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

IoT and Smart City Technology: Challenges, Opportunities, and Solutions
Young-Sik Jeong and Jong Hyuk Park
Page: 233~238, Vol. 15, No.2, 2019
10.3745/JIPS.04.0113
Keywords: Internet of Things, Smart City
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User Modeling Using User Preference and User Life Pattern Based on Personal Bio Data and SNS Data
Hyejin Song, Kihoon Lee and Nammee Moon
Page: 645~654, Vol. 15, No.3, 2019
10.3745/JIPS.01.0044
Keywords: Bio Data, Data Tracking, Life Pattern, Machine Learning, Social Behavior Analysis, User Modeling
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Time Series Classification of Cryptocurrency Price Trend Based on a Recurrent LSTM Neural Network
Do-Hyung Kwon, Ju-Bong Kim, Ju-Sung Heo, Chan-Myung Kim and Youn-Hee Han
Page: 694~706, Vol. 15, No.3, 2019
10.3745/JIPS.03.0120
Keywords: Classification, Gradient Boosting, Long Short-Term Memory, Time Series Analysis
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Selection of Machine Learning Techniques for Network Lifetime Parameters and Synchronization Issues in Wireless Networks
Nimmagadda Srilakshmi and Arun Kumar Sangaiah
Page: 833~852, Vol. 15, No.4, 2019
10.3745/JIPS.04.0125
Keywords: Congestion, Energy Harvesting, Machine Learning Algorithms, Network Lifetime, Wireless Networks
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Systematic Review of Bug Report Processing Techniques to Improve Software Management Performance
Dong-Gun Lee and Yeong-Seok Seo
Page: 967~985, Vol. 15, No.4, 2019
10.3745/JIPS.04.0130
Keywords: Bug Report, Clustering, Duplication Detection, Information Retrieval, Machine Learning, Priority, Severity, Software Developer Assignment, Software Management, Triage
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Impact of Instance Selection on kNN-Based Text Categorization
Fatiha Barigou
Page: 418~434, Vol. 14, No.2, 2018
10.3745/JIPS.02.0080
Keywords: Classification Accuracy, Classification Efficiency, Data Reduction, Instance Selection, k-Nearest Neighbors, Text Categorization
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Efficient Hybrid Transactional Memory Scheme using Near-optimal Retry Computation and Sophisticated Memory Management in Multi-core Environment
Yeon-Woo Jang, Moon-Hwan Kang and Jae-Woo Chang
Page: 499~509, Vol. 14, No.2, 2018
10.3745/JIPS.01.0026
Keywords: Bloom Filter, Concurrency Control, Hybrid Transactional Memory, Multi-core in-Memory Databases
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Microblog Sentiment Analysis Method Based on Spectral Clustering
Shi Dong, Xingang Zhang and Ya Li
Page: 727~739, Vol. 14, No.3, 2018
10.3745/JIPS.04.0076
Keywords: Machine Learning, RDM, Sentiment Analysis, Spectral Cluster
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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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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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Deep Learning in Genomic and Medical Image Data Analysis: Challenges and Approaches
Ning Yu, Zeng Yu, Feng Gu, Tianrui Li, Xinmin Tian and Yi Pan
Page: 204~214, Vol. 13, No.2, 2017
10.3745/JIPS.04.0029
Keywords: Bioinformatics, Deep Learning, Deep Neural Networks, DNA Genome Analysis, Image Data Analysis, Machine Learning, lincRNA
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[EDITORIAL] Novel Approaches for Applying Linguistic Processing Techniques Based on Pattern Recognition and Machine Learning
Jong Hyuk Park
Page: 643~652, Vol. 13, No.4, 2017
10.3745/JIPS.00.0006
Keywords:
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XSSClassifier: An Efficient XSS Attack Detection Approach Based on Machine Learning Classifier on SNSs
Shailendra Rathore, Pradip Kumar Sharma and Jong Hyuk Park
Page: 1014~1028, Vol. 13, No.4, 2017
10.3745/JIPS.03.0079
Keywords: Cross-Site Scripting Attack Detection, Dataset, JavaScript, Machine Learning Classifier, Social Networking Services
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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 Detailed Analysis of Classifier Ensembles for Intrusion Detection in Wireless Network
Bayu Adhi Tama and Kyung-Hyune Rhee
Page: 1203~1212, Vol. 13, No.5, 2017
10.3745/JIPS.03.0080
Keywords: Classifier Ensembles, Classifier’s Significance, Intrusion Detection Systems (IDSs), Wireless Network
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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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Dynamic knowledge mapping guided by data mining: Application on Healthcare
Menaouer Brahami, Baghdad Atmani and Nada Matta
Page: 1~30, Vol. 9, No.1, 2013
10.3745/JIPS.2013.9.1.001
Keywords: Knowledge Management, Knowledge Mapping (Knowledge Cartography), Knowledge Representation, Boolean Modeling, Cellular Machine, Data Mining, Boolean Inference Engine
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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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Machine Learning Based Keyphrase Extraction: Comparing Decision Trees, Naïve Bayes, and Artificial Neural Networks
Kamal Sarkar, Mita Nasipuri and Suranjan Ghose
Page: 693~712, Vol. 8, No.4, 2012
10.3745/JIPS.2012.8.4.693
Keywords: Keyphrase Extraction, Decision Tree, Naïve Bayes, Artificial Neural Networks, Machine Learning, WEKA
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A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks
Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori and Tetsuo Kinoshita
Page: 307~322, Vol. 6, No.3, 2010
10.3745/JIPS.2010.6.3.307
Keywords: Mobile IP Network, Traffic Classification, Network Management, Traffic Engineering, Machine Learning
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A Feature Selection Technique based on Distributional Differences
Sung-Dong Kim
Page: 23~27, Vol. 2, No.1, 2006
None
Keywords: Feature Selection, Distributional Differences
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Vehicle Classification by Road Lane Detection and Model Fitting Using a Surveillance Camera
Wook-Sun Shin, Doo-Heon Song and Chang-Hun Lee
Page: 52~57, Vol. 2, No.1, 2006
None
Keywords: Vehicle Type classification, Road Lane Detection, Model fitting, Vanishing Point, Machine Learning
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Robust Real-time Intrusion Detection System
Byung-Joo Kim and Il-Kon Kim
Page: 9~13, Vol. 1, No.1, 2005
None
Keywords: real-time IDS, kernel PCA. LS-SVM
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A Multiple Instance Learning Problem Approach Model to Anomaly Network Intrusion Detection
Ill-Young Weon, Doo-Heon Song, Sung-Bum Ko and Chang-Hoon Lee
Page: 14~21, Vol. 1, No.1, 2005
None
Keywords: Multiple Instance Learning Problem, Network Intrusion Detection, Anomaly Detection
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