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ISNN 2017: Hokkaido, Japan
- Fengyu Cong, Andrew Chi-Sing Leung, Qinglai Wei:
Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21-26, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10261, Springer 2017, ISBN 978-3-319-59071-4
Clustering, Classification, Modeling, and Forecasting
- Xufen Cai, Min Yang, Rong Zhu, Xiaoyan Li, Long Ye, Qin Zhang:
Online Multi-threshold Learning with Imbalanced Data Stream. 3-9 - Chanawee Chavaltada, Kitsuchart Pasupa
, David R. Hardoon:
A Comparative Study of Machine Learning Techniques for Automatic Product Categorisation. 10-17 - Jiejie Chen
Bootstrap Based on Generalized Regression Neural Network for Landslide Displacement for Interval Prediction. 18-27 - Yaran Chen
Multi-task Learning with Cartesian Product-Based Multi-objective Combination for Dangerous Object Detection. 28-35 - Cuihua Ma, Ping Guo
Collaborative Response Content Recommendation for Customer Service Agents. 36-43 - Jia-Le Cui, Shuang Qiu, Mingyang Jiang, Zhi-Li Pei, Yinan Lu:
Text Classification Based on ReLU Activation Function of SAE Algorithm. 44-50 - Daniela Danciu
On Designing New Structures with Emergent Computing Properties. 51-59 - Fumito Ebuchi, Takuya Kitamura:
Fast Sparse Least Squares Support Vector Machines by Block Addition. 60-70 - Cui-juan Fang, Fengjing Shao, Wen-Peng Zhou, Chun-Xiao Xing
Construction and Analysis of Meteorological Elements Correlation Network. 71-80 - Atsushi Hirota, Nguyen Huy Tiep, Le Van Khanh, Natsuki Oka:
Classifying Helmeted and Non-helmeted Motorcyclists. 81-86 - Jian Hou, Shen Yin
Dominant Set Based Density Kernel and Clustering. 87-94 - Xiaotao Huang, Yan Gao, Liqun Huang, Zhizhao Zhang, Yuhua Li, Fen Wang, Ling Kang:
Web Content Extraction Using Clustering with Web Structure. 95-103 - Teerawat Kumrai, Kyoung-Sook Kim
Optimal KD-Partitioning for the Local Outlier Detection in Geo-Social Points. 104-112 - Junghoon Lee, Gyung-Leen Park:
V2G Demand Prediction Based on Daily Pattern Clustering and Artificial Neural Networks. 113-119 - Bolin Liao, Chuan Ma, Lin Xiao
An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. 120-126 - Zhouhua Peng, Jun Wang
State Estimation for Autonomous Surface Vehicles Based on Echo State Networks. 127-134 - Tomás Pevný
Using Neural Network Formalism to Solve Multiple-Instance Problems. 135-142 - Nantiwat Pholdee
Many-Objective Optimisation of Trusses Through Meta-Heuristics. 143-152 - Leonard K. M. Poon
Clustering with Multidimensional Mixture Models: Analysis on World Development Indicators. 153-160 - Xiaobiao Wang, Changjun Zhou, Xuedong Zheng, Qiang Zhang
Logic Calculation Based on Two-Domain DNA Strand Displacement. 161-169 - Lin Chen, Zhong He, Xiaoping Wang, Zhigang Zeng
Several Logic Gates Extended from MAGIC-Memristor-Aided Logic. 170-179 - Bingyuan Xu, Zhiheng Zhou, Junchu Huang, Yu Huang:
Static Hand Gesture Recognition Based on RGB-D Image and Arm Removal. 180-187 - Fangzheng Xue, Xuyang Chen, Xiumin Li:
Real-Time Classification Through a Spiking Deep Belief Network with Intrinsic Plasticity. 188-196 - Yongliang Yang, Donald Wunsch
Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning Machine. 197-205 - Nian Zhang, Jiang Xiong, Jing Zhong, Lara A. Thompson, Hong Ying:
An Enhanced K-Nearest Neighbor Classification Method Based on Maximal Coherence and Validity Ratings. 206-214 - Yishen Zhang, Dong Wang, Yuehui Chen, Yaou Zhao, Peng Shao, Qingfang Meng:
Credit Risk Assessment Based on Flexible Neural Tree Model. 215-222 - Bulent Ayhan, Chiman Kwan
A Portable Prognostic System for Bearing Monitoring. 223-233 - Changchang Hu:
Parameter Estimation of Linear Systems with Quantized Innovations. 234-241 - Jian Hu, Xin Xin, Ping Guo
LSTM with Matrix Factorization for Road Speed Prediction. 242-249
Cognition Computation and Neural Networks
- Abdujelil Abdurahman
Adaptive Control Strategy for Projective Synchronization of Neural Networks. 253-260 - Narges Ashena, Vassilis Papadourakis, Vassilis Raos
Real-Time Decoding of Arm Kinematics During Grasping Based on F5 Neural Spike Data. 261-268 - Bulent Ayhan, Chiman Kwan
Application of Deep Belief Network to Land Cover Classification Using Hyperspectral Images. 269-276 - Ke Bai, Fangzhou Liao, Xiaolin Hu:
Reservoir Computing with a Small-World Network for Discriminating Two Sequential Stimuli. 277-284 - Linlin Chen, Xiaohong Ma, Shuxue Ding:
Single Channel Speech Separation Using Deep Neural Network. 285-292 - Vijay Daultani, Yoshiyuki Ohno, Kazuhisa Ishizaka:
Sparse Direct Convolutional Neural Network. 293-303 - Erick De la Rosa, Wen Yu
Fuzzy Modeling from Black-Box Data with Deep Learning Techniques. 304-312 - Junbin Gao
Matrix Neural Networks. 313-320 - Wei Gao, Chuyi Song, Jingqing Jiang, Chenggang Zhang:
Simplified Particle Swarm Optimization Algorithm Based on Improved Learning Factors. 321-328 - Dawei Gong, Xiaolin Dai, Jinliang Song, Bonan Huang
Synchronization Analysis for Complex Networks with Interval Coupling Delay. 329-336 - Shenshen Gu, Xiaowen Wang:
FPGA Implementation of the L Smallest k-Subsets Sum Problem Based on the Finite-Time Convergent Recurrent Neural Network. 337-345 - Junchu Huang, Zhiheng Zhou, Bingyuan Xu, Yu Huang:
Accelerating Stochastic Variance Reduced Gradient Using Mini-Batch Samples on Estimation of Average Gradient. 346-353 - Yujiao Huang, Shijun Chen, Jie Xiao, Pengyi Hao:
Coexistence and Local Exponential Stability of Multiple Equilibria in Memristive Neural Networks with a Class of General Nonmonotonic Activation Functions. 354-362 - Kao-Shing Hwang
A Reinforcement Learning Method with Implicit Critics from a Bystander. 363-370 - Takashi Kanamaru:
The Mixed States of Associative Memories Realize Unimodal Distribution of Dominance Durations in Multistable Perception. 371-378 - Tatiana V. Lazovskaya, Dmitriy A. Tarkhov
Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular Interventions. 379-385 - Guiying Li, Junlong Liu, Chunhui Jiang, Liangpeng Zhang, Minlong Lin, Ke Tang:
Relief R-CNN: Utilizing Convolutional Features for Fast Object Detection. 386-394 - Xiumin Li, Qing Chen, Fangzheng Xue, Hongjun Zhou:
The Critical Dynamics in Neural Network Improve the Computational Capability of Liquid State Machines. 395-403 - Jieyin Mai, Manchun Tan, Yunfeng Liu, Desheng Xu:
Exponential Stability of the Coupled Neural Networks with Different State Dimensions. 404-412 - Norbert Michael Mayer:
Critical Echo State Networks that Anticipate Input Using Morphable Transfer Functions. 413-420 - Alex Pitti
INFERNO: A Novel Architecture for Generating Long Neuronal Sequences with Spikes. 421-428 - Calin-Adrian Popa
Global Exponential Stability for Matrix-Valued Neural Networks with Time Delay. 429-438 - Calin-Adrian Popa
Global Asymptotic Stability for Octonion-Valued Neural Networks with Delay. 439-448 - Nuttachot Promrit, Sajjaporn Waijanya
Convolutional Neural Networks for Thai Poem Classification. 449-456 - Guang Qiao, Hongyue Du, Yi Zeng
A Quaternionic Rate-Based Synaptic Learning Rule Derived from Spike-Timing Dependent Plasticity. 457-465 - Jian Shang, Wei Zhang, Jiang Xiong, Qingshan Liu:
Cognitive Load Recognition Using Multi-channel Complex Network Method. 466-474 - Yang Tang:
Event-Triggering Sampling Based Synchronization of Delayed Complex Dynamical Networks: An M-matrix Approach. 475-482 - Sophie Tourret, Enguerrand Gentet, Katsumi Inoue
Learning Human-Understandable Description of Dynamical Systems from Feed-Forward Neural Networks. 483-492 - Fei Wang, Yongqing Yang, Jianquan Lu
Stability and Stabilization of Time-Delayed Fractional Order Neural Networks via Matrix Measure. 493-501 - William H. Wilson:
Metrics and the Cooperative Process of the Self-organizing Map Algorithm. 502-510 - Youshen Xia:
A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction Problems. 511-520 - Lin Xiao
A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion. 521-528 - Jinli Xie, Qinjun Zhao, Jianyu Zhao:
Burst and Correlated Firing in Spiking Neural Network with Global Inhibitory Feedback. 529-535 - Ning Xie, Kyle Brown, Nathan Rude, Derek Doran:
A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots. 536-546 - Guoling Yang, Bingjie Zhang, Zhaoyang Sang, Jian Wang
A Caputo-Type Fractional-Order Gradient Descent Learning of BP Neural Networks. 547-554 - Zhao Yang, Xiaofeng Liao:
Attracting Sets of Non-autonomous Complex-Valued Neural Networks with both Distributed and Time-Varying Delays. 555-563 - Zhenjiang Zhao, Qiankun Song, Yuchen Zhao:
Stability of Complex-Valued Neural Networks with Two Additive Time-Varying Delay Components. 564-571 - Tomoaki Negishi, Motonobu Hattori
Alpine Plants Recognition with Deep Convolutional Neural Network. 572-577
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