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02/25/2021
DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning
Galaxy clusters identified from the Sunyaev Zel'dovich (SZ) effect are a...
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01/17/2021
Profiling Software Developers with Process Mining and N-Gram Language Models
Context: Profiling developers is challenging since many factors, such as...
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10/29/2020
Unveiling process insights from refactoring practices
Context : Software comprehension and maintenance activities, such as ref...
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07/20/2020
Software Development Analytics in Practice: A Systematic Literature Review
Context:Software Development Analytics is a research area concerned with...
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04/22/2020
Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms
We present a comparison of methods for uncertainty quantification (UQ) i...
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11/14/2019
Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer
We present the application of Restricted Boltzmann Machines (RBMs) to th...
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11/05/2019
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era
The field of astronomy has arrived at a turning point in terms of size a...
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11/30/2018