• 516 Citations
  • 12 h-Index
19952019
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Research Output 1995 2019

  • 516 Citations
  • 12 h-Index
  • 30 Article
  • 27 Conference contribution
  • 5 Conference article
  • 2 Editorial
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Article
2019

An effcient representation using harmony search for solving the virtual machine consolidation

Kim, M. J., Hong, J. S. & Kim, W., 2019 Nov 1, In : Sustainability (Switzerland). 11, 21, 6030.

Research output: Contribution to journalArticle

Open Access
Consolidation
consolidation
virtualization
Heuristic methods
Heat generation

Generating summary sentences using Adversarially Regularized Autoencoders with conditional context

Kong, H. & Kim, W., 2019 Sep 15, In : Expert Systems with Applications. 130, p. 1-11 11 p.

Research output: Contribution to journalArticle

Unsupervised learning
Experiments
Learning systems
Feedback
Industry
1 Citation (Scopus)

Unsupervised learning approach for network intrusion detection system using autoencoders

Choi, H., Kim, M., Lee, G. & Kim, W., 2019 Sep 1, In : Journal of Supercomputing. 75, 9, p. 5597-5621 25 p.

Research output: Contribution to journalArticle

Network Intrusion Detection
Unsupervised learning
Unsupervised Learning
Intrusion detection
Supervised learning
2018
1 Citation (Scopus)

Optimizing energy consumption for a performance-aware cloud data center in the public sector

Chang, K., Park, S., Kong, H. & Kim, W., 2018 Dec 1, In : Sustainable Computing: Informatics and Systems. 20, p. 34-45 12 p.

Research output: Contribution to journalArticle

Servers
Energy utilization
Program processors
Costs
Profitability
2017
2 Citations (Scopus)
Labeling
Supervised learning
Learning systems
Sentiment
Sentiment classification
2016
1 Citation (Scopus)

Management of smart-technology market by diffusion of front loading innovation

Halder, S. J., Rasheed, F., Jeong, B. J. & Kim, W., 2016 Jan, In : Journal of Scientific and Industrial Research. 75, 1, p. 28-34 7 p.

Research output: Contribution to journalArticle

Innovation
Methodology
Stakeholders
Life cycle
Return on investment
2015
14 Citations (Scopus)

Advanced smoothing approach of RSSI and LQI for indoor localization system

Halder, S. J., Giri, P. & Kim, W., 2015 Jan 1, In : International Journal of Distributed Sensor Networks. 2015, 195297.

Research output: Contribution to journalArticle

Fusion reactions
Median filters
Zigbee
Correlation methods
Statistical methods
6 Citations (Scopus)

Demand Forecasting Models for Medicines through Wireless Sensor Networks Data and Topic Trend Analysis

Kim, W., Won, J. H., Park, S. & Kang, J., 2015 Jan 1, In : International Journal of Distributed Sensor Networks. 2015, 907169.

Research output: Contribution to journalArticle

Medicine
Wireless sensor networks
Blogs
Dust
Time series
1 Citation (Scopus)

Random forest algorithm for linked data using a parallel processing environment

Jeon, D. & Kim, W., 2015 Feb 1, In : IEICE Transactions on Information and Systems. E98D, 2, p. 372-380 9 p.

Research output: Contribution to journalArticle

Decision trees
Processing
Search engines
Semantic Web
Data mining

The Importance of Social Value in the Evaluation of Web Services in the Public Sector

Lee, S., Park, S. & Kim, W., 2015 Jan 1, In : International Journal of Distributed Sensor Networks. 2015, 459804.

Research output: Contribution to journalArticle

Web services
Wireless sensor networks
Value engineering
Interoperability
Sensor networks
2014
9 Citations (Scopus)

Dynamic faceted navigation in decision making using Semantic Web technology

Kim, H. J., Zhu, Y., Kim, W. & Sun, T., 2014 May, In : Decision Support Systems. 61, 1, p. 59-68 10 p.

Research output: Contribution to journalArticle

Semantic Web
Semantics
Decision Making
Navigation
Decision making
2013
1 Citation (Scopus)

A novel clustering algorithm in MANETs using analytical hierarchy process (AHP) mathematical model

Liu, W. & Kim, W., 2013 Jan 1, In : Information (Japan). 16, 7 B, p. 5043-5057 15 p.

Research output: Contribution to journalArticle

Clustering algorithms
Mathematical models
Availability
10 Citations (Scopus)

A stability-considered density-adaptive routing protocol in MANETs

Liu, W. & Kim, W., 2013 Jun 3, In : Journal of Systems Architecture. 59, 9, p. 767-775 9 p.

Research output: Contribution to journalArticle

Routing protocols
Mobile ad hoc networks
Availability

HMM and rule-based hybrid intruder detection approach by synthesizing decisions of sensors

Kim, K., Park, K. I., Jeong, Y., Hong, J. S., Kim, H. J. & Kim, W., 2013 Sep 3, In : International Journal of Distributed Sensor Networks. 2013, 503965.

Research output: Contribution to journalArticle

Sensors
Hidden Markov models
2012
25 Citations (Scopus)

A fusion approach of RSSI and LQI for indoor localization system using adaptive smoothers

Joana Halder, S. & Kim, W., 2012 Dec 3, In : Journal of Computer Networks and Communications. 790374.

Research output: Contribution to journalArticle

Adaptive systems
Fusion reactions
Metals
11 Citations (Scopus)

Searching and ranking method of relevant resources by user intention on the Semantic Web

Lee, M., Kim, W. & Park, S., 2012 Mar 1, In : Expert Systems with Applications. 39, 4, p. 4111-4121 11 p.

Research output: Contribution to journalArticle

Semantic Web
Semantics
Ontology
Websites
Chemical activation
2009
7 Citations (Scopus)

Semantic Web Constraint Language and its application to an intelligent shopping agent

Kim, H. J., Kim, W. & Lee, M., 2009 Mar 1, In : Decision Support Systems. 46, 4, p. 882-894 13 p.

Research output: Contribution to journalArticle

Semantic Web
Semantics
Language
Decision Making
Decision making
2008
19 Citations (Scopus)

Agent based intelligent search framework for product information using ontology mapping

Kim, W., Choi, D. W. & Park, S., 2008 Jun 1, In : Journal of Intelligent Information Systems. 30, 3, p. 227-247 21 p.

Research output: Contribution to journalArticle

Web services
Ontology
Recommender systems
Electronic commerce
Semantic Web
2007
16 Citations (Scopus)

Multi-attributes-based agent negotiation framework under incremental information disclosing strategy

Kim, W., Hong, J. S. & Song, Y. U., 2007 Jan 1, In : International Journal of Information Technology and Decision Making. 6, 1, p. 61-83 23 p.

Research output: Contribution to journalArticle

Intelligent agents
Electronic commerce
Network protocols
19 Citations (Scopus)

Ontology mapping between heterogeneous product taxonomies in an electronic commerce environment

Park, S. & Kim, W., 2007 Dec 1, In : International Journal of Electronic Commerce. 12, 2, p. 69-87 19 p.

Research output: Contribution to journalArticle

Taxonomy
Electronic commerce
Ontology mapping
Shopping mall
Ontology
2005
12 Citations (Scopus)

Web enabled expert systems using hyperlink-based inference

Kim, W., Song, Y. U. & Hong, J. S., 2005 Jan 1, In : Expert Systems with Applications. 28, 1, p. 79-91 13 p.

Research output: Contribution to journalArticle

Expert systems
Websites
Industry
Knowledge based systems
World Wide Web
2003

Agent and e-business models

Kim, W. & Lee, J. K., 2003 Jan 1, In : Decision Support Systems. 34, 2, 1 p.

Research output: Contribution to journalArticle

Industry
E-business model
11 Citations (Scopus)
Web Search
Taxonomies
Taxonomy
Semantics
Search engines
111 Citations (Scopus)

Combination of multiple classifiers for the customer's purchase behavior prediction

Kim, E., Kim, W. & Lee, Y., 2003 Jan 1, In : Decision Support Systems. 34, 2, p. 167-175 9 p.

Research output: Contribution to journalArticle

Classifiers
Industry
Data Mining
Data mining
Genetic algorithms
2002
99 Citations (Scopus)

A personalized recommendation procedure for Internet shopping support

Kim, J. K., Cho, Y. H., Kim, W., Kim, J. R. & Suh, J. H., 2002 Dec 1, In : Electronic Commerce Research and Applications. 1, 3-4, p. 301-313 13 p.

Research output: Contribution to journalArticle

Shopping centers
Recommender systems
Internet
Taxonomies
Association rules
22 Citations (Scopus)

Learning for automatic personalization in a semantic taxonomy-based meta-search agent

Kim, W., Kerschberg, L. & Scime, A., 2002 Jan 1, In : Electronic Commerce Research and Applications. 1, 2, p. 150-173 24 p.

Research output: Contribution to journalArticle

Taxonomies
Learning algorithms
Semantics
Information retrieval
Neural networks
1997

A knowledge-based maintenance of legacy systems: METASOFT

Lee, B. Y., Lee, J. K. & Kim, W., 1997 Jan 1, In : Expert Systems with Applications. 12, 4, p. 483-496 14 p.

Research output: Contribution to journalArticle

Legacy systems
Computer software maintenance
Reverse engineering
3 Citations (Scopus)

Recurrent and decomposed neural network-based hotel occupancy forecasting

Choi, H. R., Kim, W. & An, S. Y., 1997 Dec 1, In : New Review of Applied Expert Systems and Emerging Technologies. 3, p. 121-136 16 p.

Research output: Contribution to journalArticle

Hotels
Neural networks
Time series
Experiments
Profitability
1996
7 Citations (Scopus)

UNIK-OPT/NN neural network based adaptive optimal controller on optimization models

Kim, W. & Lee, J. K., 1996 Jan 1, In : Decision Support Systems. 18, 1 SPEC. ISS., p. 43-62 20 p.

Research output: Contribution to journalArticle

Neural Networks (Computer)
Semantics
Neural networks
Controllers
Uncertainty
1995
13 Citations (Scopus)

DAS intelligent scheduling systems for shipbuilding

Lee, J. K., Lee, K. J., Hong, J. S., Kim, W., Kim, E. Y., Choi, S. Y., Kim, H. D., Yang, O. R. & Choi, H. R., 1995 Dec 1, In : AI Magazine. 16, 4, p. 78-94 17 p.

Research output: Contribution to journalArticle

Shipbuilding
Scheduling
Shipyards
Expert systems
Productivity