Australian Journal of Intelligent Information Processing Systems, Volume 15 (original) (raw)

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Volume 15, Number 2, 2019

Adversarial Networks and Learning

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  Xia Liang, Junmin Wu, Yan Yin:
  MIDI-Sandwich: Multi-model Multi-task Hierarchical Conditional VAE-GAN networks for Symbolic Single-track Music Generation. 1-9
• 
  Masashi Okada, Hidehiro Nakano, Arata Miyauchi:
  CycleGAN using Semi-Supervised Learning. 10-19
• 
  Yan Liu, Wei Yang, Xueyu Zhang, Yi Zhang, Liusheng Huang:
  GAN Generate Adversarial Examples to Fool Deep Networks. 20-28
• 
  Mitchell Scott, Jo Plested:
  GAN-SMOTE: A Generative Adversarial Network approach to Synthetic Minority Oversampling. 29-35
• 
  Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao:
  Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. 36-43

Convolutional Neural Networks

• 
  Abir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara:
  Triplet CNN-based Word Spotting of Historical Arabic Documents. 44-51
• 
  Neng Fu, Nuerbiye Kamili, Yanhong Huang, Jianqi Shi:
  A Novel Deep Intrusion Detection Model Based On a Convolutional Neural Network. 52-59
• 
  Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer:
  URL-based Phishing Attack Detection by Convolutional Neural Networks. 60-67
• 
  Hiroaki Kudo, Yusuke Hayama, Tetsuya Matsumoto, Kentaro Kutsukake, Noritaka Usami:
  Prediction of regions including dislocations in multicrystalline silicon photoluminescence image by transfer learning of convolutional neural network. 68-74
• 
  Linhong Weng, Qing Li, Ding Xuehai:
  GRU based Convolutional Neural Network with Initialized Filters for Text Classification. 75-85

Deep Neural Networks

• 
  Jiawei Li, Yiming Li, Jiacheng Yang, Taian Guo, Shu-Tao Xia:
  UA-DRN: Unbiased Aggregation of Deep Neural Networks for Regression Ensemble. 86-93
• 
  Chenyang Zhang, Jiamei Wang, Xinyun Li, Fei Fu, Weiquan Wang:
  Method for the Machine-Generation of Ancient Chinese Poetry Based on a Deep Neural Network Combined with Images. 94-105

Volume 15, Number 3, 2019

Human Centred Computing

• 
  Fatima Ezzahraa Ben Bouazza, Younès Bennani, Mourad El Hamri, Guénaël Cabanes, Basarab Matei, Abdelfettah Touzani:
  Multi-view Clustering through Optimal Transport. 1-9
• 
  Shu Liu, Jo Plested:
  Structure simplification of neural network for smile classification. 10-18
• 
  Min Wang, Jiankun Hu, Hussein A. Abbass:
  Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity. 19-26
• 
  Jiahui Shen, Yuanye He, Ji Xiang:
  Zero-shot learning of user intent understanding by Convolutional Neural Networks. 27-33
• 
  Zirui Tan, Jo Plested:
  Classification of Human?s Perception of Manipulated and Unmanipulated Digital Images Using Neural Network with Network Reduction Techniques. 34-40
• 
  Ke Li, Yuan Zong, Baolin Song, Jie Zhu, Jingang Shi, Wenming Zheng, Li Zhao:
  Three-Stream Convolutional Neural Network for Micro-Expression Recognition. 41-48
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    Seid Miad Zandavi, Zexi Hu, Yuk Ying Chung, Ali Anaissi:
    Augmented Reality Vision Improving Educational Learning. Aust. J. Intell. Inf. Process. Syst. 15(3): 49-58 (2019)

Human Centred Computing for Emotion

• 
  Huangfei Jiang, Xiya Guan, Wei-Ye Zhao, Li-Ming Zhao, Bao-Liang Lu:
  Generating Multimodal Features for Emotion Classification from Eye Movement Signals. 59-66
• 
  Chaikesh Chouragade, V. Susheela Devi:
  Deep Transfer Learning for Emotion Recognition from Text. 67-75
• 
  Yun-Hao Yuan, Chao Zhang, Yun Li, Jipeng Qiang, Bin Li, Guangwei Gao, Xiaoning Song, Huimin Lu:
  Fractional Sparse Representation Based Classification and Multi-view Extension for Face Recognition. 76-81
• 
  Yun-Hao Yuan, Jie Yang, Yun Li, Jipeng Qiang, Bin Li, Xiaobo Shen, Jianping Gou, Guangwei Gao:
  Face Hallucination Using Locality Preserving Canonical Correlation Analysis. 82-90

Volume 15, Number 4, 2019

Human Centred Computing and Medicine

• 
  Chen Xuheng, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding:
  Accurate Infant Brain MRI Segmentation via 3D Dense-Fuse Convolution Neural Networks. 1-7
• 
  Zeyuan Wang, Josiah Poon, Simon K. Poon:
  AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data. 8-15
• 
  Meena Santhanagopalan, Madhu Chetty, Cameron Foale, Britt Klein:
  Towards Machine Learning approach for Digital-Health intervention program. 16-24
• 
  Chen Wang, Liang Peng, Jingyue Li, Zeng-Guang Hou, Weiqun Wang:
  Quantitative Analysis of Motor Synergies and Assessment of Upper-limb Motor Function for Post-stroke Rehabilitation Based on Multi-modal Data Fusion. 25-33
• 
  Dang Nguyen, Dat Tran, Wanli Ma:
  A Study on Combining EEG Signals and Crytography for Bitcoin Security. 34-42
• 
  Weiguo Shi, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Jiaxing Wang, Shixin Ren, Liang Peng:
  SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation. 43-52
• 
  Arshia Rehman, Saeeda Naz, Usman Naseem, Imran Razzak, Ibrahim A. Hameed:
  Deep AutoEncoder-Decoder Framework for Semantic Segmentation of Brain Tumor. 53-60

Social Network Computing

• 
  Baoping Liu, Yijun Su, Daren Zha, Neng Gao, Ji Xiang:
  CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking. 61-68
• 
  Usman Naseem, Imran Razzak, Ibrahim A. Hameed:
  Deep Context-Aware Embedding for Abusive and Hate Speech detection on Twitter. 69-76

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