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Recent Advances in Kernel Machines |
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1 | (1) |
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Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis |
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2 | (1) |
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Vision-Based Control of Robot Motion |
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3 | (1) |
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Soft Computing, f-Granulation and Pattern Recognition |
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4 | (1) |
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Computational Illumination |
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5 | (1) |
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Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks |
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6 | (8) |
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Characterizing 3D Shapes Using Fractal Dimension |
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14 | (8) |
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Multiresolution Histogram Analysis for Color Reduction |
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22 | (8) |
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Gabriella Sanniti di Baja |
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Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis |
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30 | (8) |
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A Hypergraph Reduction Algorithm for Joint Segmentation and Classification of Satellite Image Content |
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38 | (8) |
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A Static Video Summarization Method Based on Hierarchical Clustering |
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46 | (9) |
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Silvio Jamil F. Guimaraes |
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Histopathological Image Classification Using Stain Component Features on a pLSA Model |
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55 | (8) |
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Modified Expectation Maximization Algorithm for MRI Segmentation |
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63 | (8) |
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Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification |
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71 | (8) |
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Retrieval, Mining and Learning |
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Content-Based Emblem Retrieval Using Zernike Moments |
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79 | (8) |
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A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls |
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87 | (9) |
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A Hybrid Face Recognition Approach Using GPUMLib |
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96 | (8) |
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Learning, Recognition and Clustering |
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Self-training for Handwritten Text Line Recognition |
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104 | (9) |
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Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection |
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113 | (8) |
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Background Division, A Suitable Technique for Moving Object Detection |
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121 | (7) |
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Bayesian and Statistical Methods |
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Concept Formation Using Incremental Gaussian Mixture Models |
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128 | (16) |
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Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria |
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144 | (9) |
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Evaldo Araujo de Oliveira |
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Coding and Compression, Video, Tracking |
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Grid Smoothing: A Graph-Based Approach |
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153 | (8) |
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A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms |
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161 | (8) |
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Comments on Matrix-Based Secret Sharing Scheme for Images |
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169 | (7) |
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A Very Low Bit-Rate Minimalist Video Encoder Based on Matching Pursuits |
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176 | (8) |
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An Unified Transition Detection Based on Bipartite Graph Matching Approach |
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184 | (9) |
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Zenilton Kleber Goncalves do Patrocinio Jr. |
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Silvio Jamil F. Guimaraes |
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Henrique Batista da Silva |
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Kleber Jacques Ferreira de Souza |
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A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection |
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193 | (9) |
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Dustin L. Espinosa-Isidron |
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Modelling Postures of Human Movements |
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202 | (10) |
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Detection and Tracking of Driver's Hands in Real Time |
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212 | (8) |
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Speech, Natural Language and Document |
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Speaker Verification in Noisy Environment Using Missing Feature Approach |
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220 | (8) |
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Fast k-NN Classifier for Documents Based on a Graph Structure |
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228 | (8) |
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Fernando Jose Artigas-Fuentes |
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Jose Manuel Badia-Contelles |
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Comparative Analysis between Wavelets for the Identification of Pathological Voices |
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236 | (8) |
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Comparison of HMM and DTW for Isolated Word Recognition System of Punjabi Language |
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244 | (9) |
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A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque |
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253 | (8) |
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Arantza Diaz de Illarraza |
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Text Segmentation by Clustering Cohesion |
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261 | (8) |
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Jose Eladio Medina Pagola |
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Multiple Clues for License Plate Detection and Recognition |
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269 | (8) |
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Image Filtering and Segmentation |
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Non Local Image Denoising Using Image Adapted Neighborhoods |
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277 | (8) |
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A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems |
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285 | (10) |
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Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform |
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295 | (8) |
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Automatic Image Segmentation Optimized by Bilateral Filtering |
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303 | (8) |
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Pansharpening of High and Medium Resolution Satellite Images Using Bilateral Filtering |
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311 | (8) |
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Color Image Segmentation by Means of a Similarity Function |
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319 | (10) |
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Rodolfo Alvarado-Cervantes |
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Edgardo M. Felipe-Riveron |
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Luis P. Sanchez-Fernandez |
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Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut |
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329 | (9) |
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Marco Antonio Garcia de Carvalho |
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Anselmo Castelo Branco Ferreira |
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A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation |
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338 | (8) |
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Feature Extraction, Shape, Texture, Geometry and Morphology |
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Quaternion Atomic Function Wavelet for Applications in Image Processing |
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346 | (8) |
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A Complex Network-Based Approach for Texture Analysis |
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354 | (8) |
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Enhancing Gabor Wavelets Using Volumetric Fractal Dimension |
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362 | (8) |
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Comparison of Shape Descriptors for Mice Behavior Recognition |
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370 | (8) |
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Jonathan de Andrade Silva |
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Albert Schiaveto de Souza |
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Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures |
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378 | (8) |
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Lucio Andre de Castro Jorge |
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Parameter Estimation for Ridge Detection in Images with Thin Structures |
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386 | (8) |
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Lucio Andre de Castro Jorge |
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Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition |
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394 | (8) |
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Face Segmentation and Recognition, Biometry |
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Improving Face Segmentation in Thermograms Using Image Signatures |
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402 | (8) |
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On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions |
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410 | (8) |
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On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure |
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418 | (8) |
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A Rotation Invariant Face Recognition Method Based on Complex Network |
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426 | (8) |
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Jonathan de Andrade Silva |
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Illumination Invariant Face Image Representation Using Quaternions |
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434 | (8) |
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A Contrario Detection of False Matches in Iris Recognition |
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442 | (8) |
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Statistical Approaches, Learning, Classification and Mining |
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A Functional Density-Based Nonparametric Approach for Statistical Calibration |
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450 | (8) |
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Feature Extraction Using Circular Statistics Applied to Volcano Monitoring |
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458 | (9) |
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Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets |
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467 | (9) |
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Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification |
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476 | (8) |
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Leila Maria Garcia Fonseca |
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A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine |
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484 | (8) |
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Aerosol Optical Thickness Retrieval from Satellite Observation Using Support Vector Regression |
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492 | (8) |
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An Overproduce-and-Choose Strategy to Create Classifier Ensembles with Tuned SVM Parameters Applied to Real-World Fault Diagnosis |
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500 | (9) |
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Estefhan Dazzi Wandekokem |
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Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient |
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509 | (8) |
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Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers |
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517 | (8) |
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Miguel Angel Guevara-Lopez |
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Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble |
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525 | (8) |
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The Imbalanced Problem in Morphological Galaxy Classification |
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533 | (8) |
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Exploiting Contextual Information for Image Re-ranking |
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541 | (8) |
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Daniel Carlos Guimaraes Pedronette |
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Assessing the Role of Spatial Relations for the Object Recognition Task |
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549 | (8) |
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Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification |
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557 | (12) |
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| Author Index |
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569 | |
Lisainfo e-raamatute kohta