Liya Wang

Orcid: 0000-0003-3496-6084

According to our database1, Liya Wang authored at least 82 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
YOLOdrive: A Lightweight Autonomous Driving Single-Stage Target Detection Approach.
IEEE Internet Things J., November, 2024

Reinforced visual interaction fusion radiology report generation.
Multim. Syst., October, 2024

A GAN-Based Ensemble Model for Predicting the Demand of Shared Bikes in 5G Networks.
IEEE Trans. Intell. Transp. Syst., March, 2024

A Network Security Situation Prediction for Consumer Data in the Internet of Things Using Variational Mode Decomposition (VMD) and Fused CNN-BiLSTM-Attention.
IEEE Trans. Consumer Electron., February, 2024

CyVerse: Cyberinfrastructure for open science.
PLoS Comput. Biol., February, 2024

How peer feedback affects knowledge contribution in online innovation communities: a social identity perspective.
Kybernetes, 2024

DCNeT: A disease comorbidity network-based temporal deep learning framework to predict cardiovascular risk in patients with mental disorders.
Expert Syst. Appl., 2024

SAGL: A self-attention-based graph learning framework for predicting survival of colorectal cancer patients.
Comput. Methods Programs Biomed., 2024

An Emotion Type Informed Multi-Task Model for Emotion Cause Pair Extraction.
IEEE Access, 2024

2023
Risk prediction of heart failure in patients with ischemic heart disease using network analytics and stacking ensemble learning.
BMC Medical Informatics Decis. Mak., December, 2023

AtlasXplore: a web platform for visualizing and sharing spatial epigenome data.
Bioinform., August, 2023

Set pair three-way overlapping community discovery algorithm for weighted social internet of things.
Digit. Commun. Networks, February, 2023

AviationGPT: A Large Language Model for the Aviation Domain.
CoRR, 2023

Adapting Sentence Transformers for the Aviation Domain.
CoRR, 2023

Remote Sensing Scene Classification with Masked Image Modeling (MIM).
CoRR, 2023

Aerial Image Object Detection with Vision Transformer Detector (ViTDet).
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Evaluation of Reasonable Stocking Rate Based on the Relative Contribution of Climate Change and Grazing Activities to the Productivity of Alpine Grasslands in Qinghai Province.
Remote. Sens., 2022

Network analytics and machine learning for predicting length of stay in elderly patients with chronic diseases at point of admission.
BMC Medical Informatics Decis. Mak., 2022

Research and Application of Warship Multiattribute Threat Assessment Based on Improved TOPSIS Gray Association Analysis.
Int. J. Digit. Crime Forensics, 2022

Early prediction of high-cost inpatients with ischemic heart disease using network analytics and machine learning.
Expert Syst. Appl., 2022

Comparative research on network intrusion detection methods based on machine learning.
Comput. Secur., 2022

Text sentiment analysis based on two-channel joint model.
Proceedings of the 5th International Conference on Machine Learning and Natural Language Processing, 2022

2021
Multi-Airport Delay Prediction with Transformers.
CoRR, 2021

Flight Demand Forecasting with Transformers.
CoRR, 2021

Helicopter Track Identification with Autoencoder.
CoRR, 2021

BSAseq: an interactive and integrated web-based workflow for identification of causal mutations in bulked F2 populations.
Bioinform., 2021

Identification of product service common and individual demands based on online reviews.
Proceedings of the IEEE World Congress on Services, 2021

Task-oriented Knowledge Representation and Ontology Modeling for Complex Product Design.
Proceedings of the International Conference on Service Science, 2021

2020
Feature Extraction and Image Retrieval of Landscape Images Based on Image Processing.
Traitement du Signal, 2020

Machine learning approaches to predict peak demand days of cardiovascular admissions considering environmental exposure.
BMC Medical Informatics Decis. Mak., 2020

A method combining rules with genetic algorithm for minimizing makespan on a batch processing machine with preventive maintenance.
Int. J. Prod. Res., 2020

Research on the improvement of vision target tracking algorithm for Internet of things technology and Simple extended application in pellet ore phase.
Future Gener. Comput. Syst., 2020

Deep Learning for Flight Demand and Delays Forecasting.
CoRR, 2020

Autoencoding Features for Aviation Machine Learning Problems.
CoRR, 2020

Single-machine scheduling with fixed or flexible maintenance.
Comput. Ind. Eng., 2020

Research on Distributed Power Distribution Fault Detection Based on Edge Computing.
IEEE Access, 2020

Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

An Improved Transfer Learning Method for Bearing Diagnosis under Variable Working Conditions Based on Dilated Convolution.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2019
Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Two-Direction Dynamic Three-Way Decision Algorithm Based on PS-Rough Set.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Logistics Partner Selection Based on Three-way Decisions.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

An Approach for Severity Prediction of Autism Using Machine Learning.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018
SciApps: a cloud-based platform for reproducible bioinformatics workflows.
Bioinform., 2018

AgBioData consortium recommendations for sustainable genomics and genetics databases for agriculture.
Database J. Biol. Databases Curation, 2018

SciApps: a Bioinformatics Workflow Platform Powered by XSEDE and CyVerse.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018

ACO-based Parallel Machine Scheduling Considering Both Setup Time and Run-based Preventive Maintenance with Reliability Constraints.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

An Approach to Multidimensional Medical Data Analysis Based on the Skyline Operator.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

Integrated Production Planning and Preventive Maintenance Model with Non-fixed Lead Time.
Proceedings of the 15th International Conference on Control, 2018

Knowledge Node and Relation Detection.
Proceedings of the 18th European Networked Knowledge Organization Systems (NKOS) Workshop co-located with the 22nd International Conference on Theory and Practice of Digital Libraries 2018 (TPDL 2018), 2018

2017
Dynamic Three Way Decisions and Its Application Based on Two-Direction PS-Probabilistic Rough Set.
Proceedings of the Rough Sets - International Joint Conference, 2017

2015
An approach based on the SIR epidemic model and a genetic algorithm for optimizing product feature combinations in feature fatigue analysis.
J. Intell. Manuf., 2015

Alleviating feature fatigue of multi-generation products.
Ind. Manag. Data Syst., 2015

A genome-wide association study platform built on iPlant cyber-infrastructure.
Concurr. Comput. Pract. Exp., 2015

An approach based on the Bass model for analyzing the effects of feature fatigue on customer equity.
Comput. Math. Organ. Theory, 2015

Effective Mining Algorithm of k-Dense sub-Graph in Complex Network Based on Probability Attribute Graph.
Control. Intell. Syst., 2015

2014
Integrating production planning and maintenance: an iterative method.
Ind. Manag. Data Syst., 2014

An approach of product usability evaluation based on Web mining in feature fatigue analysis.
Comput. Ind. Eng., 2014

A Multi-objective Optimization Method for Product Feature Fatigue Problem.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

2013
A multi-objective genetic algorithm approach for solving feature addition problem in feature fatigue analysis.
J. Intell. Manuf., 2013

Building an open Genome Wide Association Study (GWAS) platform.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012
The impacts of technology evolution on market structure for green products.
Math. Comput. Model., 2012

Quantitative Trait Locus Analysis Using a Partitioned Linear Model on a GPU Cluster.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Feature fatigue analysis in product development using Bayesian networks.
Expert Syst. Appl., 2011

Feature fatigue analysis based on behavioral decision making.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

2010
Product portfolio identification with data mining based on multi-objective GA.
J. Intell. Manuf., 2010

Personalized product configuration rules with dual formulations: A method to proactively leverage mass confusion.
Expert Syst. Appl., 2010

Localizing triplet periodicity in DNA and cDNA sequences.
BMC Bioinform., 2010

Scheduling of dispatching Ready Mixed Concrete trucks trough Discrete Particle Swarm Optimization.
Proceedings of the IEEE International Conference on Systems, 2010

Pattern Recognition in Collective Cognitive Systems: Hybrid Human-Machine Learning (HHML) By Heterogeneous Ensembles.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

Applications of Machine Learning Methods to Quantifying Phenotypic Traits that Distinguish the Wild Type from the Mutant Arabidopsis Thaliana Seedlings during Root Gravitropism.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009
Responsive consistency restoration in interactive product configuration by content-addressable memory.
J. Intell. Manuf., 2009

A Stochastic Perturbation Algorithm for Inventory Optimization in Supply Chains.
Int. J. Inf. Syst. Supply Chain Manag., 2009

A Topological Method for Organization of Biological Imaging Data.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008
A fuzzy intelligent design retrieving system for customer requirements.
Int. J. Comput. Appl. Technol., 2008

Tracing Branched Curvilinear Structures with a Novel Adaptive Local PCA Algorithm.
Proceedings of the 2008 International Conference on Image Processing, 2008

Parallel Evolutionary Computation in Very Large Scale Eigenvalue Problems.
Proceedings of the 2008 International Conference on Scientific Computing, 2008

2007
Customer Need-Based Design Retrieval Using Fuzzy ARTMAP Neural Network.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
A Novel Artificial Immune Network Model and Analysis on Its Dynamic Behavior and Stabilities.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

2003
Extraction of nonlinear features in MEG and fMRI data of human brain.
Neurocomputing, 2003

A computational model for the biological underpinnings of infant vision and face recognition.
Neurocomputing, 2003

A Web-based custom service system for rapid prototyping.
Proceedings of the IEEE International Conference on Systems, 2003

A Web-based GDSS for mass customization: framework and functionalities.
Proceedings of the IEEE International Conference on Systems, 2003


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