise in preparing for the future. ... View Profile
I completed my Ph.D. in Information Technology from the Department of Computer Science at George Mason University. Before that, I received MBA in Management Information Systems from California State University, Chico and BEng in Electronic Engineering from the Hong Kong University of Science and Technology respectively. My teaching interests include Database Management Systems, Data Mining, Machine Learning, Predictive Analytics, Decision Support System, Data Structures, Computational Algorithms, and Software Application Programming. ... View Profile
My research focuses on compressed sensing, machine learning, signal processing, and the interaction between mathematics, computer science and software engineering. My interests range from theoretical results to algorithms for tackling practical applied problems, and I enjoy problems most when mathematical results lead to efficient software implementations for big data. I am looking forward to working with students at all levels and backgrounds who share an interest in mathematics, software, or data. ... View Profile
Carolina Ruiz
Associate Professor and Associate Department Head
Email: ruiz@wpi.edu
Office: Fuller Labs 232
Phone: +1-508-831-5640
Carolina Ruiz's research interests are in machine learning, artificial intelligence and data mining. Together with her graduate and undergraduate students, Dr. Ruiz has worked on numerous interdisciplinary research projects with clinicians from the University of Massachusetts Medical School on developing and using machine learning algorithms over clinical and behavioral patient data. ... View Profile
WPI provides an environment that values both teaching and research, which is ideal for me. I enjoy teaching at WPI because students are interested in learning and willing to work hard. My teaching focuses on how business, healthcare, and nonprofit organizations can best use computing technologies, such as database systems, electronic health records systems, and mobile apps. Students in my classes learn to design computing applications that meet the needs of organizations. ... View Profile
Decision-making is becoming increasingly complex as data expands and resources decrease. My research centers on using prescriptive (integer optimization) and predictive (machine learning) analytics, together with algorithms, to effectively allocate scarce resources. My work employs mathematical modeling and the development of methods and tools to benefit vulnerable and marginalized individuals, groups, and populations. ... View Profile
Seyed A. (Reza) Zekavat received his PhD from Colorado State University in 2002. He is the Author of the textbook "Electrical Engineering: Concepts and Applications" published by Pearson, and the editor of the book “Handbook of Position Location: Theory, Practice and Advances,” published by Wiley/IEEE. He holds a patent on an active Wireless Remote Positioning System. ... View Profile
Professor Zou's research focuses on financial time series and spatial statistics with applications to epidemiology, public health and climate change. His most recent research on statistical theory and methodology addressed a wide range of challenges including high dimensionality, complex dependencies, and space and time variations. His research in high-frequency financial data tackled problems with high dimensionality, which is currently a hot topic in statistics. ... View Profile
Affiliated Faculty
| NAME | DEPARTMENT / PROGRAM |
|---|---|
| Emmanuel O. Agu | Computer Science, Bioinformatics & Computational Biology |
| Ivon Arroyo | Social Science and Policy Studies, Learning Sciences and Technologies |
| Nathaniel Drew Bastian | Data Science |
| Joseph Beck | Computer Science, Learning Sciences and Technologies |
| Marcel Y. Blais | Mathematical Sciences |
| Donald Brown | Electrical and Computer Engineering |
| Luca Capogna | Mathematical Sciences |
| Ki H. Chon | Biomedical Engineering |
| Soussan Djamasbi | Foisie School of Business |
| Jim Doyle | Social Science and Policy Studies |
| Thomas Eisenbarth | Electrical and Computer Engineering |
| Michael Elmes | Foisie School of Business |
| Brenton Faber | Humanities & Arts |
| Tian Guo | Computer Science |
| Adrienne Hall-Phillips | Foisie School of Business |
| Neil T. Heffernan | Computer Science, Learning Sciences and Technologies |
| Micha Hofri | Computer Science |
| Xinming Huang | Electrical and Computer Engineering |
| Mayer Humi | Mathematical Sciences |
| Sharon Johnson | Foisie School of Business |
| Chickery Kasouf | Foisie School of Business |
| Renata Konrad | Foisie School of Business |
| Dmitry Korkin | Computer Science |
| Lifeng Lai | Electrical and Computer Engineering |
| Yehia Massoud | Electrical and Computer Engineering |
| Fabienne Miller | Foisie School of Business |
| Rodica Neamtu | Computer Science |
| Sarah D. Olson | Mathematical Sciences |
| Michael Radzicki | Social Science and Policy Studies |
| Elizabeth Ryder | Biology & Biotechnology, Bioinformatics & Computational Biology |
| Marcus Sarkis | Mathematical Sciences |
| Randy Paffenroth | Mathematical Sciences |
| Joseph Petruccelli | Mathematical Sciences |
| Gabor Sarkozy | Computer Science |
| Stephan Sturm | Mathematical Sciences |
| Berk Sunar | Electrical and Computer Engineering |
| Dalin Tang | Mathematical Sciences |
| Steven Taylor | Foisie School of Business |
| Bengisu Tulu | Foisie School of Business |
| Krishna Kumar Venkatasubramanian | Computer Science, Electrical and Computer Engineering |
| Bogdan Vernescu | Mathematical Sciences |
| Homer F. Walker | Mathematical Sciences |
| Justin Wang | Foisie School of Business |
| Suzanne L. Weekes | Mathematical Sciences |
| Jacob Whitehill | Computer Science |
| E. Vance Wilson | Foisie School of Business |
| Zheyang Wu | Mathematical Sciences, Bioinformatics & Computational Biology |
| Amy Zeng | Foisie School of Business |
| Joe Zhu | Foisie School of Business |
Professor Emeritus
| NAME | DEPARTMENT / PROGRAM |
|---|---|
| Domokos Vermes | Mathematical Sciences |
Administrative Staff
