Yugyung Lee

Orcid: 0000-0002-1619-1695

Affiliations:
  • University of Missouri-Kansas City, USA


According to our database1, Yugyung Lee authored at least 149 papers between 1996 and 2023.

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

Timeline

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Bibliography

2023
ETSNet: A deep neural network for EEG-based temporal-spatial pattern recognition in psychiatric disorder and emotional distress classification.
Comput. Biol. Medicine, May, 2023

Computer science and non-computer science faculty members' perception on teaching data science via an experiential learning platform.
Educ. Inf. Technol., April, 2023

OCU-Net: A Novel U-Net Architecture for Enhanced Oral Cancer Segmentation.
CoRR, 2023

Surmounting Obstacles for Academic Resilience: A Dynamic Portal for Supporting an Alliance of Students with Disabilities.
Proceedings of the Universal Access in Human-Computer Interaction, 2023

2022
Feature-Based Fusion Using CNN for Lung and Heart Sound Classification.
Sensors, 2022

Community-in-the-loop: Creating Artificial Process Intelligence for Co-production of City Service.
Proc. ACM Hum. Comput. Interact., 2022

AM-UNet: automated mini 3D end-to-end U-net based network for brain claustrum segmentation.
Multim. Tools Appl., 2022

Defect prediction using deep learning with Network Portrait Divergence for software evolution.
Empir. Softw. Eng., 2022

Multimodal ensemble model for Alzheimer's disease conversion prediction from Early Mild Cognitive Impairment subjects.
Comput. Biol. Medicine, 2022

Collaborative deep learning model for tooth segmentation and identification using panoramic radiographs.
Comput. Biol. Medicine, 2022

Similarity-based second chance autoencoders for textual data.
Appl. Intell., 2022

Deep Ensemble Network with Meta-Model Architecture to Early Detect the Vascular Damage Caused by Retinopathy.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Stacked Ensemble Network to Assess the Structural Variations in Retina: A Bio-marker for Early Disease Diagnosis.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Incremental Learning for Panoramic Radiograph Segmentation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Region Extraction with Deep Cascaded Neural Architecture for Preserving Image Intensities.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

TLU-Net: Transfer Learning Framework using U-Net Convolutional Neural Networks for CT-based Lungs and COVID-19 Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Towards Long - Range Pixels Connection for Context-Aware Semantic Segmentation.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Coherence-based Second Chance Autoencoders for Document Understanding.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021
Class Representative Learning for Zero-shot Learning Using Purely Visual Data.
SN Comput. Sci., 2021

Event-Driven Deep Learning for Edge Intelligence (EDL-EI).
Sensors, 2021

Facilitating program comprehension with call graph multilevel hierarchical abstractions.
J. Syst. Softw., 2021

Automated end-to-end management of the modeling lifecycle in deep learning.
Empir. Softw. Eng., 2021

Deep Neural Architectures for Medical Image Semantic Segmentation: Review.
IEEE Access, 2021

EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Decision Support System to Optimize Cloud Service Prioritization for Model Deployment.
Proceedings of the 4th International Conference on Information and Computer Technologies, 2021

Retinal Image Analysis to Detect Neovascularization using Deep Segmentation.
Proceedings of the 4th International Conference on Information and Computer Technologies, 2021

Ocular Inspection to Prevent Vision Impairment Caused by Diabetic Retinopathy.
Proceedings of the 4th International Conference on Information and Computer Technologies, 2021

Dynamic Inductive Transfer Learning with Decision Support Feedback to Optimize Retina Analysis.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Deep Learning Framework For Internet Of Things For People With Disabilities.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Big Data Analytics Framework for Predictive Analytics using Public Data with Privacy Preserving.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Detecting Chronic Vascular Damage with Attention-Guided Neural System.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Multi-Feature Extraction with Ensemble Network for Tracing Chronic Retinal Disorders.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Screening Fundus Images to Extract Multiple Ocular Features: A Unified Modeling Approach.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Localization of Ocular Vessels with Context Sensitive Semantic Segmentation.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Link Prediction for Temporally Consistent Networks.
CoRR, 2020

SCAT: Second Chance Autoencoder for Textual Data.
CoRR, 2020

CRL: Class Representative Learning for Image Classification.
CoRR, 2020

Interpretation of Sentiment Analysis with Human-in-the-Loop.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Automatic Multimodal Heart Disease Classification using Phonocardiogram Signal.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Real-Time Machine Learning for Air Quality and Environmental Noise Detection.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Multimodal Lung Disease Classification using Deep Convolutional Neural Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Early temporal characteristics of elderly patient cognitive impairment in electronic health records.
BMC Medical Informatics Decis. Mak., 2019

Contextual Word Embeddings and Topic Modeling in Healthy Dieting and Obesity.
J. Heal. Informatics Res., 2019

Automated Human Claustrum Segmentation using Deep Learning Technologies.
CoRR, 2019

Automated Management of Deep Learning Experiments.
Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019

ModelKB: towards automated management of the modeling lifecycle in deep learning.
Proceedings of the 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2019

GraphEvo: Characterizing and Understanding Software Evolution using Call Graphs.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Speech Emotion Detection using IoT based Deep Learning for Health Care.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

IoT based Urban Noise Monitoring in Deep Learning using Historical Reports.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

DeepLite: Real-Time Deep Learning Framework for Neighborhood Analysis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

RNN-Based Alzheimer's Disease Prediction from Prodromal Stage using Diffusion Tensor Imaging.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Lung Disease Classification using Deep Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

CU-Net: Cascaded U-Net Model for Automated Liver and Lesion Segmentation and Summarization.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies.
CoRR, 2018

Code2graph: automatic generation of static call graphs for Python source code.
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

An Interdisciplinary Educational Project Connecting Smart City Technology with Local Communities.
Proceedings of the IEEE International Smart Cities Conference, 2018

Smart 311 Request System with Automatic Noise Detection for Safe Neighborhood.
Proceedings of the IEEE International Smart Cities Conference, 2018

Transformation from Publications to Diabetes Ontology using Topic-based Assertion Discovery.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Ontology Mapping Framework with Feature Extraction and Semantic Embeddings.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Audio IoT Analytics for Home Automation Safety.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Automatic Hierarchical Clustering of Static Call Graphs for Program Comprehension.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

MCDD: Multi-class Distribution Model for Large Scale Classification.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Utilizing Mask R-CNN for Detection and Segmentation of Oral Diseases.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

CRM Sales Prediction Using Continuous Time-Evolving Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
CVRT: Cognitive Visual Recognition Tracker.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Oro Vision: Deep Learning for Classifying Orofacial Diseases.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Low Bit Rate Wearable Motion Sensing Platform for Gesture Classification.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Exploring social contextual influences on healthy eating using big data analytics.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

QA diagnostics with visual recognition tracking for accurate trending of Alzheimer's disease.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Constructing dynamic ontologies from biomedical publications.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

RUPEE: Scalable protein structure search using run position encoded residue descriptors.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Visual Context Learning with Big Data Analytics.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015
Collaborative Mobile-Cloud Computing for Civil Infrastructure Condition Inspection.
J. Comput. Civ. Eng., 2015

A cascade computer model for mocrobicide diffusivity from mucoadhesive formulations.
BMC Bioinform., 2015

PEMAR: A pervasive middleware for activity recognition with smart phones.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

SAMAF: Situation aware mobile apps framework.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Real-time network anomaly detection system using machine learning.
Proceedings of the 11th International Conference on the Design of Reliable Communication Networks, 2015

BmQGen: Biomedical query generator for knowledge discovery.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
SMARTSPACE: Multiagent Based Distributed Platform for Semantic Service Discovery.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Using semantic web technologies for quality measure phenotyping algorithm representation and automatic execution on EHR data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
A semantic framework for intelligent matchmaking for clinical trial eligibility criteria.
ACM Trans. Intell. Syst. Technol., 2013

SAVEUS: SAving Victims in Earthquakes through Unified Systems.
Int. J. Commun. Networks Distributed Syst., 2013

STC: Semantic Taxonomical Clustering for Service Category Learning
CoRR, 2013

2012
E-SAVE: Saving energy by smart serves.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

MindFlow: Intelligent Workflow for Clinical Trials in Mental Healthcare.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011
Taxonomic Clustering and Query Matching for Efficient Service Discovery.
Proceedings of the IEEE International Conference on Web Services, 2011

VirtualMindTrial: Virtual Clinical Trials for Mental Healthcare.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010
Incentive-Driven Content Distribution in Wireless Multimedia Service Networks.
Proceedings of the Global Communications Conference, 2010

Taxonomic clustering of web service for efficient discovery.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

A wearable motion tracker.
Proceedings of the 5th International ICST Conference on Body Area Networks, 2010

2009
SGPS: a semantic scheme for web service similarity.
Proceedings of the 18th International Conference on World Wide Web, 2009

Event Driven Service Composition for Pervasive Computing.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

An Abstraction Framework for Service Composition in Event-Driven SOA Systems.
Proceedings of the IEEE International Conference on Web Services, 2009

SALSA: Super-Peer Assisted Live Streaming Architecture.
Proceedings of IEEE International Conference on Communications, 2009

Literature Clustering using Citation Semantics.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

CAOFES: an ontological framework for web service retrieval.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Event Semantics for Service Composition in Pervasive Computing.
Proceedings of the Intelligent Event Processing, 2009

2008
Joint encryption/multiple access for body area sensor networks.
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008

2007
A pragmatic approach to mapping the open biomedical ontologies.
Int. J. Bioinform. Res. Appl., 2007

Evaluation of Query Formulations in the Negotiated Query Refinement Process of Legal e-Discovery: UMKC at TREC 2007 Legal Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

HIS-KCWater: context-aware geospatial data and service integration.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Modeling biomedical assertions in the semantic web.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

A Panoramic Approach to Integrated Evaluation of Ontologies in the Semantic Web.
Proceedings of the 5th International Workshop on Evaluation of Ontologies and Ontology-based Tools, 2007

2006
Semantic enrichment for medical ontologies.
J. Biomed. Informatics, 2006

Model Formulation: MachineProse: An Ontological Framework for Scientific Assertions.
J. Am. Medical Informatics Assoc., 2006

Ubiquitous computing: connecting Pervasive computing through Semantic Web.
Inf. Syst. E Bus. Manag., 2006

Ontology integration: Experience with medical terminologies.
Comput. Biol. Medicine, 2006

Experiments with Query Expansion at TREC 2006 Legal Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Ontological Modeling of Transformation in Heart Defect Diagrams.
Proceedings of the AMIA 2006, 2006

2005
Intelligent file management in ubiquitous environments.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

OWL-S Based Autonomic Services for Grid Computing.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

OntoDiagram: Automatic Diagram Generation for Congenital Heart Defects in Pediatric Cardiology.
Proceedings of the AMIA 2005, 2005

P2P Grid: Service Oriented Framework for Distributed Resource Management.
Proceedings of the 2005 IEEE International Conference on Services Computing (SCC 2005), 2005

2004
A Self-Organizing Publish/Subscribe Middleware for Dynamic Peer-to-Peer Networks.
IEEE Netw., 2004

BEE-SMART - A Natural Language Interface For Knowledge Retrieval and Service Execution over the Semantic Web2.
EMISA Forum, 2004

Web-Based Semantic Pervasive Computing Services.
IEEE Intell. Informatics Bull., 2004

Compositional knowledge management for medical services on semantic web.
Proceedings of the 13th international conference on World Wide Web, 2004

Location-Based Tour Guide System Using Mobile GIS and Web Crawling.
Proceedings of the Web and Wireless Geographical Information Systems, 2004

Provisioning Resilient, Adaptive Web Services-based Workflow: A Semantic Modeling Approach.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

Towards Intelligent Web Services for Automating Medical Service Composition.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

The Efficient Web-Based Mobile GIS Service System through Reduction of Digital Map.
Proceedings of the Computational Science and Its Applications, 2004

Characterizing Quality of Knowledge on Semantic Web.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Personalization Using Hybrid Data Mining Approaches in E-Business Applications.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Ontological and Pragmatic Knowledge Management for Web Service Composition.
Proceedings of the Database Systems for Advances Applications, 2004

SEM-Ether: Semantic Web Based Pervasive Computing Framework - Integrating Web, Devices and People.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
A software framework for non-repudiation service in electronic commerce based on the Internet.
Microprocess. Microsystems, 2003

Multi-agent systems support for Community-Based Learning.
Interact. Comput., 2003

High Performance Publisher/Subscriber Communication for Adaptive, Collaborative Web-Based Learning.
Int. J. Distance Educ. Technol., 2003

Ontology Based Metadata Management in Medical Domains.
J. Res. Pract. Inf. Technol., 2003

OntoKhoj: a semantic web portal for ontology searching, ranking and classification.
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

Context-Based Data Mining Using Ontologies.
Proceedings of the Conceptual Modeling, 2003

Context-Aware Data Mining Framework for Wireless Medical Application.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

A QoS Oriented Framework for Adaptive Management of Web Service Based Workflows.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

Ontology-driven peer profiling in peer-to-peer enabled semantic web.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

A Scalable Infrastructure for Peer-to-Peer Networks Using Web Service Registries and Intelligent Peer Locators.
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

2002
Efficient Transitive Closure Reasoning in a Combined Class-Part-Containment Hierarchy.
Knowl. Inf. Syst., 2002

The Multi-Ring Topology - High-Performance Group Communication in Peer-to-Peer Networks.
Proceedings of the 2nd International Conference on Peer-to-Peer Computing (P2P 2002), 2002

Fuzzy Rule-Based Framework for Medical Record Validation.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

A Component-Based Architecture for Adaptive, Collaborative Web-Based Learning.
Proceedings of the Advances in Web-Based Learning, First International Conference, 2002

Intelligent knowledge discovery in peer-to-peer file sharing.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

A CORBA-based Medical Decision Support System for Medication Error.
Proceedings of the AMIA 2002, 2002

Metadata Management for Clinical Research Databases.
Proceedings of the AMIA 2002, 2002

2001
Middleware for Location Based Information Services in Mobile Environment.
Proceedings of the Developing an Infrastructure for Mobile and Wireless Systems, 2001

Collaborative and Secure Resource Management with Distributed Agents.
Proceedings of the Eigth International Conference on Parallel and Distributed Systems, 2001

Design and evaluation of adaptive secure protocol for E-commerce.
Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

Data Mining with Distributed Agents in E-Commerce Applications.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Dynamic and Hierarchical Spatial Access Method using Integer Searching.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

1996
Parallel Transitive Reasoning in Mixed Relational Hierarchies.
Proceedings of the Fifth International Conference on Principles of Knowledge Representation and Reasoning (KR'96), 1996


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