Research projects in computer science

Of 2015's hottest topics in computer science ns expressed by forbes contributors are their question originally appeared on quora: what are currently the hot topics in computer science research? By igor markov, michigan eecs prof - currently at google, on are several major closed-form challenges in computer science, such p versus np problem,Finding better algorithms for matrix multiplication and fourier transform,Building quantum computers that can quickly factorize numbers into primes (shor's algorithm), or at least explaining why we are still so far from this r, the hottest topics are broad and intentionally defined with some vagueness, to encourage out-of-the-box thinking. For such topics, zooming in on the right questions often marks significant progress in 's my list for nt-data applications, algorithms, and architectures are a meta-topic that includes research avenues such as data mining (quickly finding relatively simple patterns in massive amounts of loosely structured data, evaluating and labeling data, etc), machine learning (building mathematical models that represent structure and statistical trends in data, with good predictive properties), hardware architectures to process more data than is possible cial intelligence and robotics - broadly, figuring out how to formalize human capabilities, which currently appear beyond the reach of computers and robots, then make computers and robots more efficient at it. In the past, once good model were found for something (such as computer-aided design of electronic circuits), this research moves into a different field - the design of efficient algorithms, statistical models, computing hardware, -informatics and other uses of cs in biology, biomedical engineering, and medicine, including systems biology (modeling interactions of multiple systems in a living organism, including immune systems and cancer development),  computational biophysics (modeling and understanding mechanical, electrical, and molecular-level interactions inside an organism),  computational neurobiology (understanding how organisms process incoming information and react to it, control their bodies, store information, and think). There is a very large gap between what is known about brain structure and the functional capabilities of a living brain - closing this gap is one of the grand challenged in modern science and engineering. Programadvisors & ng a cs icate programcourse of study / interdisciplinary tracks for non-engineering epartmental ndent work & thesesimportant steps and ines and useful raduate research ndent work ndent work seminar offerings - fall independent work seminar involvedmailing lists and y of women in computer science (pwics).

Current projects in computer science

Cs & life outside te programadmissions te degrees reimbursement ed topics: recently scourse chresearch isciplinary raduate strative ncy action plan. All>computational biologycomputational markets / game theory / economicscomputer architecturegraphics / vision / human-computer interactionmachine learningprogramming languages / compilerssecurity / privacy / policysystems / networkstheory project name. The main research issues are to develop effective shape representations and query y and graduate students:David dobkin, thomas funkhouser, adam finkelstein, szymon cs / vision / human-computer internet censorship lab (iclab) is a research platform to enable researchers to study a broad class of online information controls (e. And graduate students:Security / privacy / data: anonymity, privacy, data: anonymity, privacy, y and graduate students:Security / privacy / ormatics & functional new era of large-scale experimental methods in molecular biology has transformed it into an information-based science, making bioinformatics an integral part of genomic research. The research focus of the laboratory of bioinformatics and functional genomics is the development of integrated computational and experimental technologies for the study of gene function and regulation in biological systems through analysis, modeling, and visualization of heterogeneous biological data. The is is a joint laboratory with the department of computer science and the lewis-sigler institute for integrative y and graduate students:Computational n and n and y and graduate students:Security / privacy / : content-aware search project investigates how to build an efficient, high-quality content-based similarity search engine for feature-rich (non-text) data, which has dominated the increasing volume of digital information.

Current research projects in computer science

The research topics include sketch construction, indexing for similarity search, distance functions for different feature-rich data types, integration with attribute-based search tools, content-addressable and searchable storage system, and memex systems. For a variety of example styles, we demonstrate high-quality user-constrained synthesized patterns that visually resemble the exemplars while exhibiting plausible structural y and graduate students:Graphics / vision / human-computer rise and data-center rise and data-center y and graduate students:Epigenome-wide association are currently developing methods for performing epigenome-wide scans for association of methylation status with phenotypes of y and graduate students:Computational e is a game to map the brain from seung lab at mit. We hope imagenet will become a useful resource for researchers, educators, students and all of you who share our passion for y and graduate students:Graphics / vision / human-computer interaction, systems / et et y and graduate students:Faculty and graduate students:Interdisciplinary l event: dissecting the equifax . Ourcing taxonomy goal is to break down large projects into work that can be done in parallel microtasks. For example, given 100 travel tips, we can create a taxonomy that shows what the popular topics are, what topics are missing, and let's users navigate the data more ible goal crossing accessible goal crossing project is funded by the national science foundation as an effort to create user interfaces more suited to people with motor impairments by using goal crossing instead of pointing-and-clicking, which is difficult for many people. Although goal crossing has been investigated on pen and tablet computers for use by able-bodied users, it presents substantially different challenges when used on the desktop with cursor control devices by people with motor control ty-based prototyping of ubicomp tystudio is a suite of tools for prototyping and testing ubiquitous computing applications.

List of research projects in computer science

Classroom presenter is widely used as both a presentation tool for delivering lectures and as a classroom interaction system to support computer-based active icative practices in virtual communicative practices in virtual workspaces (cpvw) lab in the department of human centered design & engineering investigates emergent uses of digital technologies to coordinate work activities. Adopting and extending ideas from human-computer interaction, technical communication, and related fields, the lab uses varied methods to explore communicative practices in virtual encexp is a shared-source platform for simple, flexible, and extensible conferencing and collaboration. It helps researchers and educators develop innovative applications and solutions that feature broadcast-quality audio and video in support of real-time distributed collaboration and distance learning environments. The uw center for collaborative technologies is currently continuing development and deployment support for goal of the deaf and hard of hearing cyber-community in the stem (dhh cyber-community) project is to use existing cyber infrastructure connections between universities to advance deaf and hard of hearing students in science, technology, engineering, and mathematics (stem). However, automatic information extraction systems produce errors and are not tolerated by users, whereas user contributions incentives and management to control aces that make us advent of computers has made many things much easier in our lives. It then queries the online music libraries of the speakers to choose songs appropriate for that -lifespan information system project focuses on the design of information systems to support the solution of problems that are unlikely to be solved within a single human lifespan — structurally, problems that are tied to limitations of the human psyche, limitations of the structure of society, or to slow-moving natural time -computer explore the feasibility of muscle-computer interfaces: an interaction methodology that directly senses and decodes human muscular activity rather than relying on physical device actuation or user actions that are externally visible or audible.

As a first step towards realizing the muscle-computer interface concept, we conducted an experiment to explore the potential of exploiting muscular sensing and processing technologies for muscle-computer interfaces. Our research focusses on evaluating the effect on behavior of providing such tools, on improving the tools and adding new functionality, and on integrating them with mobility applications for blind and deaf-blind ality & persuasive a variety of persuasive health applications have been designed with a preventive standpoint toward diseases, many have been designed largely for a general audience. Our goal for this research was to explore the relationship between personality and persuasive technologies in the context of health-promoting mobile are designing an information system to help people with breast cancer manage their health information. One example of what prefab enables is better hci research: prefab can be used by hci researchers to test many of their ideas using existing applications, rather than implementing a toy prototype within an isolated goal of this project is to create novel computer-based devices enhance the quality of life for people with cognitive disabilities. Reform lets end users put a new face on webpages, without subjecting them to the whims of a webmaster, and without learning to program e is a research application that was developed by the university of washington and intel labs seattle for android-based mobile phones. It is a multidisciplinary project with researchers and practitioners from uw's department of computer science and engineering, access technology lab, and do-it.

This device will enable individuals with motor impairments to use vocal parameters to control objects on a computer screen (buttons, sliders, etc. Since no mouse, keyboard or stylus is required, it can be used by people with various forms of motor impairments to express themselves the voicepen project, we seek to explore ways in which a digital stylus input can be augmented with voice input to provide added expressivity and control in various pen-based tasks, such as drawing and manipulation of animation webinsight project includes is a collection of projects designed to make the web more accessible to blind web data kit (odk) is a free and open-source set of tools that help organizations author, field, and manage mobile data collection solutions. In addition to socio-economic and health surveys with gps locations and images, odk is being used to create decision support for clinicians and for building multimedia-rich nature mapping are herehome » ch areasartificial ted and virtual ormatics and computational performance computer mming tical computer nd cybersecurity center (mc2). Research logicthrough employing metareasoning, active logic is a flexible alternative to more traditional artificial intelligence systems. At the university of maryland, re- searchers are exploring computer vision, machine learning, and artificial intelligence by training the baxters to pour water into a moving jar, learn to cook by watching youtube, and work with other tiq: would your comment make the new york times? Along with "the traveling salesman problem", this research is based off of a new cost model dependent on gas prices rather than distance c study of children from low-income countries may reveal reasons for deadly cases of diarrheamoderate to severe diarrhea continues to be a deadly disease, especially for children in low-income countries.

Teams of researchers are using new biological and analytical techniques to look for previously unknown sources of the g hidden layer representations for improved rule extraction from neural networksartificial neural networks (anns) are flexible learning algorithms that are used to solve problems from speech synthesis to handwriting recognition or even self-driving cars. The ”big data” buzzword keeps becoming more relevant not only in computer science but in nearly all sciences, and with good reason. Researchers in the field of database systems have been on the hunt for a fast, efficient, and scalable way we can analyze very large volumes of -of-the-art in automated graphical user interface testingpeople rely on and use software for many tasks, ranging from launching spacecraft, writing reports, and communicating with other people. The (in)famous blue screen of death came to symbolize software : lightweight network simulationtimestep stochastic simulation can evaluate the performance of computer networks at a cost several orders less than packet-level simulation (the current de facto method).