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Supervised Learning and Unsupervised Learning |
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Maximum Variance Sparse Mapping |
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1 | (8) |
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Contourlet-Based Texture Classification with Product Bernoulli Distributions |
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9 | (10) |
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Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context |
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19 | (8) |
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Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks |
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27 | (10) |
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One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression |
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37 | (10) |
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Simultaneous Model Selection and Feature Selection via BYY Harmony Learning |
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47 | (10) |
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Kernel Methods and Support Vector Machines |
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The Characteristics Study on LBP Operator in Near Infrared Facial Image |
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57 | (9) |
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Fault Diagnosis for Smart Grid with Uncertainty Information Based on Data |
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66 | (10) |
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Sparse Kernel Regression for Traffic Flow Forecasting |
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76 | (9) |
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Rate-Dependent Hysteresis Modeling and Compensation Using Least Squares Support Vector Machines |
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85 | (9) |
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Nomogram Visualization for Ranking Support Vector Machine |
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94 | (9) |
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New Multi-class Classification Method Based on the SVDD Model |
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103 | (10) |
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Intelligence Statistical Process Control in Cellular Manufacturing Based on SVM |
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113 | (8) |
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Morlet-RBF SVM Model for Medical Images Classification |
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121 | (9) |
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COD Prediction for SBR Batch Processes Based on MKPCA and LSSVM Method |
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130 | (6) |
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Mixture Models and Clustering |
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A Fixed-Point EM Algorithm for Straight Line Detection |
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136 | (8) |
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A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset |
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144 | (7) |
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Network-Scale Traffic Modeling and Forecasting with Graphical Lasso |
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151 | (8) |
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Learning Curve Model for Torpedo Based on Neural Network |
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159 | (6) |
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An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes |
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165 | (10) |
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Boundary Controller of the Anti-stable Fractional-Order Vibration Systems |
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175 | (7) |
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Stochastic p-Hub Center Problem with Discrete Time Distributions |
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182 | (10) |
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Orthogonal Feature Learning for Time Series Clustering |
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192 | (7) |
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A Text Document Clustering Method Based on Ontology |
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199 | (8) |
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Visual Perception and Pattern Recognition |
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Visual Tracking Using Iterative Sparse Approximation |
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207 | (8) |
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Orientation Representation and Efficiency Trade-off of a Biological Inspired Computational Vision Model |
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215 | (10) |
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The Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation |
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225 | (7) |
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A Gabor Wavelet Pyramid-Based Object Detection Algorithm |
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232 | (9) |
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Christoph von der Malsburg |
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Quality Evaluation of Digital Image Watermarking |
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241 | (10) |
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Ensemble of Global and Local Features for Face Age Estimation |
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251 | (9) |
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A Filter Based Feature Selection Approach Using Lenipel Ziv Complexity |
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260 | (10) |
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Fiuger-Knuckle-Print Recognition Using LGBP |
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270 | (8) |
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Applying ICA and SVM to Mixture Control Chart Patterns Recognition in a Process |
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278 | (10) |
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Gender Classification Using the Profile |
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288 | (8) |
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Face Recognition Based on Gabor Enhanced Marginal Fisher Model and Error Correction SVM |
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296 | (9) |
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Facial Expression Recognition by Independent Log-Gabor Component Analysis |
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305 | (8) |
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Learning Hierarchical Dictionary for Shape Patterns |
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313 | (10) |
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Motion, Tracking and Object Recognition |
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Sparse Based Image Classification with Different Keypoints Descriptors |
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323 | (8) |
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Where-What Network with CUDA: General Object Recognition and Location in Complex Backgrounds |
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331 | (11) |
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Fast Human Detection Based on Enhanced Variable Size HOG Features |
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342 | (8) |
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A Novel Local Illumination Normalization Approach for Face Recognition |
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350 | (1) |
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Rapid Face Detection Algorithm of Color Images under Complex Background |
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356 | (8) |
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An Improvement Method for Daugmans Iris Localization Algorithm |
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364 | (69) |
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Fire Detection with Video Using Fuzzy C-Means and Back-Propagation Neural Network |
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373 | (8) |
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Multiple Kernel Active Learning for Facial Expression Analysis |
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381 | (7) |
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Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction |
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388 | (7) |
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Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm |
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395 | (7) |
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Moving Object Detecting System with Phase Discrepancy |
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402 | (10) |
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Automation of Virtual Interview System Using the Gesture Recognition of Particle Filter |
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412 | (8) |
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Natural Scene Analysis and Speech Recognition |
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Performance Analysis of Improved Affinity Propagation Algorithm for Image Semantic Annotation |
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420 | (9) |
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Learning Variance Statistics of Natural Images |
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429 | (8) |
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Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers |
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437 | (10) |
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Audio Segmentation and Classification Using a Temporally Weighted Fuzzy C-Means Algorithm |
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447 | (10) |
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Extracting Specific Signal from Post-nonlinear Mixture Based on Maximum Negentropy |
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457 | (9) |
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A Method to Detect JPEG-Based Double Compression |
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466 | (11) |
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Semi Supervised Learning for Prediction of Prosodic Phrase Boundaries in Chinese TTS Using Conditional Random Fields |
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477 | (9) |
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Singer Identification Using Time-Frequency Audio Feature |
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486 | (10) |
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Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents |
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496 | (10) |
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Neuromorphic Hardware, Fuzzy Neural Networks and Robotics |
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On Control of Hopf Bifurcation in a Class of TCP/AQM Networks |
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506 | (9) |
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State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems |
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515 | (10) |
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Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification |
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525 | (10) |
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Adaptive Robust NN Control of Nonlinear Systems |
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535 | (7) |
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A Generalized Online Self-constructing Fuzzy Neural Network |
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542 | (10) |
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Adaptive Fuzzy Control of an Active Vibration Isolator |
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552 | (11) |
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Fuzzy-Adaptive Fault-Tolerant Control of High Speed Train Considering Traction/Braking Faults and Nonlinear Resistive Forces |
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563 | (11) |
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Robust Cascaded Control of Propeller Thrust for AUVs |
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574 | (9) |
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A Developmental Learning Based on Learning Automata |
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583 | (8) |
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Multi-agent Systems and Adaptive Dynamic Programming |
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Meddler, Agents in the Bounded Confidence Model on Flocking Movement World |
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591 | (10) |
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Statistical Optimal Control Using Neural Networks |
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601 | (10) |
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Adaptive Kernel-Width Selection for Kernel-Based Least-Squares Policy Iteration Algorithm |
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611 | (9) |
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Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems |
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620 | (10) |
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Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm |
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630 | (11) |
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| Author Index |
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641 | |
Daugiau apie elektronines knygas