Advances in brain inspired cognitive systems : 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings /: 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: BICS 2018
• Further Information: Note: Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo, Huimin Zhao, Xinbo Zhao (eds.).
• Editors: Ren, Jinchang; Hussain, A (Amir); Zheng, Jiangbin; Liu, Cheng-Lin; Luo, Bin; Zhao, Huimin; Zhao, Xinbo
• Other Names: Brain Inspired Cognitive Systems (Conference), 9th
• Contents: Neural Computation.- Style Neutralization Generative Adversarial Classifier.- How Good a Shadow Neural Network is for Solving Non-linear Decision Making Problems.- Predicting Seminal Quality using Back-Propagation Neural Networks with Optimal Feature Subsets.- Deep Learning based Recommendation Algorithm in Online Medical Platform.- The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading.- Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features.- Fully Automatic Synaptic Cleft Detection and Segmentation From EM Images based on Deep Learning.- Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos.- Recent Advances in Deep Learning for Single Image Super-Resolution.- Using GAN to augment the synthesizing images from 3D models.- Deep Learning Based Single Image Super-resolution: A Survey.- DAU-GAN: Unsupervised object transfiguration via Deep Attention Unit.- Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.- 3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.- Biologically Inspired Systems.- A study of the role of attention in classifying covert and overt motor activities.- Attend to Knowledge: Memory-enhanced Attention Network for Image Captioning.- Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space.- P300 brain waves instigated semi supervised video surveillance for inclusive security systems.- Motor Imagery EEG Recognition Based on FBCSP and PCA.- A Hybrid Brain-Computer Interface System Based on Motor Imageries and Eye-blinking.- Goal-directed behavior control based on the mechanism of neuromodulation.- Automated analysis of chest radiographs for cystic fibrosis scoring.- Mismatching Elimination Algorithm in SIFT Based on Function Fitting.- Novel Group Variable Selection for Salient Skull Region Selection and Sex Determination.- AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency.- A Visual Attention Model based on Human Visual Cognition.- An Extended Common Spatial Pattern Framework for EEG-Based Emotion Classification.- CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm.- Early Identification of Alzheimer's Disease Using An Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging.- Image Recognition: Detection, Tracking and Classification.- A Novel Semi-Supervised Classification Method Based on Class Certainty of Samples.- Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification.- High-resolution Image Classification using the Dynamic Differential Evolutionary Algorithm Optimized Multi-Scale Kernel Support Vector Machine Method.- Eigenface Algorithm-Based Facial Expression Recognition in Conversations - An Experimental Study.- Unsupervised Hyperspectral Band Selection Based on maximum Information Entropy and Determinantal Point Process.- Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.- Gaussian-Staple for Robust Visual Object Real-Time Tracking.- Saliency-Weighted Global-Local Fusion for Person Re-identification.- Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification.- Local-Global Extraction Unit for Person Re-Identification.- Robust image corner detection based on maximum point–to–chord distance.- Fabric Defect Detection based on Sparse Representation Image Decomposition.- Salient Superpixel Visual Tracking with Coarse-to-Fine Segmentation and Manifold Ranking.- A Regenerated Feature Extraction Method for Cross-modal Image Registration.- Bottom-up Saliency Prediction by Simulating End-stopping with Log-Gabor.- Learning Collaborative Sparse Correlation Filter for Real-time Multispectral Object Tracking.- Saliency Detection via Multi-view Synchronized Manifold Ranking.- Robust Visual Tracking via Sparse Feature Selection and Weight Dictionary Update.- Saliency Detection via Bidirectional Absorbing Markov Chain.- Pedestrian Detection Based on HOG, LBP Features and Visual Saliency.- Data Analysis and Natural Language Processing.- Hadoop Massive Small File Merging Technology Based on Visiting Hot-spot and Associated File Optimization.- A Reversible Data Hiding Scheme Using Compressive Sensing and Random Embedding.- An Abnormal Behavior Clustering Algorithm Based on K-means.- Manifold-regularized Adaptive Lasso.- SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis.- Self-Validated Story Segmentation of Chinese Broadcast News.- Improved Big Data Analytics Solution Using Deep Learning Model and Real-Time Sentiment Data Analysis Approach.- A Semi-Supervised Corpus Annotation for Saudi Sentiment Analysis using Twitter.- Exploiting Deep Learning for Persian Sentiment Analysis.- Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction.- Comparison of Sentiment analysis approaches using modern Arabic and Sudanese Dialect.- An Intelligent Question Answering System for University Courses Based on BiLSTM and Keywords Similarity.- A Method for Calculating Patent Similarity Using Patent Model Tree Based on Neural Network.- An Optimal Solution of Storing and Processing Small Image Files on Hadoop.- A Big Data Analytics Platform for Information Sharing in the Connection between Administrative Law and Criminal Justice.- Applications.- RST I Invariant W Watermarking S Scheme Using Genetic Algorithm and DWT-SVD.- Application of VPN Based on L2TP and User's Access Rights in Campus Network.- Improved reversible data hiding in JPEG images based on interval correlation.- Representing RCPBAC(Role-Involved Conditional Purpose-based Access Control) in Ontology and SWRL.- Real-time Image Deformation Using Locally-weighted Moving Least Squares.- Machine-learning-based Malware Detection for Virtual Machine by Analyzing Opcode Sequence.- A Trusted Connection Authentication Reinforced By Bayes Algorithm.- A Proactive Caching Strategy Based on Deep Learning in EPC of 5G.- Dynamic Hybrid Approaching for Robust Hand-Eye Calibration.- Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection.- Comparing Event Related Arousal-Valence and Focus among Different Viewing Perspectives in VR gaming.- A Novel Loop Subdivision for Continuity Surface.- Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study.- Shading Structure-Guided Depth Image Restoration.- Machine Learning for Muon Imaging.- Night View Road Scene Enhancement based on Mixed Multi-Scale Retinex and Fractional differentiation.- Traffic Image defogging based on Bit-plane Decomposition.- The Simulation of Non-Gaussian Scattering on Rough Sea Surface.- Distributed Multi-node of Fuzzy Control Considering Adjacent Node Effect for Temperature Control.- An Improved Tentative Q learning Algorithm for Robot Learning.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xviii, 870 pages), illustrations
• Subjects: 006.3; Computer science; Artificial intelligence -- Congresses; Cognitive science -- Data processing -- Congresses; User-centered system design -- Congresses; Artificial intelligence; Computer vision; Information systems; Data protection; Computer network architectures; Computer software; Computers -- Computer Graphics; Computers -- Online Services -- General; Computers -- Security -- General; Computers -- Hardware -- General; Computers -- Programming -- Algorithms; Image processing; Computer networking & communications; Computer security; Algorithms & data structures; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783030005634; 3030005631
• Related ISBNs: 9783030005627
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 11, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.