One of our primary research focuses is interactive graphics where the main challenges are the rapid generation of photorealistic images and high-quality simulation in response to user inputs, as well as the development of both software and hardware mechanisms for human interaction with graphical systems. Scholarship of Teaching and Learning (SoTL) in our department explores the relationship between teaching and learning, innovative teaching methods that are specific to Computer Science, and the exploitation of technology to enhance students learning experience. See some of our recent work in reprogramming scar tissue cells to recover some heat muscle cell functionality. For many applications, 3D models are more descriptive and compact than the frames of the original video. Reducing power consumption is also important for desktop computing to alleviate challenges of heat removal and power delivery. In another line of research, Nov and Professor Maurizio Porfiri study how design interventions help impact the behavior of contributors to citizen science projects. Flow and Mass Cytometry: Flow and mass cytometry are high-throughput single-cell proteomics technologies for systematic analysis of the immune system. Analysis and visualization of medical images facilitates diagnosis and treatment planning. Computer Engineering is an ever-changing field of study incorporating software and hardware engineering and design. Wireless communication and networking have revolutionized the way people communicate. Research Areas and Labs - USC Viterbi | Department of Computer Science Our nationally acclaimed faculty allow graduate students to prepare for success in research fields of interest to academic, government, and industry institutions. Calgary Alberta T2N 1N4 Brooks Computer Science Building The Real-Time Systems Group studies application systems in which timing constraints exist. Our three Schools and some 140 faculty allow us to explore a wide range of research areas: from the foundations of computing, like networking and software engineering, to disciplines . Research Areas. Course Schedules ), Computing and Information Technology (Minor), Combined Undergraduate and Graduate Degrees, Computer Science Essentials (Certificate), Computer Science Fundamentals Course for Prospective Graduate Students, Research in Computer Science and Engineering, Cyber Research and Education Center (CREC), Boffin Factory Informal Student Learning Environment, Graduate Research and Teaching Assistantships, Biomedical, Industrial, and Human Factors Engineering, College of Engineering and Computer Science, Assistive Technologiesand Learning with Disabilities, Machine Learningand Artificial Intelligence, Center of Assistive Research Technologies (CART), Engineering and Computer Science, College of, Reading devices for the blind and visually impaired, Multimodal forms of representation for virtual learning environments, National model for bioinformatics education, Image registration in surgical navigation, Segmentation of MR and CT images for spinal surgery, Design of a surgical robot assistance for biopsy, Detection and visualization of brain shift during brain surgery, Ultrasound Modeling of Human organs (heart, liver), Privacy and security in cloud data management, Cloud-based mining and learning algorithms, Cloud support for text mining and web search, Large-scale natural language modeling and translation, Parallel and distributed algorithms for bioinformatics, Object recognition in digital images and video, Multimedia content classification and indexing, Integrated search and retrieval in multimedia repositories, Computer assisted document interpretation tools, Information extraction from semi-structured documents, Evolutionary algorithms and evolvable hardware, Cognitive radio and dynamic spectrum access, Secure protocol and secure processors authentication. Departmental Research | Computer Science - Stevens Institute of Technology Vision algorithms increasingly impact our everyday lives. Research Areas in Computer Science - Department of Computer Science Prof. Snoeyink studies geometric algorithms, which are concerned with computing properties of geometric diagrams composed of lines and points, or modifying such diagrams in specified ways. Graphics and Visuals. See all that the College of Engineering and Computer Science has to offer by visiting campus. Faculty: Ahalt, Prins. Research | Computer Science | UIUC - University of Illinois Urbana So check out our list of 204 most relevant computer science research topics below. 1 Recommendation. Parallel programming models and their embodiment in programming languages and runtime systems. Ontologies of research areas are important tools for characterizing, exploring, and analyzing the research landscape. Faculty: Ahalt, Bansal, Berg, Bertasius, Frahm, Niethammer, Sengupta. Further, it can be possible to reprogram this sequence of events to avoid the adverse outcome. An avenue also for promoting learning in Computer Science. Computer science offers a sought-after, lucrative career path for tech-savvy people interested in the latest computer advancements. In addition there are two ongoing projects sponsored by DARPA and ONR for Deepfake techniques, Deep Understanding of Technical Documents, and Computer Security (like memory attacks). Privacy Policy Relevant People: Advancements in high-throughput flow and mass cytometry technologies have enabled the ability to study the immune system at an unparalleled depth. AI addresses the challenges of machine cognition, spanning the theoretical and empirical across diverse subfields such as . Research - Computer Science | The University of Alabama Their method is the first to improve on the popular Hutchinsons method for the problem, which was introduced over 30 years ago. Single-cell measurements can be studied in vitro to understand the etiology of disease. Research is being conducted in the broad areas of artificial intelligence and machine learning, architecture, security and privacy, graphics, human-centered computing, systems and networking, programming languages and software engineering and computer science education. It also has strong connections with computer vision and machine learning research (Prof. Bergs group) for natural language generation based on image content and text-to-image reference resolution. The faculty of the Department of Computer Science engages students to conduct cutting-edge and impactful research in various areas of computer science. We focus on developing new computational techniques for representing, dissecting, and mining this large volume of cells to identify immunological adaptations in disease and development. Answer (1 of 3): Of late many research areas have emerged in the field of computer science. Relevant People: Jack Snoeyink, Jan Prins[/expand], Subareas: Accelerators, Clockless Logic, Energy-efficient Computing, Security Trending thesis topics in cloud computing. Immunology. Our faculty are active in the following major areas of computer science research. Research Areas | Data Science This project was funded by the National Science Foundation. By dispensing with global clocks and instead using flexible handshaking between components, asynchronous design offers the benefits of lower power consumption, greater ease of integration of multiple cores, and greater robustness to manufacturing and runtime variation. October 28, 2022 The School of Computing and Information (SCI) is home to the Computer Science Club (CSC) - the largest student organization for computer science on campus. Research Areas | Computer Science and Engineering at Michigan gene expression, protein expression) in individual cells, which allows for their comprehensive characterization and analysis in clinical or biological applications. but that do not include other areas of theoretical computer science such as . For some areas, their parent branch of Computer Science (such as Scientific Computing) is indicated in parentheses. Computer Graphics | Computer Science - Yale University region in Southern Alberta, which includes the Blackfoot Confederacy (comprised of the Siksika, Piikani, Our four schools and some 140 faculty allow us to explore a wide range of research . Research Area Coverage. Artificial Intelligence (AI) Computational Biology Computational Medicine Computer Graphics Computer Science . Join our events mailing list, University Academic Calendars Some of the recent research topics include image-generation algorithms, geometric and physics-based modeling, computer animation, multi-modal interaction techniques (including haptics, audio, and project-based rendering), model and motion acquisition, large-scale data management, analysis, and visualization, graphics hardware, display devices, and their applications. For facial recognition software or computer-assisted driving to be successful, computers must be able to process visual information correctly. Only conferences with separate articles are included; within each field, the conferences are listed alphabetically by their short names. Relevant People: Jan Prins, Leonard McMillan, Natalie Stanley, Molecular Structure Modeling and Analysis: Diverse biological function is encoded in the atomic structure of macro-molecules such as Proteins and RNA. This NSF REU site offers a ten-week summer program that aims at providing a diverse group of motivated undergraduates with competitive research experiences in cyber-security research. Conducting research across many areas such as data structures, cryptography, quantum computing, parallel and distributed computing, algorithmic game theory, graph theory, geometry, combinatorics, and energy efficiency. Research Areas. Justin Cappos has been developing an open peer-to-peer computing system, Seattle. It covers all aspects of information technology, including energy efficient . Thesis topics in machine learning. The U.S. Bureau of Labor Statistics projects 11% growth for computer and information technology (IT) occupations from 2019 to 2029, a faster-than-average growth rate. The Recognition group, led by Prof. Alexander Berg, develops algorithms for object detection, image understanding, and situated recognition in the real world, and studies large-scale machine learning. Faculty: Dewan, Nirjon, Porter, Pozefsky, Srivastava, Stotts, Daniel Szafir, Whitton. Our focus on making complete tools for our collaborators continues to push us to develop both software, hardware (graphics engines, trackers, hand-held interaction devices), and new interaction techniques to meet their needs. Research Areas | Manning College of Information and Computer Sciences However, like any new technology, there are formidable problems, from performance issues to security and privacy, from metadata management to massively parallel execution. This area has substantial overlap with a number of other research areas, including cyber-physical systems, real-time systems, mobile systems, networking, architecture, human-computer interaction, and security. Research areas | Department of Computer Science and Engineering Besides core Computer Science areas, our faculty also engage in inter-disciplinary research with other disciplines including Mathematics . Machine learning. Learn more about Seattle Open Peer-to-Peer Computing. In a series of studies, Nov and his doctoral student Junius Gunaratne showed how design informed by research in psychology and economics can help consumers make informed decisions and outperform users of traditional financial user interfaces. . Student Organization Spotlight: Computer Science Club (CSC) Some areas of research are theoretical and involve developing and analyzing new algorithms and techniques, while some are more applied and involve experiments, design, implementation, and testing. Our researchers work on all aspects of asynchronous design, including circuits, architectures, and CAD tools. Computer Science - MIT EECS Research Areas in Computer Science. Currently, there are more than two billion cellular telephone subscribers worldwide. Latest Computer Science Research Topics for Students. We bring a broad range of expertise to these problems, including geometric methods, probabilistic methods, physically-based simulation, many-core CPU and GPU parallelization, cloud computing, machine learning, natural language processing, and computer vision. This paper presents approximation algorithms for evaluating a symmetric Boolean function in a stochastic environment. The organization and governance of large volumes of data. Research from wireless networking and mobile computing to the Internet and datacenter networks, and tackling exciting new problems that span embedded systems, sensor networks, data centers, and cloud services. More information of this REU Site can be found at http://reu.cs.wright.edu. The World Wide Web contains rapidly growing amount of enterprise, social, device/sensor/IoT/WoT data in unstructured, semistructured and structured forms. Computational techniques are now a major innovation catalyst for all aspects of human endeavour. Research in this area focuses on developing efficient and scalable algorithms for solving large scale optimization problems in . Back in 2012, the Harvard Business Review branded data science the 'sexiest job' of the 21 century. Research Areas in Computer Science - Secure Computing - PhDiZone This includes research on both protecting the Internet infrastructure from attack and designing defenses within the context of network applications. For instance, the ACM classification scheme . The visualization of such data elegantly brings structure and simplicity to it. CS Research Areas. Often applied for the analysis of human blood and tissue samples, the produced datasets can collectively contain millions of cells. Department of Computer Science & Engineering. Static and run-time compiler systems are used to get more performance, robustness, and energy efficiency with program analysis, transformation, and adaptation. 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