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9th BICS 2018: Xi'an, China
- Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo, Huimin Zhao, Xinbo Zhao:
Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings. Lecture Notes in Computer Science 10989, Springer 2018, ISBN 978-3-030-00562-7
Neural Computation
- Haochuan Jiang, Kaizhu Huang
, Rui Zhang, Amir Hussain
:
Style Neutralization Generative Adversarial Classifier. 3-13 - Hongmei He
, Zhilong Zhu, Gang Xu, Zhenhuan Zhu:
How Good a Shallow Neural Network Is for Solving Non-linear Decision Making Problems. 14-24 - Jieming Ma, Aiyan Zhen, Sheng-Uei Guan, Chun Liu, Xin Huang:
Predicting Seminal Quality Using Back-Propagation Neural Networks with Optimal Feature Subsets. 25-33 - Qingyun Dai, XueBin Hong, Jun Cai, Yan Liu, Huimin Zhao, Jian-Zhen Luo, ZeYu Lin, Shijian Chen:
Deep Learning Based Recommendation Algorithm in Online Medical Platform. 34-43 - Xiaoming Wang
, Xinbo Zhao, Meng Xia:
The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading. 44-53 - Dengdi Sun, Lidan Liu, Aihua Zheng, Bo Jiang, Bin Luo:
Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features. 54-63 - Bei Hong, Jing Liu, Weifu Li, Chi Xiao, Qiwei Xie, Hua Han:
Fully Automatic Synaptic Cleft Detection and Segmentation from EM Images Based on Deep Learning. 64-74 - Yijun Yan
, Huimin Zhao, Fu-Jen Kao
, Valentin Masero Vargas
, Sophia Zhao, Jinchang Ren
:
Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos. 75-84 - Yungang Zhang, Yu Xiang:
Recent Advances in Deep Learning for Single Image Super-Resolution. 85-95 - Yan Ma
, Kang Liu
, Zhi-bin Guan, Xin-Kai Xu, Xu Qian, Hong Bao
:
Using GAN to Augment the Synthesizing Images from 3D Models. 96-105 - Viet Khanh Ha
, Jinchang Ren
, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas:
Deep Learning Based Single Image Super-Resolution: A Survey. 106-119 - Zihan Ye
, Fan Lyu, Jinchang Ren
, Yu Sun, Qiming Fu, Fuyuan Hu:
DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit. 120-129 - Ping Ma
, Aizhu Zhang, Genyun Sun, Xuming Zhang, Jun Rong, Hui Huang, Yanling Hao, Xueqian Rong, Hongzhang Ma:
Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron. 130-138 - Yanling Hao, Genyun Sun, Aizhu Zhang, Hui Huang, Jun Rong, Ping Ma
, Xueqian Rong:
3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images. 139-148
Biologically Inspired Systems
- Banghua Yang, Jinlong Wang, Cuntai Guan
, Chenxiao Hu, Jianguo Wang:
A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. 151-160 - Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Jungong Han:
Attend to Knowledge: Memory-Enhanced Attention Network for Image Captioning. 161-171 - Jing Zhao, Jinchang Ren
, Cailing Wang, Ke Li, Yifang Zhao:
Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space. 172-183 - Anurag Singh
, Jeevanandam Jotheeswaran
:
P300 Brain Waves Instigated Semi Supervised Video Surveillance for Inclusive Security Systems. 184-194 - Banghua Yang, Jianzhen Tang, Cuntai Guan
, Bo Li:
Motor Imagery EEG Recognition Based on FBCSP and PCA. 195-205 - Jin Liu, Xiaopei Wu, Lei Zhang, Bangyan Zhou:
A Hybrid Brain-Computer Interface System Based on Motor Imageries and Eye-Blinking. 206-216 - Dongshu Wang, Hui Shan, Lei Liu:
Goal-Directed Behavior Control Based on the Mechanism of Neuromodulation. 217-226 - Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song
, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai
:
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. 227-236 - Xiaoni Zhong, Yunhong Li, Jie Ren:
Mismatching Elimination Algorithm in SIFT Based on Function Fitting. 237-247 - Olasimbo Ayodeji Arigbabu, Iman Yi Liao, Nurliza Abdullah, Mohamad Helmee Mohamad Noor:
Novel Group Variable Selection for Salient Skull Region Selection and Sex Determination. 248-259 - Ziqi Zhou, Meijun Sun, Jinchang Ren
, Zheng Wang:
AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency. 260-270 - Na Li, Xinbo Zhao, Baoyuan Ma, Xiaochun Zou:
A Visual Attention Model Based on Human Visual Cognition. 271-281 - Jing-Xia Chen, Dongmei Jiang, Yanning Zhang:
An Extended Common Spatial Pattern Framework for EEG-Based Emotion Classification. 282-292 - Zhe Li, Yong Xia, Hichem Sahli:
CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm. 293-302 - Yuanyuan Chen, Haozhe Jia
, Zhaowei Huang, Yong Xia:
Early Identification of Alzheimer's Disease Using an Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging. 303-311
Image Recognition: Detection, Tracking and Classification
- Fei Gao, Zhenyu Yue, Qingxu Xiong, Jun Wang, Erfu Yang, Amir Hussain
:
A Novel Semi-supervised Classification Method Based on Class Certainty of Samples. 315-324 - Cailing Wang, Hongwei Wang, Jinchang Ren
, Yinyong Zhang, Jia Wen, Jing Zhao:
Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification. 325-333 - Xueqian Rong, Aizhu Zhang, Genyun Sun, Hui Huang, Ping Ma
:
High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method. 334-341 - Zixiang Fei
, Erfu Yang
, David Day-Uei Li
, Stephen Butler
, Winifred Ijomah
, Neil Mackin
:
Eigenface Algorithm-Based Facial Expression Recognition in Conversations - An Experimental Study. 342-351 - Zhijing Yang, Weizhao Chen, Yijun Yan
, Faxian Cao, Nian Cai:
Unsupervised Hyperspectral Band Selection Based on Maximum Information Entropy and Determinantal Point Process. 352-361 - Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao:
Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery. 362-369 - Sibao Chen, Chuan-Yong Ding, Bin Luo:
Gaussian-Staple for Robust Visual Object Real-Time Tracking. 370-381 - Sibao Chen, Wei-Ming Song, Bin Luo:
Saliency-Weighted Global-Local Fusion for Person Re-identification. 382-393 - Zhijing Yang, Faxian Cao, Jaime Zabalza
, Weizhao Chen, Jiang-Zhong Cao:
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification. 394-401 - Peng Wang, Chunmei Qing, Xiangmin Xu, Bolun Cai, Jianxiu Jin, Jinchang Ren
:
Local-Global Extraction Unit for Person Re-identification. 402-411 - Yarui He, Yunhong Li, Weichuan Zhang:
Robust Image Corner Detection Based on Maximum Point-to-Chord Distance. 412-421 - Jun-Feng Jing, Hao Ma, Zhuo-Mei Liu:
Fabric Defect Detection Based on Sparse Representation Image Decomposition. 422-429 - Jin Zhan, Huimin Zhao:
Salient Superpixel Visual Tracking with Coarse-to-Fine Segmentation and Manifold Ranking. 430-440 - Jian Yang, Qi Wang, Xuelong Li:
A Regenerated Feature Extraction Method for Cross-modal Image Registration. 441-451 - Ke Zhang, Xinbo Zhao, Rong Mo:
Bottom-Up Saliency Prediction by Simulating End-Stopping with Log-Gabor. 452-461 - Yulong Wang, Chenglong Li, Jin Tang, Dengdi Sun:
Learning Collaborative Sparse Correlation Filter for Real-Time Multispectral Object Tracking. 462-472 - Yuanyuan Guan, Bo Jiang, Yuan Zhang, Aihua Zheng, Dengdi Sun, Bin Luo:
Saliency Detection via Multi-view Synchronized Manifold Ranking. 473-483 - Penggen Zheng, Jin Zhan, Huimin Zhao, Hefeng Wu:
Robust Visual Tracking via Sparse Feature Selection and Weight Dictionary Update. 484-494 - Fengling Jiang, Bin Kong, Ahsan Adeel, Yun Xiao, Amir Hussain
:
Saliency Detection via Bidirectional Absorbing Markov Chain. 495-505 - Wanhan Zhang, Jie Ren, Meihua Gu:
Pedestrian Detection Based on Visual Saliency and Supervised Learning. 506-513
Data Analysis and Natural Language Processing
- Jian-feng Peng, Wenguo Wei, Huimin Zhao, Qingyun Dai, Gui-yuan Xie, Jun Cai, Kejing He
:
Hadoop Massive Small File Merging Technology Based on Visiting Hot-Spot and Associated File Optimization. 517-524 - Guoliang Xie, Huimin Zhao, Jujian Lv, Canyao Li:
A Reversible Data Hiding Scheme Using Compressive Sensing and Random Embedding. 525-534 - Jianbiao Zhang, Fan Yang, Shanshan Tu, Ai Zhang:
An Abnormal Behavior Clustering Algorithm Based on K-means. 535-544 - Sibao Chen, Yu-Mei Zhang, Bin Luo:
Manifold-Regularized Adaptive Lasso. 545-556 - Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Amir Hussain
:
SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis. 557-567 - Wei Feng, Lei Xie, Jin Zhang, Yujun Zhang, Yanning Zhang:
Self-validated Story Segmentation of Chinese Broadcast News. 568-578 - Chun-I Philip Chen, Jiangbin Zheng:
Improved Big Data Analytics Solution Using Deep Learning Model and Real-Time Sentiment Data Analysis Approach. 579-588 - Abdulrahman Alqarafi, Ahsan Adeel, Ahmad Y. A. Hawalah, Kevin Swingler, Amir Hussain
:
A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter. 589-596 - Kia Dashtipour, Mandar Gogate
, Ahsan Adeel, Cosimo Ieracitano
, Hadi Larijani, Amir Hussain
:
Exploiting Deep Learning for Persian Sentiment Analysis. 597-604 - Mingchen Feng
, Jiangbin Zheng, Yukang Han, Jinchang Ren
, Qiaoyuan Liu:
Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction. 605-614 - Intisar O. Hussien, Kia Dashtipour, Amir Hussain
:
Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect. 615-624 - Chunyan Ma, Baomin Li, Tong Zhao, Wei Wei:
An Intelligent Question Answering System for University Courses Based on BiLSTM and Keywords Similarity. 625-632 - Chunyan Ma, Tong Zhao, Hao Li:
A Method for Calculating Patent Similarity Using Patent Model Tree Based on Neural Network. 633-643 - Qiubin Su, Lu Lu, QiuYan Feng:
An Optimal Solution of Storing and Processing Small Image Files on Hadoop. 644-653 - Na Li, Jiangbin Zheng, Mingchen Feng
:
A Big Data Analytics Platform for Information Sharing in the Connection Between Administrative Law and Criminal Justice. 654-662
Applications
- Yan Chao, Hao Wang, Shuying Liu, Huaming Liu:
RST Invariant Watermarking Scheme Using Genetic Algorithm and DWT-SVD. 665-675 - Shuying Liu, Tao Zeng, Yan Chao, Hao Wang:
Application of VPN Based on L2TP and User's Access Rights in Campus Network. 676-686 - Zhigao Hong, Zhao-Xia Yin, Bin Luo:
Improved Reversible Data Hiding in JPEG Images Based on Interval Correlation. 687-696 - Ronghan Li
, Zejun Jiang, Lifang Wang:
Representing RCPBAC (Role-Involved Conditional Purpose-Based Access Control) in Ontology and SWRL. 697-706 - Li Zhao, Xi Chen, Chang Shu, Chong Yu, Hua Han:
Real-Time Image Deformation Using Locally-Weighted Moving Least Squares. 707-716 - Xiao Wang, Jianbiao Zhang, Ai Zhang:
Machine-Learning-Based Malware Detection for Virtual Machine by Analyzing Opcode Sequence. 717-726 - Wanshan Xu, Jianbiao Zhang, YaHao Zhang:
A Trusted Connection Authentication Reinforced by Bayes Algorithm. 727-737 - Fangyuan Lei, Qinyun Dai, Jun Cai, Huimin Zhao, Xun Liu, Yan Liu:
A Proactive Caching Strategy Based on Deep Learning in EPC of 5G. 738-747 - Chen Meng, Wei Feng, Jinchang Ren
:
Dynamic Hybrid Approaching for Robust Hand-Eye Calibration. 748-758 - Cosimo Ieracitano
, Ahsan Adeel, Mandar Gogate
, Kia Dashtipour, Francesco Carlo Morabito
, Hadi Larijani, Ali Raza, Amir Hussain
:
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. 759-769 - Diego Monteiro
, Hai-Ning Liang
, Yuxuan Zhao, Andrew Abel:
Comparing Event Related Arousal-Valence and Focus Among Different Viewing Perspectives in VR Gaming. 770-779 - Lichun Gu, Jinjin Zheng, Chuangyin Dang, Zhengtian Wu, Baochuan Fu:
A Novel Loop Subdivision for Continuity Surface. 780-789 - Jaime Zabalza
, Zixiang Fei, Cuebong Wong
, Yijun Yan
, Carmelo Mineo
, Erfu Yang, Tony Rodden, Jorn Mehnen
, Quang-Cuong Pham, Jinchang Ren
:
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study. 790-800 - Xiuxiu Li, Haiyan Jin, Yanjuan Liu, Liwen Shi:
Shading Structure-Guided Depth Image Restoration. 801-807 - Guangliang Yang, David Ireland, Ralf Kaiser, David Mahon
:
Machine Learning for Muon Imaging. 808-817 - Yuanfang Zhang, Jiangbin Zheng, Xuejiao Kou, Yefan Xie:
Night View Road Scene Enhancement Based on Mixed Multi-scale Retinex and Fractional Differentiation. 818-826 - Yuanfang Zhang, Jiangbin Zheng, Xuejiao Kou, Yefan Xie:
Traffic Image Defogging Based on Bit-Plane Decomposition. 827-837 - Lei Fan, Guoxing Gao:
The Simulation of Non-Gaussian Scattering on Rough Sea Surface. 838-846 - Jianyu Wei, Yameng Jiao:
Distributed Multi-node of Fuzzy Control Considering Adjacent Node Effect for Temperature Control. 847-855 - Lixiang Zhang, Yian Zhu
, Junhua Duan:
An Improved Tentative Q Learning Algorithm for Robot Learning. 856-865
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