Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data (English)
- New search for: García, Vicente
- New search for: Sánchez, Javier Salvador
- New search for: Mollineda, Ramón A.
- New search for: García, Vicente
- New search for: Sánchez, Javier Salvador
- New search for: Mollineda, Ramón A.
In:
Pattern Recognition and Image Analysis
2
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644-651
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2011
- Article/Chapter (Book) / Electronic Resource
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Title:Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data
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Contributors:
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Published in:Pattern Recognition and Image Analysis , 2 ; 644-651Lecture Notes in Computer Science ; 6669, 2 ; 644-651
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Publisher:
- New search for: Springer Berlin Heidelberg
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Place of publication:Berlin, Heidelberg
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Publication date:2011-01-01
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Size:8 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Deforming the Blurred Shape Model for Shape Description and RecognitionAlmazán, Jon / Valveny, Ernest / Fornés, Alicia et al. | 2011
- 9
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A Shortest Path Approach for Vibrating Line Detection and TrackingCarvalho, Pedro / Pinheiro, Miguel / Cardoso, Jaime S. / Corte-Real, Luís et al. | 2011
- 17
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And-Or Graph Grammar for Architectural Floor Plan Representation, Learning and Recognition. A Semantic, Structural and Hierarchical Modellas Heras, Lluís-Pere / Sánchez, Gemma et al. | 2011
- 25
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Linear Prediction Based Mixture Models for Event Detection in Video SequencesMatern, Dierck / Condurache, Alexandru Paul / Mertins, Alfred et al. | 2011
- 33
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A Visual Saliency Map Based on Random Sub-window MeansNarayan Vikram, Tadmeri / Tscherepanow, Marko / Wrede, Britta et al. | 2011
- 41
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There Is More Than One Way to Get Out of a Car: Automatic Mode Finding for Action Recognition in the WildOshin, Olusegun / Gilbert, Andrew / Bowden, Richard et al. | 2011
- 49
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The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face RecognitionPishchulin, Leonid / Gass, Tobias / Dreuw, Philippe / Ney, Hermann et al. | 2011
- 58
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On Importance of Interactions and Context in Human Action RecognitionShapovalova, Nataliya / Gong, Wenjuan / Pedersoli, Marco / Roca, Francesc Xavier / Gonzàlez, Jordi et al. | 2011
- 67
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Detection Performance Evaluation of Boosted Random FernsVillamizar, Michael / Moreno-Noguer, Francesc / Andrade-Cetto, Juan / Sanfeliu, Alberto et al. | 2011
- 76
-
Feature Selection for Gender ClassificationZhang, Zhihong / Hancock, Edwin R. et al. | 2011
- 84
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Classification of Repetitive Patterns Using Symmetry Group PrototypesAgustí-Melchor, Manuel / Rodas-Jordá, Angel / Valiente-González, Jose-Miguel et al. | 2011
- 92
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Distance Maps from Unthresholded MagnitudesAnton-Canalis, Luis / Hernandez-Tejera, Mario / Sanchez-Nielsen, Elena et al. | 2011
- 100
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Scratch Assay Analysis with Topology-Preserving Level Sets and Texture MeasuresGlaß, Markus / Möller, Birgit / Zirkel, Anne / Wächter, Kristin / Hüttelmaier, Stefan / Posch, Stefan et al. | 2011
- 109
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Level Set Segmentation with Shape and Appearance Models Using Affine Moment DescriptorsPlatero, Carlos / Tobar, María Carmen / Sanguino, Javier / Poncela, José Manuel / Velasco, Olga et al. | 2011
- 117
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Automatic HyperParameter Estimation in fMRIAfonso, David / Figueiredo, Patrícia / Sanches, João Miguel et al. | 2011
- 126
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Automatic Branching Detection in IVUS SequencesAlberti, Marina / Gatta, Carlo / Balocco, Simone / Ciompi, Francesco / Pujol, Oriol / Silva, Joana / Carrillo, Xavier / Radeva, Petia et al. | 2011
- 134
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A Region Segmentation Method for Colonoscopy Images Using a Model of Polyp AppearanceBernal, Jorge / Sánchez, Javier / Vilariño, Fernando et al. | 2011
- 143
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Interactive Labeling of WCE ImagesDrozdzal, Michal / Seguí, Santi / Malagelada, Carolina / Azpiroz, Fernando / Vitrià, Jordi / Radeva, Petia et al. | 2011
- 151
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Automatic and Semi-automatic Analysis of the Extension of Myocardial Infarction in an Experimental Murine ModelEsteves, Tiago / Valente, Mariana / Nascimento, Diana S. / Pinto-do-Ó, Perpétua / Quelhas, Pedro et al. | 2011
- 159
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Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflowGatta, Carlo / Balocco, Simone / Martin-Yuste, Victoria / Leta, Ruben / Radeva, Petia et al. | 2011
- 167
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Diffuse Liver Disease Classification from Ultrasound Surface Characterization, Clinical and Laboratorial DataRibeiro, Ricardo / Marinho, Rui / Velosa, José / Ramalho, Fernando / Sanches, João Miguel et al. | 2011
- 176
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Classification of Ultrasound Medical Images Using Distance Based Feature Selection and Fuzzy-SVMSohail, Abu Sayeed Md. / Bhattacharya, Prabir / Mudur, Sudhir P. / Krishnamurthy, Srinivasan et al. | 2011
- 184
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Ultrasound Plaque Enhanced Activity Index for Predicting Neurological SymptomsSeabra, José / Pedro, Luís Mendes / Fernandes e Fernandes, José / Sanches, João et al. | 2011
- 192
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On the Distribution of Dissimilarity IncrementsAidos, Helena / Fred, Ana et al. | 2011
- 200
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Unsupervised Joint Feature Discretization and SelectionFerreira, Artur / Figueiredo, Mário et al. | 2011
- 208
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Probabilistic Ranking of Product Features from Customer ReviewsGarcía-Moya, Lisette / Anaya-Sánchez, Henry / Berlanga, Rafel / Aramburu, María José et al. | 2011
- 216
-
Vocabulary Selection for Graph of Words EmbeddingGibert, Jaume / Valveny, Ernest / Bunke, Horst et al. | 2011
- 224
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Feature Selection in Regression Tasks Using Conditional Mutual InformationLatorre Carmona, Pedro / Sotoca, José M. / Pla, Filiberto / Phoa, Frederick K. H. / Bioucas Dias, José et al. | 2011
- 232
-
Dual Layer Voting Method for Efficient Multi-label ClassificationMadjarov, Gjorgji / Gjorgjevikj, Dejan / Džeroski, Sašo et al. | 2011
- 240
-
Passive-Aggressive for On-Line Learning in Statistical Machine TranslationMartínez-Gómez, Pascual / Sanchis-Trilles, Germán / Casacuberta, Francisco et al. | 2011
- 248
-
Feature Set Search Space for FuzzyBoost LearningMoreno, Plinio / Ribeiro, Pedro / Santos-Victor, José et al. | 2011
- 256
-
Interactive Structured Output Prediction: Application to Chromosome ClassificationOncina, Jose / Vidal, Enrique et al. | 2011
- 265
-
On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest NeighborParedes, Roberto / Girolami, Mark et al. | 2011
- 273
-
Explicit Length Modelling for Statistical Machine TranslationSilvestre-Cerdà, Joan Albert / Andrés-Ferrer, Jesús / Civera, Jorge et al. | 2011
- 281
-
Age Regression from Soft Aligned Face Images Using Low Computational ResourcesBekios-Calfa, Juan / Buenaposada, José M. / Baumela, Luis et al. | 2011
- 289
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Human Activity Recognition from Accelerometer Data Using a Wearable DeviceCasale, Pierluigi / Pujol, Oriol / Radeva, Petia et al. | 2011
- 297
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Viola-Jones Based Detectors: How Much Affects the Training Set?Castrillón-Santana, Modesto / Hernández-Sosa, Daniel / Lorenzo-Navarro, Javier et al. | 2011
- 305
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Fast Classification in Incrementally Growing SpacesDéniz-Suárez, Oscar / Castrillón, Modesto / Lorenzo, Javier / Bueno, Gloria / Hernández, Mario et al. | 2011
- 313
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Null Space Based Image Recognition Using Incremental EigendecompositionDiaz-Chito, Katerine / Ferri, Francesc J. / Díaz-Villanueva, Wladimiro et al. | 2011
- 321
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Multi-sensor People CountingHernández-Sosa, Daniel / Castrillón-Santana, Modesto / Lorenzo-Navarro, Javier et al. | 2011
- 329
-
Lossless Compression of Polar Iris Image DataHorvath, Kurt / Stögner, Herbert / Uhl, Andreas / Weinhandel, Georg et al. | 2011
- 338
-
Learning Features for Human Action Recognition Using Multilayer ArchitecturesMarín-Jiménez, Manuel Jesús / Pérez de la Blanca, Nicolás / Mendoza, María Ángeles et al. | 2011
- 347
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Human Recognition Based on Gait PosesMartín-Félez, Raúl / Mollineda, Ramón A. / Sánchez, Javier Salvador et al. | 2011
- 355
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On-Line Classification of Data Streams with Missing Values Based on Reinforcement LearningMillán-Giraldo, Mónica / Traver, Vicente Javier / Sánchez, J. Salvador et al. | 2011
- 363
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Opponent Colors for Human DetectionMuhammad Anwer, Rao / Vázquez, David / López, Antonio M. et al. | 2011
- 371
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Automatic Detection of Facial Feature Points via HOGs and Geometric Prior ModelsRojas Quiñones, Mario / Masip, David / Vitrià, Jordi et al. | 2011
- 379
-
Rectifying Non-euclidean Similarity Data through Tangent Space ReprojectionXu, Weiping / Hancock, Edwin R. / Wilson, Richard C. et al. | 2011
- 387
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Gait Identification Using a Novel Gait Representation: Radon Transform of Mean Gait Energy ImageBagher Oskuie, Farhad / Faez, Karim / Cheraghian, Ali / Dastmalchi, Hamidreza et al. | 2011
- 395
-
New Algorithm for Segmentation of Images Represented as Hypergraph Hexagonal-GridBurdescu, Dumitru / Brezovan, Marius / Ganea, Eugen / Stanescu, Liana et al. | 2011
- 403
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Statistical and Wavelet Based Texture Features for Fish Oocytes ClassificationGonzález-Rufino, Encarnación / Carrión, Pilar / Formella, Arno / Fernández-Delgado, Manuel / Cernadas, Eva et al. | 2011
- 411
-
Using Mathematical Morphology for Similarity Search of 3D ObjectsLam, Roberto / Hans du Buf, J. M. et al. | 2011
- 420
-
Trajectory Analysis Using Switched Motion Fields: A Parametric ApproachMarques, Jorge S. / Lemos, João M. / Figueiredo, Mário A. T. / Nascimento, Jacinto C. / Barão, Miguel et al. | 2011
- 428
-
Semi-supervised Probabilistic Relaxation for Image SegmentationMartínez-Usó, Adolfo / Pla, Filiberto / Sotoca, José M. / Anaya-Sánchez, Henry et al. | 2011
- 436
-
Poker Vision: Playing Cards and Chips Identification Based on Image ProcessingMartins, Paulo / Reis, Luís Paulo / Teófilo, Luís et al. | 2011
- 444
-
Occlusion Management in Sequential Mean Field Monte Carlo MethodsMedrano, Carlos / Igual, Raúl / Orrite, Carlos / Plaza, Inmaculada et al. | 2011
- 452
-
New Approach for Road Extraction from High Resolution Remotely Sensed Images Using the Quaternionic WaveletNaouai, Mohamed / Hamouda, Atef / Akkari, Aroua / Weber, Christiane et al. | 2011
- 460
-
On the Influence of Spatial Information for Hyper-spectral Satellite Imaging CharacterizationRajadell, Olga / García-Sevilla, Pedro / Pla, Filiberto et al. | 2011
- 468
-
Natural Material Segmentation and Classification Using PolarisationSubramaniam, Nitya / Saman, Gul e / Hancock, Edwin R. et al. | 2011
- 476
-
Reflection Component Separation Using Statistical Analysis and PolarisationZhang, Lichi / Hancock, Edwin R. / Atkinson, Gary A. et al. | 2011
- 484
-
Characterizing Graphs Using Approximate von Neumann EntropyHan, Lin / Hancock, Edwin R. / Wilson, Richard C. et al. | 2011
- 492
-
A Distance for Partially Labeled TreesCalvo, Jorge / Rizo, David / Iñesta, José M. et al. | 2011
- 500
-
An Online Metric Learning Approach through Margin MaximizationPerez-Suay, Adrian / Ferri, Francesc J. / Albert, Jesús V. et al. | 2011
- 508
-
Graph Matching on a Low-Cost and Parallel ArchitectureRodenas, David / Serratosa, Francesc / Solé, Albert et al. | 2011
- 516
-
A Probabilistic Framework to Obtain a Common Labelling between Attributed GraphsSolé-Ribalta, Albert / Serratosa, Francesc et al. | 2011
- 524
-
Feature Selection with Complexity Measure in a Quadratic Programming SettingSousa, Ricardo / Oliveira, Hélder P. / Cardoso, Jaime S. et al. | 2011
- 532
-
Automatic Estimation of the Number of Segmentation Groups Based on MIZeng, Ziming / Wang, Wenhui / Yang, Longzhi / Zwiggelaar, Reyer et al. | 2011
- 540
-
Vitality Assessment of Boar Sperm Using N Concentric Squares Resized (NCSR) Texture Descriptor in Digital ImagesAlegre, Enrique / García-Ordás, María Teresa / González-Castro, Víctor / Karthikeyan, S. et al. | 2011
- 548
-
Filled-in Document Identification Using Local Features and a Direct Voting SchemeArlandis, Joaquim / Castello-Fos, Vicent / Perez-Cortes, Juan-Carlos et al. | 2011
- 556
-
Combining Growcut and Temporal Correlation for IVUS Lumen SegmentationBalocco, Simone / Gatta, Carlo / Ciompi, Francesco / Pujol, Oriol / Carrillo, Xavier / Mauri, Josepa / Radeva, Petia et al. | 2011
- 564
-
Topographic EEG Brain Mapping before, during and after Obstructive Sleep Apnea EpisodesBelo, David / Coito, Ana Luísa / Paiva, Teresa / Sanches, João Miguel et al. | 2011
- 572
-
Classifying Melodies Using Tree GrammarsBernabeu, José Francisco / Calera-Rubio, Jorge / Iñesta, José Manuel et al. | 2011
- 580
-
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS CategoriesVállez, Noelia / Bueno, Gloria / Déniz-Suárez, Oscar / Seone, José A. / Dorado, Julián / Pazos, Alejandro et al. | 2011
- 588
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Diagnostic of Pathology on the Vertebral Column with Embedded Reject OptionRocha Neto, Ajalmar R. / Sousa, Ricardo / A. Barreto, Guilherme / Cardoso, Jaime S. et al. | 2011
- 596
-
Language Identification for Interactive Handwriting Transcription of Multilingual DocumentsAgua, Miguel A. / Serrano, Nicolás / Juan, Alfons et al. | 2011
- 604
-
vManager, Developing a Complete CBVR SystemCaro, Andrés / Rodríguez, Pablo G. / Morcillo, Rubén / Barrena, Manuel et al. | 2011
- 612
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On the Use of Dot Scoring for Speaker DiarizationDiez, Mireia / Penagarikano, Mikel / Varona, Amparo / Rodriguez-Fuentes, Luis Javier / Bordel, German et al. | 2011
- 620
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A Bag-of-Paths Based Serialized Subgraph Matching for Symbol Spotting in Line DrawingsDutta, Anjan / Lladós, Josep / Pal, Umapada et al. | 2011
- 628
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Handwritten Word Spotting in Old Manuscript Images Using a Pseudo-structural Descriptor Organized in a Hash StructureFernández, David / Lladós, Josep / Fornés, Alicia et al. | 2011
- 636
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Identification of Erythrocyte Types in Greyscale MGG Images for Computer-Assisted DiagnosisFrejlichowski, Dariusz et al. | 2011
- 644
-
Classification of High Dimensional and Imbalanced Hyperspectral Imagery DataGarcía, Vicente / Sánchez, Javier Salvador / Mollineda, Ramón A. et al. | 2011
- 652
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Active Learning for Dialogue Act LabellingGhigi, Fabrizio / Tamarit, Vicent / Martínez-Hinarejos, Carlos-D. / Benedí, José-Miguel et al. | 2011
- 660
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Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRIGubern-Mérida, Albert / Kallenberg, Michiel / Martí, Robert / Karssemeijer, Nico et al. | 2011
- 668
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Impact of the Approaches Involved on Word-Graph Derivation from the ASR SystemJusto, Raquel / Pérez, Alicia / Torres, M. Inés et al. | 2011
- 676
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Visual Word AggregationLópez-Sastre, R. J. / Renes-Olalla, J. / Gil-Jiménez, P. / Maldonado-Bascón, S. et al. | 2011
- 684
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Character-Level Interaction in Multimodal Computer-Assisted Transcription of Text ImagesMartín-Albo, Daniel / Romero, Verónica / Toselli, Alejandro H. / Vidal, Enrique et al. | 2011
- 692
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Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound ImagesPons, Gerard / Martí, Joan / Martí, Robert / Noble, J. Alison et al. | 2011
- 700
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Music Score Binarization Based on Domain KnowledgePinto, Telmo / Rebelo, Ana / Giraldi, Gilson / Cardoso, Jaime S. et al. | 2011
- 709
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Identifying Potentially Cancerous Tissues in Chromoendoscopy ImagesRiaz, Farhan / Vilarino, Fernando / Ribeiro, Mario Dinis / Coimbra, Miguel et al. | 2011
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Myocardial Perfusion Analysis from Adenosine-Induced Stress MDCTSilva, Samuel / Bettencourt, Nuno / Leite, Daniel / Rocha, João / Carvalho, Mónica / Madeira, Joaquim / Sousa Santos, Beatriz et al. | 2011
- 726
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Handwritten Digits Recognition Improved by Multiresolution Classifier FusionŠtrba, Miroslav / Herout, Adam / Havel, Jiří et al. | 2011
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A Comparison of Spectrum Kernel Machines for Protein Subnuclear LocalizationVegas, Esteban / Reverter, Ferran / Oller, Josep M. / Elías, José M. et al. | 2011
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Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac DiseaseUhl, Andreas / Vécsei, Andreas / Wimmer, Georg et al. | 2011