Atnaujinkite slapukų nuostatas

Advances in Brain Inspired Cognitive Systems: 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings 2018 ed. [Minkštas viršelis]

Edited by , Edited by , Edited by , Edited by , Edited by , Edited by , Edited by
  • Formatas: Paperback / softback, 870 pages, aukštis x plotis: 235x155 mm, weight: 1335 g, 362 Illustrations, black and white; XVIII, 870 p. 362 illus., 1 Paperback / softback
  • Serija: Lecture Notes in Computer Science 10989
  • Išleidimo metai: 06-Oct-2018
  • Leidėjas: Springer Nature Switzerland AG
  • ISBN-10: 3030005623
  • ISBN-13: 9783030005627
Kitos knygos pagal šią temą:
  • Formatas: Paperback / softback, 870 pages, aukštis x plotis: 235x155 mm, weight: 1335 g, 362 Illustrations, black and white; XVIII, 870 p. 362 illus., 1 Paperback / softback
  • Serija: Lecture Notes in Computer Science 10989
  • Išleidimo metai: 06-Oct-2018
  • Leidėjas: Springer Nature Switzerland AG
  • ISBN-10: 3030005623
  • ISBN-13: 9783030005627
Kitos knygos pagal šią temą:
This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xian, China, in July 2018.





The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.
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 GroupVariable 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 Alzheimers 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 - AnExperimental 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
pointtochord 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.-
SaliencyDetection 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
DataAnalytics 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 Users 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.