Table of Contents

• FH-GAN: Face Hallucination and Recognition Using Generative Adversarial NetworkBayram Bayramli, Usman Ali, Te Qi, Hongtao Lu. 3-15 [doi]
• Adversarial Learning for Cross-Modal Retrieval with Wasserstein DistanceQingrong Cheng, Youcai Zhang, Xiaodong Gu. 16-29 [doi]
• Reducing the Subject Variability of EEG Signals with Adversarial Domain GeneralizationBo-Qun Ma, He Li, Wei-Long Zheng, Bao-Liang Lu. 30-42 [doi]
• Multi-view Image Generation by Cycle CVAE-GAN NetworksZhichen Lai, Chenwei Tang, Jiancheng Lv. 43-54 [doi]
• B-DCGAN: Evaluation of Binarized DCGAN for FPGAHideo Terada, Hayaru Shouno. 55-64 [doi]
• A Natural Scene Text Extraction Approach Based on Generative Adversarial LearningHuali Xu, Xiangdong Su, Tongyang Liu, Pengcheng Guo, Guanglai Gao, Feilong Bao. 65-73 [doi]
• Weakly Supervised Fine-Grained Visual Recognition via Adversarial Complementary Attentions and Hierarchical Bilinear PoolingXiaofei Li, Jianming Liu, Mingwen Wang. 74-85 [doi]
• Learning an Adversarial Network for Speech Enhancement Under Extremely Low Signal-to-Noise Ratio ConditionXiangdong Su, Xiang Hao, Zhiyu Wang, Yun Liu, Huali Xu, Tongyang Liu, Guanglai Gao, Feilong Bao. 86-97 [doi]
• HaGAN: Hierarchical Attentive Adversarial Learning for Task-Oriented Dialogue SystemTing Fang, Tingting Qiao, Duanqing Xu. 98-109 [doi]
• Learning to Generate Ambiguous SequencesDavid Iclanzan, László Szilágyi. 110-121 [doi]
• Deep Learning for Combo Object DetectionJing Zhao, Iman Tabatabaei Ardekani, Shaoning Pang. 125-137 [doi]
• DasNet: Dynamic Adaptive Structure for Accelerating Multi-task Convolutional Neural NetworkYinan Ma, Jing Wu 0006, Chengnian Long. 138-150 [doi]
• Confusion-Aware Convolutional Neural Network for Image ClassificationLiguang Yan, Baojiang Zhong, Kai-Kuang Ma. 151-161 [doi]
• Feature Learning and Data Compression of Biosignals Using Convolutional Autoencoders for Sleep Apnea DetectionRim Haidar, Irena Koprinska, Bryn Jeffries. 162-174 [doi]
• Self-Adaptive Network PruningJinting Chen, Zhaocheng Zhu, Cheng Li, Yuming Zhao. 175-186 [doi]
• Text-Augmented Knowledge Representation Learning Based on Convolutional NetworkChunfeng Liu, Yan Zhang, Mei Yu, Ruiguo Yu, Xuewei Li, Mankun Zhao, Tianyi Xu, Hongwei Liu, Jian Yu. 187-198 [doi]
• A Novel Online Ensemble Convolutional Neural Networks for Streaming DataXuan Cuong Pham, Thi Thu Thuy Nguyen, Alan Wee-Chung Liew. 199-210 [doi]
• Cross-media Image-Text Retrieval Based on Two-Level NetworkZhixin Li, Feng Ling, Fengqi Zhang, Canlong Zhang. 211-222 [doi]
• Fusion Convolutional Attention Network for Opinion Spam DetectionJiacheng Li, Qianwen Ma, Chunyuan Yuan, Wei Zhou 0019, Jizhong Han, Songlin Hu. 223-235 [doi]
• Deep CNN Based System for Detection and Evaluation of RoIs in Flooded AreasDan Popescu 0002, Loretta Ichim, George Cioroiu. 236-248 [doi]
• Improving Deep Learning by Regularized Scale-Free MSE of RepresentationsXufang Luo, Mingyang Yi, Yunhong Wang. 251-263 [doi]
• Training Behavior of Deep Neural Network in Frequency DomainZhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao. 264-274 [doi]
• On the Initialization of Long Short-Term Memory NetworksMostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen. 275-286 [doi]
• A Multi-cascaded Deep Model for Bilingual SMS ClassificationMuhammad Haroon Shakeel, Asim Karim, Imdadullah Khan. 287-298 [doi]
• Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge TransferSoyeon Caren Han, Yingru Lin, Siqu Long, Josiah Poon. 299-311 [doi]
• An Analysis of the Interaction Between Transfer Learning Protocols in Deep Neural NetworksJo Plested, Tom Gedeon. 312-323 [doi]
• Representation Learning for Heterogeneous Information Networks via Embedding EventsGuoji Fu, Bo Yuan, Qiqi Duan, Xin Yao 0001. 327-339 [doi]
• Unified Framework for Visual Domain Adaptation Using Globality-Locality Preserving ProjectionsRakesh Kumar Sanodiya, Chinmay Sharma, Jimson Mathew. 340-351 [doi]
• Zero-Shot Learning for Intrusion Detection via Attribute RepresentationZhipeng Li, Zheng Qin, Pengbo Shen, Liu Jiang. 352-364 [doi]
• Region Selection Model with Saliency Constraint for Fine-Grained RecognitionShaoxiong Zhou, Shengrong Gong, Shan Zhong, Wei Pan, Wenhao Ying. 365-376 [doi]
• Siamese Network Based Feature Learning for Improved Intrusion DetectionHouda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim A. El-Yacoubi. 377-389 [doi]
• Self-attentive Pyramid Network for Single Image De-rainingTaian Guo, Tao Dai, Jiawei Li, Shu-Tao Xia. 390-401 [doi]
• Feature Fusion Based Deep Spatiotemporal Model for Violence Detection in VideosMujtaba Asad, Zuopeng Yang, Zubair Khan, Jie Yang 0002, Xiangjian He. 405-417 [doi]
• Learning to Navigate in Human Environments via Deep Reinforcement LearningXingyuan Gao, Shiying Sun, Xiaoguang Zhao, Min Tan 0001. 418-429 [doi]
• An Effective Yawn Behavior Detection Method in ClassroomZexian Wang, Fei Jiang, Ruimin Shen. 430-441 [doi]
• Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal DataHyunseob Kim, Tae Joon Jun, Giang Nguyen, Daeyoung Kim 0001. 442-453 [doi]
• Development of Biomedical Corpus Enlargement Platform Using BERT for Bio-entity RecognitionThiptanawat Phongwattana, Jonathan H. Chan. 454-463 [doi]
• A Generative Face Completion Method Based on Associative MemoryGang Yang 0001, Lei Zhang, Jieping Xu. 464-475 [doi]
• White-Box Target Attack for EEG-Based BCI Regression ProblemsLubin Meng, Chin-Teng Lin, Tzyy-Ping Jung, Dongrui Wu. 476-488 [doi]
• Real-Time Guidewire Segmentation and Tracking in Endovascular Aneurysm RepairYan-Jie Zhou, Xiao-Liang Xie, Gui-bin Bian, Zeng-Guang Hou, Bao Liu, Zhi-Chao Lai, Xinkai Qu, Shi-Qi Liu, Xiao-Hu Zhou. 491-500 [doi]
• Infra-Slow Electroencephalogram Power Associates with Reaction Time in Simple Discrimination TasksNaoyuki Sato, Yuichi Katori. 501-511 [doi]
• Classifying Speech Data in Parkinson's Disease Based on Class Probability Output NetworksYe Jin Lee, Dae-Hyeon Kim, Rhee Man Kil, Hee Yong Youn. 512-523 [doi]
• ConvCaps: Multi-input Capsule Network for Brain Tumor ClassificationYiming Cheng, GuiHe Qin, Rui Zhao, Yanhua Liang, Minghui Sun. 524-534 [doi]
• G-ResNet: Improved ResNet for Brain Tumor ClassificationDunsheng Liu, Yuanning Liu, Liyan Dong. 535-545 [doi]
• Affinity Graph Based End-to-End Deep Convolutional Networks for CT Hemorrhage SegmentationJungrae Cho, Inchul Choi, Jaeil Kim, Sungmoon Jeong, Young Sup Lee, Jaechan Park, JungJoon Kim, Minho Lee. 546-555 [doi]
• On the Stability of a Pass-Thought Security System in Different Brain StatesNga Tran, Dat Tran, Shuangzhe Liu, Tien Pham. 556-567 [doi]
• Brain Network Decomposition by Auto Encoder (AE) and Graph Auto Encoder (GAE)Myungwon Choi, Pilsub Lee, Daegyeom Kim, Suji Lee, HyunChul Youn, Hyun-Ghang Jeong, Cheol E. Han. 568-579 [doi]
• Accelerated Training Algorithms of General Fuzzy Min-Max Neural Network Using GPU for Very High Dimensional DataThanh Tung Khuat, Bogdan Gabrys. 583-595 [doi]
• Evolving Artificial Neural Networks Using Butterfly Optimization Algorithm for Data ClassificationSeyed Mohammad Jafar Jalali, Sajad Ahmadian, Parham M. Kebria, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi. 596-607 [doi]
• Evolving an Optimal Decision Template for Combining ClassifiersTien Thanh Nguyen, Anh Vu Luong, Manh Truong Dang, Lan Phuong Dao, Thi Thu Thuy Nguyen, Alan Wee-Chung Liew, John McCall. 608-620 [doi]
• Performance Comparison of Type-1 and Type-2 Neuro-Fuzzy Controllers for a Flexible Joint ManipulatorAfshar Shamsi Jokandan, Abbas Khosravi, Saeid Nahavandi. 621-632 [doi]
• Fuzzy Deep Neural Network for Classification of Overlapped DataRukshima Dabare, Kok Wai Wong, Mohd Fairuz Shiratuddin, Polychronis Koutsakis. 633-643 [doi]
• On the Use of Diversity Mechanisms in Dynamic Constrained Continuous OptimizationMaryam Hasani-Shoreh, Frank Neumann 0001. 644-657 [doi]
• A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground SwarmsHung T. Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass. 658-669 [doi]
• Fuzzy Bilinear Latent Canonical Correlation Projection for Feature LearningYun-Hao Yuan, Hui Zhang, Yun Li 0010, Jipeng Qiang, Jianping Gou, Guangwei Gao, Bin Li 0006. 670-678 [doi]
• Evolving Pictures in Image Transition SpaceBradley Alexander, David Hin, Aneta Neumann, Safwan Ull-Karim. 679-690 [doi]
• Improved Multi-objective Evolutionary Subspace ClusteringDipanjyoti Paul, Abhishek Kumar, Sriparna Saha 0001, Jimson Mathew. 691-703 [doi]
• Network of Experts: Learning from Evolving Data Streams Through Network-Based EnsemblesHeitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read. 704-716 [doi]
• Deep Extremely Randomized TreesAbdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard. 717-729 [doi]
• An Advanced Version of MDNet for Visual TrackingJunfei Zhuang, Yuan Dong, Hongliang Bai, Gang Wang. 733-745 [doi]
• Enhanced LSTM with Batch NormalizationLi-na Wang, Guoqiang Zhong 0001, Shoujun Yan, Junyu Dong, Kaizhu Huang. 746-755 [doi]
• Combating Threat-Alert Fatigue with Online Anomaly Detection Using Isolation ForestMuhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi 0001, Daisuke Inoue. 756-765 [doi]
• A Fast Algorithm for Constructing Phylogenetic Trees with Application to IoT Malware ClusteringTianxiang He, Chansu Han, Ryoichi Isawa, Takeshi Takahashi 0001, Shuji Kijima, Jun'ichi Takeuchi, Koji Nakao. 766-778 [doi]