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

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
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Speaker Verification with the Constraint of Limited Data
Thyamagondlu Renukamurthy Jayanthi Kumari and Haradagere Siddaramaiah Jayanna
Page: 807~823, Vol. 14, No.4, 2018
10.3745/JIPS.01.0030
Keywords: Gaussian Mixture Model (GMM), GMM-UBM, Multiple Frame Rate (MFR), Multiple Frame Size (MFS), MFSR, SFSR
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Predicting the Unemployment Rate Using Social Media Analysis
Pum-Mo Ryu
Page: 904~915, Vol. 14, No.4, 2018
10.3745/JIPS.04.0079
Keywords: Google Index, Prediction, Sentiment Analysis, Social Media, Unemployment Rate
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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
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Short-Term Wind Speed Forecast Based on Least Squares Support Vector Machine
Yanling Wang, Xing Zhou, Likai Liang, Mingjun Zhang, Qiang Zhang and Zhiqiang Niu
Page: 1385~1397, Vol. 14, No.6, 2018
10.3745/JIPS.04.0069
Keywords: Cluster Analysis, Least Squares, Least Squares Support Vector Regression (LSSVR), Particle Swarm Optimization (PSO), Short-Time Wind Speed Forecasting
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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
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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
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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
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A CTR Prediction Approach for Text Advertising Based on the SAE-LR Deep Neural Network
Zilong Jiang, Shu Gao and Wei Dai
Page: 1052~1070, Vol. 13, No.5, 2017
10.3745/JIPS.02.0069
Keywords: Deep Neural Network, Machine Learning, Text Advertising, SAE-LR
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A Comprehensive Review of Emerging Computational Methods for Gene Identification
Ning Yu, Zeng Yu, Bing Li, Feng Gu and Yi Pan
Page: 1~34, Vol. 12, No.1, 2016
10.3745/JIPS.04.0023
Keywords: Cloud Computing, Comparative Methods, Deep Learning, Fourier Transform, Gene Identification, Gene Prediction, Hidden Markov Model, Machine Learning, Protein-Coding Region, Support Vector Machine
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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
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Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction
Wei Xu and Zhi Xiao
Page: 109~128, Vol. 12, No.1, 2016
10.3745/JIPS.04.0016
Keywords: Business Failure Prediction, Combined Forecasting Method, Qualitative Analysis, Quantitative Analysis, Receiver Operating Characteristic Curve, Soft Set Theory
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A Real-Time Integrated Hierarchical Temporal Memory Network for the Real-Time Continuous Multi-Interval Prediction of Data Streams
Hyun-Syug Kang
Page: 39~56, Vol. 11, No.1, 2015
10.3745/JIPS.02.0011
Keywords: Data Streams, Hierarchical Temporal Memory, Multiple Interval Prediction, Real-Time Prediction
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Genetic Symmetric Key Generation for IDEA
Nandini Malhotra and Geeta Nagpal
Page: 239~247, Vol. 11, No.2, 2015
10.3745/JIPS.03.0017
Keywords: Crossover, IDEA, Genetic Algorithm, Mutation, Symmetric Key Generation
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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
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Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality
Ruchika Malhotra and Ankita Jain
Page: 241~262, Vol. 8, No.2, 2012
10.3745/JIPS.2012.8.2.241
Keywords: Empirical Validation, Object Oriented, Receiver Operating Characteristics, Statistical Methods, Machine Learning, Fault Prediction
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Using an Adaptive Search Tree to Predict User Location
Sechang Oh
Page: 437~444, Vol. 8, No.3, 2012
10.3745/JIPS.2012.8.3.437
Keywords: Location Prediction, Learning System, Search Tree, Context-Awareness
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Web-Based Computational System for Protein- Protein Interaction Inference
Ki-Bong Kim
Page: 459~470, Vol. 8, No.3, 2012
10.3745/JIPS.2012.8.3.459
Keywords: Protein-Protein Interactions (PPIs), WASPI (Web-based Assistant System for Protein-protein interaction Inference), InterPro, InterProScan, BLAST
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Evaluation of the Image Backtrack-Based Fast Direct Mode Decision Algorithm
Yungho Choi and Neungsoo Park
Page: 685~692, Vol. 8, No.4, 2012
10.3745/JIPS.2012.8.4.685
Keywords: H.264/AVC, Bi-Directional Prediction, Image Backtracking, Fast Algorithm, Mode Decision
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En-Route Trajectory calculation using Flight Plan Information for Effective Air Traffic Management
Yong-Kyun Kim, Yun-Hyun Jo, Jin-Won Yun, Taeck-Keun Oh, Hee-Chang Roh, Sang-Bang Choi and Hyo-Dal Park
Page: 375~384, Vol. 6, No.3, 2010
10.3745/JIPS.2010.6.3.375
Keywords: ATC, ATM, Trajectory Prediction, ATFM
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