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24th ICONIP 2017: Guangzhou, China
- Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part IV. Lecture Notes in Computer Science 10637, Springer 2017, ISBN 978-3-319-70092-2
Computational Intelligence
- Xu Li, Zhengyan Liu, Fuxiao Tan:
Multi-Robot Task Allocation Based on Cloud Ant Colony Algorithm. 3-10 - Hui Wang, Zhihua Cui
, Wenjun Wang, Xinyu Zhou, Jia Zhao, Li Lv, Hui Sun:
Firefly Algorithm for Demand Estimation of Water Resources. 11-20 - Zhicheng Lu
Using Hidden Markov Model to Predict Human Actions with Swarm Intelligence. 21-30 - Sabri Arik
OutIntSys - A Novel Method for the Detection of the Most Intelligent Cooperative Multiagent Systems. 31-40 - Hounaïda Moalla, Walid Elloumi, Adel M. Alimi
H-PSO-LSTM: Hybrid LSTM Trained by PSO for Online Handwriter Identification. 41-50 - Bara Miskony, Dianhui Wang:
A Randomized Algorithm for Prediction Interval Using RVFL Networks Ensemble. 51-60 - Xinyu Zhou, Hui Wang, Mingwen Wang, Jianyi Wan:
Selection Mechanism in Artificial Bee Colony Algorithm: A Comparative Study on Numerical Benchmark Problems. 61-69 - Xi-Guang Li, Shou-Fei Han, Liang Zhao
Adaptive Fireworks Algorithm Based on Two-Master Sub-population and New Selection Strategy. 70-79 - Corina Rotar, László Barna Iantovics
A Novel Osmosis-Inspired Algorithm for Multiobjective Optimization. 80-88 - Xiaodong Wang, Jing Liu:
A Memetic Algorithm for Community Detection in Bipartite Networks. 89-99 - Wei Guo, He Huang, Tingwen Huang:
Complex-Valued Feedforward Neural Networks Learning Without Backpropagation. 100-107 - Najla Slama, Walid Elloumi, Adel M. Alimi
Distributed Recurrent Neural Network Learning via Metropolis-Weights Consensus. 108-119 - Michael Li, Santoso Wibowo
Bayesian Curve Fitting Based on RBF Neural Networks. 120-130 - Bingjie Zhang, Tao Gao
An Improved Conjugate Gradient Neural Networks Based on a Generalized Armijo Search Method. 131-139 - Sam Fletcher, Brijesh K. Verma
Removing Bias from Diverse Data Clusters for Ensemble Classification. 140-149 - Qin Liu, Zhaoyang Sang, Hua Chen, Jian Wang
An Efficient Algorithm for Complex-Valued Neural Networks Through Training Input Weights. 150-159 - Hongmin Gao, Yichen Yang, Bingyin Zhang, Long Li, Huaqing Zhang, Shujun Wu:
Feature Selection Using Smooth Gradient L1/2 Regularization. 160-170 - Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Lizhi Peng, Martin K. Purvis, Maryam Purvis:
Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids. 171-181 - Feifei Zhao, Tielin Zhang, Yi Zeng
Towards a Brain-Inspired Developmental Neural Network by Adaptive Synaptic Pruning. 182-191 - Hongxi Wei, Hui Zhang, Guanglai Gao, Xiangdong Su:
Using Word Mover's Distance with Spatial Constraints for Measuring Similarity Between Mongolian Word Images. 192-201 - Ahmed Snoun, Ines Teyeb, Olfa Jemai
A Multimodal Vigilance Monitoring System Based on Fuzzy Logic Architecture. 202-211 - Ruochen Liu, Guan Xia, Jianxia Li:
Shape-Based Image Retrieval Based on Improved Genetic Programming. 212-220 - Haiyan Lu
An AI-Based Hybrid Forecasting Model for Wind Speed Forecasting. 221-230 - Xianshuang Yao, Zhanshan Wang, Huaguang Zhang:
Parameter Identification for a Class of Nonlinear Systems Based on ESN. 231-238 - Omar Ghaleb Elshaweesh, Farookh Khadeer Hussain, Haiyan Lu
Personalized Web Search Based on Ontological User Profile in Transportation Domain. 239-248 - Eric Mauro, Tao Bian, Zhong-Ping Jiang:
Adaptive Dynamic Programming for Human Postural Balance Control. 249-257 - Ahlem Aboud
Dynamic Multi Objective Particle Swarm Optimization Based on a New Environment Change Detection Strategy. 258-268 - Najwa Kouka, Raja Fdhila, Adel M. Alimi
Multi Objective Particle Swarm Optimization Based Cooperative Agents with Automated Negotiation. 269-278 - Yongwei Qin, Jing Liu:
Emergency Materials Scheduling in Disaster Relief Based on a Memetic Algorithm. 279-287 - Zhou Jiang, Zhigang Zeng:
Robot Path Planning Based on A Hybrid Approach. 288-295 - Yue Bai, Jun-Dong Cho
A Portable System of Visual Fatigue Evaluation for Stereoscopic Display. 296-306 - Amin Khatami, Saeed Mirghasemi, Abbas Khosravi, Chee Peng Lim, Houshyar Asadi, Saeid Nahavandi:
A Swarm Optimization-Based Kmedoids Clustering Technique for Extracting Melanoma Cancer Features. 307-316 - Amin Khatami, Yonghang Tai, Abbas Khosravi, Lei Wei
A Deep Learning-Based Model for Tactile Understanding on Haptic Data Percutaneous Needle Treatment. 317-325 - Changliang Li, Teng Ma, Yujun Zhou, Jian Cheng, Bo Xu:
Measuring Word Semantic Similarity Based on Transferred Vectors. 326-335 - Liu Wu, Zhiwei Sun, Kai Zhang, Genghui Li
Multi-population Based Search Strategy Ensemble Artificial Bee Colony Algorithm with a Novel Resource Allocation Mechanism. 336-345 - Shunya Maruta, Yi Zuo, Masahiro Nagao
Grammatical Evolution Using Tree Representation Learning. 346-355 - Eisuke Kita, Risako Yamamoto, Hideyuki Sugiura, Yi Zuo:
Application of Grammatical Swarm to Symbolic Regression Problem. 356-365 - Meriem Bousselmi, Slim Bechikh
Bi-MOCK: A Multi-objective Evolutionary Algorithm for Bi-clustering with Automatic Determination of the Number of Bi-clusters. 366-376 - Lin Feng, Guochao Liu, Sen Luo, Shenglan Liu:
A Transferable Framework: Classification and Visualization of MOOC Discussion Threads. 377-384 - Wenlei Wu, Zhaohang Lin, Xinghao Ding, Yue Huang:
A Simple Convolutional Transfer Neural Networks in Vision Tasks. 385-392 - Yangtao Xue, Li Zhang, Bangjun Wang:
Dissimilarity-Based Sequential Backward Feature Selection Algorithm for Fault Diagnosis. 393-401 - Shoubo Feng, Meiling Xu, Min Han:
Online Chaotic Time Series Prediction Based on Square Root Kalman Filter Extreme Learning Machine. 402-409 - Xiaolin Cheng, Meiling Xu, Min Han:
Automatic Detection of Epileptic Seizures Based on Entropies and Extreme Learning Machine. 410-418 - Chuang Liu, Linan Fan, Liangjie Li, Zhou Liu, Xiang Dai, Wei Gao:
Community Detection in Networks by Using Multiobjective Membrane Algorithm. 419-428 - Xiaoliang Tang, Xing Wang, Di Jia
Double-Coding Density Sensitive Hashing. 429-438 - Danchen Zheng, Wangshu Liu, Hanxing Wang:
Improving Shape Retrieval by Fusing Generalized Mean First-Passage Time. 439-448 - Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane
Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing. 449-456 - Gouhei Tanaka
Waveform Classification by Memristive Reservoir Computing. 457-465 - Mikel Elkano
A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying "Sleep-Wake" Cycles. 466-474 - Fuxiao Tan, Pengfei Yan, Xinping Guan:
Deep Reinforcement Learning: From Q-Learning to Deep Q-Learning. 475-483 - Ha-Duong Bui, Sungmoon Jeong, Nak Young Chong
Origami Folding Sequence Generation Using Discrete Particle Swarm Optimization. 484-493 - Shijin Yuan, Yunyi Chen, Bin Mu:
CACO-LD: Parallel Continuous Ant Colony Optimization with Linear Decrease Strategy for Solving CNOP. 494-503 - Chanipa Sonklin
New Decrease-and-Conquer Strategies for the Dynamic Genetic Algorithm for Server Consolidation. 504-512 - Weng Kin Lai, Kee Sum Chan, Chee Seng Chan
Feature Extraction for the Identification of Two-Class Mechanical Stability Test of Natural Rubber Latex. 513-522
Neural Data Analysis
- Chaojie Yu, Yuquan Zhu, Yuqing Song, Hu Lu:
Evolutionary Modularity Optimization Clustering of Neuronal Spike Trains. 525-532 - Xue Yan, Wei-Long Zheng, Wei Liu, Bao-Liang Lu
Identifying Gender Differences in Multimodal Emotion Recognition Using Bimodal Deep AutoEncoder. 533-542 - Xing-Zan Zhang, Wei-Long Zheng, Bao-Liang Lu
EEG-Based Sleep Quality Evaluation with Deep Transfer Learning. 543-552 - Huijie Shang, Rongbin Xu, Dong Wang, Jin Zhou, Shi-Yuan Han:
A Stochastic Neural Firing Generated at a Hopf Bifurcation and Its Biological Relevance. 553-562 - Lihui Cai, Jiang Wang, Ruofan Wang, Bin Deng, Haitao Yu, Xile Wei:
Functional Connectivity Analysis of EEG in AD Patients with Normalized Permutation Index. 563-571 - Wei-Ye Zhao, Sheng Fang, Ting Ji, Qian Ji, Wei-Long Zheng, Bao-Liang Lu
Emotion Annotation Using Hierarchical Aligned Cluster Analysis. 572-580 - Yuying Zhu, Yi-Ning Wu, Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yu Cao:
Identify Non-fatigue State to Fatigue State Using Causality Measure During Game Play. 581-588 - Gaochao Cui, Li Zhu, Qibin Zhao, Jianting Cao, Andrzej Cichocki:
A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma. 589-595 - Yuma Omori, Hideaki Kawano, Akinori Seo, Zohreh Gholami Doborjeh, Nikola K. Kasabov
EEG Comparison Between Normal and Developmental Disorder in Perception and Imitation of Facial Expressions with the NeuCube. 596-601 - Zedong Bi
Testing and Understanding Second-Order Statistics of Spike Patterns Using Spike Shuffling Methods. 602-612 - Daqing Guo, Mingming Chen, Yang Xia, Dezhong Yao:
Self-connection of Thalamic Reticular Nucleus Modulating Absence Seizures. 613-621 - Xiaolong Zou, Zilong Ji, Xiao Liu, Yuanyuan Mi, K. Y. Michael Wong, Si Wu:
Learning a Continuous Attractor Neural Network from Real Images. 622-631 - Chun-Chung Chen
Active Prediction in Dynamical Systems. 632-638 - Ho Ka Chan, Thomas Nowotny
A Biophysical Model of the Early Olfactory System of Honeybees. 639-647 - Min Yan, Wenhao Zhang, He Wang, K. Y. Michael Wong:
The Dynamics of Bimodular Continuous Attractor Neural Networks with Moving Stimuli. 648-657 - He Wang, Wenhao Zhang, K. Y. Michael Wong, Si Wu:
Encoding Multisensory Information in Modular Neural Networks. 658-665
Biomedical Engineering
- Weiming Zhi
Using Transfer Learning with Convolutional Neural Networks to Diagnose Breast Cancer from Histopathological Images. 669-676 - Shuangming Yang, Jiang Wang, Bin Deng, Xile Wei, Lihui Cai, Huiyan Li, Ruofan Wang:
Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform. 677-684 - Congsheng Zhang, Qingsong Ai, Wei Meng
A Subject-Specific EMG-Driven Musculoskeletal Model for the Estimation of Moments in Ankle Plantar-Dorsiflexion Movement. 685-693 - Yuta Oda, Takanori Sato, Isao Nambu
Real-Time Scalp-Hemodynamics Artifact Reduction Using a Sliding-Window General Linear Model: A Functional Near-Infrared Spectroscopy Study. 694-701 - Yanhua Liang, Yongxiong Sun:
Liver Segmentation and 3D Modeling Based on Multilayer Spiral CT Image. 702-712 - Zhongwei Feng, Jie Yang, Lixiu Yao, Yu Qiao, Qi Yu, Xun Xu:
Deep Retinal Image Segmentation: A FCN-Based Architecture with Short and Long Skip Connections for Retinal Image Segmentation. 713-722 - Kang Qu, Xiangfei Chai, Tianjiao Liu, Yadong Zhang, Biao Leng, Zhang Xiong:
Computer-Aided Diagnosis in Chest Radiography with Deep Multi-Instance Learning. 723-731 - Yixuan Xu, Guokai Zhang
A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules. 732-741 - Jia He, Lin Shang, Hong Ji, Xiuling Zhang:
Deep Learning Features for Lung Adenocarcinoma Classification with Tissue Pathology Images. 742-751 - Songyun Xie, Yabing Li, Xinzhou Xie, Wei Wang, Xu Duan:
The Analysis and Classify of Sleep Stage Using Deep Learning Network from Single-Channel EEG Signal. 752-758 - Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon
Thin-Cap Fibroatheroma Detection with Deep Neural Networks. 759-768 - Na Fang, Haixian Wang:
Generalization of Local Temporal Correlation Common Spatial Patterns Using Lp-norm (0 < p < 2). 769-777 - Raul Fernandez Rojas
fNIRS Approach to Pain Assessment for Non-verbal Patients. 778-787 - Shao-Ju Wang, Yue-Xin Cai, Zhi-Ran Sun, Chang-Dong Wang, Yi-Qing Zheng:
Tinnitus EEG Classification Based on Multi-frequency Bands. 788-797 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Deep Neural Network with l2-Norm Unit for Brain Lesions Detection. 798-807
Emotion and Bayesian Networks
- Hao Tang, Wei Liu, Wei-Long Zheng, Bao-Liang Lu
Multimodal Emotion Recognition Using Deep Neural Networks. 811-819 - Xue Yan, Wei-Long Zheng, Wei Liu, Bao-Liang Lu
Investigating Gender Differences of Brain Areas in Emotion Recognition Using LSTM Neural Network. 820-829 - Kitsuchart Pasupa, Wisuwat Sunhem, Chu Kiong Loo, Yoshimitsu Kuroki:
Can Eye Movement Improve Prediction Performance on Human Emotions Toward Images Classification? 830-838 - Md. Zakir Hossain
Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers' Physiological Features. 839-850 - Jianhai Zhang, Shaokai Zhao, Wenhao Huang, Sanqing Hu:
Brain Effective Connectivity Analysis from EEG for Positive and Negative Emotion. 851-857 - Asma Baghdadi, Yassine Aribi, Adel M. Alimi
Efficient Human Stress Detection System Based on Frontal Alpha Asymmetry. 858-867 - Jidong Yuan, Zhihai Wang, Yange Sun, Wei Zhang, Jingjing Jiang:
A Pattern-Based Bayesian Classifier for Data Stream. 868-877 - Fan Yang, Jaymar Soriano, Takatomi Kubo, Kazushi Ikeda:
A Hierarchical Mixture Density Network. 878-885 - Haiyan Yang, Xiaolin Huang, Cheng Peng, Jie Yang, Li Li:
A New Bayesian Method for Jointly Sparse Signal Recovery. 886-894
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