Table of Contents

• Adversarial Deep Learning with Stackelberg GamesAneesh Sreevallabh Chivukula, Xinghao Yang, Wei Liu. 3-12 [doi]
• Enhance Feature Representation of Dual Networks for Attribute PredictionYuchun Fang, Yilu Cao, Wei Zhang, Qiulong Yuan. 13-20 [doi]
• Data Augment in Imbalanced Learning Based on Generative Adversarial NetworksZhuocheng Zhou, Bofeng Zhang, Ying Lv, Tian Shi, Furong Chang. 21-30 [doi]
• A Deep Learning Scheme for Extracting Pedestrian-Parcel Tuples from VideosTongtong Wu, Xu Zhang, Fuqing Duan. 31-39 [doi]
• Support Matching: A Novel Regularization to Escape from Mode Collapse in GANsYinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao. 40-48 [doi]
• Patch-Based Generative Adversarial Network Towards Retinal Vessel SegmentationWaseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj. 49-56 [doi]
• A Gradient-Based Algorithm to Deceive Deep Neural NetworksTianying Xie, Yantao Li. 57-65 [doi]
• Writing Style Adversarial Network for Handwritten Chinese Character RecognitionHuan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu. 66-74 [doi]
• Recovering Super-Resolution Generative Adversarial Network for Underwater ImagesYang Chen, Jinxuan Sun, Wencong Jiao, Guoqiang Zhong 0001. 75-83 [doi]
• Hierarchical Attention CNN and Entity-Aware for Relation ExtractionXinyu Zhu, Gongshen Liu, Bo Su. 87-94 [doi]
• Fault Tolerant Broad Learning SystemMuideen Adegoke, Chi-Sing Leung, John Sum. 95-103 [doi]
• Group Loss: An Efficient Strategy for Salient Object DetectionYikai Hua, Xiaodong Gu. 104-111 [doi]
• PPGCN: A Message Selection Based Approach for Graph ClassificationXinyang Liu, Zheng Liu 0001, Yanwen Qu. 112-121 [doi]
• Multi-task Temporal Convolutional Network for Predicting Water Quality Sensor DataYi-Fan Zhang, Peter J. Thorburn, Peter Fitch. 122-130 [doi]
• CNN-LSTM Neural Networks for Anomalous Database Intrusion Detection in RBAC-Administered ModelTae-young Kim, Sung-Bae Cho. 131-139 [doi]
• MC-HDCNN: Computing the Stereo Matching Cost with a Hybrid Dilated Convolutional Neural NetworkYunhong Liu, Yizhu Huang. 140-147 [doi]
• Convolutional Neural Network to Detect Thorax Diseases from Multi-view Chest X-RaysMaram Mahmoud A. Monshi, Josiah Poon, Vera Chung. 148-158 [doi]
• Visual Speaker Authentication by a CNN-Based Scheme with Discriminative Segment AnalysisJiahui Sun, Shilin Wang, Quanhai Zhang. 159-167 [doi]
• Intrusion Detection Using Temporal Convolutional NetworksZhipeng Li, Zheng Qin, Pengbo Shen, Liu Jiang. 168-178 [doi]
• Empirical Study of Easy and Hard Examples in CNN TrainingIkki Kishida, Hideki Nakayama. 179-188 [doi]
• GCNDA: Graph Convolutional Networks with Dual Attention Mechanisms for Aspect Based Sentiment AnalysisJunjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai, Yi Jing. 189-197 [doi]
• A Wind Power Prediction Method Based on Deep Convolutional Network with Multiple FeaturesShizhan Chen, Bo You, Xuewei Li, Mei Yu, Jian Yu, Zhuo Zhang, Jie Gao, Zhiqiang Liu, Ruiguo Yu. 198-206 [doi]
• Simple ConvNet Based on Bag of MLP-Based Local DescriptorsTakumi Kobayashi, Hidenori Ide, Kenji Watanabe. 207-215 [doi]
• Convolutional LSTM: A Deep Learning Method for Motion Intention Recognition Based on Spatiotemporal EEG DataZhijie Fang, Weiqun Wang, Zeng-Guang Hou. 216-224 [doi]
• A Deep Neural Network Model for Rating Prediction Based on Multi-layer Prediction and Multi-granularity Latent Feature VectorsBo Yang 0011, Qilin Mu, Hairui Zou, Yancheng Zeng, Hau-San Wong, Zesong Li, Peng Wang. 227-236 [doi]
• LSPM: Joint Deep Modeling of Long-Term Preference and Short-Term Preference for RecommendationJie Chen, Lifen Jiang, Huazhi Sun, Chunmei Ma, Zekang Liu, Dake Zhao. 237-246 [doi]
• How We Achieved a Production Ready Slot Filling Deep Neural Network Without Initial Natural Language DataFrançois Torregrossa, Nihel Kooli, Robin Allesiardo, Erwan Pigneul. 247-255 [doi]
• Swarm Intelligence Based Ensemble Learning of Deep Neural NetworksTao Li, Jinwen Ma. 256-264 [doi]
• DSMRSeg: Dual-Stage Feature Pyramid and Multi-Range Context Aggregation for Real-Time Semantic SegmentationMingdong Yang, Ying Shi. 265-273 [doi]
• Safety and Robustness of Deep Neural Networks Object Recognition Under Generic AttacksMallek Mziou-Sallami, Mohamed Ibn Khedher, Asma Trabelsi, Samy Kerboua-Benlarbi, Dimitri Bettebghor. 274-286 [doi]
• Deep Neural Network Hyperparameter Optimization with Orthogonal Array TuningXiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge 0004, Manqing Dong. 287-295 [doi]
• Improving the Identification of Code Smells by Combining Structural and Semantic InformationMouna Hadj-Kacem, Nadia Bouassida. 296-304 [doi]
• Learnable Gabor Convolutional NetworksGuoqiang Zhong 0001, Wei Gao, Wencong Jiao, Biao Shen, Dongdong Xia. 305-313 [doi]
• Deep Autoencoder on Personalized Facet SelectionSiripinyo Chantamunee, Kok Wai Wong, Chun Che Fung. 314-322 [doi]
• Attention-Based Deep Q-Network in Complex SystemsKun Ni, Danning Yu, Yunlong Liu. 323-332 [doi]
• Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung DiseasesPeng Gang, Wei Zeng, Yuri Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii Stirenko. 333-340 [doi]
• A Comparison Study of Deep Learning Techniques to Increase the Spatial Resolution of Photo-Realistic ImagesAndrew M. Shackleton, Abdulrahman M. Altahhan. 341-348 [doi]
• A Robust Embedding for Attributed Networks with OutliersCheng Zhang, Le Zhang, Yuanye He, Daren Zha. 351-362 [doi]
• Pay Attention to Deep Feature Fusion in Crowd Density EstimationHuimin Guo, Fujin He, Xin Cheng, Xinghao Ding, Yue Huang 0001. 363-370 [doi]
• Knowledge Reuse of Learning Agent Based on Factor Information of Behavioral RulesFumiaki Saitoh. 371-379 [doi]
• Community Based Node Embeddings for NetworksP. Meghashyam, V. Susheela Devi. 380-387 [doi]
• Code Generation from Supervised Code EmbeddingsHan Hu, Qiuyuan Chen, Zhaoyi Liu. 388-396 [doi]
• ComNE: Reinforcing Network Embedding with Community LearningAhmed Fathy, Kan Li. 397-405 [doi]
• 2PLS: A Novel Bilinear Method for Facial Feature FusionYun-Hao Yuan, Li Zhu, Yun Li 0010, Jipeng Qiang, Bin Li 0006, Jianping Gou, Chaofeng Li. 406-413 [doi]
• Learning Network Representation via Ego-Network-Level RelationshipBencheng Yan, Shenglei Huang. 414-422 [doi]
• DMCM: A Deep Multi-Channel Model for Dynamic Movie RecommendationXinyi Wang, Min Gao 0001, Zhenni Lu, Zongwei Wang, Junwei Zhang, Yi Zhang. 425-432 [doi]
• Dance to Music Expressively: A Brain-Inspired System Based on Audio-Semantic Model for Cognitive Development of RobotsDengju Li, Rui Yan 0005, Xiaoliang Xu, Huajin Tang. 433-440 [doi]
• Identifying EEG Responses Modulated by Working Memory Loads from Weighted Phase Lag Index Based Functional Connectivity MicrostatesLi Zhang, Bo Shi, Mingna Cao, Sai Zhang, Yiming Dai, Yanmei Zhu. 441-449 [doi]
• Combining Fisheye Camera with Odometer for Autonomous ParkingDonglin Bai, Jianbo Su. 450-457 [doi]
• Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour PredictionJoel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers. 458-465 [doi]
• Multi-class Human Body Parsing with Edge-Enhancement NetworkXi Huang, Keyu Wu, Gang Hu, Jie Shao. 466-477 [doi]
• vUBM: A Variational Universal Background Model for EEG-Based Person AuthenticationHuyen Tran, Dat Tran, Wanli Ma, Phuoc Nguyen. 478-485 [doi]
• Passenger Demographic Attributes Prediction for Human-Centered Public TransportCan Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller. 486-494 [doi]
• Spontaneous EEG Classification Using Complex Valued Neural NetworkAkira Ikeda, Yoshikazu Washizawa. 495-503 [doi]
• Tongue Coating Classification Based on Multiple-Instance Learning and Deep FeaturesXiaoqiang Li, Yonghui Tang, Yue Sun. 504-511 [doi]
• Machine Learning Based Trust Model for Misbehaviour Detection in Internet-of-VehiclesSarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng. 512-520 [doi]
• Toward the Ontology-Based Security Verification and Validation Model for the Vehicular DomainAbdelkader Magdy Shaaban, Christoph Schmittner, Gerald Quirchmayr, A. Baith Mohamed, Thomas Gruber, Erich Schikuta. 521-529 [doi]
• Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm TeamingRaul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. 530-539 [doi]
• Adaptive Estimation of Human-Robot Interaction Force for Lower Limb RehabilitationXu Liang, Weiqun Wang, Zengguang Hou, Shixin Ren, Jiaxing Wang, Weiguo Shi, Tingting Su. 540-547 [doi]
• Effect of Incomplete Memorization in a Computational Model of Human CognitionToshihiko Matsuka, Yoshiko Kawabbatas, Kuangzhe Xu. 548-556 [doi]
• Decoding Action Observation Using Complex Brain Networks from Simultaneously Recorded EEG-fNIRS SignalsYichuan Jiang, Peng Wang, Hui Liu, Sheng Ge. 559-569 [doi]
• Characterizing and Identifying Autism Disorder Using Regional Connectivity Patterns and Extreme Gradient Boosting ClassifierThomas M. Epalle, Yuqing Song 0001, Hu Lu, Zhe Liu 0004. 570-579 [doi]
• TP-ADMM: An Efficient Two-Stage Framework for Training Binary Neural NetworksYong Yuan, Chen Chen 0036, Xiyuan Hu, Silong Peng. 580-588 [doi]
• Fast and Accurate Lung Tumor Spotting and Segmentation for Boundary Delineation on CT Slices in a Coarse-to-Fine FrameworkShu-Chao Pang, AnAn Du, Xiaoli He, Jorge Díez, Mehmet A. Orgun. 589-597 [doi]
• Exploration of Different Attention Mechanisms on Medical Image SegmentationJie Tian, Kaijie Wu 0002, Kai Ma, Hao Cheng 0004, Chaocheng Gu. 598-606 [doi]
• Machine Learning Based Method for Huntington's Disease Gait Pattern RecognitionXiuyu Huang, Matloob Khushi, Mark Latt, Clement Loy, Simon K. Poon. 607-614 [doi]
• Research on Deep Learning-Based Intelligent Diagnosis Algorithms for OCT Medical Images of Macular EdemaZiwei Li, Xuesong Zhao, Airu Yin, Chuyang Guo, Li Chen. 615-623 [doi]
• Using (Automated) Machine Learning and Drug Prescription Records to Predict Mortality and Polypharmacy in Older Type 2 Diabetes Mellitus PatientsSimon Kocbek, Primoz Kocbek, Tina Zupanic, Gregor Stiglic, Bogdan Gabrys. 624-632 [doi]
• Deep Vision System for Clinical Gait Analysis in and Out of HospitalHosang Yu, Kyunghun Kang, Sungmoon Jeong, Jaechan Park. 633-642 [doi]
• Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural NetworksMariana-Iuliana Georgescu, Radu-Tudor Ionescu. 645-653 [doi]
• Analysis of Key Face Parts to Detect Emotional Expression Using a Neural Network ModelKatsuki Izumi, Osamu Araki, Tomokazu Urakawa. 654-661 [doi]
• Multi-task Gated Contextual Cross-Modal Attention Framework for Sentiment and Emotion AnalysisSuyash Sangwan, Dushyant Singh Chauhan, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya. 662-669 [doi]
• A Cross-Culture Study on Multimodal Emotion Recognition Using Deep LearningLu Gan, Wei Liu, Yun Luo, Xun Wu, Bao-Liang Lu. 670-680 [doi]
• Time-Frequency Deep Representation Learning for Speech Emotion Recognition Integrating Self-attentionJiaxing Liu, Zhilei Liu, Longbiao Wang, Lili Guo, Jianwu Dang. 681-689 [doi]
• Sparse Graphic Attention LSTM for EEG Emotion RecognitionSuyuan Liu, Wenming Zheng, Tengfei Song, Yuan Zong. 690-697 [doi]
• Dynamic Facial Stress Recognition in Temporal Convolutional NetworkSidong Feng. 698-706 [doi]
• A Comparison of CasPer Against Other ML Techniques for Stress RecognitionJack Michael Harding Sekoranja. 707-714 [doi]
• On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information CriterionTomasz Rutkowski, Krystian Lapa, Maciej Jaworski, Radoslaw Nielek, Danuta Rutkowska. 717-724 [doi]
• A Hybrid Evolutionary Algorithm with Taboo and Competition Strategies for Minimum Vertex Cover ProblemGang Yang 0001, Daopeng Wang, Jieping Xu. 725-732 [doi]
• Ant Colony System for Carpool Service Problem with High Seating CapacityZhi-Min Huang, Wei-neng Chen, Wen Shi, Xiao-Min Hu. 733-740 [doi]
• Enhancing Artificial Bee Colony Algorithm with Directional InformationQiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang. 741-749 [doi]
• Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical DescriptionsTommy Liu, Jo Plested. 750-757 [doi]
• Using an Evolutionary Algorithm to Optimize the Hyper-parameters of a Cascading Neural NetworkAngus Vos, Jo Plested. 758-765 [doi]
• Instruction Cognitive One-Shot Malware Outbreak DetectionSean Park, Iqbal Gondal, Joarder Kamruzzaman, Jon Oliver. 769-778 [doi]