Nicholas Cheney

Orcid: 0000-0002-7140-2213

According to our database1, Nicholas Cheney authored at least 45 papers between 2013 and 2024.

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Bibliography

2024
The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health.
IEEE J. Biomed. Health Informatics, April, 2024

Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots.
Proceedings of the Genetic Programming - 27th European Conference, 2024

2023
Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning.
CoRR, 2023

The Resume Paradox: Greater Language Differences, Smaller Pay Gaps.
CoRR, 2023

Temporal Evolution of Risk Behavior in a Disease Spread Simulation.
CoRR, 2023

Evolving Robust Facility Placements.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Coping with seasons: evolutionary dynamics of gene networks in a changing environment.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Modular Controllers Facilitate the Co-Optimization of Morphology and Control in Soft Robots.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

OmnImage: Evolving 1k Image Cliques for Few-Shot Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Many-objective Optimization via Voting for Elites.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Neighbor-Hop Mutation for Genetic Algorithm in Influence Maximization.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
How Much Data Is Enough? A Reliable Methodology to Examine Long-Term Wearable Data Acquisition in Gait and Postural Sway.
Sensors, 2022

Biological underpinnings for lifelong learning machines.
Nat. Mach. Intell., 2022

Interpretable Bias Mitigation for Textual Data: Reducing Genderization in Patient Notes While Maintaining Classification Performance.
ACM Trans. Comput. Heal., 2022

Editorial: Evolving Robotic Morphologies.
Frontiers Robotics AI, 2022

UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis.
IEEE J. Biomed. Health Informatics, 2021

Continual learning under domain transfer with sparse synaptic bursting.
CoRR, 2021

Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance.
CoRR, 2021

2020
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Artif. Life, 2020

Morphology dictates learnability in neural controllers.
Proceedings of the 2020 Conference on Artificial Life, 2020

Learning to Continually Learn.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques.
Sensors, 2019

Embodiment dictates learnability in neural controllers.
CoRR, 2019

Using Digital Field Experiments To Elicit Risk Mitigation Behavioral Strategies For Disease Management Across Agricultural Production Systems.
CoRR, 2019

2018
EVO-SCHIRP: Evolved Secure Swarm Communications.
Proceedings of the IEEE International Smart Cities Conference, 2018

Interoceptive robustness through environment-mediated morphological development.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Evolutionary Developmental Soft Robotics As a Framework to Study Intelligence and Adaptive Behavior in Animals and Plants.
Frontiers Robotics AI, 2017

How morphological development can guide evolution.
CoRR, 2017

Evolving soft locomotion in aquatic and terrestrial environments: effects of material properties and environmental transitions.
CoRR, 2017

On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations.
CoRR, 2017

Scalable Co-Optimization of Morphology and Control in Embodied Machines.
CoRR, 2017

Simulating the evolution of soft and rigid-body robots.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A minimal developmental model can increase evolvability in soft robots.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Topological evolution for embodied cellular automata.
Theor. Comput. Sci., 2016

How the Strictness of the Minimal Criterion Impacts Open-Ended Evolution.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

On the Difficulty of Co-Optimizing Morphology and Control in Evolved Virtual Creatures.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

Material properties affect evolutions ability to exploit morphological computation in growing soft-bodied creatures.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015
Evolving Soft Robots in Tight Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Automated vibrational design and natural frequency tuning of multi-material structures.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolved Electrophysiological Soft Robots.
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014

2013
Hands-free Evolution of 3D-printable Objects via Eye Tracking
CoRR, 2013

Unshackling evolution: evolving soft robots with multiple materials and a powerful generative encoding.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013


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