dblp: ISNN 2019 (original) (raw)



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ISNN 2019: Moscow, Russia

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Huchuan Lu, Huajin Tang, Zhanshan Wang:
Advances in Neural Networks - ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10-12, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11554, Springer 2019, ISBN 978-3-030-22795-1
Learning System, Graph Model, and Adversarial Learning

Wen Yu
, Xiaoou Li
, Jesus Gonzalez:
Fast Training of Deep LSTM Networks. 3-10

Anton Agafonov
, Alexander Yumaganov:
Bus Arrival Time Prediction with LSTM Neural Network. 11-18

Tatiana T. Kaverzneva, Galina F. Malykhina, Dmitriy A. Tarkhov:
From Differential Equations to Multilayer Neural Network Models. 19-27

Isaac Chairez
, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak:
Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. 28-38

Kechuan Wu, Xiaoping Wang, Mian Li:
Better Performance of Memristive Convolutional Neural Network Due to Stochastic Memristors. 39-47

Ling Yu, Zhen Zhang, Xuetao Xie
, Hua Chen, Jian Wang
:
Unsupervised Feature Selection Using RBF Autoencoder. 48-57

Xingjian Chen, Jianbo Su, Jun Zhang:
A Two-Teacher Framework for Knowledge Distillation. 58-66

Yuriy S. Fedorenko, Valeriy M. Chernenkiy, Yuriy E. Gapanyuk
:
The Neural Network for Online Learning Task Without Manual Feature Extraction. 67-76

Zhe Qiu, Xiaodong Gu:
Graph Convolution and Self Attention Based Non-maximum Suppression. 77-86

Xu Jiang, Xiaohong Ma:
Dynamic Graph CNN with Attention Module for 3D Hand Pose Estimation. 87-96

Yi Lu, Yaran Chen
, Dongbin Zhao
, Jianxin Chen:
Graph-FCN for Image Semantic Segmentation. 97-105

Yaoman Li
, Irwin King
:
Architecture Search for Image Inpainting. 106-115

Chunyan Lu, Shukai Duan, Lidan Wang
:
An Improved Capsule Network Based on Newly Reconstructed Network and the Method of Sharing Parameters. 116-123

Bixiao Meng, Baomin Xu, Erjing Zhou, Shuangyuan Yu, Hongfeng Yin:
Bidirectional Gated Recurrent Unit Networks for Relation Classification with Multiple Attentions and Semantic Information. 124-132

Vasiliy Osipov, Viktor Nikiforov:
Functional and Structural Features of Recurrent Neural Networks with Controlled Elements. 133-140

Yun Luo, Lizhen Zhu
, Bao-Liang Lu
:
A GAN-Based Data Augmentation Method for Multimodal Emotion Recognition. 141-150

Shuailong Lian, Hejian Zhou, Yi Sun:
FG-SRGAN: A Feature-Guided Super-Resolution Generative Adversarial Network for Unpaired Image Super-Resolution. 151-161
Time Series Analysis, Dynamic Prediction, and Uncertain Estimation

Ryotaro Miura, Lukás Pichl, Taisei Kaizoji:
Artificial Neural Networks for Realized Volatility Prediction in Cryptocurrency Time Series. 165-172

Sebastián Basterrech:
Pattern Matching in Sequential Data Using Reservoir Projections. 173-183

Ping Jiang, Jiejie Chen
, Zhigang Zeng
:
Multi Step Prediction of Landslide Displacement Time Series Based on Extended Kalman Filter and Back Propagation Trough Time. 184-193

Mikhail S. Tarkov:
Noise Filtering in Cellular Neural Networks. 194-201

Rajesh Mangannavar, Gopalakrishnan Srinivasaraghavan
:
Learning Agents with Prioritization and Parameter Noise in Continuous State and Action Space. 202-212

Rodrigo Rivera-Castro, Ivan Nazarov, Yuke Xiang, Alexander Pletneev, Ivan Maksimov, Evgeny Burnaev
:
Demand Forecasting Techniques for Build-to-Order Lean Manufacturing Supply Chains. 213-222

Xiaochen Lai, Xia Wu, Liyong Zhang, Genglin Zhang:
Imputation Using a Correlation-Enhanced Auto-Associative Neural Network with Dynamic Processing of Missing Values. 223-231

Di Liu
, Wenwu Yu, Simone Baldi
:
Broad Learning for Optimal Short-Term Traffic Flow Prediction. 232-239

Lihua Zhou, Minrui Fei, Dajun Du
, Wenting Li, Huosheng Hu, Aleksandar Rakic
:
A Novel QGA-UKF Algorithm for Dynamic State Estimation of Power System. 240-250

Guoqiang Tan
, Jidong Wang, Zhanshan Wang, Xiaolong Qian:
An Improved Result on H∞ Performance State Estimation of Delayed Static Neural Networks. 251-260

Andrei Atanov, Arsenii Ashukha, Dmitry Molchanov, Kirill Neklyudov, Dmitry P. Vetrov:
Uncertainty Estimation via Stochastic Batch Normalization. 261-269

Chunliang Gou, Xing He, Junjian Huang:
A Hybrid Neurodynamic Algorithm to Multi-objective Operation Management in Microgrid. 270-277

Zhongting Jiang, Dong Wang, Jin Sun, Hengyue Shi, Huijie Shang, Yuehui Chen:
Simulation of a Chaos-Like Irregular Neural Firing Pattern Based on Improved Deterministic Chay Model. 278-287

Weidong Guan, Dengwei Yan, Lidan Wang
, Shukai Duan:
A New Complex Hyper-chaotic System and Chaotic Synchronization of Error Feedback with Disturbance. 288-296
Model Optimization, Bayesian Learning, and Clustering

Ninglei Fan, Yuping Wang, Junhua Liu, Yiu-ming Cheung
:
A New Adaptive Hybrid Algorithm for Large-Scale Global Optimization. 299-308

Seyed Jalaleddin Mousavirad
, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh
, Gerald Schaefer
, Iakov Korovin
:
An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. 309-317

Man-Fai Leung
, Jun Wang
:
A Collaborative Neurodynamic Optimization Approach to Bicriteria Portfolio Selection. 318-327

Junhui Mei, Xinyi Le, Xiaoting Zhang, Charlie C. L. Wang
:
A Learning-Based Approach for Perceptual Models of Preference. 328-339

Zaur M. Shibzukhov
:
Resistant Neural Network Learning via Resistant Empirical Risk Minimization. 340-350

Tingting Liu, Chuyi Song, Jingqing Jiang:
Robotic Path Planning Based on Improved Ant Colony Algorithm. 351-358

Jesús Silva, Noel Varela, Hugo Martínez Caraballo, Jesús García Guiliany
, Luis Cabas Vásquez, Jorge Navarro Beltrán
, Nadia León Castro:
An Early Warning Method for Basic Commodities Price Based on Artificial Neural Networks. 359-369

Mikhail Iu. Leontev
, Alexander Mikheev, Kirill Sviatov
, Sergey V. Sukhov
:
Overcoming Catastrophic Interference with Bayesian Learning and Stochastic Langevin Dynamics. 370-378

Hong Zhao, Zhi-Hui Zhan, Wei-Neng Chen, Xiaonan Luo, Tianlong Gu, Ren-Chu Guan
, Lan Huang, Jun Zhang
:
An Improved Selection Operator for Multi-objective Optimization. 379-388

Yan Zhou
, Yaochu Jin
, Jinliang Ding
:
Evolutionary Optimization of Liquid State Machines for Robust Learning. 389-398

Jia-Xing Yang, Xiao-Feng Gong, Gui-Chen Yu:
An Algebraic Algorithm for Joint Independent Subspace Analysis. 399-408

Evgenii Egorov, Kirill Neklyudov, Ruslan Kostoev, Evgeny Burnaev
:
MaxEntropy Pursuit Variational Inference. 409-417

Manish Aggarwal, Madasu Hanmandlu:
Moderated Information Sets. 418-425

Katsiaryna Krasnashchok
, Aymen Cherif:
Coherence Regularization for Neural Topic Models. 426-433

Kanghao Du, Ruizhuo Song, Qinglai Wei, Bo Zhao:
A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information. 434-443

Xin Song, Shizhen Qin, Shaokai Niu, Yan Wang:
ACPJS: An Anti-noise Concept Drift Processing Algorithm Based on JS-divergence. 444-453

Hangjun Che
, Jun Wang
, Wei Zhang:
A Collaborative Neurodynamic Approach to Sparse Coding. 454-462

Chunying Cheng, Chunhua Bao:
A Kernel Fuzzy C-means Clustering Algorithm Based on Firefly Algorithm. 463-468

Eduardo C. Simões, Francisco de A. T. de Carvalho
:
A Fuzzy Clustering Algorithm with Multi-medoids for Multi-view Relational Data. 469-477

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