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

Advanced Big Data Analysis, Artificial Intelligence & Communication Systems
Young-Sik Jeong and Jong Hyuk Park
Page: 1~6, Vol. 15, No.1, 2019
10.3745/JIPS.02.0107
Keywords: Artificial Intelligence, Big Data, Communication System
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Feature Extraction based on DBN-SVM for Tone Recognition
Hao Chao, Cheng Song, Bao-yun Lu and Yong-li Liu
Page: 91~99, Vol. 15, No.1, 2019
10.3745/JIPS.04.0101
Keywords: Deep Belief Networks, Deep Learning, Feature Fusion, Support Vector Machine, Tone Feature Extraction
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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
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A System for Improving Data Leakage Detection based on Association Relationship between Data Leakage Patterns
Min-Ji Seo and Myung-Ho Kim
Page: 520~537, Vol. 15, No.3, 2019
10.3745/JIPS.03.0116
Keywords: Apriori Algorithm, Associated Abnormal Behavior List, Comprehensive Leakage Detection Scenario, Convolutional Neural Network, Data Leakage Detection
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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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CCTV-Based Multi-Factor Authentication System
Byoung-Wook Kwon, Pradip Kumar Sharma and Jong-Hyuk Park
Page: 904~919, Vol. 15, No.4, 2019
10.3745/JIPS.03.0127
Keywords: Argon2, Convolutional Neural Network, Deep Reinforcement Learning, Physically Unclonable Functions
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A Tracking-by-Detection System for Pedestrian Tracking Using Deep Learning Technique and Color Information
Mai Thanh Nhat Truong and Sanghoon Kim
Page: 1017~1028, Vol. 15, No.4, 2019
10.3745/JIPS.04.0132
Keywords: Color Distribution, Convolutional Neural Network, Pedestrian Tracking, Tracking-by-Detection
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Learning Algorithms in AI System and Services
Young-Sik Jeong and Jong Hyuk Park
Page: 1029~1035, Vol. 15, No.5, 2019
10.3745/JIPS.02.0118
Keywords: Blockchain and Crypto Currency, Cloud Computing, Internet of Things, Sentiment Analysis
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Fake News Detection Using Deep Learning
Dong-Ho Lee, Yu-Ri Kim, Hyeong-Jun Kim, Seung-Myun Park and Yu-Jun Yang
Page: 1119~1130, Vol. 15, No.5, 2019
10.3745/JIPS.04.0142
Keywords: Artificial Intelligence, Fake News Detection, Natural Language Processing
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Image Understanding for Visual Dialog
Yeongsu Cho and Incheol Kim
Page: 1171~1178, Vol. 15, No.5, 2019
10.3745/JIPS.04.0141
Keywords: Attribute Recognition, Image Understanding, Visual Dialog
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Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
Hui Zeng, Qi Wang, Chen Li and Wei Song
Page: 1179~1191, Vol. 15, No.5, 2019
10.3745/JIPS.02.0120
Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval
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Mean-VaR Portfolio: An Empirical Analysis of Price Forecasting of the Shanghai and Shenzhen Stock Markets
Ximei Liu, Zahid Latif, Daoqi Xiong, Sehrish Khan Saddozai and Kaif Ul Wara
Page: 1201~1210, Vol. 15, No.5, 2019
10.3745/JIPS.04.0135
Keywords: ARIMA Model, Neural Network, Non-linear Sequence, Stock Price
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Two-Dimensional Attention-Based LSTM Model for Stock Index Prediction
Yeonguk Yu and Yoon-Joong Kim
Page: 1231~1242, Vol. 15, No.5, 2019
10.3745/JIPS.02.0121
Keywords: Attention Mechanism, LSTM, Stock Index Prediction, Two-Dimensional Attention
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DeepAct: A Deep Neural Network Model for Activity Detection in Untrimmed Videos
Yeongtaek Song and Incheol Kim
Page: 150~161, Vol. 14, No.1, 2018
10.3745/JIPS.04.0059
Keywords: Activity Detection, Bi-directional LSTM, Deep Neural Networks, Untrimmed Video
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Convolutional Neural Network Based Multi-feature Fusion for Non-rigid 3D Model Retrieval
Hui Zeng, Yanrong Liu, Siqi Li, JianYong Che and Xiuqing Wang
Page: 176~190, Vol. 14, No.1, 2018
10.3745/JIPS.04.0058
Keywords: Convolutional Neural Network, HKS, Multi-Feature Fusion, Non-rigid 3D Model, WKS
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Variations of AlexNet and GoogLeNet to Improve Korean Character Recognition Performance
Sang-Geol Lee, Yunsick Sung, Yeon-Gyu Kim and Eui-Young Cha
Page: 205~217, Vol. 14, No.1, 2018
10.3745/JIPS.04.0061
Keywords: Classification, CNN, Deep Learning, Korean Character Recognition
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Cross-Validation Probabilistic Neural Network Based Face Identification
Abdelhadi Lotfi and Abdelkader Benyettou
Page: 1075~1086, Vol. 14, No.5, 2018
10.3745/JIPS.04.0085
Keywords: Biometrics, Classification, Cross-Validation, Face Identification, Optimization, Probabilistic Neural Networks
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Artificial Intelligence for the Fourth Industrial Revolution
Young-Sik Jeong and Jong Hyuk Park
Page: 1301~1306, Vol. 14, No.6, 2018
10.3745/JIPS.00.0014
Keywords: Artificial Intelligence, Super intelligence, Superconnection
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Video Captioning with Visual and Semantic Features
Sujin Lee and Incheol Kim
Page: 1318~1330, Vol. 14, No.6, 2018
10.3745/JIPS.02.0098
Keywords: Attention-Based Caption Generation, Deep Neural Networks, Semantic Feature, Video Captioning
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Small Sample Face Recognition Algorithm based on Novel Siamese Network
Jianming Zhang, Xiaokang Jin, Yukai Liu, Arun Kumar Sangaiah and Jin Wang
Page: 1464~1479, Vol. 14, No.6, 2018
10.3745/JIPS.02.0101
Keywords: Convolutional Neural Network, Face Recognition, Loss Function, Siamese Network, Small Sample
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A Multi-Scale Parallel Convolutional Neural Network Based Intelligent Human Identification Using Face Information
Chen Li, Mengti Liang, Wei Song and Ke Xiao
Page: 1494~1507, Vol. 14, No.6, 2018
10.3745/JIPS.02.0103
Keywords: Face Recognition, Intelligent Human Identification, MP-CNN, Robust Feature
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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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Detection of Microcalcification Using the Wavelet Based Adaptive Sigmoid Function and Neural Network
Sanjeev Kumar and Mahesh Chandra
Page: 703~715, Vol. 13, No.4, 2017
10.3745/JIPS.01.0007
Keywords: Cascade-Forward Back Propagation Technique, Computer-Aided Diagnosis (CAD), Contrast Limited Adaptive Histogram Equalization (CLAHE), Gray-Level Co-Occurrence Matrix (GLCM), Mammographic Image Analysis Society (MIAS) Database, Modified Sigmoid Function
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Wireless Channel Identification Algorithm Based on Feature Extraction and BP Neural Network
Dengao Li*, Gang Wu, Jumin Zhao, Wenhui Niu and Qi Liu
Page: 141~151, Vol. 13, No.1, 2017
10.3745/JIPS.03.0063
Keywords: BP Neural Network, Channel Identification, Feature Extraction, Wireless Communication
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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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A Hybrid Bacterial Foraging Optimization Algorithm and a Radial Basic Function Network for Image Classification
Yasmina Teldja Amghar and Hadria Fizazi
Page: 215~235, Vol. 13, No.2, 2017
10.3745/JIPS.01.0014
Keywords: Bacterial Foraging Optimization Algorithm, Hybrid, Image Classification, Radial Basic Function
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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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Number Plate Detection with a Multi-Convolutional Neural Network Approach with Optical Character Recognition for Mobile Devices
Christian Gerber and Mokdong Chung
Page: 100~108, Vol. 12, No.1, 2016
10.3745/JIPS.04.0022
Keywords: Convolutional Neural Network, Number Plate Detection, OCR
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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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Simple Pyramid RAM-Based Neural Network Architecture for Localization of Swarm Robots
Siti Nurmaini and Ahmad Zarkasi
Page: 370~388, Vol. 11, No.3, 2015
10.3745/JIPS.01.0008
Keywords: Localization Process, RAM-Based Neural Network, Swarm Robots
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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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Training-Free Fuzzy Logic Based Human Activity Recognition
Eunju Kim and Sumi Helal
Page: 335~354, Vol. 10, No.3, 2014
10.3745/JIPS.04.0005
Keywords: Activity Semantic Knowledge, Fuzzy Logic, Human Activity Recognition, Multi-Layer Neural Network
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Extreme Learning Machine Ensemble Using Bagging for Facial Expression Recognition
Deepak Ghimire and Joonwhoan Lee
Page: 443~458, Vol. 10, No.3, 2014
10.3745/JIPS.02.0004
Keywords: Bagging, Ensemble Learning, Extreme Learning Machine, Facial Expression Recognition, Histogram of Orientation Gradient
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Optical Character Recognition for Hindi Language Using a Neural-network Approach
Divakar Yadav, Sonia Sánchez-Cuadrado and Jorge Morato
Page: 117~140, Vol. 9, No.1, 2013
10.3745/JIPS.2013.9.1.117
Keywords: OCR, Pre-processing, Segmentation, Feature Vector, Classification, Artificial Neural Network (ANN)
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An Integrated Neural Network Model for Domain Action Determination in Goal-Oriented Dialogues
Hyunjung Lee, Harksoo Kim and Jungyun Seo
Page: 259~270, Vol. 9, No.2, 2013
10.3745/JIPS.2013.9.2.259
Keywords: Domain Action, Speech Act, Concept Sequence, Neural Network
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A Computational Intelligence Based Online Data Imputation Method: An Application For Banking
Kancherla Jonah Nishanth and Vadlamani Ravi
Page: 633~650, Vol. 9, No.4, 2013
10.3745/JIPS.2013.9.4.633
Keywords: Data Imputation, General Regression Neural Network (GRNN), Evolving Clustering Method (ECM), Imputation, K-Medoids clustering, K-Means clustering, MLP
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A Comparative Study of Estimation by Analogy using Data Mining Techniques
Geeta Nagpal, Moin Uddin and Arvinder Kaur
Page: 621~652, Vol. 8, No.4, 2012
10.3745/JIPS.2012.8.4.621
Keywords: Software Estimations, Estimation by Analogy, Grey Relational Analysis, Robust Regression, Data Mining Techniques
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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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Neural Text Categorizer for Exclusive Text Categorization
Taeho Jo
Page: 77~86, Vol. 4, No.2, 2008
10.3745/JIPS.2008.4.2.077
Keywords: Disk Neural Text Categorizer, Text Categorization, NewsPage.com
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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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