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Research Output 1996 2019

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Conference contribution
2019
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

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
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)

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
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
2016
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
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
2014
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
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
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
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
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

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
2012
5 Citations (Scopus)

Location-based large-scale landmark image recognition scheme for mobile Devices

Kim, D., Hwang, E. J. & Rho, S., 2012 Nov 1, Proceedings - 2012 3rd FTRA International Conference on Mobile, Ubiquitous, and Intelligent Computing, MUSIC 2012. p. 47-52 6 p. 6305823

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

Image recognition
Mobile devices
Servers
Global positioning system
Statistical methods
2011
1 Citation (Scopus)

3D object retrieval and pose estimation for a single-view query image in a mobile environment

Tak, Y. S. & Hwang, E. J., 2011 Dec 1, MMEDIA - International Conferences on Advances in Multimedia. p. 62-67 6 p.

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

Mobile devices
Servers
Cameras
Mathematical transformations
Experiments
2 Citations (Scopus)

Accurate wrinkle representation scheme for skin age estimation

Choi, Y. H., Tak, Y. S., Rho, S. & Hwang, E. J., 2011 Sep 14, Proceedings of the 2011 5th FTRA International Conference on Multimedia and Ubiquitous Engineering, MUE 2011. p. 226-231 6 p. 5992194

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

Skin
Watersheds
Aging of materials
Pixels
Experiments
2010
2 Citations (Scopus)

Classification-based skin aging analysis scheme

Choi, Y. H., Kim, K. & Hwang, E. J., 2010 Jul 9, Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010. p. 347-349 3 p. 5474117

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

Skin
Aging of materials
Support vector machines
Medical problems
Elasticity
1 Citation (Scopus)

Tertiary hash tree: Indexing structure for content-based image retrieval

Tak, Y. S. & Hwang, E. J., 2010 Nov 18, Proceedings - International Conference on Pattern Recognition. p. 3167-3170 4 p. 5597176

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

Image retrieval
Heuristic algorithms
Degradation
Experiments
2009
4 Citations (Scopus)

A similar music retrieval scheme based on musical mood variation

Jun, S., Han, B. J. & Hwang, E. J., 2009 Nov 12, Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. p. 167-172 6 p. 5175987

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

Clustering algorithms
Experiments
7 Citations (Scopus)

COMUS: Ontological and rule-based reasoning for music recommendation system

Rho, S., Song, S., Hwang, E. J. & Kim, M., 2009 Jul 23, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5476 LNAI. p. 859-866 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5476 LNAI).

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

Rule-based Reasoning
Computer music
Recommendation System
Recommender systems
Music
22 Citations (Scopus)

Environmental sound classification based on feature collaboration

Han, B. J. & Hwang, E. J., 2009 Nov 20, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 542-545 4 p. 5202553

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

Acoustic waves
Wavelet transforms
Fourier transforms
Acoustics
4 Citations (Scopus)

Indexing and matching scheme for recognizing 3D objects from single 2D image

Tak, Y. S. & Hwang, E. J., 2009 Dec 1, Proceedings of the 13th IASTED International Conference on Internet and Multimedia Systems and Applications, IMSA 2009. p. 60-67 8 p.

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

Object recognition
Mobile devices
Servers
Image analysis
Computer vision
11 Citations (Scopus)

Music ontology for mood and situation reasoning to support music retrieval and recommendation

Song, S., Kim, M., Rho, S. & Hwang, E. J., 2009 Apr 9, Proceedings of the 3rd International Conference on Digital Society, ICDS 2009. p. 304-309 6 p. 4782893

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

Computer music
mood
ontology
Ontology
music
61 Citations (Scopus)

SMERS: Music emotion recognition using support vector regression

Han, B. J., Rho, S., Dannenberg, R. B. & Hwang, E. J., 2009 Dec 1, Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009. p. 651-656 6 p.

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

Classifiers
Physiology
Learning systems
Music
Emotion Recognition
36 Citations (Scopus)

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

Rho, S., Han, B. J. & Hwang, E. J., 2009 Dec 28, MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums. p. 713-716 4 p.

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

Computer music
Collaborative filtering
Recommender systems
Ontology
Feature extraction
13 Citations (Scopus)

Wrinkle feature-based skin age estimation scheme

Kim, K., Choi, Y. H. & Hwang, E. J., 2009 Nov 20, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1222-1225 4 p. 5202721

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

Skin
Data privacy
Information technology
Support vector machines
Health
2008
15 Citations (Scopus)

A fuzzy inference-based music emotion recognition system

Jun, S., Rho, S., Han, B. J. & Hwang, E. J., 2008 Dec 1, IET Conference Publications. 543 CP ed. p. 673-677 5 p.

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

Inference engines
Fuzzy inference
Feedback
Physiology
Acoustics
4 Citations (Scopus)

An indexing scheme for efficient camera angle invariant image retrieval

Tak, Y. S. & Hwang, E. J., 2008 Sep 22, Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008. p. 143-148 6 p. 4594664

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

Image retrieval
Cameras
Invariance
Redundancy
Monitoring

An interactive aquatic plant encyclopedia at your fingertips

Tak, Y. S. & Hwang, E. J., 2008 Dec 1, IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems. p. 469-474 6 p. 4648039

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

Image retrieval
Image matching
Ecosystems
User interfaces
Information systems
1 Citation (Scopus)

A Voronoi-based hybrid navigation system for road network database

Kim, D. & Hwang, E. J., 2008 Sep 23, Proceedings - ALPIT 2008, 7th International Conference on Advanced Language Processing and Web Information Technology. p. 398-403 6 p. 4584400

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

Navigation systems
Servers
Communication
Experiments
2007
16 Citations (Scopus)

A leaf image retrieval scheme based on partial dynamic time warping and two-level filtering

Tak, Y. S. & Hwang, E. J., 2007 Dec 1, CIT 2007: 7th IEEE International Conference on Computer and Information Technology. p. 633-638 6 p. 4385155

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

Dynamic Time Warping
Image retrieval
Image Retrieval
Leaves
Filtering
2 Citations (Scopus)

An adaptation framework for QBH-based music retrieval

Rho, S., Han, B. J., Hwang, E. J. & Kim, M., 2007 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 4692 LNAI. p. 596-603 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4692 LNAI, no. PART 1).

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

Transcription
Music
Retrieval
Genetic algorithms
Query
2 Citations (Scopus)

Implementation of an aquatic plant information bank

Park, J. & Hwang, E. J., 2007 Dec 1, Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007. p. 861-866 6 p. 4524219

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

Image retrieval
Ecosystems
User interfaces
Information systems
Internet

Implementation of QoS-aware dynamic multimedia content adaptation system

Lee, S., Yoon, D., Kwon, O. C. & Hwang, E. J., 2007 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 3 ed. Vol. 4707 LNCS. p. 968-977 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4707 LNCS, no. PART 3).

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

Multimedia
Quality of Service
User Preferences
Quality of service
Digital multimedia broadcasting
3 Citations (Scopus)

M-MUSICS: Mobile content-based music retrieval system

Han, B. J., Hwang, E. J., Rho, S. & Kim, M., 2007 Dec 1, Proceedings of the ACM International Multimedia Conference and Exhibition. p. 469-470 2 p.

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

Transcription
Personal digital assistants
Mobile devices
User interfaces
Demonstrations

Musemble: A music retrieval system based on learning environment

Rho, S., Han, B. J., Hwang, E. J. & Kim, M., 2007 Dec 1, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. p. 1463-1466 4 p. 4284937

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

Information retrieval
Feedback
Genetic algorithms
Neural networks
9 Citations (Scopus)

Music information retrieval using a GA-based relevance feedback

Rho, S., Hwang, E. J. & Kim, M., 2007 Dec 31, Proceedings - 2007 International Conference on Multimedia and Ubiquitous Engineering, MUE 2007. p. 739-744 6 p. 4197361

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

Information retrieval
Genetic algorithms
Feedback
Graphical user interfaces
Experiments
4 Citations (Scopus)

Selective role assignment on dynamic location-based access control

Prayogi, A. A., Park, J. & Hwang, E. J., 2007 Dec 1, 2007 International Conference on Convergence Information Technology, ICCIT 2007. p. 2136-2141 6 p. 4420569

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

Access control
Mobile computing
instruction
Assignment
communication
1 Citation (Scopus)

Voice query transcription and expansion scheme for efficient music retrieval

Rho, S., Han, B. J., Hwang, E. J. & Kim, M., 2007 Dec 1, 8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007. 4279139

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

Transcription
Genetic algorithms
Feedback
Experiments
2006

A flexible privilege management scheme for role graph model

Jung, Y. & Hwang, E. J., 2006 Jun 29, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3732 LNCS. p. 983-991 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3732 LNCS).

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

Graph Model
Role-based Access Control
Access control
Reference Model
Access Control
1 Citation (Scopus)

An exhibition reminiscent system for ubiquitous environment

Cho, J. & Hwang, E. J., 2006 Dec 1, Proceedings - Sixth IEEE International Conference on Computer and Information Technology, CIT 2006. 4020004

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

Museums
Mobile devices
Data structures
Wireless networks
Cameras
7 Citations (Scopus)

A venation-based leaf image classification scheme

Park, J. K., Hwang, E. J. & Nam, Y., 2006 Nov 30, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4182 LNCS. p. 416-428 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4182 LNCS).

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

Image classification
Image Classification
Image retrieval
Leaves
Color
2005
5 Citations (Scopus)

Adaptive multimedia content delivery in ubiquitous environments

Rho, S., Cho, J. & Hwang, E. J., 2005 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3807 LNCS. p. 43-52 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3807 LNCS).

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

Multimedia
Handheld Devices
User Preferences
Quality of service
Equipment and Supplies
1 Citation (Scopus)

An implementation of QoS adaptive multimedia content delivery

Rho, S., Hwang, E. J. & Kim, M., 2005 Dec 1, Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, IMSA. Hamza, M. H. (ed.). p. 316-321 6 p. 477-107

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

Quality of service
Internet
Communication
12 Citations (Scopus)

A shape-based retrieval scheme for leaf images

Nam, Y. & Hwang, E. J., 2005 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3767 LNCS. p. 876-887 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3767 LNCS).

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

Image retrieval
Texture
Leaves
Retrieval
Color
4 Citations (Scopus)

Automatic voice query transformation for query-by-humming systems

Park, S., Kim, S., Hwang, E. J. & Byeon, K., 2005 Dec 1, Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, IMSA. Hamza, M. H. (ed.). p. 197-202 6 p. 477-126

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

Query processing
Autocorrelation