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ISNN 2019: Moscow, Russia
- 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 II. Lecture Notes in Computer Science 11555, Springer 2019, ISBN 978-3-030-22807-1
Game Theory, Stability Analysis, and Control Method
- Bo Dong, Tianjiao An, Fan Zhou, Shenquan Wang, Yulian Jiang, Keping Liu, Fu Liu, Huiqiu Lu, Yuanchun Li:
Decentralized Robust Optimal Control for Modular Robot Manipulators Based on Zero-Sum Game with ADP. 3-14 - Yaqi Wang, Jianquan Lu, Jinling Liang, Jinde Cao:
Leader-Following Consensus of Nonlinear Multi-agent System via a Distributed ET Impulsive Control Strategy. 15-24 - Shimin Wang
, Jie Huang:
Adaptive Distributed Observer for an Uncertain Leader over Directed Acyclic Graphs. 25-34 - Dazi Li, Chengjia Lei
Regularization in DQN for Parameter-Varying Control Learning Tasks. 35-44 - Xinrui Jiang, Sitian Qin, Ping Guo
A Gradient-Descent Neurodynamic Approach for Distributed Linear Programming. 45-53 - Shengnan Gao, Lu Liu, Zhouhua Peng, Dan Wang
An Asymptotically Stable Identifier Design for Unmanned Surface Vehicles Based on Neural Networks and Robust Integral Sign of the Error. 54-61 - Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Global Stabilization for Delayed Fuzzy Inertial Neural Networks. 62-69 - Chengcheng Meng, Lu Liu, Zhouhua Peng, Dan Wang
Neural-Network-Based Modular Dynamic Surface Control for Surge Speed Tracking of an Unmanned Surface Vehicle Driven by a DC Motor. 70-80 - Yuming Bai, Yifan Liu, Qi-He Shan, Tieshan Li
Data-Based Approximate Policy Iteration for Optimal Course-Keeping Control of Marine Surface Vessels. 81-92 - Yue Jiang, Lu Liu, Zhouhua Peng, Dan Wang
Intelligent Fuzzy Kinetic Control for an Under-Actuated Autonomous Surface Vehicle via Stochastic Gradient Descent. 93-100 - Boshan Chen, Jiejie Chen, Zhigang Zeng, Ping Jiang:
A Novel Second-Order Consensus Control in Multi-agent Dynamical Systems. 101-110 - Gang Sun, Mingxin Wang, Sheng Wang:
Adaptive Backstepping Dynamic Surface Control Design of a Class of Uncertain Non-lower Triangular Nonlinear Systems. 111-119 - Jiasen Wang
Neurodynamics-Based Receding Horizon Control of an HVAC System. 120-128 - Wei Wei, Pengfei Xia, Zaiwen Liu, Min Zuo:
Robust Adaptive Resonant Damping Control of Nanopositioning. 129-138 - Bing Li, Fan Zhou, Bo Dong, Yucheng Liu, Fu Liu, Huiqiu Lu, Yuanchun Li:
Active Optimal Fault-Tolerant Control Method for Multi-fault Concurrent Modular Manipulator Based on Adaptive Dynamic Programming. 139-150
Signal Processing, Industrial Application, and Data Generation
- Yang Li
Analysing Epileptic EEG Signals Based on Improved Transition Network. 153-161 - Yonghong Tan, Ruili Dong, Hong He:
Neural Network Based Modeling of Hysteresis in Smart Material Based Sensors. 162-172 - Magomed Yu. Malsagov, Iakov M. Karandashev
Approximation of Edwards-Anderson Spin-Glass Model Density of States. 173-179 - Xiulin Wang
Generalization of Linked Canonical Polyadic Tensor Decomposition for Group Analysis. 180-189 - Jesús Silva, Lissette Hernández-Fernández, Noel Varela, Omar Bonerge Pineda Lezama, Jorge Tafur Cabrera, Bellanith Ruth Lucena León Castro, Osman Redondo Bilbao, Leidy Pérez Coronel:
Intelligent and Distributed Data Warehouse for Student's Academic Performance Analysis. 190-199 - Jesús Silva, Noel Varela, Omar Bonerge Pineda Lezama, Hugo Hernández Palma, Jairo Martínez Ventura, Boris de la Hoz, Leidy Pérez Coronel:
Multi-dimension Tensor Factorization Collaborative Filtering Recommendation for Academic Profiles. 200-209 - Jesús Silva, Noel Varela, Omar Bonerge Pineda Lezama, David Martínez Sierra, Jainer Enrique Molina Romero, John Anderson Virviescas Peña, Rubén Dario Munera Ramirez
The Goal Programming as a Tool for Measuring the Sustainability of Agricultural Production Chains of Rice. 210-221 - Katleho Moloi
Application of Machine Learning Based Technique for High Impedance Fault Detection in Power Distribution Network. 222-231 - Oleg Sudakov, Dmitri A. Koroteev
Artificial Neural Network Surrogate Modeling of Oil Reservoir: A Case Study. 232-241 - Xu Yang
Efficient Reservoir Encoding Method for Near-Sensor Classification with Rate-Coding Based Spiking Convolutional Neural Networks. 242-251 - Zhe Chen, Yiyao Zhang, Hailei Gong, Xinyi Le, Yu Zheng:
Fault Diagnosis of Gas Turbine Fuel Systems Based on Improved SOM Neural Network. 252-265 - Paul Malla, Will Coburn, Kevin Keegan, Xiao-Hua Yu
Power System Fault Detection and Classification Using Wavelet Transform and Artificial Neural Networks. 266-272 - Shuangyi Xiao, Nankun Mu, Feng Chen:
A New Diffusion Kalman Algorithm Dealing with Missing Data. 273-281 - Bolanle Tolulope Abe, Jaco A. Jordaan:
Separability Method for Homogeneous Leaves Using Spectroscopic Imagery and Machine Learning Algorithms. 282-291 - Dmitry Smolyakov, Nadezda Sviridenko, Vladislav Ishimtsev, Evgeny Burikov, Evgeny Burnaev:
Learning Ensembles of Anomaly Detectors on Synthetic Data. 292-306 - Anton Yakovenko, Aleksandr Antropov, Galina F. Malykhina:
Blind Noise Reduction for Speech Enhancement by Simulated Auditory Nerve Representations. 307-316 - Han K. Cao, Duyen T. Ly, Duy M. H. Nguyen, Binh T. Nguyen:
Automatically Generate Hymns Using Variational Attention Models. 317-327
Image Recognition, Scene Understanding, and Video Analysis
- Qingshan Liu, Jiang Xiong, Shaofu Yang:
Mixed-Norm Projection-Based Iterative Algorithm for Face Recognition. 331-340 - Lan Wang, Jianbo Su, Kejun Zhang:
Cross-Database Facial Expression Recognition with Domain Alignment and Compact Feature Learning. 341-350 - Yifei Li, Zunhua Guo:
An Adaptive Chirplet Filter for Range Profiles Automatic Target Recognition. 351-360 - Zeyang Song, Xi Wu, Mengwen Yuan, Huajin Tang:
An Unsupervised Spiking Deep Neural Network for Object Recognition. 361-370 - Maria Kolos, Anton Marin, Alexey Artemov
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. 371-387 - Alexey Bokhovkin, Evgeny Burnaev
Boundary Loss for Remote Sensing Imagery Semantic Segmentation. 388-401 - Mingxian Nie, Jinjie Zhang, Xuetao Zhang:
Ship Segmentation and Orientation Estimation Using Keypoints Detection and Voting Mechanism in Remote Sensing Images. 402-413 - Bin Sun, Guo-Zhong Li, Min Han, Qiu-Hua Lin:
A Deep Learning Approach to Detecting Changes in Buildings from Aerial Images. 414-421 - Andrey V. Savchenko
Scene Recognition in User Preference Prediction Based on Classification of Deep Embeddings and Object Detection. 422-430 - Jing Liu, Jianbin Wang, Changqing Zhang, Xiubo Yang, Jianbo Deng, Ruihe Zhu, Xiaojie Nan, Qinghua Chen:
Chinese Address Similarity Calculation Based on Auto Geological Level Tagging. 431-438 - Tao Zheng, Bo Li, Haobo Rao:
Enhancing Feature Representation for Saliency Detection. 439-447 - Ram Krishna Pandey, A. G. Ramakrishnan
Improving the Perceptual Quality of Document Images Using Deep Neural Network. 448-459 - Xue Qin, Tao Xiang
Pair-Comparing Based Convolutional Neural Network for Blind Image Quality Assessment. 460-468 - Jianchao Fan, Xiaoxin Liu, Yuanyuan Hu, Min Han:
PolSAR Marine Aquaculture Detection Based on Nonlocal Stacked Sparse Autoencoder. 469-476 - Bo Xu, Chengan Guo:
Robust Object Tracking Based on Deep Feature and Dual Classifier Trained with Hard Samples. 477-487
Bio-signal, Biomedical Engineering, and Hardware
- Marina Belyanova, Sergey Chernobrovkin, Igor Latkin, Roman Samarev:
Comparison of Convolutional Neural Networks and Search Based Approaches for Extracting Psychological Characteristics from Job Description. 491-500 - Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao:
Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. 501-511 - Lei Du, Yuwei Zhang, Qingfang Meng, Hanyong Zhang, Yang Li
Automatic Seizure Detection Based on a Novel Multi-feature Fusion Method and EMD. 512-521 - Tetsuo Ishikawa, Mayumi Toshima, Ken Mogi:
Phenomenology of Visual One-Shot Learning: Affective and Cognitive Components of Insight in Morphed Gradual Change Hidden Figures. 522-530 - Hui Jiang, Anjie Zhang, Zaiguo Zhang, Qingfang Meng, Yang Li
Protein Tertiary Structure Prediction Based on Multiscale Recurrence Quantification Analysis and Horizontal Visibility Graph. 531-539 - Yue Qiu, Qiu-Hua Lin, Li-Dan Kuang, Wen-Da Zhao, Xiao-Feng Gong, Fengyu Cong
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks. 540-547 - Chuyi Song, Guixia Liu, Jiazhi Song, Jingqing Jiang:
A Novel Prediction Method of ATP Binding Residues from Protein Primary Sequence. 548-555 - Hui Yang, Shukai Duan, Lidan Wang
A Novel Memristor-CMOS Hybrid Full-Adder and Its Application. 556-564 - Jia-Xing Yang, Xiao-Feng Gong, Hui Li, Yougen Xu, Zhiwen Liu:
Using Coupled Multilinear Rank-(L, L, 1) Block Term Decomposition in Multi-Static-Multi-Pulse MIMO Radar to Localize Targets. 565-574 - Jin-Wei Yang, Xiao-Feng Gong, Lu-Ming Wang, Qiu-Hua Lin:
Canonical Polyadic Decomposition with Constant Modulus Constraint: Application to Polarization Sensitive Array Processing. 575-584 - Gui-Chen Yu, Xiao-Feng Gong, Jia-Cheng Jiang, Zhiwen Liu, Yougen Xu:
Wideband Direction Finding via Spatial Decimation and Coupled Canonical Polyadic Decomposition. 585-594 - Andrey Yukhnev, Dmitriy A. Tarkhov, Yakov Gataulin, Yana Ivanova
Neural Network Methods of HIFU-Therapy Control by Infrared Thermography and Ultrasound Thermometry. 595-602 - Mengzhe Zhou, Lidan Wang
An Improved Memristor-Based Associative Memory Circuit for Full-Function Pavlov Experiment. 603-610
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