Search Results - "Lee, Byungtak"
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Probabilistic Forecasting Based Joint Detection and Imputation of Clustered Bad Data in Residential Electricity Loads
Published in Energies (Basel) (01-01-2021)“…Residential electricity load data can include numerous types of bad data, even clustered bad data, as they that are typically captured by simple measurement…”
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Journal Article -
2
Implementation of embedded Linux platform based vehicle feature extractor for ITS
Published in 2013 IEEE Third International Conference on Consumer Electronics ¿ Berlin (ICCE-Berlin) (01-09-2013)“…This paper propose the vision based vehicle feature extractor which can be operated on the low performance embedded linux platform. In addition, we implement…”
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Conference Proceeding -
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A study on CEP performance in mobile embedded system
Published in 2012 International Conference on ICT Convergence (ICTC) (01-10-2012)“…Data streams are infinite and continuous, so it's difficult to treat the data streams by using existing DBMS. The CEP engine which is one solution for data…”
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Conference Proceeding
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Implementation of WSN application service using people detection algorithm
Published in 2012 International Conference on ICT Convergence (ICTC) (01-10-2012)“…In this paper, we implements intrusion detection system for video surveillance which works well in wireless sensor networks (WSN) environment. Our system has…”
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Conference Proceeding -
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RUBA: Real-time unstructured big data analysis framework
Published in 2013 International Conference on ICT Convergence (ICTC) (01-10-2013)“…We are greeting "Big Data Generation". As ICT technology is developing, the volume of data is incredibly growing and many works to deal with a big data are…”
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Conference Proceeding -
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Health management technology for estimating the remaining useful life of household appliances
Published in 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) (01-11-2021)“…In this paper, we propose a new time series-based domain adaptation technique for health management in home devices. Because it is based on domain adversarial…”
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Conference Proceeding -
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Sound-based anomaly detection using a locally constrained capsule network
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…In this study, we propose a new technique for abnormal acoustic diagnosis based on a locally constrained capsule network architecture. The newly designed…”
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Conference Proceeding -
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Transformer based prediction method for solar power generation data
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…In this paper, we propose a technique to increase the precision of solar power generation data prediction by using a time-series-based transformer deep…”
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Conference Proceeding -
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A study on the sleep quality analysis of single-person households based on life pattern data using ambient sensors
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…As the aging of society progresses, problems such as the death of loneliness are emerging as social problems. Also, for this reason, the workload of social…”
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Conference Proceeding -
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Comparative study in anomaly diagnosis technique for time series data
Published in 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) (26-10-2022)“…In this paper, by comparing the values of the anomaly index in various anomaly diagnosis techniques on the same dataset, it is intended to help in selecting an…”
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Conference Proceeding -
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A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…The prediction of time series data can be used in various fields, and many research for this is required. This paper has researched about applying various…”
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Conference Proceeding -
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Power Quality Problem Classification Methods Based on Active Transfer Learning
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…In this paper, we propose approach for classification of power quality problem using active transfer learning. Active learning is suitable for solving problems…”
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Conference Proceeding -
13
Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…This paper proposes a new method of converting acoustical data into mel-frequency cepstral coefficient feature vector and performing detection of abnormal…”
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Conference Proceeding -
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Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…This paper has researched about the correlation between company data, and its annual sales data. Using the identified correlation, we propose a new method of…”
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Conference Proceeding -
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Design and implementation of a video surveillance system for a Sensor Network application service
Published in 2012 Fourth International Conference on Ubiquitous and Future Networks (ICUFN) (01-07-2012)“…Object movement detection is key component of remote surveillance and monitoring system. In this paper, we designs a reliable moving object detection system…”
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Conference Proceeding