Search results for "methodologies"

showing 10 items of 2106 documents

Learning vector quantization with alternative distance criteria

2003

An adaptive algorithm for training of a nearest neighbour (NN) classifier is developed in this paper. This learning rule has some similarity to the well-known LVQ method, but uses the nearest centroid neighbourhood concept to estimate optimal locations of the codebook vectors. The aim of this approach is to improve the performance of the standard LVQ algorithms when using a very small codebook. The behaviour of the learning technique proposed here is experimentally compared to those of the plain k-NN decision rule and the LVQ algorithms.

Linde–Buzo–Gray algorithmLearning vector quantizationArtificial neural networkAdaptive algorithmbusiness.industryCodebookVector quantizationPattern recognitionDecision ruleMachine learningcomputer.software_genreComputingMethodologies_PATTERNRECOGNITIONLearning ruleArtificial intelligencebusinesscomputerMathematicsProceedings 10th International Conference on Image Analysis and Processing
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Steiner systems and configurations of points

2020

AbstractThe aim of this paper is to make a connection between design theory and algebraic geometry/commutative algebra. In particular, given any Steiner SystemS(t, n, v) we associate two ideals, in a suitable polynomial ring, defining a Steiner configuration of points and its Complement. We focus on the latter, studying its homological invariants, such as Hilbert Function and Betti numbers. We also study symbolic and regular powers associated to the ideal defining a Complement of a Steiner configuration of points, finding its Waldschmidt constant, regularity, bounds on its resurgence and asymptotic resurgence. We also compute the parameters of linear codes associated to any Steiner configur…

Linear codes; Monomial ideals; Stanley Reisner rings; Steiner systems; Symbolic powersSteiner systemsBetti numberPolynomial ring0102 computer and information sciencesAlgebraic geometrySymbolic powers01 natural sciencessymbols.namesakeMathematics - Algebraic GeometryLinear codesTheoryofComputation_ANALYSISOFALGORITHMSANDPROBLEMCOMPLEXITYMonomial idealsComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATIONFOS: MathematicsMathematics - CombinatoricsIdeal (ring theory)0101 mathematicsCommutative algebraAlgebraic Geometry (math.AG)Complement (set theory)MathematicsDiscrete mathematicsHilbert series and Hilbert polynomialApplied Mathematics010102 general mathematicsStanley Reisner ringsLinear codes Monomial ideals Stanley Reisner rings Steiner systems Symbolic powersComputer Science Applications51E10 13F55 13F20 14G50 94B27Settore MAT/02 - AlgebraSteiner systemSteiner systems Monomial ideals Symbolic powers Stanley Reisner rings Linear codes010201 computation theory & mathematicssymbolsCombinatorics (math.CO)Settore MAT/03 - GeometriaMathematicsofComputing_DISCRETEMATHEMATICS
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Eye tracking and the translation process: reflections on the analysis and interpretation of eye-tracking data

2014

Eye tracking has become increasingly popular as a quantitative research method in translation research. This paper discusses some of the major methodological issues involved in the use of eye tracking in translation research. It focuses specifically on challenges in the analysis and interpretation of eye-tracking data as reflections of cognitive processes during translation. Four types of methodological issues are discussed in the paper. The first part discusses the preparatory steps that precede the actual recording of eye-tracking data. The second part examines critically the general assumptions linking eye movements to cognitive processing in the context of translation research. The thir…

Linguistics and LanguageEngineering drawingTranslationTraducciónProcess (engineering)ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONContext (language use)Translation (geometry)Language and LinguisticsEducationInformationSystems_MODELSANDPRINCIPLESHuman–computer interactionQuantitative researchIndicatorsAssumptionsUNESCO::CIENCIAS DE LAS ARTES Y LAS LETRASEye trackingTraducción; Seguimiento ocular; Hipótesis; Calidad de los datos; IndicadoresInterpretation (philosophy)Data qualityTraducción e InterpretaciónEye movementCognitionCalidad de los datosGeographyIndicadoresTranslation; Eye tracking; Assumptions; Data quality; Indicators:CIENCIAS DE LAS ARTES Y LAS LETRAS [UNESCO]Seguimiento ocularEye trackingHipótesis
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Cómo los corpus pueden asistir a los estudiantes de traducción jurídica : la plataforma GENTT TransTools Corpora y Sketch Engine

2019

 
 Esta aportación analiza la aplicación de corpus a la enseñanza de la traducción jurídica en la educación superior utilizando la plataforma GENTT TransTools Corpora y Sketch Engine. En primer lugar, revisaremos la bibliografía sobre experiencias previas de aplicación de corpus textuales a la enseñanza de la traducción jurídica. A continuación, describiremos la experiencia de 10 años del grupo GENTT en el aula de traducción especializada, en la que hemos aplicado una metodología basada corpus y dirigida a promover la formación guiada y el aprendizaje constructivo y cooperativo. Estas experiencias sugieren que los corpus monolingües, multilingües y traducidos de textos especializados c…

Linguistics and LanguageInformationSystems_INFORMATIONSTORAGEANDRETRIEVALComputingMilieux_COMPUTERSANDEDUCATIONComputingMethodologies_DOCUMENTANDTEXTPROCESSINGLanguage and Linguistics
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Critical Digital Editions of Theatrical Texts: The Example of La estrella de Sevilla

2014

This article analyses the process of creating a multilingual and multimedia critical digital edition of the text from the Spanish Golden Age La Estrella de Sevilla. It begins with a reflection on what a critical digital edition is, and then it presents different projects about digital editions of theatrical texts as well as some practical issues on the encoding of the texts included in this digital critical edition.  

Linguistics and LanguageLiterature and Literary Theorymedia_common.quotation_subjectvisualización de textosArtEdició crítica digitalVisualització de textosCritical editionLanguage and Linguisticsedición crítica digitalcritical digital edition; XML/TEI; visualization of textsedición crítica digital XML/TEI visualización de textosCritical digital editionVisualización de textosXML/TEIComputingMethodologies_DOCUMENTANDTEXTPROCESSINGEdició electrònicaLiterature (General)Edición crítica digitalHumanitiesPN1-6790Visualization of textsDigital editionmedia_common
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Inclusive ethnographies

2017

Abstract In ethnographically oriented linguistic landscape studies, social spaces are studied in co-operation with research participants, many times through mobile encounters such as walking. Talking, walking, photographing and video recording as well as writing the fieldwork diary are activities that result in the accumulation of heterogeneous, multimodal corpora. We analyze data from a Hungarian school ethnography project to reconstruct fieldwork encounters and analyze embodiment, the handling of devices (e.g. the photo camera) and verbal interaction in exploratory, participant-led walking tours. Our analysis shows that situated practices of embodied conduct and verbal interaction blur th…

Linguistics and LanguageParticipatory action researchta6121ethnographyLanguage and LinguisticsVisual artsEthnographySituatedta516SociologyLinguistic landscapevideography060201 languages & linguisticsvideokuvausetnografia05 social sciences050301 education06 humanities and the artsosallistava tutkimusphotographyTransformative learningEmbodied cognition0602 languages and literatureparticipatory researchmethodologiesVideography0503 educationqualitative researchvalokuvausQualitative researchLinguistic Landscape. An international journal
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Collaborative Virtual Reality for Laparoscopic Liver Surgery Training

2019

Virtual reality (VR) has been used in many medical training systems for surgical procedures. However, the current systems are limited due to inadequate interactions, restricted possibilities of patient data visualization, and collaboration. We propose a collaborative VR system for laparoscopic liver surgical planning and simulation. Medical image data is used for model visualization and manipulation. Additionally, laparoscopic surgical joysticks are used to provide an opportunity for a camera assistant to cooperate with an experienced surgeon in VR. Continuous clinical feedback led us to optimize the visualization, synchronization, and interactions of the system. Laparoscopic surgeons were …

Liver surgery0209 industrial biotechnologygenetic structuresbusiness.industryComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONUsability02 engineering and technologyVirtual realitySurgical planningVisualization020901 industrial engineering & automationHuman–computer interactionSynchronization (computer science)0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingCollaborative virtual realitybusiness2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)
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A collaborative virtual reality environment for liver surgery planning

2021

Abstract Surgical planning software is a key component in the treatment of tumor diseases. However, desktop-based systems provide only limited visualization and interaction opportunities. Moreover, collaborative planning among members of a surgical team is only possible to a limited extent. In this work, a collaborative virtual reality (VR) environment to assist liver surgeons in tumor surgery planning is presented. Our aim is to improve virtual resection planning between surgeons in a remote or co-located environment. The system allows surgeons to define and adjust virtual resections on patient-specific organ 3D surfaces and 2D image slices. Changes on both modalities are synchronized, whi…

Liver surgerySurgical teamModalitiesComputer sciencebusiness.industryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONGeneral EngineeringComputer Graphics and Computer-Aided DesignSurgical planningVisualizationHuman-Computer InteractionSoftwareHuman–computer interactionComponent (UML)Collaborative virtual realitybusinessComputers & Graphics
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Dynamic best spectral bands selection for face recognition

2014

In this paper, face recognition in uncontrolled illumination conditions is investigated. A twofold contribution is proposed. First, three state-of-art algorithms, namely Multiblock Local Binary Pattern (MBLBP), Histogram of Gabor Phase Patterns (HGPP) and Local Gabor Binary Pattern Histogram Sequence (LGBPHS) are evaluated upon the IRIS-M3 face database to study their robustness against a high illumination variation conditions. Second, we propose to use visible multispectral images, provided by the same face database, to enhance the performance of the three mentioned algorithms. To reduce the high data dimensionality introduced by the use of multispectral images, we have designed a system t…

Local binary patternsbusiness.industryComputer scienceMultispectral imageComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONPattern recognitionSpectral bandsBinary patternMixture modelFacial recognition systemComputingMethodologies_PATTERNRECOGNITIONRobustness (computer science)Computer Science::Computer Vision and Pattern RecognitionHistogramComputer visionArtificial intelligencebusiness2014 48th Annual Conference on Information Sciences and Systems (CISS)
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A New Wavelet-Based Texture Descriptor for Image Retrieval

2007

This paper presents a novel texture descriptor based on the wavelet transform. First, we will consider vertical and horizontal coefficients at the same position as the components of a bivariate random vector. The magnitud and angle of these vectors are computed and its histograms are analyzed. This empirical magnitud histogram is modelled by using a gamma distribution (pdf). As a result, the feature extraction step consists of estimating the gamma parameters using the maxima likelihood estimator and computing the circular histograms of angles. The similarity measurement step is done by means of the well-known Kullback-Leibler divergence. Finally, retrieval experiments are done using the Bro…

Local binary patternsbusiness.industryTexture DescriptorFeature extractionComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONWavelet transformPattern recognitionComputingMethodologies_PATTERNRECOGNITIONWaveletImage textureComputer Science::Computer Vision and Pattern RecognitionHistogramArtificial intelligencebusinessImage retrievalMathematics
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