• 956 Citations
  • 14 h-Index
19962020

Research output per year

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Research Output

2020

A two-stage industrial load forecasting scheme for day-ahead combined cooling, heating and power scheduling

Park, S., Moon, J., Jung, S., Rho, S., Baik, S. W. & Hwang, E., 2020 Jan 1, In : Energies. 13, 2, 443.

Research output: Contribution to journalArticle

Open Access

Augmented EMTCNN: A fast and accurate facial landmark detection network

Kim, H. W., Kim, H. J., Rho, S. & Hwang, E., 2020 Apr 1, In : Applied Sciences (Switzerland). 10, 7, 2253.

Research output: Contribution to journalArticle

Open Access

Bagging ensemble of multilayer perceptrons for missing electricity consumption data imputation

Jung, S., Moon, J., Park, S., Rho, S., Baik, S. W. & Hwang, E., 2020 Mar 2, In : Sensors (Switzerland). 20, 6, 1772.

Research output: Contribution to journalArticle

Open Access

Combination of short-term load forecasting models based on a stacking ensemble approach

Moon, J., Jung, S., Rew, J., Rho, S. & Hwang, E., 2020 Jun 1, In : Energy and Buildings. 216, 109921.

Research output: Contribution to journalArticle

Simplified fréchet distance for generative adversarial nets

Kim, C. I., Kim, M., Jung, S. & Hwang, E., 2020 Mar 2, In : Sensors (Switzerland). 20, 6, 1548.

Research output: Contribution to journalArticle

Open Access

Solving the cold-start problem in short-term load forecasting using tree-based methods

Moon, J., Kim, J., Kang, P. & Hwang, E., 2020 Jan 1, In : Energies. 13, 4, 886.

Research output: Contribution to journalArticle

Open Access
2019

2-Stage Electric Load Forecasting Scheme for Day-Ahead CCHP Scheduling

Park, S., Moon, J. & Hwang, E., 2019 Jul, 2019 IEEE 13th International Conference on Power Electronics and Drive Systems, PEDS 2019. Institute of Electrical and Electronics Engineers Inc., 8998960. (Proceedings of the International Conference on Power Electronics and Drive Systems; vol. 2019-July).

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

3 Citations (Scopus)
Open Access
3 Citations (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

4 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
9 Citations (Scopus)

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

1 Citation (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

14 Citations (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
2 Citations (Scopus)

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

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

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

2 Citations (Scopus)

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

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

15 Citations (Scopus)
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

4 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

13 Citations (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

1 Citation (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

5 Citations (Scopus)

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

1 Citation (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

3 Citations (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

1 Citation (Scopus)
2017

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

3 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

12 Citations (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

2 Citations (Scopus)
2016

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

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

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

1 Citation (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

4 Citations (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

1 Citation (Scopus)
2015

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

6 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

12 Citations (Scopus)
2014

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

1 Citation (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

3 Citations (Scopus)

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

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

12 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

5 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

13 Citations (Scopus)

SNS-based issue detection and related news summarization scheme

Kim, D., Kim, D., Kim, S., Jo, M. & Hwang, E., 2014 Jan 1.

Research output: Contribution to conferencePaper

2 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

3 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

2 Citations (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

1 Citation (Scopus)
2013

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

5 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

12 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

6 Citations (Scopus)