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01/18/2018
Layered TPOT: Speeding up Tree-based Pipeline Optimization
With the demand for machine learning increasing, so does the demand for ...
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11/22/2017
Relief-Based Feature Selection: Introduction and Review
Feature selection plays a critical role in data mining, driven by increa...
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10/09/2017
Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure
With the maturation of metabolomics science and proliferation of biobank...
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09/17/2017
Markov Brains: A Technical Introduction
Markov Brains are a class of evolvable artificial neural networks (ANN)....
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08/08/2017
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems
As the bioinformatics field grows, it must keep pace not only with new d...
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05/01/2017
A System for Accessible Artificial Intelligence
While artificial intelligence (AI) has become widespread, many commercia...
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02/06/2017
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
Machine learning has been gaining traction in recent years to meet the d...
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07/29/2016
Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool
As data science continues to grow in popularity, there will be an increa...
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03/27/2016
Evolution of active categorical image classification via saccadic eye movement
Pattern recognition and classification is a central concern for modern i...
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03/20/2016
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
As the field of data science continues to grow, there will be an ever-in...
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02/29/2016
Exploring the coevolution of predator and prey morphology and behavior
A common idiom in biology education states, "Eyes in the front, the anim...
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01/28/2016
Automating biomedical data science through tree-based pipeline optimization
Over the past decade, data science and machine learning has grown from a...
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08/08/2014
Exploring the evolution of a trade-off between vigilance and foraging in group-living organisms
Despite the fact that grouping behavior has been actively studied for ov...
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10/23/2013
Risk aversion as an evolutionary adaptation
Risk aversion is a common behavior universal to humans and animals alike...
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10/22/2013
Evolution of swarming behavior is shaped by how predators attack
Animal grouping behaviors have been widely studied due to their implicat...
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09/14/2012