Search Word(s) in Title, Keywords, Authors, and Abstract: Prediction Model

A prediction model of the sum of container based on combined BP neural network and SVM
Min-jie Ding, Shao-zhong Zhang, Hai-dong Zhong, Yao-hui Wu and Liang-bin Zhang
Page: 305~319, Vol. 15, No.2, 2019
10.3745/JIPS.04.0107
Keywords: BP Neural Network, Grey Relational Analysis, Sum of Container Prediction, Support Vector Machine
Show / Hide Abstract

Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
Ruchika Malhotra and Anjali Sharma
Page: 751~770, Vol. 14, No.3, 2018
10.3745/JIPS.04.0077
Keywords: Empirical Validation, Fault prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality
Show / Hide Abstract

CNN-LSTM Coupled Model for Prediction of Waterworks Operation Data
Kerang Cao, Hangyung Kim, Chulhyun Hwang and Hoekyung Jung
Page: 1508~1520, Vol. 14, No.6, 2018
10.3745/JIPS.02.0104
Keywords: Big Data, CNN, Correlation Analysis, Deep-Learning, LSTM
Show / Hide Abstract

Prediction & Assessment of Change Prone Classes Using Statistical & Machine Learning Techniques
Ruchika Malhotra and Ravi Jangra
Page: 778~804, Vol. 13, No.4, 2017
10.3745/JIPS.04.0013
Keywords: Change Proneness, Empirical Validation, Machine Learning Techniques, Software Quality
Show / Hide Abstract

Weighted Local Naive Bayes Link Prediction
JieHua Wu, GuoJi Zhang, YaZhou Ren, XiaYan Zhang and Qiao Yang
Page: 914~927, Vol. 13, No.4, 2017
10.3745/JIPS.04.0040
Keywords: Complex Network, Link Prediction, Naive Bayes Model, Weighted Network
Show / Hide Abstract

Traffic Information Service Model Considering Personal Driving Trajectories
Homin Han and Soyoung Park
Page: 951~969, Vol. 13, No.4, 2017
10.3745/JIPS.03.0078
Keywords: GPS-to-Road Mapping Strategy, Personal Trajectory, Traffic Information System, Trajectory Estimation
Show / Hide Abstract

Two Machine Learning Models for Mobile Phone Battery Discharge Rate Prediction Based on Usage Patterns
Chantana Chantrapornchai and Paingruthai Nusawat
Page: 436~454, Vol. 12, No.3, 2016
10.3745/JIPS.03.0048
Keywords: Battery Discharge Rate, Mobile Battery Usage, Multi-Layer Perceptron, Prediction Model, Support Vector Machine
Show / Hide Abstract

Default Prediction for Real Estate Companies with Imbalanced Dataset
Yuan-Xiang Dong , Zhi Xiao and Xue Xiao
Page: 314~333, Vol. 10, No.2, 2014
10.3745/JIPS.04.0002
Keywords: Default prediction, Imbalanced dataset, Real estate listed companies, Minoritysample generation approach
Show / Hide Abstract

Saturation Prediction for Crowdsensing Based Smart Parking System
Mihui Kim and Junhyeok Yun
Page: 0~0, Vol. 0, No.0, 0
10.3745/JIPS.03.0123
Keywords: Crowdsensing, Regression Model, Saturation Prediction, Smart Parking System
Show / Hide Abstract