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Intelligent Information System Lab.

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Conference papers

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Enhancing EV Charging Demand Forecasting for Highway Rest Area Stations: Integrating Day Type, Traffic Volume, and Weather Conditions
  • AuthorY. Lee, B. Kim, D. Kim, E. Hwang, J. Choi and H. Kim
  • Year2024
  • SourceIEEE International Conference on Big Data

Transportation Card Data Analysis for Ride-Hailing Demand Estimation in Urban Area
  • AuthorD. Kim, E. Hwang, J. Choi, and H. Kim
  • Year2024
  • SourceIEEE International Conference on Big Data

Socio-demographic Information Estimation via Smart Meter Data Analysis and Feature Selection
  • AuthorS. Bae, G. Seo, and E. Hwang
  • Year2024
  • SourceInt. Conf. on ICT Converg. (ICTC)

Outlier Detection, Feature Analysis and Compensation Method For Electric Vehicle Charging Data
  • AuthorY. Lee, D. Kim, and E. Hwang
  • Year2024
  • Source2024 Summer Conf. Korean Inst. Commun. and Info. Sci. (KICS)

Geomixup: Robust Radio Frequency Based Indoor Localization Leveraging Geographic Information
  • AuthorM. Jeong, G. Seo, E. Hwang
  • Year2024
  • SourceICC 2024 workshop

Impact Analysis of Increasing Electric Vehicle Penetration on the Power Equipment
  • AuthorS. Yoon, D. Kim, J. Choi, and E. Hwang
  • Year2023
  • Source(Excellent Paper Award) The 4th Korea Artificial Intelligence Conference

A Study on Direct and Indirect Strategy for Day-ahead Net-load Forecasting with Deep Learning Models and Meteorological Features
  • AuthorY. Kim, D. Kim, and E. Hwang
  • Year2023
  • Source2023 Summer Conf. Korean Inst. Commun. and Info. Sci. (KICS)

Electric Vehicle Charging Demand Forecasting with Traffic Feature Extraction Network near Charging Stations
  • AuthorD. Kim, S. Yoon, J. Choi, E. Hwang
  • Year2023
  • SourceThe 1st Workshop on Artificial Intelligence Convergence System (AICS)

Multi-Frequency Band Physical-Layer Authentication in Indoor Environment
  • AuthorS. Han, H. Lee, J. Choi, and E. Hwang
  • Year2023
  • SourceIEEE Global Communications Conference (GLOBECOM), pp. 1741-1746.

Signature Analysis of SRAM-PUF for IoT Decentralized Identifier in Large-Scale Networks
  • AuthorS. Han, J. Kim, H. Lee, and E. Hwang
  • Year2023
  • Source2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)
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