He is especially interested in the exploratory and confirmatory analysis of data generated by real-world problems. A special focus in our department has been on the development of energy-efficient graphics hardware. Available to all majors, CSC aims to foster an inclusive environment for members to increase their skills and have more access to resources in the field of computer science both professionally and personally. Latest Thesis and Research Areas in Computer Science Sep 7, 2017 Techsparks organized a MATLAB and NS2 learning seminar in CT groups of institutes Jalandhar Feb 25, 2016 . This company works in products that recover digital photos that are fragmented or deleted. Leinweber Computer Science and Information Building , Resources for Student Support and Inclusion, Chip Design, Architecture, & Emerging Devices, Networking, Operating Systems, & Distributed Systems, Electrical Engineering and Computer Science Department, The Regents of the University of Michigan. Subareas: Assistive Technology, Haptics, Human Factors Analysis, Sound &Audio Display, User-Interface Toolkits, Virtual Environments Solutions to these issues come from a variety of fields, making this area called computer-supported collaborative work an interdisciplinary field. Course Schedules : Flow and mass cytometry are high-throughput single-cell proteomics technologies for systematic analysis of the immune system. and inclusive campus that encourages Indigenous ways of knowing, doing, connecting and being. At NYU Tandon, the Algorithms and Foundations group is composed of researchers interested in applying mathematical and theoretical tools to a variety of disciplines in computer science, from machine learning, to computational science, to geometry, to computational biology, and beyond. Relevant People: Jack Snoeyink, Jan Prins[/expand], Subareas: Accelerators, Clockless Logic, Energy-efficient Computing, Security Trending thesis topics in cloud computing. Abstract. Departmental Research Areas. Faculty members in the department are actively engaged in research in the areas listed below. Conversely, current Computer Science taxonomies are coarse-grained and tend to evolve slowly. . Using single-cell flow and mass cytometry data collected across multiple individuals, our goal is to develop new computational techniques to identify and link heterogeneity in the cellular landscape to external variables of interest, such as, a clinical phenotype or diagnosis. Recent advances in imaging cytometry also enable taking images of tissues and studying the spatial organization of immune cells. Research and teaching areas with a significant computer engineering component include digital logic and VLSI design, computer architecture and organization, embedded systems and Internet of things, virtualization and operating . The rate of unemployment among legally blind individuals of working age residing in the United States greatly exceeds the unemployment rate for individuals with no functional limitations. Research. 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. The goal is to better integrate principles of control theory with real-time and embedded systems design, rather than designing the control strategies and their implementation platforms independently, which has traditionally been the case. Poles apart! In our research we look for fast algorithms for problems from physically-based simulation, robot motion planning, CAD/CAM, and virtual prototyping: problems include collision and interference detection, collision-free path computation, motion planning, and computing Boolean operations and offsets. Research Areas. This concentration helps students learn how to fortify cyber networks, combat threats, and foster white hat hacking. There are two schools of thoughts regarding IoT, emphasizing IoT devices and networks, and IoT data analytics. Artificial Intelligence. Often applied for the analysis of human blood and tissue samples, the produced datasets can collectively contain millions of cells. Theodore Kim - As part of the Yale Computer Graphics Group, I research topics in physics-based simulation, including fire, water, and humans. Reiter and Monrose work on ways to make networks more secure. Adopting them while crafting your own Computer Science Research Paper will surely allow . Our research makes a difference. Thesis topics in digital image processing. The overarching goal is to apply the insights from such analyses to propose new treatments for cancers. Research Areas in Computer Science. They help to keep cars safely on the road, enable remote robotics operations in hazardous environments, reconstruct 3D models of cities, and organize photo collections, both personal and across the web. That said, as the first truly ubiquitous mobile computer, they offer new opportunities for security functionality, as well, e.g., for user authentication. The theoretical study of computer science allows us to better understand the capabilities and the limitations of exactly what problems computers can solve, and when they can solve those problems efficiently. Currently, there are more than two billion cellular telephone subscribers worldwide. If this is for a humanities class, you can still write a great paper on the history of computer science, the psychology of technology, the process of software development, the tech sector of the economy, how technology has affected developing nations, etc. The group also works on problems related to understanding what our pictures reveal about ourselves. ProfessorJulian Togeliusspecializes in artificial intelligence, and has programmed AI agents that play several existing video games. This includes research on both protecting the Internet infrastructure from attack and designing defenses within the context of network applications. As we are rapidly moving towards the design of autonomous systems, such a disciplined approach towards the design and implementation of control algorithms, as promoted by CPS, is increasingly becoming important. Network security: Todays Internet infrastructure is a common target of attack and the vehicle for numerous unwanted activities in network applications (e.g., spam, phishing). Answer (1 of 5): The one that you actually like and that you're actually good at. Contact > CSE . The easiest way is to choose an area in Computer science (CS) that a lot of other people are working on. Software engineering at UNC-Chapel Hill is built on a long tradition starting with Fred Brookss. Artificial intelligence, or AI, is the study and design of systems that can function autonomously from human input. Federated Computing Research Conference; Algorithms and theory . Research in Computer Science Education focuses on pedagogical techniques for computer science that are applicable to students and teachers from the K-12 grades through higher education. Data Management and Machine Learning. This also includes data-driven analysis of privacy and social networks. Kno.e.sis has one of the largest academic groups in the US in Semantic Web, and its applications for better use and analysis of social and sensor data. Fax: 919-590-6105 ), as well as identifying materials (glass, metal, wood, etc.) Areas of Expertise Dr. Yixin Chen, Professor and ChairChen's research focuses on the design, analysis, implementation, and applications of machine learning Chen's research focuses on the design, analysis, implementation, and applications of machine learning algorithms. Our faculty has been awarded numerous grants from prominent research agencies, such as the National Science Foundation (NSF), the Office of Naval Research (ONR), the . Another area of future interest is energy-harvesting systems, which are ultra-low-power systems that operate on energy scavenged from the environment. Computer Science Theory The use of simple and concise mathematical models to investigate computational questions and issues including research in centralized, parallel and distributed models of computation; optimal approximate and randomized online algorithms; complexity, cryptography, games, auctions and mechanism design theory. 10th International Conference of Advanced Computer Science & Information Technology (ACSIT 2022) will act as a major forum for the presentation of innovative ideas, approaches, developments, and research projects in the area advanced Computer Science and information technology. These tradeoffs need to be explicitly accounted for when designing control algorithms that use such sensors. Big data analytics. Research Areas. Natural language processing (NLP) or computational linguistics is an area in machine learning and artificial intelligence that deals with understanding the meaning of human-style language and its interactions with machines. Faculty: Ahalt, Dewan, Porter, Pozefsky, Stotts, Subareas: Algorithms, Automated Theorem Proving, Formal Methods Medical Image Analysis research in the Department of Computer Science focuses on many problems of extracting and displaying information from CT, MR, ultrasound, X-ray, nuclear medicine images, and microscopy images to help physicians plan and deliver therapy and diagnose disease. Research Areas. Application areas of interest include pregnancy, HIV, neuroimmunology, and T-cell biology. Visual Computing. Systems that benefit from a tight coupling of the modeling and analysis of physical plants and the hardware/software systems that control such plants are referred to as Cyber Physical Systems (CPS). Maybe one of them will inspire you to do revolutionary research! Learn more about Professor Julian Togelius's project. "Foundations" refers to the theoretical building blocks underlying all of computer science. Please see the area descriptions linked below for more information on current efforts, faculty associations, and related research centers and labs. Theory is concerned with the general properties of computers, languages, and algorithms as opposed to their use for specific applications. Only conferences with separate articles are included; within each field, the conferences are listed alphabetically by their short names. Similar to the cloud computing and grid computing secure computing also store the information temporarily as well as permanently. 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). We strive to unite existing data science research initiatives and create interdisciplinary collaborations . The latter focus, on situated recognition algorithms, contributes to developing better systems such as robots for interacting in the physical world. Faculty: Dewan, Nirjon, Porter, Pozefsky, Srivastava, Stotts, Daniel Szafir, Whitton. 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 example, in a 3D model of a city, users can see a very large area at once, realize the spatial arrangement of the buildings at a single glance, and navigate freely to the parts that most interest them, something that would be more difficult and time-consuming using the original video. Faculty: Snoeyink, Subareas: Parallel Algorithms, Cyberinfrastructure, GPUs &Other Computational Accelerators, Performance Analysis, Programming &Memory Models for Parallel Computing, Scientific Computing The advances in high-throughput genotyping and sequencing have generated massive amounts of data that allow genome-wide analysis to be performed at much finer resolution than before, but at the same time posed great computational challenges. Instead new controller design and implementation strategies that marry control theory with formal methods, and other branches of Computer Science like program analysis and compilers is becoming important. Justin Capposhas been developing an open peer-to-peer computing system, Seattle. Our nationally acclaimed faculty allow graduate students to prepare for success in research fields of interest to academic, government, and industry institutions. The School of Computer Science may work in the foundational areas of computing, but our research is anything but basic. Here are 15 computer science disciplines you can explore: 1. Damon McCoy,one of the department's newest faculty members, researched counterfeit pharmacy affiliate networks. Relevant People Natalie Stanley; Collaborating Departments: Microbiology and Immunology, Computational Medicine Program, Department of Anesthesia. Primary subareas of this field include: theory, which uses rigorous math to test algorithms' applicability to certain . peoples in Canada and is committed to our collective journey towards reconciliation to create a welcome This presents us with a large number of technical, social, and policy questions to investigate. This project was funded by the National Science Foundation. We follow a multi-disciplinary research approach and have integrated concepts and approaches from software engineering, agile computing, decision science, artificial intelligence, knowledge management, and computational intelligence to achieve novel results in people centric computing. Students collaborate with faculty in many . Yes, you read that correctly. Its 53 strong research faculty are engaged in cutting-edge research in areas of Artificial Intelligence, Machine Learning, Cyber Security, Data Science, Networks, Systems, Theory, and Software Engineering. 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. Our researchers work on all aspects of asynchronous design, including circuits, architectures, and CAD tools. We focus especially on applications in neuroscience, radiation oncology, and musculoskeletal diseases. These acquire value when pursued from a tier-1 university and under experienced Research Guides. Computer Science Education. Ontologies of research areas are important tools for characterizing, exploring, and analyzing the research landscape. Understanding both is essential to designing an end-to-end IoT system that senses the physical world, learns and makes inferences, talks to other IoT systems, and caters plethora of data-driven services that help us making better decisions, save our time, make our lives efficient, and keep us healthier. It also includes the real-time generation of physically-based surround sound to enable designers to hear how a space will sound and to improve the realism and engagement of game play. This process can be studied by looking at single cell transcriptomes to determine the order of events. Presently our department is engaged in several research directions in this general area. The University of Calgary acknowledges the impact of colonization on Indigenous This paper presents approximation algorithms for evaluating a symmetric Boolean function in a stochastic environment. gene expression, protein expression) in individual cells, which allows for their comprehensive characterization and analysis in clinical or biological applications. Examples include simulation of physical, visual, and acoustic properties of spaces and materials, and computational fluid dynamics problems to understand mechanisms of flying and swimming in organisms from tiny insects to giant whales. Stuart Building, Room 235 10 W. 31st St. Chicago, IL 60616 312.567.5150 info@cs.iit.edu iit.edu/computer-science. The visualization of such data elegantly brings structure and simplicity to it. Semiha Ergan,an affiliate professor of the Computer Science and Engineering Department, is responsible for a project that performs data analysis on highly sensed buildings for understanding patterns in building performance. The University of Maryland Computer Science Department, and other partner departments on campus, have world-class expertise in these areas. Computer graphics, human-computer interaction, artificial intelligence, and allied computational fields all play a role in this burgeoning industry. Our faculty apply modern tools such as deep neural networks, evolutionary algorithms, statistical inference, topological analysis, and graphical inference models to a wide variety of problems from engineering, science, and medicine. Application areas of interest include pregnancy, HIV, neuroimmunology, and T-cell biology. Our research aims to develop tomorrow's information technology that supports innovative applications, from big data analytics to the Internet of Things. Faculty: Alterovitz, Chakravarthula, Fuchs, Reed, Sengupta, Singh, Snoeyink, Daniel Szafir, Danielle Szafir, Whitton, Subareas: Architecture of Collaborative Systems, Collaborative Software Engineering, Collaborative Virtual Environments, Mobile Collaboration, Telepresence We are conducting research to address the threats facing mobile devices and to harness the new opportunities they offer. Personally I think the later topics would make for an easier letter grade, but if you are . USC has a strong and active background in modern theoretical computer science, with research spanning a broad range of topics. 2. The focus includes modeling the dynamic and transient scene objects to bring the models alive. For facial recognition software or computer-assisted driving to be successful, computers must be able to process visual information correctly. 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. This is a list of academic conferences in computer science. 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