Another view is to compare them tokernel methods. The key idea behind kernel methods is to pre-process the input by applying a form of transformation from the input space to thefeature space, where the latter is usually far higher dimensional than the former. The classification or regression ...
By means of using software systems and computer science technology, social computing recreates social conventions and social contexts. Software applications for social communication and interaction are the building block of social computing and illustrate this concept. Among these software elements, one ...
Large-scale theory-based numerical simulations [5,6,7] are reaching for higher and higher precision to more accurately describe nature and uncover new science, and have been the power users of the HPC resources. Small science projects may also have big processing needs [8]. To meet these cha...
In-memory computing, from architectural design to device materials science.aA crossbar array of memory cells to parallelize MAC operations. Each row shares the same (analog) input voltage (\({V}_{in}^{(n)}\)) multiplied by different conductance\({G}_{i, j}\)of memristive cells.bBased ...
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Welcome Message With the rapid growth in computing and communications technology, the past decade has witnessed a proliferation of powerful parallel and distributed systems and an ever increasing demand for practice of high performance computing and communications (HPCC). HPCC has moved into the mainstre...
SAT is one of the best-known examples of an NP-complete problem and is a relatively simple but central problem in many areas of computer science (e.g., complexity, artificial intelligence, cryptography, etc.). Like all other NP-complete problems, it has no known (worst-case) polynomial so...
This resulted in a total of 5217 findings related to the field of Computer Science. However, because of the varying relevance to the scope of our survey, it became necessary to perform manual filtering. To curate the final set of papers, a manual study selection process was executed, ...
About Guzdial’s Computing Education Research Blog Guzdial Papers Resources for new CS TeachersKids Think Girls Are Worse Than Boys at Computer Science, by Age 6 – blog post from Amber Settle December 11, 2024 at 8:02 pm Leave a comment Do I Have a Say in This, or Has ChatGPT Alread...
Affective computing, also known as emotional artificial intelligence (AI), is an emerging and cutting-edge field of AI research. It draws on computer science, engineering, psychology, physiology, and neuroscience to computationally model, track, and clas