Digital Library

1. Multi-granular Angle Description for Plant Leaf Classification and Retrieval Based on Quotient Space
   Guoqing Xu, Ran Wu, Qi Wang
   Vol. 16, No. 3, pp. 663-676, Jun. 2020
   10.3745/JIPS.02.0135
   Details Full Text PubReader
   Keywords: Angle Description, Image retrieval, Leaf Classification, Multi-Granular, Quotient Space


2. Enhancing the Reliability of Wi-Fi Network Using Evil Twin AP Detection Method Based on Machine Learning
   Jeonghoon Seo, Chaeho Cho, Yoojae Won
   Vol. 16, No. 3, pp. 541-556, Jun. 2020
   10.3745/JIPS.03.0137
   Details Full Text PubReader
   Keywords: Access point, Classification Algorithm, clock skew, Evil Twin AP, rogue AP, wireless network


3. Three-Dimensional Shape Recognition and Classification Using Local Features of Model Views and Sparse Representation of Shape Descriptors
   Hussein Kanaan, Alireza Behrad
   Vol. 16, No. 2, pp. 343-359, Apr. 2020
   10.3745/JIPS.02.0132
   Details Full Text PubReader
   Keywords: Shape Classification, sparse representation, 3D Local Features, 3D Shape Recognition, View Cube


4. Topic Extraction and Classification Method Based on Comment Sets
   Xiaodong Tan
   Vol. 16, No. 2, pp. 329-342, Apr. 2020
   10.3745/JIPS.04.0165
   Details Full Text PubReader
   Keywords: Comment Text Set, Emotional Classification, LDA Topic Model, Support Vector Machine


5. Multimodal Biometrics Recognition from Facial Video with Missing Modalities Using Deep Learning
   Sayan Maity, Mohamed Abdel-Mottaleb, Shihab S. Asfour
   Vol. 16, No. 1, pp. 6-29, Feb. 2020
   10.3745/JIPS.02.0129
   Details Full Text PubReader
   Keywords: Auto-Encoder, Deep Learning, multimodal biometrics, Sparse Classification


6. Feature Selection Using Submodular Approach for Financial Big Data
   Girija Attigeri, Manohara Pai M. M, Radhika M. Pai
   Vol. 15, No. 6, pp. 1306-1325, Dec. 2019
   10.3745/JIPS.04.0149
   Details Full Text PubReader
   Keywords: Classification, correlation, Feature Subset Selection, Financial Big Data, Logistic Regression, Submodular Optimization, Support Vector Machine


7. Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
   Hui Zeng, Qi Wang, Chen Li, Wei Song
   Vol. 15, No. 5, pp. 1179-1191, Oct. 2019
   10.3745/JIPS.02.0120
   Details Full Text PubReader
   Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval


8. 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, Youn-Hee Han
   Vol. 15, No. 3, pp. 694-706, Jun. 2019
   10.3745/JIPS.03.0120
   Details Full Text PubReader
   Keywords: Classification, Gradient Boosting, Long Short-Term Memory, Time Series Analysis


9. Sentiment Analysis Main Tasks and Applications: A Survey
   Sara Tedmori, Arafat Awajan
   Vol. 15, No. 3, pp. 500-519, Jun. 2019
   10.3745/JIPS.04.0120
   Details Full Text PubReader
   Keywords: Feature selection, Opinion Mining, Sentiment Analysis, Sentiment Analysis Applications, Sentiment Classification, Sentiment Visualization, Social Media Monitoring


10. An Improved PSO Algorithm for the Classification of Multiple Power Quality Disturbances
    Liquan Zhao, Yan Long
    Vol. 15, No. 1, pp. 116-126, Feb. 2019
    10.3745/JIPS.04.0102
    Details Full Text PubReader
    Keywords: Classification Accuracy, Classification of Power Quality Disturbance, Particle Swarm Optimization, Support Vector Machine