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Research Output 1996 2019

2019
1 Citation (Scopus)
Open Access
Network architecture
Energy utilization
Neural networks
Energy management systems
Smart meters
1 Citation (Scopus)

A short-term load forecasting scheme based on auto-encoder and random forest

Son, M., Moon, J., Jung, S. & Hwang, E. J., 2019 Jan 1, Applied Physics, System Science and Computers III - Proceedings of the 3rd International Conference on Applied Physics, System Science and Computers APSAC 2018. Croitoru, A., Ntalianis, K., Vachtsevanos, G. & Borne, P. (eds.). Springer Verlag, p. 138-144 7 p. (Lecture Notes in Electrical Engineering; vol. 574).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric loads
Learning algorithms
Learning systems
Feature extraction
Electric power utilization
5 Citations (Scopus)

Improving electric energy consumption prediction using CNN and Bi-LSTM

Le, T., Vo, M. T., Vo, B., Hwang, E., Rho, S. & Baik, S. W., 2019 Oct 1, In : Applied Sciences (Switzerland). 9, 20, 4237.

Research output: Contribution to journalArticle

Open Access
energy consumption
Energy utilization
Neural networks
predictions
electric power

Real-Time Facial Feature Extraction Scheme Using Cascaded Networks

Kim, H., Kim, H. & Hwang, E. J., 2019 Apr 1, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8679316. (2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Processing
Convolution
Neural networks
Experiments
8 Citations (Scopus)

Recurrent inception convolution neural network for multi short-term load forecasting

Kim, J., Moon, J., Hwang, E. J. & Kang, P., 2019 Jul 1, In : Energy and Buildings. 194, p. 328-341 14 p.

Research output: Contribution to journalArticle

Convolution
Recurrent neural networks
Electric load forecasting
Neural networks
Energy management systems
1 Citation (Scopus)

Skin aging estimation scheme based on lifestyle and dermoscopy image analysis

Rew, J., Choi, Y. H., Kim, H. & Hwang, E. J., 2019 Jan 1, In : Applied Sciences (Switzerland). 9, 6, 1228.

Research output: Contribution to journalArticle

Open Access
image analysis
Image analysis
Skin
Aging of materials
regression analysis

Video-based learning assistant scheme for sustainable education

Jung, S., Son, M., Kim, C. I., Rew, J. & Hwang, E., 2019 Jan 1, (Accepted/In press) In : New Review of Hypermedia and Multimedia.

Research output: Contribution to journalArticle

Textbooks
Education
Conveying
Information technology
Websites
2018

Abnormal Payment Transaction Detection Scheme Based on Scalable Architecture and Redis Cluster

Leea, T., Kim, Y. & Hwang, E. J., 2018 Sep 25, 2018 International Conference on Platform Technology and Service, PlatCon 2018. Institute of Electrical and Electronics Engineers Inc., 8472732

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Network architecture
Processing
Experiments
2 Citations (Scopus)

An automatic virtual makeup scheme based on personal color analysis

Park, J., Kim, H., Ji, S. & Hwang, E. J., 2018 Jan 5, Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, IMCOM 2018. Association for Computing Machinery, 63

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color
Skin
Cosmetics
Color matching

An educational video scoring scheme for level and topic-based recommendation

Ji, S., Kim, Y., Jung, S. & Hwang, E. J., 2018 Jan 5, Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, IMCOM 2018. Association for Computing Machinery, 12

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linguistics
Internet
Experiments
9 Citations (Scopus)

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

Moon, J., Kim, K. H., Kim, Y. & Hwang, E. J., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 219-226 8 p. 8367120

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric load forecasting
Electric loads
Predictive analytics
Time series
Electric power utilization
2 Citations (Scopus)
Education
learning
Semantics
semantics
education
Neural networks
2 Citations (Scopus)

Facial Landmark Extraction Scheme Based on Semantic Segmentation

Kim, H. J., Park, J., Kim, H. W. & Hwang, E. J., 2018 Sep 25, 2018 International Conference on Platform Technology and Service, PlatCon 2018. Institute of Electrical and Electronics Engineers Inc., 8472730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Edge detection
Image analysis
Learning systems
Luminance
8 Citations (Scopus)

Hybrid short-term load forecasting scheme using random forest and multilayer perceptron

Moon, J., Kim, Y., Son, M. & Hwang, E. J., 2018 Dec 1, In : Energies. 11, 12, 3283.

Research output: Contribution to journalArticle

Short-term Load Forecasting
Random Forest
Multilayer neural networks
Perceptron
Multilayer
1 Citation (Scopus)

IoT-based personalized NIE content recommendation system

Kim, Y., Jung, S., Ji, S., Hwang, E. J. & Rho, S., 2018 Jan 17, (Accepted/In press) In : Multimedia Tools and Applications. p. 1-35 35 p.

Research output: Contribution to journalArticle

Recommender systems
Education
Mobile devices
Agriculture
Servers
2 Citations (Scopus)

Real-time car tracking system based on surveillance videos

Jung, S., Kim, Y. & Hwang, E. J., 2018 Dec 1, In : Eurasip Journal on Image and Video Processing. 2018, 1, 133.

Research output: Contribution to journalArticle

Railroad cars
Closed circuit television systems
Managers
Cameras
Processing

Real-time shape tracking of facial landmarks

Kim, H., Kim, H. W. & Hwang, E. J., 2018 Jan 1, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Semantics
Experiments
Deep learning
2 Citations (Scopus)

Robust facial landmark extraction scheme using multiple convolutional neural networks

Kim, H., Park, J., Kim, H. W., Hwang, E. J. & Rho, S., 2018 Jan 1, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Neural networks
Edge detection
Image analysis
Learning systems
Luminance
1 Citation (Scopus)

Semantic Enrichment of Twitter News for Differentiated STEAM Education

Kim, Y., Ji, S., Jung, S., Moon, J. & Hwang, E. J., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 487-490 4 p. 8367158

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Education
Semantics
News
Twitter
2017
2 Citations (Scopus)

Evaluation of Hair and Scalp Condition Based on Microscopy Image Analysis

Kim, H., Kim, W., Rew, J., Park, J., Hwang, E. J. & Rho, S., 2017 Mar 20, 2017 International Conference on Platform Technology and Service, PlatCon 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7883708

Research output: Chapter in Book/Report/Conference proceedingConference contribution

health care services
Image analysis
Microscopic examination
monitoring
Health care
9 Citations (Scopus)

Forecasting power consumption for higher educational institutions based on machine learning

Moon, J., Park, J., Hwang, E. J. & Jun, S., 2017 Mar 29, (Accepted/In press) In : Journal of Supercomputing. p. 1-23 23 p.

Research output: Contribution to journalArticle

Power Consumption
Electric loads
Learning systems
Forecasting
Machine Learning
1 Citation (Scopus)

Monitoring skin condition using life activities on the SNS user documents

Rew, J., Hwang, E. J., Choi, Y. H. & Rho, S., 2017 Apr 22, (Accepted/In press) In : Multimedia Tools and Applications. p. 1-21 21 p.

Research output: Contribution to journalArticle

Skin
Monitoring
Servers
Skin care products
Bulletin boards
2016
1 Citation (Scopus)

Power consumption analysis of priority-based service differentiation scheme for LR-WPANs

Kim, M. & Hwang, E. J., 2016 Jun 2, In : International Journal of Electronics. 103, 6, p. 1018-1028 11 p.

Research output: Contribution to journalArticle

Carrier sense multiple access
Collision avoidance
Electric power utilization
Markov processes
Sensor networks
1 Citation (Scopus)

Scenario based dynamic content management system for e-learning environment

Lee, K., Rho, S. & Hwang, E. J., 2016 May 17, Proceedings - IEEE 30th International Conference on Advanced Information Networking and Applications Workshops, WAINA 2016. Institute of Electrical and Electronics Engineers Inc., p. 183-186 4 p. 7471195

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Environment
Electronic Learning
Scenarios
Edutainment
Customization
1 Citation (Scopus)

Skin microrelief profiles as a cutaneous aging index

Kim, D. H., Rhyu, Y. S., Ahn, H. H., Hwang, E. J. & Uhm, C. S., 2016 Oct 1, In : Microscopy (Oxford, England). 65, 5, p. 407-414 8 p.

Research output: Contribution to journalArticle

Skin Aging
silicones
Silicones
replicas
Skin
4 Citations (Scopus)

Twitter News in Education Platform for Collaborative Learning

Kim, Y., Na, B., Park, J., Rho, S. & Hwang, E. J., 2016 Apr 19, 2016 International Conference on Platform Technology and Service, PlatCon 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7456835

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Education
Visualization
Experiments
1 Citation (Scopus)

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

Kim, Y., Hwang, E. J. & Rho, S., 2016 Jun 13, (Accepted/In press) In : Journal of Supercomputing. p. 1-19 19 p.

Research output: Contribution to journalArticle

Education
Visualization
Prototype
Collaborative Learning
Evaluate
2015
6 Citations (Scopus)

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

Kim, M., Hwang, E. J. & Kim, J. N., 2015 Dec 22, (Accepted/In press) In : Wireless Networks. p. 1-15 15 p.

Research output: Contribution to journalArticle

Personal communication systems
Millimeter waves
Antennas
Communication
Probability density function
11 Citations (Scopus)

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

Kim, D., Rho, S., Jun, S. & Hwang, E. J., 2015, In : Integrated Computer-Aided Engineering. 22, 2, p. 201-213 13 p.

Research output: Contribution to journalArticle

Landmarks
Indexing
Repository
Global positioning system
Image classification
2014
1 Citation (Scopus)

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

Choi, Y. H., Kim, D., Rho, S. & Hwang, E. J., 2014 Jan 1, In : Multimedia Tools and Applications. 71, 1, p. 263-278 16 p.

Research output: Contribution to journalArticle

Steganography
Gateways (computer networks)
Shopping centers
Data fusion
Marketing
2 Citations (Scopus)

Evaluating skin hereditary traits based on daily activities

Rew, J., Choi, Y. H., Kim, D., Rho, S. & Hwang, E. J., 2014, Lecture Notes in Electrical Engineering. Springer Verlag, Vol. 301. p. 261-270 10 p. (Lecture Notes in Electrical Engineering; vol. 301).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Skin
Aging of materials
Textures
Pollution

Geographical region mapping scheme based on musical preferences

Jun, S., Rho, S. & Hwang, E. J., 2014 Jan 1, p. 519-524. 6 p.

Research output: Contribution to conferencePaper

Geographical regions
Musical Preference
Music
12 Citations (Scopus)

Hashtag recommendation based on user tweet and hashtag classification on twitter

Jeon, M., Jun, S. & Hwang, E. J., 2014 Jan 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8597. p. 325-336 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8597).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata
Recommendations
Classifiers
Experiments
Bayes Classifier
5 Citations (Scopus)

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

Kim, D., Hwang, E. J. & Rho, S., 2014 Jan 1, In : Security and Communication Networks. 7, 10, p. 1517-1527 11 p.

Research output: Contribution to journalArticle

Cameras
Experiments
13 Citations (Scopus)

Skin texture aging trend analysis using dermoscopy images

Choi, Y. H., Kim, D., Hwang, E. J. & Kim, B. J., 2014 Jan 1, In : Skin Research and Technology. 20, 4, p. 486-497 12 p.

Research output: Contribution to journalArticle

Dermoscopy
Skin Aging
Skin
Linear Models
Neck
2 Citations (Scopus)

SNS-based issue detection and related news summarization scheme

Kim, D., Kim, D., Kim, S., Jo, M. & Hwang, E. J., 2014 Jan 1, Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2014. Association for Computing Machinery, 114

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet
Experiments
3 Citations (Scopus)

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

Jun, S., Kim, D., Jeon, M., Rho, S. & Hwang, E. J., 2014 Apr 26, In : Journal of Supercomputing. 71, 6, p. 1933-1954 22 p.

Research output: Contribution to journalArticle

Social Network Analysis
Electric network analysis
Music
Recommendations
Statistical methods
2 Citations (Scopus)

TrendsSummary: A platform for retrieving and summarizing trendy multimedia contents

Kim, D., Kim, D., Jun, S., Rho, S. & Hwang, E. J., 2014 Jan 1, In : Multimedia Tools and Applications. 73, 2, p. 857-872 16 p.

Research output: Contribution to journalArticle

Smartphones
Recommender systems
Syntactics
Websites
Classifiers
1 Citation (Scopus)

Web-Age Information Management: WAIM 2014 International Workshops: BigEM, HardBD, DaNoS, HRSUNE, BIDASYS Macau, China, June 16–18, 2014 Revised Selected Papers

Chen, Y., Balke, W. T., Xu, J., Xu, W., Jin, P., Lin, X., Tang, T. & Hwang, E. J., 2014 Jan 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8597. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8597).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Management
Information management
China
2013
5 Citations (Scopus)

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

Kim, D., Kim, D., Hwang, E. J. & Choi, H. G., 2013 Dec 1, In : New Review of Hypermedia and Multimedia. 19, 3-4, p. 259-272 14 p.

Research output: Contribution to journalArticle

Light trailers
Metadata
Experiments
12 Citations (Scopus)

Detecting trend and bursty keywords using characteristics of Twitter stream data

Kim, D., Kim, D., Rho, S. & Hwang, E. J., 2013 Apr 16, In : International Journal of Smart Home. 7, 1, p. 209-220 12 p.

Research output: Contribution to journalArticle

Mobile devices
Experiments
6 Citations (Scopus)

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

Rho, S., Song, S., Nam, Y., Hwang, E. J. & Kim, M., 2013 Jan 1, In : Multimedia Tools and Applications. 65, 2, p. 259-282 24 p.

Research output: Contribution to journalArticle

Computer music
Semantic Web
Ontology
Feature extraction
Innovation
2 Citations (Scopus)

Music segmentation and summarization based on self-similarity matrix

Jun, S. & Hwang, E. J., 2013 Apr 10, Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013. 82

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Experiments
5 Citations (Scopus)

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

Jun, S., Rho, S. & Hwang, E. J., 2013 Jan 1, In : Multimedia Tools and Applications. 74, 1, p. 287-302 16 p.

Research output: Contribution to journalArticle

Information retrieval
Acoustics
Experiments
10 Citations (Scopus)

Skin feature extraction and processing model for statistical skin age estimation

Choi, Y. H., Tak, Y. S., Rho, S. & Hwang, E. J., 2013 May 1, In : Multimedia Tools and Applications. 64, 2, p. 227-247 21 p.

Research output: Contribution to journalArticle

Feature extraction
Skin
Processing
Skin care products
Medicine

SmartRadio: Cloning Internet radio broadcasting stations

Jun, S. & Hwang, E. J., 2013 Apr 1, In : Information (Japan). 16, 4, p. 2701-2709 9 p.

Research output: Contribution to journalArticle

Radio broadcasting
Radio stations
Cloning
Computer music
Internet

SNS trend-based TV program recommendation scheme

Kim, D., Kim, D., Rho, S. & Hwang, E. J., 2013 Nov 29, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618240

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Broadcasting
Customer satisfaction
9 Citations (Scopus)

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

Kim, D., Kim, D., Hwang, E. J. & Rho, S., 2013 Jan 1, In : Multimedia Systems. 21, 1, p. 73-86 14 p.

Research output: Contribution to journalArticle

Servers
Metadata
Processing
Mobile devices
Global positioning system
2012

A new method for evaluating postacne scarring

Lee, J. W., Kim, B. J., Kim, M. N., Choi, Y. H., Kim, K. & Hwang, E. J., 2012 Aug 1, In : Skin Research and Technology. 18, 3, p. 384-385 2 p.

Research output: Contribution to journalArticle

Computer Assisted Image Interpretation
Automated Pattern Recognition
Dermoscopy
Photography
Acne Vulgaris