Eenjun Hwang

J. Signal Process. Syst., March, 2023

Domain Hybrid Day-Ahead Solar Radiation Forecasting Scheme.

[BibT_eX]

[DOI]

Remote. Sens., March, 2023

DualDiscWaveGAN-Based Data Augmentation Scheme for Animal Sound Classification.

[BibT_eX]

[DOI]

Sensors, February, 2023

Model-agnostic meta-learning-based region-adaptive parameter adjustment scheme for influenza forecasting.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., January, 2023

Instance segmentation-based review photo validation scheme.

[BibT_eX]

[DOI]

J. Supercomput., 2023

Enhancing Image Representation in Conditional Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

Two-stage person re-identification scheme using cross-input neighborhood differences.

[BibT_eX]

[DOI]

J. Supercomput., 2022

Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

VAPER: A deep learning model for explainable probabilistic regression.

[BibT_eX]

[DOI]

J. Comput. Sci., 2022

Cartoon-Flow: A Flow-Based Generative Adversarial Network for Arbitrary-Style Photo Cartoonization.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Human System Interaction, 2022

Face De-identification Scheme Using Landmark-Based Inpainting.

[BibT_eX]

[DOI]

Hyeonwoo Kim

Junsuk Lee

Proceedings of the 15th International Conference on Human System Interaction, 2022

A Cross-age Kinship Verification Scheme Using Face Age Transfer Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

Manipulating Neural Network Block for Robust Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing.

[BibT_eX]

[DOI]

J. Supercomput., 2021

Sliding window-based LightGBM model for electric load forecasting using anomaly repair.

[BibT_eX]

[DOI]

J. Supercomput., 2021

Mid-term electricity load prediction using CNN and Bi-LSTM.

[BibT_eX]

[DOI]

J. Supercomput., 2021

A Two-Stage Multistep-Ahead Electricity Load Forecasting Scheme Based on LightGBM and Attention-BiLSTM.

[BibT_eX]

[DOI]

Jinwoong Park

Sensors, 2021

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting.

[BibT_eX]

[DOI]

Sensors, 2021

A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks.

[BibT_eX]

[DOI]

Jehyeok Rew

Yongjang Cho

Remote. Sens., 2021

2020

Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building.

[BibT_eX]

[DOI]

Sensors, 2020

Simplified Fréchet Distance for Generative Adversarial Nets.

[BibT_eX]

[DOI]

Sensors, 2020

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.

[BibT_eX]

[DOI]

Sensors, 2020

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Multistep-Ahead Solar Radiation Forecasting Scheme Based on the Light Gradient Boosting Machine: A Case Study of Jeju Island.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Real-time shape tracking of facial landmarks.

[BibT_eX]

[DOI]

Hyungjoon Kim

Hyeonwoo Kim

Multim. Tools Appl., 2020

Animal Sounds Classification Scheme Based on Multi-Feature Network with Mixed Datasets.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2020

Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting.

[BibT_eX]

[DOI]

IEEE Access, 2020

FLSNet: Robust Facial Landmark Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Person Re-Identification in Movies/Dramas.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Explainable Anomaly Detection for District Heating Based on Shapley Additive Explanations.

[BibT_eX]

[DOI]

Sungwoo Park

Jihoon Moon

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

BCGAN-Based Over-Sampling Scheme for Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

Animal Movement Prediction Based on Predictive Recurrent Neural Network.

[BibT_eX]

[DOI]

Sensors, 2019

Video-based learning assistant scheme for sustainable education.

[BibT_eX]

[DOI]

New Rev. Hypermedia Multim., 2019

Correction to: Robust facial landmark extraction scheme using multiple convolutional neural networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Robust facial landmark extraction scheme using multiple convolutional neural networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

IoT-based personalized NIE content recommendation system.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

A comparative analysis of artificial neural network architectures for building energy consumption forecasting.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2019

Real-Time Facial Feature Extraction Scheme Using Cascaded Networks.

[BibT_eX]

[DOI]

Hyeonwoo Kim

Hyungjoon Kim

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018

Forecasting power consumption for higher educational institutions based on machine learning.

[BibT_eX]

[DOI]

J. Supercomput., 2018

Twitter news-in-education platform for social, collaborative, and flipped learning.

[BibT_eX]

[DOI]

Yongsung Kim

J. Supercomput., 2018

Monitoring skin condition using life activities on the SNS user documents.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Real-time car tracking system based on surveillance videos.

[BibT_eX]

[DOI]

Seungwon Jung

Yongsung Kim

EURASIP J. Image Video Process., 2018

An Automatic Virtual Makeup Scheme Based on Personal Color Analysis.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

An Educational Video Scoring Scheme for Level and Topic-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

A Short-Term Electric Load Forecasting Scheme Using 2-Stage Predictive Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Semantic Enrichment of Twitter News for Differentiated STEAM Education.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

Analysis of eavesdropping attack in mmWave-based WPANs with directional antennas.

[BibT_eX]

[DOI]

Meejoung Kim

Jeong-Nyeo Kim

Wirel. Networks, 2017

2016

Scenario Based Dynamic Content Management System for e-Learning Environment.

[BibT_eX]

[DOI]

Keonsoo Lee

Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

2015

Social mix: automatic music recommendation and mixing scheme based on social network analysis.

[BibT_eX]

[DOI]

J. Supercomput., 2015

Music structure analysis using self-similarity matrix and two-stage categorization.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

TwitterTrends: a spatio-temporal trend detection and related keywords recommendation scheme.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Classification and indexing scheme of large-scale image repository for spatio-temporal landmark recognition.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2015

2014

Multi-camera-based security log management scheme for smart surveillance.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2014

TrendsSummary: a platform for retrieving and summarizing trendy multimedia contents.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Converting image to a gateway to an information portal for digital signage.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Hashtag Recommendation Based on User Tweet and Hashtag Classification on Twitter.

[BibT_eX]

[DOI]

Mina Jeon

Proceedings of the Web-Age Information Management, 2014

Geographical Region Mapping Scheme Based on Musical Preferences.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

SNS-based issue detection and related news summarization scheme.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Evaluating Skin Hereditary Traits Based on Daily Activities.

[BibT_eX]

[DOI]

Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

2013

A user opinion and metadata mining scheme for predicting box office performance of movies in the social network environment.

[BibT_eX]

[DOI]

New Rev. Hypermedia Multim., 2013

Implementing situation-aware and user-adaptive music recommendation service in semantic web and real-time multimedia computing environment.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2013

Skin feature extraction and processing model for statistical skin age estimation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2013

Music segmentation and summarization based on self-similarity matrix.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

SNS trend-based TV program recommendation scheme.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Tertiary hash tree-based index structure for high dimensional multimedia data.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2012

Hierarchical querying scheme of human motions for smart home environment.

[BibT_eX]

[DOI]

Jongik Kim

Eng. Appl. Artif. Intell., 2012

Local feature-based multi-object recognition scheme for surveillance.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2012

Location-Based Large-Scale Landmark Image Recognition Scheme for Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Third FTRA International Conference on Mobile, 2012

2011

Motion Sequence-Based Human Abnormality Detection Scheme for Smart Spaces.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2011

M-MUSICS: an intelligent mobile music retrieval system.

[BibT_eX]

[DOI]

Jong Hyuk Park

Multim. Syst., 2011

A shape-based camera angle-invariant retrieval scheme for 3D objects.

[BibT_eX]

[DOI]

Int. J. Intell. Syst. Technol. Appl., 2011

Accurate Wrinkle Representation Scheme for Skin Age Estimation.

[BibT_eX]

[DOI]

Proceedings of the 5th FTRA International Conference on Multimedia and Ubiquitous Engineering, 2011

2010

Shape-based indexing scheme for camera view invariant 3-D object retrieval.

[BibT_eX]

[DOI]

Hyoung Joong Kim

Multim. Tools Appl., 2010

Music emotion classification and context-based music recommendation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

A Border Line-Based Pruning Scheme for Shortest Path Computations.

[BibT_eX]

[DOI]

Daejin Moon

KSII Trans. Internet Inf. Syst., 2010

Music Retrieval and Recommendation Scheme Based on Varying Mood Sequences.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2010

Tertiary Hash Tree: Indexing Structure for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classification-Based Skin Aging Analysis Scheme.

[BibT_eX]

[DOI]

Young-Hwan Choi

Kyungrok Kim

Proceedings of the Advances in Web Technologies and Applications, 2010

2009

Content-based scene segmentation scheme for efficient multimedia information retrieval.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2009

COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

SVR-based music mood classification and context-based music recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

SMERS: Music Emotion Recognition Using Support Vector Regression.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Wrinkle feature-based skin age estimation scheme.

[BibT_eX]

[DOI]

Kyungrok Kim

Young-Hwan Choi

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Environmental sound classification based on feature collaboration.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Music Ontology for Mood and Situation Reasoning to Support Music Retrieval and Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on the Digital Society (ICDS 2009), 2009

A Similar Music Retrieval Scheme Based on Musical Mood Variation.

[BibT_eX]

[DOI]

Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

2008

MUSEMBLE: A novel music retrieval system with automatic voice query transcription and reformulation.

[BibT_eX]

[DOI]

J. Syst. Softw., 2008

Utilizing venation features for efficient leaf image retrieval.

[BibT_eX]

[DOI]

J. Syst. Softw., 2008

Pruning and Matching Scheme for Rotation Invariant Leaf Image Retrieval.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2008

A similarity-based leaf image retrieval scheme: Joining shape and venation features.

[BibT_eX]

[DOI]

Dongyoon Kim

Comput. Vis. Image Underst., 2008

An interactive aquatic plant encyclopedia at your fingertips.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

A Voronoi-Based Hybrid Navigation System for Road Network Database.

[BibT_eX]

[DOI]

Proceedings of the ALPIT 2008, 2008

An indexing scheme for efficient camera angle invariant image retrieval.

[BibT_eX]

[DOI]

Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007

Voice Query Transcription and Expansion Scheme for Efficient Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Music Information Retrieval Using a GA-based Relevance Feedback.

[BibT_eX]

[DOI]

Minkoo Kim

Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

An Efficient Voice Transcription Scheme for Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

M-MUSICS: mobile content-based music retrieval system.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

An Adaptation Framework for QBH-Based Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

MUSEMBLE: A Music Retrieval System Based on Learning Environment.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Implementation of QoS-Aware Dynamic Multimedia Content Adaptation System.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2007

Implementation of an Aquatic Plant Information Bank.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006

FMF: Query adaptive melody retrieval system.

[BibT_eX]

[DOI]

J. Syst. Softw., 2006

Efficient Image Retrieval Based on Minimal Spatial Relationships.

[BibT_eX]

[DOI]

Jung-Geun Han

J. Inf. Sci. Eng., 2006

A Venation-Based Leaf Image Classification Scheme.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2006

An Exhibition Reminiscent System for Ubiquitous Environment.

[BibT_eX]

[DOI]

JeongWon Cho

Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005

Adaptive Multimedia Content Delivery in Ubiquitous Environments.

[BibT_eX]

[DOI]

JeongWon Cho

Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005

A Shape-Based Retrieval Scheme for Leaf Images.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2005

<i>m</i>CLOVER: mobile content-based leaf image retrieval system.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Conference on Multimedia, 2005

An Implementation of QoS Adaptive Multimedia Content Delivery.

[BibT_eX]

Minkoo Kim

Proceedings of the Ninth IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA 2005), 2005

Automatic Voice Query Transformation for Query-by-Humming Systems.

[BibT_eX]

Proceedings of the Ninth IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA 2005), 2005

ELIS: An Efficient Leaf Image Retrieval System.

[BibT_eX]

[DOI]

Kwangjun Byeon

Proceedings of the Pattern Recognition and Image Analysis, 2005

CLOVER: A Mobile Content-Based Leaf Image Retrieval System.

[BibT_eX]

[DOI]

Dongyoon Kim

Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

2004

Real-Time Transcoding of MPEG Videos in a Distributed Environment.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Computing: Applications and Technologies, 2004

A Flexible Privilege Management Scheme for Role Graph Model.

[BibT_eX]

[DOI]

Youna Jung

Proceedings of the Applied Parallel Computing, 2004

Video Scene Determination Using Audiovisual Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004

XCRAB: A Content and Annotation-Based Multimedia Indexing and Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2004

Using 3D Spatial Relationships for Image Retrieval by XML Annotation.

[BibT_eX]

[DOI]

YangKyoo Lee

Proceedings of the Computational Science and Its Applications, 2004

A Scheme for Personalized Bookmark Services in a Mobile Agent Environment.

[BibT_eX]

Sohryun Shin

Proceedings of the International Conference on Internet Computing, 2004

2003

Application-Layer Protocol for Collaborative Multimedia Presentations.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2003

Unified Read Requests.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2003

News Messenger for Personalized News Services.

[BibT_eX]

Woncheol Kim

Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003

Reducing Spatial Relationships for Efficient Image Retrieval.

[BibT_eX]

[DOI]

Sieun Lee

Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Web Surfing Assistant for Improving Web Accessibility.

[BibT_eX]

Sieun Lee

Proceedings of the International Conference on Internet Computing, 2003

Parallel Parsing of MPEG Video in Heterogeneous Distributed Environment.

[BibT_eX]

[DOI]

Proceedings of the High Speed Networks and Multimedia Communications, 2003

Reorganizing News Web Pages for Mobile Users.

[BibT_eX]

[DOI]

Woncheol Kim

Wonil Kim

Proceedings of the Progress in Artificial Intelligence, 2003

Automatically Customizing Service Pages on the Web for Mobile Devices.

[BibT_eX]

[DOI]

Yeonghyo Jeon

Proceedings of the Databases in Networked Information Systems, 2003

FMF(Fast Melody Finder): A Web-Based Music Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the Computer Music Modeling and Retrieval, International Symposium, 2003

Reduction Scheme of Spatial Relationship for Efficient Image Retrieval System.

[BibT_eX]

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

ASPerson: Agent System for Personalizing Web Contents over Wireless Connection.

[BibT_eX]

[DOI]

Woncheol Kim

Wonil Kim

Proceedings of the Current Topics in Artificial Intelligence, 2003

Sports Image Classification through Bayesian Classifier.

[BibT_eX]

[DOI]

Youna Jung

Wonil Kim

Proceedings of the Current Topics in Artificial Intelligence, 2003

2002

Presentation Planning for Distributed VoD Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2002

Measurement-based multi-call voice frame grouping in Internet telephony.

[BibT_eX]

[DOI]

Hyogon Kim

Inhye Kang

IEEE Commun. Lett., 2002

Spatial Similarity and Annotation-based Image Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the 4th International Symposium on Multimedia Software Engineering, 2002

Popularity-adaptive index scheme for fast music retrieval.

[BibT_eX]

[DOI]

Dongmoon Park

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

PageMap: Summarizing Web Pages for Small Display Devices.

[BibT_eX]

Dongrhee Song

Proceedings of the International Conference on Internet Computing, 2002

Fast Humming-based Music Retrieval Scheme.

[BibT_eX]

Dongmoon Park

Proceedings of the International Conference on Internet Computing, 2002

XVIDEO: XML-based Video Annotation and Retrieval.

[BibT_eX]

Proceedings of the International Conference on Internet Computing, 2002

2001

Automatic XML Conversion of Web Pages with Common Pattern.

[BibT_eX]

Keumyong Oh

Dongmoon Park

Proceedings of the International Conference on Internet Computing, 2001

2000

Protocol for Collaborative Multimedia Presentations.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1998

Handling Updates and Crashes in VoD Systems.

[BibT_eX]

[DOI]

Kemal Ihsan Kilic

Multim. Tools Appl., 1998

An Event-Based Model for Continous Media Data on Heterogeneous Disk Servers.

[BibT_eX]

[DOI]

K. Selçuk Candan

Multim. Syst., 1998

Distributed Video Presentations.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Data Engineering, 1998

1996

Querying Video Libraries<sup>*</sup>.

[BibT_eX]

[DOI]