Analysis and prediction of biological networks. It makes the process of acquiring prior authorization much faster and easier. For example, the development of equipment helps medical professionals to save many lives. to many of these tools to make them even more frictionless. Drones now help farmers to keep an eye on crops from above. I am also coordinating the development of new grading and assessment infrastructure at Princeton, that will eventually be open-source and deployed at other universities. Water-fueled cars: the technology of future or fantasy? Is sweet sorghum suitable for the production of bioethanol in Africa? Research Areas: Computer Architecture, Compilers, Parallelism. A lot of these projects can include some Big Data component, and involve analyzing data and drawing some observations from it. What is the patients interest in the real-time pharmacy? The benefits of the electronic medical records, Erythrocytapheresis to treat sickle cell disease, Defibrillator & cardiac resynchronization therapy. It includes a range of topics on social science and humanities, such as history, culture, geography, sociology, education, etc. One of the main aspects of it is the promotion of innovation in the medical area. Authorities media representations in different countries: compare & contrast. On the other hand, computer engineering maintains a computers body hardware and software. The more creativity, the better! Some of the projects even sound more like crazy ideas from the future. Can photovoltaic glass be fully transparent? These projects focus on automation, using various techniques - such as OCR or OMR -, smart heuristics, and creative UI design, to streamline most tasks associated with a university. You can now start an entirely online business or use special tools to promote the existing one. Is it possible to build trustful relationships in virtual communication? The Tor project (https://www.torproject.org/) is a potential application of interest. Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}. Software visualization tools for education, Connected consumer devices, applications and protocols, Research Areas: application-specific languages, document preparation, user interfaces, software tools, programming methodology. Are you new to the world of technology? The difference between deep learning and machine learning. How should we reason about user behavior in these protocols? Is computer graphics an enabling technology? Research interests: Computational biology and bioinformatics; Cancer genomics; Algorithms and machine learning approaches for analysis of large-scale datasets, Implementation and application of algorithms to infer evolutionary processes in cancer, Identifying correlations between combinations of genomic mutations in human and cancer genomes, Design and implementation of algorithms for genome sequencing from new DNA sequencing technologies, Graph clustering and network anomaly detection, particularly using diffusion processes and methods from spectral graph theory, Independent Research Topics: Computational Complexity, Information Theory, Quantum Computation, Theoretical Computer Science, Research areas: networking, software-defined networks, network management. Expansion, improvement, and evaluation of open-source distributed computing software. In contrast, the bounded storage model leverages the limited storage capacity of the attacker to achieve security. Develop an interface to make grading of assignment done online. It helps them to access and share the data more efficiently. Statistical models for specific questions: Causal inference and instrumental variable analysis, Model checking with posterior predictive checks, Inference of undirected network from observational and time-series data, Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology. Finally, I am always up for any ambitious coding project, or survey project in preparation (or not) to an undergrad thesis. Research areas: programming languages, program analysis, program verification, automated reasoning. Moreover, personal computers give an unlimited flow of information, which has changed the entire education system. A social studies essay might be assigned to any middle school, high school, or college student. Otherwise, send the professor e-mail. There are many exciting trends in biotechnology now that carry the potential of changing our world! How is mesh generation used for computational domains? Theoretical machine learning, deep learning and its analysis, natural language processing. Recently, efforts have been aimed at three main areas. Moreover, the production of medicines itself has changed. Implementation and algorithm engineering for control, reinforcement learning and robotics, Implementation and algorithm engineering for time series prediction. Genetics and biochemistry are also a part of the biotechnology area. Since AI development is exceptionally relevant nowadays, it would be smart to invest your time and effort into researching it. Is proprietary software less secure than open-source?
In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. Thanks to information technology, the work is much more structured now in the medical area. However, every CS independent work project must have a strong computer science element (even if it has other scientific or artistic elements as well.) Main goals of artificial neural networks.
How to choose the right algorithm for machine learning? Anything having to do with natural language--come and see me with/for ideas suitable to your background and interests. (609) 258-1746 AI is meant to be as close to a rational way of thinking as possible. Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. What are the newest technologies in the baking industry? How do social robots interact with humans? Even the simple thing as baking bread is a process of biotechnology. Applications of information theory in complexity theory. It is a great way to correct the consumption of energy in real-time.More development is also done on the issue of electricity generation. Do people start preferring newspapers to new media again? Research Areas: design, analysis, and implementation of algorithms; data structures; combinatorial optimization; graphs and networks. Instrument Princeton's Green (HPCRC) data center, Investigate power utilization on an processor core implemented in an FPGA. My favorite projects to advise are those that examine misconceptions learners have with highly technical material,but I'm open to working with you on any project thattreatspeople as individuals and aims to understand more about theirframe of reference or way of thinking. You can choose one topic from artificial intelligence research topics and start working on it right away! Internet connection starts appearing even in the most remote places. i. Randomness, Pseudorandomness, MC and QMC methods and their applications (Finance, etc). Develop new algorithms for the distinct sampling problem (useful to in data analysis to get fast representative histograms of a large set of data). That is why the development of electric and self-driving cars is on the peak. It is done through the digitalization of all the information in hospitals and even helping diagnose the patients. How can pesticides help to diagnose cancer? Research Areas: Computational Imaging, Computer Vision, Machine Learning (focus on Optimization and Approximate Inference). Apply supervised or unsupervised learning in health, education, finance, and social networks, etc. But often, users will actually be strictly happier to deviate from the intended protocol. energy and water use, transportation and storm water runoff, purchasing and waste, etc. Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech. The medical research aims for the development of vaccines against deadly illnesses like malaria. How can fuel cells be used for stationary power generation? Biotechnology is even involved in the production of our groceries, household chemicals, and textiles. How can we learn (in aggregate) about individuals waste, energy, transportation, and other behaviors without impinging on privacy? Phenotypic screening in pharmaceutical researches. Due to UMN's move to virtual operations, the staff in the CS&E office is currently working remotely.
One of the solutions is using shared vehicle phone applications. Quantum Computing research, particularly related to architecture and compiler issues for QC. How do robots improve safety in butchery? Enterprise and data-center networking solutions built on Software Defined Networking (SDN). Extensions and interfaces for WordNet (English and WN in other languages). How do delivery companies use artificial intelligence? New specialty drugs and therapies arrive to treat chronic diseases. Real-time pharmacy benefit may be the solution! It not only reveals the origins of our existence. Any other interesting topic in computer architecture or compilers. It may solve the problem of some diseases that were considered untreatable before. How should we design protocols in these settings? A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject. Research Areas: Memory, the brain and computation, Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG), Neural network simulations of learning and memory, Apply game theory to sustainability challenges. Declaring Computer Science for AB Students, Declaring Computer Science for BSE Students, Class of '25 & '26 - Departmental Requirements, Class of '24, '23, and '22 - Departmental Requirements, COS126 Precept Information For Students and Advisors, Independent Work Seminar Offerings - Fall 2022, http://www.cs.princeton.edu/research/areas/, http://www.cs.princeton.edu/research/projects/, Branko Glisic, Engineering Quad, Room E330, Mihir Kshirsagar, Center for Information Technology Policy, 315 Sherrerd Hall, Sharad Malik, Engineering Quad, Room B224, Prateek Mittal, Engineering Quadrangle, Room B236, Ken Norman, PNI 137 Neuroscience Institute, Caroline Savage, Office of Sustainability Phone:(609) 258-7513, cs35@princeton.edu, Janet Vertesi, Sociology Dept, Wallace Hall 122, David Wentzlaff, Engineering Quadrangle, Room 228, Bernard Chazelle, 194 Nassau St., Room 301, Help Future Computer Science Students Learn Computer Science (Remotely), Invention and Innovation -- Entrepreneurial Lessons for Computer Scientists (After?) Natural language processing vs. machine learning, Artificial intelligence in computer vision, Computer vision application: autonomous cars, Recommender systems: content-based recommendation vs. collaborative filtering, Internet of things & artificial intelligence: the interconnection. Necessary and sufficient conditions for tractability of Weighted Problems under new tractability and error criteria. bwk (@cs.princeton.edu) There are 20 topics in each category, along with a short explanation of the most recent trends in the area. Any interesting project in computer networking. Lithium-ion vs. lithium-air batteries: energy density. Here are some ideas on artificial intelligence research topics that you can look into: Biotechnology uses living organisms to modify different products. Ken Norman, PNI 137 Neuroscience Institute For instance, electronic prior authorization is now applied by more than half of the pharmacies. Analyze performance bottlenecks using existing tools, and compare programming models/languages. However, there are still enough opportunities for development. Following the latest trends in the pharmaceutical area, this list offers a wide range of creative research topics on pharmaceutical technologies: We used to be focused on making transportation more convenient. Research Areas: Computer Vision, Machine Learning. Only $13.00 $10.40/page, and you can get an originally-written academic paper according to your instructions. Eliminating byproducts in edible oils production. For instance, operations done by robots are getting more and more popular. Can you imagine that 23 years ago it didnt exist? Possible projects: At the intersection of computer science and social science, my students have built mixed reality games, produced artistic and interactive installations, and studied mixed human-robot teams, among other projects. Difference between coding and programming. How does wireless communication help medical professionals in hospitals? Design and/or analyze various data structures and combinatorial algorithms. ), Quantitative approaches to theoretical linguistics questions. This can be accomplished by having a second co-adviser within the computer science department or by contacting the independent work supervisor about the project and having he or she sign the independent work proposal form. Cybersecurity is and will be one of the leading research fields in our Information Age. Develop, implement, and evaluate visualization tools for heterogeneous biological data. iv. Colleen Kenny Research areas: Sociology of technology; Human-computer interaction; Ubiquitous computing. No worries, Custom-writing.org experts are here to help! Explore tradeoffs at the boundary of technology/product and business/applications in a chosen area. What computer science jobs are there. It allows operations to be less invasive and precise. Interestingly enough, the latter can also be found in the area of artificial intelligence! Potential research projects: Development, implementation, assessment and/or application of algorithms for analysis, integration, interpretation and visualization of multi-dimensional data in molecular biology, particularly single-cell and spatial genomics data. There are too many different opinions, and some of them are quite radical! Research areas: Distributed systems, high-throughput computing, computer science/engineering education. For example, middleboxes like firewalls, NATs, intrusion detection systems, and load balancers,adaptive measurement of network traffic, networking in challenged environments (e.g., developing regions, emergency situations, etc.). When you look for a good research paper topic, you can easily become the severest critic of any proposed idea. Well, in 2020, the entertainment field has gone so far that you can travel anywhere while sitting in your room.