JICS

1. Improved Slow Charge Scheme for non-communication Electric Vehiclesby Predicting Charge Demand

Tae Uk Chang, Young Su Ryu, Ki Won Kwon, Jong Ho Paik, Vol. 21, No. 5, pp. 39-48, Oct. 2020

10.7472/jksii.2020.21.5.39
Keywords: Electric vehicle, charge schedule, distributed charge, demand prediction

2. LSTM-based Business Process Remaining Time Prediction Model Featured in Activity-centric Normalization Techniques

Seong-Hun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 21, No. 3, pp. 83-92, Jun. 2020

10.7472/jksii.2020.21.3.83
Keywords: predictive process monitoring, remaining time prediction, LSTM model, Deep Learning, Process Mining

3. A Study on the Anomaly Prediction System of Drone Using Big Data

Yang-Kyoo Lee, Jun-Ki Hong, Sung-Chan Hong, Vol. 21, No. 2, pp. 27-37, Apr. 2020

10.7472/jksii.2020.21.2.27
Keywords: Big data, Drones, Risk Prediction

4. Development and Comparison of Data Mining-based Prediction Models of Building Fire Probability

Sung-gwan Hong, Seung Ryul Jeong, Vol. 19, No. 6, pp. 101-112, Dec. 2018

10.7472/jksii.2018.19.6.101
Keywords: Fire probability prediction, fire risk, Data Mining

5. Improving an Ensemble Model by Optimizing Bootstrap Sampling

Sung-Hwan Min, Vol. 17, No. 2, pp. 49-58, Apr. 2016

10.7472/jksii.2016.17.2.49
Keywords: Bagging, Bankruptcy Prediction, Ensemble, Genetic Algorithms

6. Implementation of integrated monitoring system for trace and path prediction of infectious disease

Eungyeong Kim, Seok Lee, Young Tae Byun, Hyuk-Jae Lee, Taikjin Lee, Vol. 14, No. 5, pp. 69-76, Oct. 2013

10.7472/jksii.2013.14.5.69
Keywords: infectious disease, mathematical model, SIR model, influenza A, path prediction

7. A Study on Development of App-Based Electric Fire Prediction System

Young-Kwan Choi, Eung-Kwon Kim, Vol. 14, No. 4, pp. 85-90, Aug. 2013

10.7472/jksii.2013.14.4.85
Keywords: Electric Fire Prediction System, arc detection, DSP(Digital Signal Processor), Smart phone App

8. Knowledge based Genetic Algorithm for the Prediction of Peptides binding to HLA alleles common in Koreans

Yeon-Jin Cho, Heung-Bum Oh, Hyeon-Cheol Kim, Vol. 13, No. 4, pp. 45-52, Aug. 2012

10.7472/jksii.2012.13.4.45
Keywords: Machine Learning, genetic algorithm, Knowledge based genetic algorithm, Rule generation, Prediction Model, HLA binding peptide prediction, Korean common HLA allele

9. Analysis and Prediction Algorithms on the State of User's Action Using the Hidden Markov Model in a Ubiquitous Home Network System

Dong-Kyoo Shin, Dong-Il Shin, Gu-Youn Hwang, Jin-Wook Choi, Vol. 12, No. 2, pp. 9-18, Apr. 2011
Keywords: Ubiquitous Home Network, Hidden Markov Model, Prediction of User's Activity, Data Mining

10. A Design of Context Prediction Structure using Homogeneous Feature Extraction

Hyung-Sun Kim, Kyoung-Mi Im, Jae-Hyun Lim, Vol. 11, No. 4, pp. 85-94, Aug. 2010
Keywords: prediction, location-prediction, SOFM, ARIMA, time series analysis

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