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Ting Hu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2023
Publications (10 Years): 23
Top Topics
Interaction Networks
Genetic Programming
Invariant Representation
Cellular Automata
Top Venues
EuroGP
BioData Min.
CoRR
Genet. Program. Evolvable Mach.
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Publications
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Zhendong Sha
,
Li Zhu
,
Zijun Jiang
,
Yuanzhu Peter Chen
,
Ting Hu
How complex is the microarray dataset? A novel data complexity metric for biological high-dimensional microarray data.
CoRR
(2023)
Ryan Zhou
,
Ting Hu
Evolving Better Initializations For Neural Networks With Pruning.
GECCO Companion
(2023)
Ryan Zhou
,
Ting Hu
Evolutionary approaches to explainable machine learning.
CoRR
(2023)
Ting Hu
,
Gabriela Ochoa
,
Wolfgang Banzhaf
Phenotype Search Trajectory Networks for Linear Genetic Programming.
EuroGP
(2023)
Zhendong Sha
,
Yuanzhu Peter Chen
,
Ting Hu
Genetic heterogeneity analysis using genetic algorithm and network science.
CoRR
(2023)
Kyle L. Nickerson
,
Antonina Kolokolova
,
Ting Hu
Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites.
EuroGP
(2022)
Kyle L. Nickerson
,
Terrence S. Tricco
,
Antonina Kolokolova
,
Farzaneh Shoeleh
,
Charles Robertson
,
John Hawkin
,
Ting Hu
Banksformer: A Deep Generative Model for Synthetic Transaction Sequences.
ECML/PKDD (6)
(2022)
Ryan Zhou
,
Christian Muise
,
Ting Hu
Permutation-Invariant Representation of Neural Networks with Neuron Embeddings.
EuroGP
(2022)
Zhendong Sha
,
Yuanzhu Peter Chen
,
Ting Hu
Genetic heterogeneity analysis using genetic algorithm and network science.
GECCO Companion
(2022)
Leonardo Trujillo
,
Ting Hu
,
Nuno Lourenço
,
Mengjie Zhang
Editorial Introduction.
Genet. Program. Evolvable Mach.
23 (3) (2022)
Ting Hu
,
Gabriela Ochoa
,
Wolfgang Banzhaf
Phenotype Search Trajectory Networks for Linear Genetic Programming.
CoRR
(2022)
Ting Hu
,
Miguel Nicolau
,
Lukás Sekanina
Special issue on highlights of genetic programming 2019 events.
Genet. Program. Evolvable Mach.
21 (3) (2020)
Ting Hu
,
Marco Tomassini
,
Wolfgang Banzhaf
A network perspective on genotype-phenotype mapping in genetic programming.
Genet. Program. Evolvable Mach.
21 (3) (2020)
Yu Zhang
,
Ting Hu
,
Xiaodong Liang
,
Mohammad Zawad Ali
,
Md. Nasmus Sakib Khan Shabbir
Fault Detection and Classification for Induction Motors Using Genetic Programming.
EuroGP
(2019)
Ting Hu
,
Marco Tomassini
,
Wolfgang Banzhaf
Complex Network Analysis of a Genetic Programming Phenotype Network.
EuroGP
(2019)
Faramarz Dorani
,
Ting Hu
Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies.
EvoApplications
(2018)
Ting Hu
,
Karoliina Oksanen
,
Weidong Zhang
,
Edward Randell
,
Andrew Furey
,
Guangju Zhai
Analyzing Feature Importance for Metabolomics Using Genetic Programming.
EuroGP
(2018)
Ting Hu
,
Karoliina Oksanen
,
Weidong Zhang
,
Edward Randell
,
Andrew Furey
,
Guang Sun
,
Guangju Zhai
An evolutionary learning and network approach to identifying key metabolites for osteoarthritis.
PLoS Comput. Biol.
14 (3) (2018)
Ting Hu
,
Wolfgang Banzhaf
Neutrality, Robustness, and Evolvability in Genetic Programming.
GPTP
(2016)
Ting Hu
,
Wolfgang Banzhaf
Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network.
GECCO
(2016)
Ting Hu
,
Angeline S. Andrew
,
Margaret R. Karagas
,
Jason H. Moore
Functional dyadicity and heterophilicity of gene-gene interactions in statistical epistasis networks.
BioData Min.
8 (2015)
Rishika De
,
Ting Hu
,
Jason H. Moore
,
Diane Gilbert-Diamond
Characterizing gene-gene interactions in a statistical epistasis network of twelve candidate genes for obesity.
BioData Min.
8 (2015)
Ting Hu
,
Christian Darabos
,
Maria E. Cricco
,
Emily Kong
,
Jason H. Moore
Genome-Wide Genetic Interaction Analysis of Glaucoma Using Expert Knowledge Derived from Human Phenotype Networks.
Pacific Symposium on Biocomputing
(2015)
Ting Hu
,
Wolfgang Banzhaf
,
Jason H. Moore
Population Exploration on Genotype Networks in Genetic Programming.
PPSN
(2014)
Ting Hu
,
Wolfgang Banzhaf
,
Jason H. Moore
The Effects of Recombination on Phenotypic Exploration and Robustness in Evolution.
Artif. Life
20 (4) (2014)
Amanda L. Zieselman
,
Jonathan M. Fisher
,
Ting Hu
,
Peter C. Andrews
,
Casey S. Greene
,
Li Shen
,
Andrew J. Saykin
,
Jason H. Moore
Computational genetics analysis of grey matter density in Alzheimer's disease.
BioData Min.
7 (2014)
Ting Hu
,
Qinxin Pan
,
Angeline S. Andrew
,
Jillian M. Langer
,
Michael D. Cole
,
Craig R. Tomlinson
,
Margaret R. Karagas
,
Jason H. Moore
Functional genomics annotation of a statistical epistasis network associated with bladder cancer susceptibility.
BioData Min.
7 (2014)
Ting Hu
,
Yuanzhu Peter Chen
,
Jeff Kiralis
,
Ryan L. Collins
,
Christian Wejse
,
Giorgio Sirugo
,
Scott M. Williams
,
Jason H. Moore
Research and applications: An information-gain approach to detecting three-way epistatic interactions in genetic association studies.
J. Am. Medical Informatics Assoc.
20 (4) (2013)
Qinxin Pan
,
Ting Hu
,
James D. Malley
,
Angeline S. Andrew
,
Margaret R. Karagas
,
Jason H. Moore
Supervising Random Forest Using Attribute Interaction Networks.
EvoBIO
(2013)
Ting Hu
,
Angeline S. Andrew
,
Margaret R. Karagas
,
Jason H. Moore
Statistical Epistasis Networks Reduce the Computational Complexity of Searching Three-Locus Genetic Models.
Pacific Symposium on Biocomputing
(2013)
Qinxin Pan
,
Ting Hu
,
Angeline S. Andrew
,
Margaret R. Karagas
,
Jason H. Moore
Bladder cancer specific pathway interaction networks.
ECAL
(2013)
Ting Hu
,
Wolfgang Banzhaf
,
Jason H. Moore
Robustness and Evolvability of Recombination in Linear Genetic Programming.
EuroGP
(2013)
Christian Darabos
,
Britney E. Graham
,
Ting Hu
,
Jason H. Moore
Bipartite networks to study the genotype-to-phenotype relationship in cellular automata models.
GECCO (Companion)
(2013)
Ryan L. Collins
,
Ting Hu
,
Christian Wejse
,
Giorgio Sirugo
,
Scott M. Williams
,
Jason H. Moore
Multifactor dimensionality reduction reveals a three-locus epistatic interaction associated with susceptibility to pulmonary tuberculosis.
BioData Min.
6 (2013)
Christian Darabos
,
Britney E. Graham
,
Ting Hu
,
Jason H. Moore
Bipartite Networks Show the Genotype-to-Phenotype Relationship in Biological Systems Models: A Study of the Robustness, Evolvability, and Accessibility in Linear Cellular Automata.
ECAL
(2013)
Ting Hu
,
Joshua L. Payne
,
Wolfgang Banzhaf
,
Jason H. Moore
Evolutionary dynamics on multiple scales: a quantitative analysis of the interplay between genotype, phenotype, and fitness in linear genetic programming.
Genet. Program. Evolvable Mach.
13 (3) (2012)
Christian Darabos
,
Mario Giacobini
,
Ting Hu
,
Jason H. Moore
Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm.
EvoBIO
(2012)
Ting Hu
,
Nicholas A. Sinnott-Armstrong
,
Jeff Kiralis
,
Angeline S. Andrew
,
Margaret R. Karagas
,
Jason H. Moore
Characterizing Genetic Interactions in Human Disease Association Studies Using Statistical Epistasis Networks.
BMC Bioinform.
12 (2011)
Ting Hu
,
Joshua L. Payne
,
Wolfgang Banzhaf
,
Jason H. Moore
Robustness, Evolvability, and Accessibility in Linear Genetic Programming.
EuroGP
(2011)
Ting Hu
,
Yuanzhu Peter Chen
,
Wolfgang Banzhaf
WiMAX Network Planning Using Adaptive-Population-Size Genetic Algorithm.
EvoApplications (2)
(2010)
Ting Hu
,
Simon Harding
,
Wolfgang Banzhaf
Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm.
Genet. Program. Evolvable Mach.
11 (2) (2010)
Ting Hu
,
Wolfgang Banzhaf
Neutrality and variability: two sides of evolvability in linear genetic programming.
GECCO
(2009)
Ting Hu
,
Wolfgang Banzhaf
The Role of Population Size in Rate of Evolution in Genetic Programming.
EuroGP
(2009)
Ting Hu
,
Yuanzhu Peter Chen
,
Wolfgang Banzhaf
,
Robert Benkoczi
An evolutionary approach to planning IEEE 802.16 networks.
GECCO
(2009)
Ting Hu
,
Wolfgang Banzhaf
.
GECCO
(2008)
Ting Hu
,
Wolfgang Banzhaf
Nonsynonymous to Synonymous Substitution Ratio ka/ks: Measurement for Rate of Evolution in Evolutionary Computation.
PPSN
(2008)