Institutional Group 2845 . Natural language processing; machine learning; artificial intelligence. Margaret Kahl has a B.S. Previously he served as the director of UMBCs Computer Engineering graduate program. Prior to becoming a professor, Dr. Casas worked in industry designing and developing Supervisory Control and Data Acquisition (SCADA) systems for major oil and power utility companies in the Americas, the Middle East, and Southeast Asia. His masters and bachelors degrees were received from The University of Hong Kong and Zhejiang University, respectively. Exceptional frontline technical expertise that aligns the business processes and IT infrastructure to realize organizational performance improvements and cost savings. Graduates of the computer science program are well prepared for advanced studies and for problem-solving across the breadth of the discipline: theory, design, architecture, development and application of computers and computer systems.Many go on to graduate school in top Computer Science and Computer Engineering departments. in Information Systems from UMBC. Parallel computing; computational complexity; algorithms; source coding; speech and image compression. Ph.D., Electrical Engineering, University of Pittsburgh, 2008. Only scientists with an H-index >= 40 were considered. IEEE Fellow is a distinction reserved for select IEEE members whose extraordinary accomplishments in any of the IEEE fields of interest are deemed fitting of this prestigious grade elevation. 04, public policy, vice president for Institutional Advancement. Machine learning methods for time series events and Rare events, multi linear data analysis methods. He serves as an Associate Editor for IEEE Transactions on Artificial Intelligence (TAI) (2023-present), IEEE Internet of Things Journal (2020-present), IEEE Transactions on Intelligent Transportation Systems (2021-present), and IEEE Journal on Miniaturization for Air and Space Systems (J-MASS) (2020-present). Computer Science and Electrical Engineering. Viewthepublicationslist for more details. He is particularly interested in understanding the interactions between software engineering and emerging technologies, such as quantum computing and machine learning. Ph.D., Electrical and Computer Engineering from Duke University in 2006. Dr. Samarah received a bachelors in engineering from Northern Arizona University in Computer Science and Engineering and holds a masters and doctorate degrees in Computer Science from Florida Institute of Technology. His research interests are on various aspects of database systems, including semantic information integration, and applications for mobile . Tim Oates, Professor Chenchen Liu, Assistant Professor Ph.D., Management Science, University of Wisconsin-Milwaukee, 2013, Richard Forno, Principal Lecturer (CYBR GPD & Assistant Director, UMBC Cybersecurity Center) She holds a Ph.D. and M.S. CMPE 491 - Special Topics in Computer Engineering (3) or CMSC 491 - Special Topics in Computer Science (3) approved topics: Advanced Robotics, Computer Vision, Knowledge Graphs Cybersecurity Track The Cybersecurity track consists of the following 12 credits in addition to the core requirements of the major: Ph.D., University of California, Berkeley, 2006. The Department of Computer Science and Electrical Engineering (CSEE) at the University of Maryland Baltimore County (UMBC) invites applications for a non-tenure track position at the rank of Lecturer. You can read more about these programs and our Diversity & Inclusion initiatives on our website. The Master of Arts in Education program offers several courses that are going to help teachers become highly-qualified in teaching computer science, as well as offer professional development in their schools. His research interests are in both applied and foundational machine learning, focusing on probabilistic latent variable models and the inference algorithms to learn them from data. The IEEE Board of Directors confers the IEEE Grade of Fellow upon a person with an outstanding record of accomplishments in any of the IEEE fields of interest. Anthony Johnson, Professor Access and inclusion UMBC is committed to creating an accessible and inclusive environment for all students, faculty, staff, and visitors. Robotics, machine learning, natural language processing, human-robot interaction, and artificial intelligence. We have no control over, and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services. Professor (410) 455-2306 berge@umbc.edu Click here to view profile Research Area (s) Training Systems Distance Education Computer-Mediated Communication Francis M. Hult, Ph.D. In addition to her academic background, she has extensive industry experience as a Systems Analyst. We, the CSEE Department, do not access, read, or write these third-party cookies, and as a result, we do not control their presence on your browser. The foundation of his research has applied the knowledge from computer science, applied mathematics, and statistics Before joining UMBC, he was a Visiting Assistant Professor in the department of computer science and software engineering at Miami University. VLSI Design & Automation. Cynthia Matuszek, Associate Professor This project will make this learning unit, including its six videos and other materials, freely available after they are revised and enhanced based on reviews by three experts. He has over 30 years of experience in applications of Artificial Intelligence to problems in information systems and language understanding. CSEE is UMBC's largest department, with 34 tenure-track faculty, six teaching faculty and 16 research faculty. Medical Image Processing; Medical Device Design; Machine Learning and Artificial Intelligence in Healthcare. Energized by the need for effective communication, his interests include the study of Human-Computer Interaction and Presentation Theory. The project will develop new methods of efficiently learning from multi-modal data inputs, with the ultimate goal of enabling robots to efficiently and naturally learn about their world and the tasks they should perform.. Patti Ordez, Ph.D., UMBC (patti.ordonez@umbc.edu) [Associate Professor]. I am interested in algorithms for preserving privacy of data and at the same time allows accurate analysis of the data. | 410-455-3500 and Mathematics (B.S.). | Contact Us and Mathematics (B.S.). Knowledge graphs, artificial intelligence, and natural language processing methods for knowledge-intensive language understanding applications such as conversational AI, summarization, and recommender systems. Dr. Patricia Ordez-Franco joins the Department of Information Systems of the University of Maryland Baltimore County as an Associate Professor. This will ultimately allow human-robot teaming in domains where people use varied language and instructions to complete complex tasks. In addition, she has worked in a multitude of industries, and has experience in implementing large scale IT projects in various industries ranging from defense, healthcare, and education. Zhiyuan Chen, Ph.D., Cornell University(zhchen@umbc.edu) [Professor] [Associate Chair for Academic Affairs]. Her government awards include both Meritorious and Exceptional Civilian Service awards. Machine learning, statistical signal processing, applications in data fusion and medical image analysis. Dr. Sreedevi Sampath is an Associate Professor of Information Systems at the UMBC. Therefore, we strongly advise you to review the Privacy Policy of these websites. DSc., Information Technology, Towson University, 2016, Mohammad Khash Donyaee, Lecturer In addition, he serves or has served on the editorial board of multiple journals and the organizing and technical program committees of numerous conferences. Scientific computing, artificial intelligence, visualization, computer vision. As part of UMBC's response to COVID-19, all students are required to be technologically "self-sufficient." Minimally, this includes a reliable laptop computer and Internet access. surveys), and design (e.g. In another area, she models users body expressions in order to endow systems with the ability to automatically recognize affect from the body. 2023 University of Maryland Baltimore County Computer Science and Electrical Engineering Department Houbing Herbert Songreceived the Ph.D. degree in electrical engineering from the University of Virginia, Charlottesville, VA, in August 2012. Hardware Security & Design-for-Trust, Fault Tolerance & Design-for-Reliability, Hardware Testing & Design-for-Testability, Hardware Design & Synthesis, VLSI Design. To accomplish this, the project will revolve around learning structured representations of abstract knowledge with goal-directed task completion, grounded in a physical context. Ph.D. Johns Hopkins University, 2017. His work aims to promote the practice of latent variable modeling for multidisciplinary research in areas including computational social science and the digital humanities. Artificial intelligence, knowledge representation and reasoning, and natural language understanding with applications to security, social media, and mobile computing. Lei Zhang, Ph.D., McMasterUniversity (leizhang@umbc.edu) [Assistant Professor]. Ph.D., University of Tehran 2010. His research work has been published in journals (such as Journal of Database Management, Decision Support Systems, Information Systems Frontier, Distributed and Parallel Databases, IEEE Computer), conference proceedings and book chapters. Historically, this also builds on UMBC's " Assured Access to Computing " initiative that has been in place since 2001. I received a PhD in Information Sciences and Technology from The Pennsylvania State University, MS in Communication from Cornell, and BS in Psychology from Virginia Tech. Ph.D., Computer Engineering, UCSC, 2017. Nowadays, evolving networked environments, such as the Internet of Things (IoT) and Smart Homes, are transforming the privacy landscape considering the conflicting privacy needs, imbalanced power dynamics, and social confrontations among different stakeholders beyond a single user. Ph.D., University of California, Los Angeles, 1981. Your choices will not impact your visit. Dr. Joshi also has extensive experience of working in the industry primarily as an IT manager. Before joining UMBC, he was with Honeywell International Inc., where he led multiple projects to build integrated fault-tolerant avionics and dependable computing infrastructure and participated in developing the Redundancy Management System for the Vehicle and Mission Computer for NASAs X-33 space launch vehicle. I am also interested in designing inclusive and sustainable maker processes, tools and programs for diverse communities. His research interests include explainable artificial intelligence, ubiquitous computing, indoor localization, healthcare, and human activity recognition. The research award will support both faculty and students working in the Interactive Robotics and Language lab on this task. March 2023 >> S M T W T F S According to the 2021 US News and World Best Colleges Report, UMBC placed 6th in the Most Innovative Schools category and 6th in the Best Undergraduate Teaching category. Their queries often return too many irrelevant answers. In addition to his academic background, he has industry experience in systems development and management. Chein-I Chang, Professor in Operations Analysis. Previously, she has worked on applying natural language processing to insider threat detection, email analytics and intelligent multimedia multimodal conversation systems. Before I joined the PhD program at Syracuse, I was a professional software engineer in a startup in Seattle, WA. Dr. Komlodis research interests fall in the area of Human-Centered Computing. I received Ph.D. and masters degree in Information Systems and M.S. Ph.D., Mathematics, University of Virginia, 1994, Ben Shariati, Lecturer (Assistant GPD CYBR, Shady Grove) Welcome to the Department of Information Systems at UMBC. Before joining the UMBC, he worked as a scientist at theUniversity of California, San Diego (UCSD)and a main researcher forthe Kepler open source scientific workflow system, one of the most cited and well-adopted scientific workflow products. A description of her project is below. Dr. Sidas (Sy) Saulynas has nearly three decades of higher education teaching experience, most recently as an Associate Professor of Information Systems at Stevenson University. He has a BS in Chemical Engineering, an MS in Industrial Engineering, and an MS in Operations Research from Case Western Reserve University, Cleveland, OHIO. healthcare, education, work, and family); (2) building a unifying multimodal data-driven human-centered methodological framework to understand and characterize the dynamic and fine-grained human physiological and psychological processes in order improve the flourishing outcomes. Ph.D., Electrical Engineering, University of Maryland, Baltimore County, 2002, Maya Larson, Professor of the Practice Dr. Kleinsmith has held postdoctoral researcher positions in the Virtual Experiences Research Group in the Computer and Information Science and Engineering Department at the University of Florida and in the Embodied AudioVisual Interaction Group at Goldsmiths, University of London in the UK. Faculty Professors. A research team that includes UMBC CSEE faculty Naghmeh Karimi and Roberto Yus won the second place prize in the 2022 INCS-CoE Sandpit Challenge on Digital Trust. UMBC Assistant Professors Cynthia Matuszek (PI) and Francis Ferraro (Co-PI), along with senior staff scientist at JHU-APL John Winder (Co-PI) received a three-year NSF award as part of the National Robotics Initiative on Ubiquitous Collaborative Robots. General Advising - COEIT Undergraduate Student Services - UMBC General Advising COEIT staff advisors work with students in the Chemical Engineering, Computer Science, Computer Engineering, and Mechanical Engineering majors who have not yet passed their gateway, or are first semester transfer students. Achieving this will require the development of robots that learn, from natural interaction, about an end users goals and environment. Sanjay Purushotham received his M.S and Ph.D in Electrical Engineering from the University of Southern California (USC) and held Postdoctoral Scholar positions in the Department of Computer Science and Integrated Media Systems Center (IMSC) at USC. 93% of 2019 graduates are employed or furthering their degrees Top 150 Federal Research Funding Top 10 Most Innovative University. Being able to deploy useful robots in settings where human specialists are stretched thin, such as assistive technology, elder care, and education, has the potential to have far-reaching impacts on human quality of life. His research interests are on various aspects of database systems, including semantic information integration, and applications for mobile handheld devices. He is Associate Editor or Editorial Board Member of four international journals, Co-Chair of five international workshops. Seung-Jun Kim, Associate Professor His research interests include cyber-physical systems/internet of things, cybersecurity and privacy, and AI/machine learning/big data analytics. Photonics, Nonlinear Optics, Optical Communications, Sensors. Ph.D., Weizmann University, Israel, 1979. Department of Computer Science and Electrical Engineering The Department of Computer Science and Electrical Engineering (CSEE) at the University of Maryland, Baltimore County (UMBC) invites applications for an open-rank, tenured/tenure-track position in Computer Science to begin in the Fall of 2022. In addition to his domestic pedagogical and research roles, Sy is actively involved in developing and deploying study abroad courses so that the next generation of leaders can prepare for the diverse world of international practices and cultures. Since joining UMBC in 2015, he has received multiple grants as PI funded by NSF, NASA, DOE, State of Maryland, and Industry. UMBC's College of Engineering and Information Technology has multiple . He has also earned masters degrees in Finance (University of Baltimore) and Human-Centered Computing (UMBC). Mohamed Younis, Professor Seaman is a Professor of Information Systems at UMBC. Before I move to UMBC in 2020, I was a research staff member at Auton Lab at Carnegie Mellon. Dr. Younis technical interest includes network architectures and protocols, wireless sensor networks, embedded systems, fault-tolerant computing, secure communication, and distributed real-time systems. Processing, applications in data fusion and medical image processing ; medical Device ;. University in 2006 30 years of experience in applications of artificial intelligence, visualization, Computer vision reasoning, applications... Review the privacy policy of these websites extensive experience of working in industry. Member at Auton lab at Carnegie Mellon on this task by the need for effective communication his... 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