Table of Contents

• Online Multi-threshold Learning with Imbalanced Data StreamXufen Cai, Min Yang, Rong Zhu, Xiaoyan Li, Long Ye, Qin Zhang. 3-9 [doi]
• A Comparative Study of Machine Learning Techniques for Automatic Product CategorisationChanawee Chavaltada, Kitsuchart Pasupa, David R. Hardoon. 10-17 [doi]
• Bootstrap Based on Generalized Regression Neural Network for Landslide Displacement for Interval PredictionJiejie Chen, Zhigang Zeng, Ping Jiang. 18-27 [doi]
• Multi-task Learning with Cartesian Product-Based Multi-objective Combination for Dangerous Object DetectionYaran Chen, Dongbin Zhao. 28-35 [doi]
• Collaborative Response Content Recommendation for Customer Service AgentsCuihua Ma, Ping Guo, Xin Xin, Xiaoyu Ma, Yanjie Liang, Shaomin Xing, Li Li, Shaozhuang Liu. 36-43 [doi]
• Text Classification Based on ReLU Activation Function of SAE AlgorithmJia-Le Cui, Shuang Qiu, Ming-Yang Jiang, Zhi-Li Pei, Yi-nan Lu. 44-50 [doi]
• On Designing New Structures with Emergent Computing PropertiesDaniela Danciu, Vladimir Rasvan. 51-59 [doi]
• Fast Sparse Least Squares Support Vector Machines by Block AdditionFumito Ebuchi, Takuya Kitamura. 60-70 [doi]
• Construction and Analysis of Meteorological Elements Correlation NetworkCui-juan Fang, Fengjing Shao, Wen-Peng Zhou, Chun-Xiao Xing, Yi Sui. 71-80 [doi]
• Classifying Helmeted and Non-helmeted MotorcyclistsAtsushi Hirota, Nguyen Huy Tiep, Le Van Khanh, Natsuki Oka. 81-86 [doi]
• Dominant Set Based Density Kernel and ClusteringJian Hou, Shen Yin. 87-94 [doi]
• Web Content Extraction Using Clustering with Web StructureXiaotao Huang, Yan Gao, Liqun Huang, Zhizhao Zhang, Yuhua Li, Fen Wang, Ling Kang. 95-103 [doi]
• Optimal KD-Partitioning for the Local Outlier Detection in Geo-Social PointsTeerawat Kumrai, Kyoung-Sook Kim, Mianxiong Dong, Hirotaka Ogawa. 104-112 [doi]
• V2G Demand Prediction Based on Daily Pattern Clustering and Artificial Neural NetworksJunghoon Lee, Gyung-Leen Park. 113-119 [doi]
• An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial AverageBolin Liao, Chuan Ma, Lin Xiao, Rongbo Lu, Lei Ding. 120-126 [doi]
• State Estimation for Autonomous Surface Vehicles Based on Echo State NetworksZhouhua Peng, Jun Wang, Dan Wang. 127-134 [doi]
• Using Neural Network Formalism to Solve Multiple-Instance ProblemsTomás Pevný, Petr Somol. 135-142 [doi]
• Many-Objective Optimisation of Trusses Through Meta-HeuristicsNantiwat Pholdee, Sujin Bureerat, Papot Jaroenapibal, Thana Radpukdee. 143-152 [doi]
• Clustering with Multidimensional Mixture Models: Analysis on World Development IndicatorsLeonard K. M. Poon. 153-160 [doi]
• Logic Calculation Based on Two-Domain DNA Strand DisplacementXiaobiao Wang, Changjun Zhou, Xuedong Zheng, Qiang Zhang. 161-169 [doi]
• Several Logic Gates Extended from MAGIC-Memristor-Aided LogicLin Chen, Zhong He, Xiaoping Wang, Zhigang Zeng. 170-179 [doi]
• Static Hand Gesture Recognition Based on RGB-D Image and Arm RemovalBingyuan Xu, Zhiheng Zhou, Junchu Huang, Yu Huang. 180-187 [doi]
• Real-Time Classification Through a Spiking Deep Belief Network with Intrinsic PlasticityFangzheng Xue, Xuyang Chen, Xiumin Li. 188-196 [doi]
• Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning MachineYongliang Yang, Donald Wunsch, Zhishan Guo, Yixin Yin. 197-205 [doi]
• An Enhanced K-Nearest Neighbor Classification Method Based on Maximal Coherence and Validity RatingsNian Zhang, Jiang Xiong, Jing Zhong, Lara A. Thompson, Hong Ying. 206-214 [doi]
• Credit Risk Assessment Based on Flexible Neural Tree ModelYishen Zhang, Dong Wang, Yuehui Chen, Yaou Zhao, Peng Shao, Qingfang Meng. 215-222 [doi]
• A Portable Prognostic System for Bearing MonitoringBulent Ayhan, Chiman Kwan, Steven Liang. 223-233 [doi]
• Parameter Estimation of Linear Systems with Quantized InnovationsChangchang Hu. 234-241 [doi]
• LSTM with Matrix Factorization for Road Speed PredictionJian Hu, Xin Xin, Ping Guo. 242-249 [doi]
• Adaptive Control Strategy for Projective Synchronization of Neural NetworksAbdujelil Abdurahman, Cheng Hu, Ahmadjan Muhammadhaji, Haijun Jiang. 253-260 [doi]
• Real-Time Decoding of Arm Kinematics During Grasping Based on F5 Neural Spike DataNarges Ashena, Vassilis Papadourakis, Vassilis Raos, Erhan Öztop. 261-268 [doi]
• Application of Deep Belief Network to Land Cover Classification Using Hyperspectral ImagesBulent Ayhan, Chiman Kwan. 269-276 [doi]
• Reservoir Computing with a Small-World Network for Discriminating Two Sequential StimuliKe Bai, Fangzhou Liao, Xiaolin Hu. 277-284 [doi]
• Single Channel Speech Separation Using Deep Neural NetworkLinlin Chen, Xiaohong Ma, Shuxue Ding. 285-292 [doi]
• Sparse Direct Convolutional Neural NetworkVijay Daultani, Yoshiyuki Ohno, Kazuhisa Ishizaka. 293-303 [doi]
• Fuzzy Modeling from Black-Box Data with Deep Learning TechniquesErick De la Rosa, Wen Yu, Humberto Sossa. 304-312 [doi]
• Matrix Neural NetworksJunbin Gao, Yi Guo, Zhiyong Wang. 313-320 [doi]
• Simplified Particle Swarm Optimization Algorithm Based on Improved Learning FactorsWei Gao, Chuyi Song, Jingqing Jiang, Chenggang Zhang. 321-328 [doi]
• Synchronization Analysis for Complex Networks with Interval Coupling DelayDawei Gong, Xiaolin Dai, Jinliang Song, Bonan Huang. 329-336 [doi]
• FPGA Implementation of the L Smallest k-Subsets Sum Problem Based on the Finite-Time Convergent Recurrent Neural NetworkShenshen Gu, Xiaowen Wang. 337-345 [doi]
• Accelerating Stochastic Variance Reduced Gradient Using Mini-Batch Samples on Estimation of Average GradientJunchu Huang, Zhiheng Zhou, Bingyuan Xu, Yu Huang. 346-353 [doi]
• Coexistence and Local Exponential Stability of Multiple Equilibria in Memristive Neural Networks with a Class of General Nonmonotonic Activation FunctionsYujiao Huang, Shijun Chen, Jie Xiao, Pengyi Hao. 354-362 [doi]
• A Reinforcement Learning Method with Implicit Critics from a BystanderKao-Shing Hwang, Chi-Wei Hsieh, Wei-Cheng Jiang, Jin-Ling Lin. 363-370 [doi]
• The Mixed States of Associative Memories Realize Unimodal Distribution of Dominance Durations in Multistable PerceptionTakashi Kanamaru. 371-378 [doi]
• Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular InterventionsTatiana V. Lazovskaya, Dmitriy A. Tarkhov, Gelena A. Berezovskaya, Nikolay N. Petrischev, Ildar U. Zulkarnay. 379-385 [doi]
• Relief R-CNN: Utilizing Convolutional Features for Fast Object DetectionGuiying Li, Junlong Liu, Chunhui Jiang, Liangpeng Zhang, Minlong Lin, Ke Tang. 386-394 [doi]
• The Critical Dynamics in Neural Network Improve the Computational Capability of Liquid State MachinesXiumin Li, Qing Chen, Fangzheng Xue, Hongjun Zhou. 395-403 [doi]
• Exponential Stability of the Coupled Neural Networks with Different State DimensionsJieyin Mai, Manchun Tan, Yunfeng Liu, Desheng Xu. 404-412 [doi]
• Critical Echo State Networks that Anticipate Input Using Morphable Transfer FunctionsNorbert Michael Mayer. 413-420 [doi]
• INFERNO: A Novel Architecture for Generating Long Neuronal Sequences with SpikesAlex Pitti, Philippe Gaussier, Mathias Quoy. 421-428 [doi]
• Global Exponential Stability for Matrix-Valued Neural Networks with Time DelayCalin-Adrian Popa. 429-438 [doi]
• Global Asymptotic Stability for Octonion-Valued Neural Networks with DelayCalin-Adrian Popa. 439-448 [doi]
• Convolutional Neural Networks for Thai Poem ClassificationNuttachot Promrit, Sajjaporn Waijanya. 449-456 [doi]
• A Quaternionic Rate-Based Synaptic Learning Rule Derived from Spike-Timing Dependent PlasticityGuang Qiao, Hongyue Du, Yi Zeng. 457-465 [doi]
• Cognitive Load Recognition Using Multi-channel Complex Network MethodJian Shang, Wei Zhang, Jiang Xiong, Qingshan Liu. 466-474 [doi]
• Event-Triggering Sampling Based Synchronization of Delayed Complex Dynamical Networks: An M-matrix ApproachYang Tang. 475-482 [doi]
• Learning Human-Understandable Description of Dynamical Systems from Feed-Forward Neural NetworksSophie Tourret, Enguerrand Gentet, Katsumi Inoue. 483-492 [doi]
• Stability and Stabilization of Time-Delayed Fractional Order Neural Networks via Matrix MeasureFei Wang, Yongqing Yang, Jianquan Lu, Jinde Cao. 493-501 [doi]
• Metrics and the Cooperative Process of the Self-organizing Map AlgorithmWilliam H. Wilson. 502-510 [doi]
• A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction ProblemsYoushen Xia. 511-520 [doi]
• A Complex Gradient Neural Dynamics for Fast Complex Matrix InversionLin Xiao, Bolin Liao, Qinli Zeng, Lei Ding, Rongbo Lu. 521-528 [doi]
• Burst and Correlated Firing in Spiking Neural Network with Global Inhibitory FeedbackJinli Xie, Qinjun Zhao, Jianyu Zhao. 529-535 [doi]
• A Soft Computing Prefetcher to Mitigate Cache Degradation by Web RobotsNing Xie, Kyle Brown, Nathan Rude, Derek Doran. 536-546 [doi]
• A Caputo-Type Fractional-Order Gradient Descent Learning of BP Neural NetworksGuoling Yang, Bingjie Zhang, Zhaoyang Sang, Jian Wang, Hua Chen. 547-554 [doi]
• Attracting Sets of Non-autonomous Complex-Valued Neural Networks with both Distributed and Time-Varying DelaysZhao Yang, Xiaofeng Liao. 555-563 [doi]
• Stability of Complex-Valued Neural Networks with Two Additive Time-Varying Delay ComponentsZhenjiang Zhao, Qiankun Song, Yuchen Zhao. 564-571 [doi]
• Alpine Plants Recognition with Deep Convolutional Neural NetworkTomoaki Negishi, Motonobu Hattori. 572-577 [doi]