A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD

Kanhao Zhao, Boris Duka, Hua Xie, +3

NeuroImage

Network AnalysisBrain MappingGraph Signal ProcessingNew InsightsSocial Sciences +20

Evolutionary under-sampling based bagging ensemble method for imbalanced data classification

Bo Sun, Haiyan Chen, Jiandong Wang, +1

Frontiers of Computer Science

Data ClassificationClassification MethodEngineeringData ScienceData Mining +7

Whole-brain connectivity dynamics reflect both task-specific and individual-specific modulation: A multitask study

Hua Xie, Vince D. Calhoun, Javier González-Castillo, +4

NeuroImage

Cognitive ScienceBrain FunctionWhole-brain Connectivity DynamicsComputational NeuroscienceNeurolinguistics +12

Finding the neural correlates of collaboration using a three-person fMRI hyperscanning paradigm

Hua Xie, Iliana I. Karipidis, Amber Howell, +8

Proceedings of the National Academy of Sciences

Efficacy of different dynamic functional connectivity methods to capture cognitively relevant information

Hua Xie, Charles Zheng, Daniel A. Handwerker, +4

NeuroImage

Cognitive ScienceBrain FunctionCognitive NeuroscienceMemoryRelevant Information +9

Improving EEG Decoding via Clustering-Based Multitask Feature Learning

Yu Zhang, Tao Zhou, Wei Wu, +4

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningNeurolinguisticsEeg DecodingUnsupervised Machine Learning +17

An Information Entropy Method to Quantify the Degrees of Decentralization for Blockchain Systems

Keke Wu, Bo Peng, Hua Xie, +1

Decentralized SecurityEngineeringInformation TheoryData ScienceInformation Entropy Method +11

Creativity slumps and bumps: Examining the neurobehavioral basis of creativity development during middle childhood

Manish Saggar, Hua Xie, Roger E. Beaty, +3

NeuroImage

Developmental Cognitive NeuroscienceEducationSocial SciencesPsychologyDevelopmental Psychology +14

Individualized fMRI connectivity defines signatures of antidepressant and placebo responses in major depression

Kanhao Zhao, Hua Xie, Gregory A. Fonzo, +5

Molecular Psychiatry

Fmri ConnectivityAffective NeuroscienceSocial SciencesPlacebo ResponsesMood Symptom +14

Air Traffic Flow Management Integrating Separation Management and Ground Holding: An Efficiency-Equity Bi-objective Perspective

Yechenfeng Guo, Minghua Hu, Bo Zou, +3

Transportation Research Part B Methodological

Ground HoldingEngineeringTransportation System ManagementManagementBusiness +9