Yugyung Lee

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 75

Top Venues

Publications

Syed Jawad Hussain Shah, Ahmed Awad Albishri, Seung Suk Kang, Yugyung Lee, Scott R. Sponheim, Miseon Shim
ETSNet: A deep neural network for EEG-based temporal-spatial pattern recognition in psychiatric disorder and emotional distress classification. Comput. Biol. Medicine 158 (2023)
Huan Chen, Ye Wang, You Li, Yugyung Lee, Alexis Petri, Teryn Cha
Computer science and non-computer science faculty members' perception on teaching data science via an experiential learning platform. Educ. Inf. Technol. 28 (4) (2023)
Ahmed Awad Albishri, Syed Jawad Hussain Shah, Yugyung Lee, Rong Wang
OCU-Net: A Novel U-Net Architecture for Enhanced Oral Cancer Segmentation. CoRR (2023)
Alexis Petri, Duy H. Ho, Ye Wang, Yugyung Lee
Surmounting Obstacles for Academic Resilience: A Dynamic Portal for Supporting an Alliance of Students with Disabilities. HCI (11) (2023)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Feature-Based Fusion Using CNN for Lung and Heart Sound Classification. Sensors 22 (4) (2022)
Ye Wang, Srichakradhar Reddy Nagireddy, Charan Tej Thota, Duy H. Ho, Yugyung Lee
Community-in-the-loop: Creating Artificial Process Intelligence for Co-production of City Service. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Matthew Velazquez, Yugyung Lee
Multimodal ensemble model for Alzheimer's disease conversion prediction from Early Mild Cognitive Impairment subjects. Comput. Biol. Medicine 151 (Part) (2022)
Ahmed Awad Albishri, Syed Jawad Hussain Shah, Yugyung Lee
TLU-Net: Transfer Learning Framework using U-Net Convolutional Neural Networks for CT-based Lungs and COVID-19 Segmentation. BIBM (2022)
Muhammad Zubair Khan, Yugyung Lee
Stacked Ensemble Network to Assess the Structural Variations in Retina: A Bio-marker for Early Disease Diagnosis. EMBC (2022)
Geetha Chandrashekar, Saeed AlQarni, Erin Ealba Bumann, Yugyung Lee
Collaborative deep learning model for tooth segmentation and identification using panoramic radiographs. Comput. Biol. Medicine 148 (2022)
Muhammad Zubair Khan, Yugyung Lee
Region Extraction with Deep Cascaded Neural Architecture for Preserving Image Intensities. BIBM (2022)
Vijay Walunj, Gharib Gharibi, Rakan Alanazi, Yugyung Lee
Defect prediction using deep learning with Network Portrait Divergence for software evolution. Empir. Softw. Eng. 27 (5) (2022)
Muhammad Zubair Khan, Yugyung Lee
Deep Ensemble Network with Meta-Model Architecture to Early Detect the Vascular Damage Caused by Retinopathy. ICHI (2022)
Saria Goudarzvand, Gharib Gharibi, Yugyung Lee
Coherence-based Second Chance Autoencoders for Document Understanding. SDU@AAAI (2022)
Saria Goudarzvand, Gharib Gharibi, Yugyung Lee
Similarity-based second chance autoencoders for textual data. Appl. Intell. 52 (11) (2022)
Ahmed Awad Albishri, Syed Jawad Hussain Shah, Seung Suk Kang, Yugyung Lee
AM-UNet: automated mini 3D end-to-end U-net based network for brain claustrum segmentation. Multim. Tools Appl. 81 (25) (2022)
Muhammad Zubair Khan, Yugyung Lee, Muazzam Ali Khan, Arslan Munir
Towards Long - Range Pixels Connection for Context-Aware Semantic Segmentation. BHI (2022)
Saeed AlQarni, Geetha Chandrashekar, Erin Ealba Bumann, Yugyung Lee
Incremental Learning for Panoramic Radiograph Segmentation. EMBC (2022)
Ye Wang, Srichakradhar Reddy Nagireddy, Charan Tej Thota, Duy H. Ho, Yugyung Lee
Community-in-the-loop: Creating Artificial Process Intelligence for Co-production of City Service. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Mayanka Chandrashekar, Yugyung Lee
Class Representative Learning for Zero-shot Learning Using Purely Visual Data. SN Comput. Sci. 2 (4) (2021)
Muhammad Zubair Khan, Yugyung Lee, Arslan Munir, Muazzam Ali Khan
Multi-Feature Extraction with Ensemble Network for Tracing Chronic Retinal Disorders. BIBM (2021)
Muhammad Zubair Khan, Yugyung Lee
Retinal Image Analysis to Detect Neovascularization using Deep Segmentation. ICICT (2021)
Muhammad Zubair Khan, Yugyung Lee, Muazzam A. Khan Khattak
Decision Support System to Optimize Cloud Service Prioritization for Model Deployment. ICICT (2021)
Rakan Alanazi, Gharib Gharibi, Yugyung Lee
Facilitating program comprehension with call graph multilevel hierarchical abstractions. J. Syst. Softw. 176 (2021)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md Yusuf Sarwar Uddin, Yugyung Lee
EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference. ECML/PKDD (1) (2021)
Gharib Gharibi, Vijay Walunj, Raju Nekadi, Raj Marri, Yugyung Lee
Automated end-to-end management of the modeling lifecycle in deep learning. Empir. Softw. Eng. 26 (2) (2021)
Muhammad Zubair Khan, Mohan Kumar Gajendran, Yugyung Lee, Muazzam Ali Khan
Deep Neural Architectures for Medical Image Semantic Segmentation: Review. IEEE Access 9 (2021)
Muhammad Zubair Khan, Yugyung Lee
Dynamic Inductive Transfer Learning with Decision Support Feedback to Optimize Retina Analysis. ICHI (2021)
Muhammad Zubair Khan, Yugyung Lee
Localization of Ocular Vessels with Context Sensitive Semantic Segmentation. BHI (2021)
Muhammad Zubair Khan, Yugyung Lee
Ocular Inspection to Prevent Vision Impairment Caused by Diabetic Retinopathy. ICICT (2021)
Muhammad Zubair Khan, Yugyung Lee
Screening Fundus Images to Extract Multiple Ocular Features: A Unified Modeling Approach. BHI (2021)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Yugyung Lee
TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks. IEEE BigData (2021)
Muhammad Zubair Khan, Yugyung Lee, Arslan Munir, Muazzam Ali Khan
Detecting Chronic Vascular Damage with Attention-Guided Neural System. BIBM (2021)
Sayed Khushal Shah, Zeenat Tariq, Jeehwan Lee, Yugyung Lee
Event-Driven Deep Learning for Edge Intelligence (EDL-EI). Sensors 21 (18) (2021)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md Yusuf Sarwar Uddin, Yugyung Lee
EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference. CoRR (2021)
Syed Jawad Hussain Shah, Ahmed Awad Albishri, Yugyung Lee
Deep Learning Framework For Internet Of Things For People With Disabilities. IEEE BigData (2021)
Duy H. Ho, Yugyung Lee
Big Data Analytics Framework for Predictive Analytics using Public Data with Privacy Preserving. IEEE BigData (2021)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Automatic Multimodal Heart Disease Classification using Phonocardiogram Signal. IEEE BigData (2020)
Mayanka Chandrashekar, Yugyung Lee
CRL: Class Representative Learning for Image Classification. CoRR (2020)
Vijaya Kumari Yeruva, Mayanka Chandrashekar, Yugyung Lee, Jeff Rydberg-Cox, Virginia Blanton, Nathan A. Oyler
Interpretation of Sentiment Analysis with Human-in-the-Loop. IEEE BigData (2020)
Somaieh Goudarzvand, Gharib Gharibi, Yugyung Lee
SCAT: Second Chance Autoencoder for Textual Data. CoRR (2020)
Mohamoud Ali, Yugyung Lee, Praveen Rao
Link Prediction for Temporally Consistent Networks. CoRR (2020)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Multimodal Lung Disease Classification using Deep Convolutional Neural Network. BIBM (2020)
Sayed Khushal Shah, Zeenat Tariq, Jeehwan Lee, Yugyung Lee
Real-Time Machine Learning for Air Quality and Environmental Noise Detection. IEEE BigData (2020)
Matthew Velazquez, Rajaram Anantharaman, Salma Velazquez, Yugyung Lee
RNN-Based Alzheimer's Disease Prediction from Prodromal Stage using Diffusion Tensor Imaging. BIBM (2019)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Lung Disease Classification using Deep Convolutional Neural Network. BIBM (2019)
Ahmed Awad Albishri, Syed Jawad Hussain Shah, Anthony Schmiedler, Seung Suk Kang, Yugyung Lee
Automated Human Claustrum Segmentation using Deep Learning Technologies. CoRR (2019)
Gharib Gharibi, Vijay Walunj, Rakan Alanazi, Sirisha Rella, Yugyung Lee
Automated Management of Deep Learning Experiments. DEEM@SIGMOD (2019)
Vijay Walunj, Gharib Gharibi, Duy H. Ho, Yugyung Lee
GraphEvo: Characterizing and Understanding Software Evolution using Call Graphs. IEEE BigData (2019)
Sayed Khushal Shah, Zeenat Tariq, Yugyung Lee
IoT based Urban Noise Monitoring in Deep Learning using Historical Reports. IEEE BigData (2019)
Vijaya Kumari Yeruva, Sidrah Junaid, Yugyung Lee
Contextual Word Embeddings and Topic Modeling in Healthy Dieting and Obesity. J. Heal. Informatics Res. 3 (2) (2019)
Ahmed Awad Albishri, Syed Jawad Hussain Shah, Yugyung Lee
CU-Net: Cascaded U-Net Model for Automated Liver and Lesion Segmentation and Summarization. BIBM (2019)
Duy H. Ho, Raj Marri, Sirisha Rella, Yugyung Lee
DeepLite: Real-Time Deep Learning Framework for Neighborhood Analysis. IEEE BigData (2019)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Speech Emotion Detection using IoT based Deep Learning for Health Care. IEEE BigData (2019)
Gharib Gharibi, Vijay Walunj, Sirisha Rella, Yugyung Lee
ModelKB: towards automated management of the modeling lifecycle in deep learning. RAISE@ICSE (2019)
Somaieh Goudarzvand, Jennifer L. St. Sauver, Michelle M. Mielke, Paul Y. Takahashi, Yugyung Lee, Sunghwan Sohn
Early temporal characteristics of elderly patient cognitive impairment in electronic health records. BMC Medical Informatics Decis. Mak. (4) (2019)
Gharib Gharibi, Rashmi Tripathi, Yugyung Lee
Code2graph: automatic generation of static call graphs for Python source code. ASE (2018)
Gharib Gharibi, Rakan Alanazi, Yugyung Lee
Automatic Hierarchical Clustering of Static Call Graphs for Program Comprehension. IEEE BigData (2018)
Sayed Khushal Shah, Zeenat Tariq, Yugyung Lee
Audio IoT Analytics for Home Automation Safety. IEEE BigData (2018)
Rajaram Anantharaman, Matthew Velazquez, Yugyung Lee
Utilizing Mask R-CNN for Detection and Segmentation of Oral Diseases. BIBM (2018)
Mayanka Chandrashekar, Yugyung Lee
MCDD: Multi-class Distribution Model for Large Scale Classification. IEEE BigData (2018)
Feichen Shen, Yugyung Lee
MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies. CoRR (2018)
Mohamoud Ali, Yugyung Lee
CRM Sales Prediction Using Continuous Time-Evolving Classification. AAAI (2018)
Mayanka Chandrashekar, Rohithkumar Nagulapati, Yugyung Lee
Ontology Mapping Framework with Feature Extraction and Semantic Embeddings. ICHI Workshops (2018)
Rohithkumar Nagulapati, Mayanka Chandrashekar, Yugyung Lee
Transformation from Publications to Diabetes Ontology using Topic-based Assertion Discovery. ICHI Workshops (2018)
Zeenat Tariq, Sayed Khushal Shah, Yugyung Lee
Smart 311 Request System with Automatic Noise Detection for Safe Neighborhood. ISC2 (2018)
Ye Wang, Paul Tosh, Jejung Lee, Yugyung Lee, Shawn Henderson, Sejun Song, Baek-Young Choi
An Interdisciplinary Educational Project Connecting Smart City Technology with Local Communities. ISC2 (2018)
Megha Nagabhushan, Rohithkumar Nagulapati, Mayanka Chandrashekar, Yugyung Lee
Constructing dynamic ontologies from biomedical publications. BIBM (2017)
Rajaram Anantharaman, Vidya Anantharaman, Yugyung Lee
Oro Vision: Deep Learning for Classifying Orofacial Diseases. ICHI (2017)
Ron Ayoub, Yugyung Lee
RUPEE: Scalable protein structure search using run position encoded residue descriptors. BIBM (2017)
Fahad Moiz, Walter D. Leon-Salas, Yugyung Lee, Reza Derakhshani
A Low Bit Rate Wearable Motion Sensing Platform for Gesture Classification. CBMS (2017)
Vijaya Kumari Yeruva, Sidrah Junaid, Yugyung Lee
Exploring social contextual influences on healthy eating using big data analytics. BIBM (2017)
Matthew Velazquez, Yugyung Lee
CVRT: Cognitive Visual Recognition Tracker. ICHI (2017)
Matthew Velazquez, Yugyung Lee
QA diagnostics with visual recognition tracking for accurate trending of Alzheimer's disease. BIBM (2017)
Mayanka Chandrashekar, Yugyung Lee
Visual Context Learning with Big Data Analytics. ICDM Workshops (2016)
Prakash Vaka, Feichen Shen, Mayanka Chandrashekar, Yugyung Lee
PEMAR: A pervasive middleware for activity recognition with smart phones. PerCom Workshops (2015)
Shuai Zhao, Mayanka Chandrashekar, Yugyung Lee, Deep Medhi
Real-time network anomaly detection system using machine learning. DRCN (2015)
Feichen Shen, Yugyung Lee
SAMAF: Situation aware mobile apps framework. PerCom Workshops (2015)
Feichen Shen, Hongfang Liu, Sunghwan Sohn, David W. Larson, Yugyung Lee
BmQGen: Biomedical query generator for knowledge discovery. BIBM (2015)
Zhiqiang Chen, Jianfei Chen, Feichen Shen, Yugyung Lee
Collaborative Mobile-Cloud Computing for Civil Infrastructure Condition Inspection. J. Comput. Civ. Eng. 29 (5) (2015)
Yugyung Lee, Alok Khemka, Gayathri Acharya, Namita Giri, Chi Lee
A cascade computer model for mocrobicide diffusivity from mucoadhesive formulations. BMC Bioinform. 16 (2015)
Sourish Dasgupta, Anoop Aroor, Feichen Shen, Yugyung Lee
SMARTSPACE: Multiagent Based Distributed Platform for Semantic Service Discovery. IEEE Trans. Syst. Man Cybern. Syst. 44 (7) (2014)
Feichen Shen, Dingcheng Li, Hongfang Liu, Yugyung Lee, Jyotishman Pathak, Christopher G. Chute, Cui Tao
Using semantic web technologies for quality measure phenotyping algorithm representation and automatic execution on EHR data. BHI (2014)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
STC: Semantic Taxonomical Clustering for Service Category Learning CoRR (2013)
Cory C. Beard, Zhiqiang Chen, Vijay Kumar, Yugyung Lee, W. Daniel Leon-Salas, Praveen Rao
SAVEUS: SAving Victims in Earthquakes through Unified Systems. Int. J. Commun. Networks Distributed Syst. 10 (4) (2013)
Yugyung Lee, Saranya Krishnamoorthy, Deendayal Dinakarpandian
A semantic framework for intelligent matchmaking for clinical trial eligibility criteria. ACM Trans. Intell. Syst. Technol. 4 (4) (2013)
Swati Soni, Yugyung Lee
E-SAVE: Saving energy by smart serves. WOWMOM (2012)
Yugyung Lee, Saurav Jana, Teja Mylavarapu, Deendayal Dinakarpandian, Dennis Owens
MindFlow: Intelligent Workflow for Clinical Trials in Mental Healthcare. HICSS (2012)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
Taxonomic Clustering and Query Matching for Efficient Service Discovery. ICWS (2011)
Yugyung Lee, Nikhilesh Katakam, Deendayal Dinakarpandian, Dennis Owens
VirtualMindTrial: Virtual Clinical Trials for Mental Healthcare. HICSS (2011)
Fahad Moiz, W. Daniel Leon-Salas, Yugyung Lee
A wearable motion tracker. BODYNETS (2010)
Heesu Im, Yugyung Lee, Saewoong Bahk
Incentive-Driven Content Distribution in Wireless Multimedia Service Networks. GLOBECOM (2010)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
Taxonomic clustering of web service for efficient discovery. CIKM (2010)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
CAOFES: an ontological framework for web service retrieval. CIKM (2009)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
Event Driven Service Composition for Pervasive Computing. PerCom (2009)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
An Abstraction Framework for Service Composition in Event-Driven SOA Systems. ICWS (2009)
Jongtack Kim, Yugyung Lee, Saewoong Bahk
SALSA: Super-Peer Assisted Live Streaming Architecture. ICC (2009)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
Event Semantics for Service Composition in Pervasive Computing. AAAI Spring Symposium: Intelligent Event Processing (2009)
Tuanjie Tong, Deendayal Dinakarpandian, Yugyung Lee
Literature Clustering using Citation Semantics. HICSS (2009)
Sourish Dasgupta, Satish Bhat, Yugyung Lee
SGPS: a semantic scheme for web service similarity. WWW (2009)

Yugyung Lee.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yugyung Lee