• 983 Citations
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19962020

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Article
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
2 Citations (Scopus)

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

1 Citation (Scopus)

Habitat suitability estimation using a two-stage ensemble approach

Rew, J., Cho, Y., Moon, J. & Hwang, E., 2020 May 1, In : Remote Sensing. 12, 9, 1475.

Research output: Contribution to journalArticle

Open Access

Multiple electric energy consumption forecasting using a cluster-based strategy for transfer learning in smart building

Le, T., Vo, M. T., Kieu, T., Hwang, E., Rho, S. & Baik, S. W., 2020 May 1, In : Sensors (Switzerland). 20, 9, 2668.

Research output: Contribution to journalArticle

Open Access

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
1 Citation (Scopus)

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
1 Citation (Scopus)
2019
Open Access
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
11 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

18 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
4 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
2 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

14 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)
2017

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

14 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)

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 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

3 Citations (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)

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)

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)
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)

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

5 Citations (Scopus)

Skin feature extraction and processing model for statistical skin age estimation

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

Research output: Contribution to journalArticle

10 Citations (Scopus)

SmartRadio: Cloning Internet radio broadcasting stations

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

Research output: Contribution to journalArticle

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

9 Citations (Scopus)
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

Hierarchical querying scheme of human motions for smart home environment

Tak, Y. S., Kim, J. & Hwang, E. J., 2012 Oct 1, In : Engineering Applications of Artificial Intelligence. 25, 7, p. 1301-1312 12 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Local feature-based multi-object recognition scheme for surveillance

Kim, D., Rho, S. & Hwang, E. J., 2012 Oct 1, In : Engineering Applications of Artificial Intelligence. 25, 7, p. 1373-1380 8 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Multiple pass ultrasound tightening of skin laxity of the lower face and neck

Lee, H. S., Jang, W. S., Cha, Y. J., Choi, Y. H., Tak, Y., Hwang, E., Kim, B. J. & Kim, M. N., 2012 Jan 1, In : Dermatologic Surgery. 38, 1, p. 20-27 8 p.

Research output: Contribution to journalArticle

68 Citations (Scopus)

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

Tak, Y. S., Rho, S., Hwang, E. & Lee, H., 2012 Nov 1, In : Multimedia Tools and Applications. 61, 1, p. 51-68 18 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2011

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

Tak, Y. S. & Hwang, E., 2011 Mar 1, In : International Journal of Intelligent Systems Technologies and Applications. 10, 2, p. 171-188 18 p.

Research output: Contribution to journalArticle

M-MUSICS: An intelligent mobile music retrieval system

Rho, S., Hwang, E. J. & Park, J. H., 2011 Jul 1, In : Multimedia Systems. 17, 4, p. 313-326 14 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Motion sequence-based human abnormality detection scheme for smart spaces

Tak, Y. S., Rho, S. & Hwang, E. J., 2011 Oct 1, In : Wireless Personal Communications. 60, 3, p. 507-519 13 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2010

A border line-based pruning scheme for shortest path computations

Park, J., Moon, D. & Hwang, E. J., 2010 Oct 1, In : KSII Transactions on Internet and Information Systems. 4, 5, p. 939-955 17 p.

Research output: Contribution to journalArticle

A threshold adaptation based voice query transcription scheme for music retrieval

Han, B. J., Rho, S. & Hwang, E., 2010 Feb 1, In : Transactions of the Korean Institute of Electrical Engineers. 59, 2, p. 445-451 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Combining shape and sift features for 3-D object detection and pose estimation

Tak, Y. S. & Hwang, E., 2010 Feb 1, In : Transactions of the Korean Institute of Electrical Engineers. 59, 2, p. 429-435 7 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)