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Software Engineering

Software Engineering (Computer Software)

Articles:
64 Machine learning leads to better, faster, and cheaper weather forecasting.
https://www.science.org/doi/10.1126/science.adi2336

63 AI-synthesized faces are indistinguishable from real faces and more trustworthy.
https://www.pnas.org/content/119/8/e2120481119

62 Outracing champion Gran Turismo drivers with deep reinforcement learning.
https://www.nature.com/articles/s41586-021-04357-7

61 Identifying facial phenotypes of genetic disorders using deep learning.
https://www.nature.com/articles/s41591-018-0279-0

60 Grid-like representations emerge spontaneously within a neural network trained to self-localize, enabling the agent to take shortcuts to destinations using vector-based navigation.
https://www.nature.com/articles/s41586-018-0102-6

59 A neural algorithm for a fundamental computing problem.
http://science.sciencemag.org/content/358/6364/793

58 Semantics derived automatically from language corpora contain human-like biases.
http://science.sciencemag.org/content/356/6334/183

57 A coherent Ising machine for 2000-node optimization problems.
http://science.sciencemag.org/content/354/6312/603

56 A fully programmable 100-spin coherent Ising machine with all-to-all connections.
http://science.sciencemag.org/content/354/6312/614

55 Automatic facial expression recognition using features of salient facial patches.
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6998925&punumber%3D5165369

54 Program Characterization Using Runtime Values and Its Application to Software Plagiarism Detection.
http://www.computer.org/csdl/trans/ts/2015/09/07076635-abs.html

53 Safer User Interfaces: A Case Study in Improving Number Entry.
http://www.computer.org/csdl/trans/ts/2015/07/06991548-abs.html

52 GALE: Geometric Active Learning for Search-Based Software Engineering.
http://www.computer.org/csdl/trans/ts/2015/10/07105950-abs.html

51 Seer: A Lightweight Online Failure Prediction Approach.
http://www.computer.org/csdl/trans/ts/2016/01/07120143-abs.html

50 Combining the capacity to handle noise with probabilistic learning yields humanlike performance in a computational model.
http://www.sciencemag.org/content/350/6266/1332.abstract

49 Human-level control through deep reinforcement learning.
http://www.nature.com/nature/journal/v518/n7540/full/nature14236.html

48 Improving MapReduce Performance Using Smart Speculative Execution Strategy.
http://www.computer.org/csdl/trans/tc/2014/04/06419699-abs.html

47 MuSA: Multivariate Sampling Algorithmfor Wireless Sensor Networks.
http://www.computer.org/csdl/trans/tc/2014/04/06305448-abs.html

46 FLOTT—A Fast, Low Memory T-TransformAlgorithm for Measuring String Complexity.
http://www.computer.org/csdl/trans/tc/2014/04/06463379-abs.html

45 Schedulability Analysis of DeferrableScheduling Algorithms for MaintainingReal-Time Data Freshness.
http://www.computer.org/csdl/trans/tc/2014/04/06338927-abs.html

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