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Results for Computer Science

Approximating a kernel of truth

Mar 10, 2020

Machine learning tasks using very large data sets can be sped up significantly by estimating the kernel function that best describes the data.
Plugging into a 6G future with users at the center

Feb 7, 2020

For a communications revolution, 6G development needs more human-centric research.
Algorithm turns cancer gene discovery on its head

Jan 20, 2020

Prediction method could help personalize cancer treatments and reveal new drug targets.
AI uses your imagination

Jan 14, 2020

The psychology of human creativity helps artificial intelligence imagine the unseen.
Machine learning models gather momentum

Nov 24, 2019

New methods for training machine learning models are quicker and more accurate than current approaches, previously considered state-of-the-art.
AI reveals nature of RNA-protein interactions

Oct 30, 2019

A deep learning tool could help in structure-based drug discovery.
Symbol of change for AI development

Oct 20, 2019

Bridging the knowledge gap in artificial intelligence requires an embedding function that helps step between different types of "thinking."
Less chat leads to more work for machine learning

Oct 15, 2019

Deep analysis of the way information is shared among parallel computations increases efficiency to accelerate machine learning at scale.
Database to support infectious disease research

Sep 11, 2019

Linking disease pathogens to clinical signs and symptoms through a database could support research into the molecular mechanisms of infectious diseases.
AI learns complex gene-disease patterns

Sep 1, 2019

A deep learning model improves the ability to identify genes potentially involved in disease.
A breath of fresh information to help diagnosis

Aug 4, 2019

A communications concept could pinpoint a person infected with a deadly, contagious virus in the middle of a crowded airport.
Mastering a prickly problem in ferrofluids

Jul 14, 2019

Computer simulation accurately captures the beguiling motion of a liquid magnetic material.
Accelerating the grapevine effect

Jul 3, 2019

Gossip is an efficient way to share information across large networks and has unexpected applications in solving other mathematical and machine-learning problems.
Querying big data just got universal

Jun 23, 2019

A universal query engine for big data that works across computing platforms could accelerate analytics research.
Tweaking tools to track tweets over time

Feb 17, 2019

Computer model learns to identify Twitter users’ evolving interests by analyzing their Tweets.
Polymers offer a better view

Oct 24, 2018

A window opens for analyzing the distribution of small molecules in biological and medical tissue samples.
Computing solutions for biological problems

Oct 14, 2018

Xin Gao’s research is building bridges between computer science and biology.
Scanning in the fourth dimension

Jul 1, 2018

A novel imaging method makes it possible to capture object deformation in three dimensions over time with unprecedented accuracy.
A clearer future for underwater exploration

May 6, 2018

An optical communication system could revolutionize underwater exploration and discovery.
Streamlining space structures

Oct 22, 2017

A new computational framework marries ideas from computer graphics with civil engineering to reduce times and costs of constructing frame-based structures.
Algorithm scours datasets to diagnose medical mysteries

Apr 29, 2017

A new tool uses genetic and clinical information to find the root cause of unexplained illnesses.
Sharing expert experimental knowledge to expedite design

Mar 25, 2017

A repository of metabolic information provides a quick reference tool for designing useful synthetic biological systems.
Divide and conquer pattern searching

Dec 27, 2016

A new data-mining strategy that offers unprecedented pattern search speed could glean new insights from massive datasets.
Filling in the blanks of virtual cities

Aug 27, 2016

New software generates three-dimensional models of buildings, with applications for disaster relief support.
Technology search for relationships

Aug 6, 2016

A sketch-based query for searching for relationships among objects in images could enhance the power and utility of image search tools.
Exploring artificial biosynthesis

Jul 16, 2016

Metabolic route explorer helps to optimize the pathways for artificial biosynthesis of valuable products.
Exploring protein form to find function

Jun 25, 2016

Existing systems for predicting protein structure are outperformed by a newly developed method.
Sharing movement aids learning

Jun 4, 2016

Automated learning of an individual’s movement patterns shared over mobile and social networks could help us to connect better.
Noisy cells produce bursts of protein

Feb 20, 2016

A new mathematical model explains how random factors affect the production of proteins within the cells.
Unlocking complex interactions

Sep 19, 2015

Functions of interacting molecular complexes are uncovered through a novel method of aligning the interaction interface of each complex.
Choosing the right scheme for green communications

Aug 22, 2015

Performance analysis reveals how different resource allocation schemes may impact the energy efficiency of a cognitive radio system.
Disease researchers have a way with words

Jul 25, 2015

Specialized word search method sheds light on phenotypic similarity of diseases.
Peak performance for proteins

Jun 13, 2015

An improved peak fitting procedure enables a better determination of protein structures.
Finding the face in the crowd

May 30, 2015

An algorithm that maximizes the difference between data categories achieves high accuracy in classifying faces.