Made available in DSpace on 2014-12-17T15:48:02Z (GMT). No. of bitstreams: 1 LidianeOSS_DISSERT.pdf: 4948473 bytes, checksum: f3f2d84880d3d969d6a1a9ec6252b0ff (MD5) Previous issue date: 2012-05-23 / Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior / The approach Software Product Line (SPL) has become very promising these days, since it allows the production of customized systems on large scale through product families. For the modeling of these families the Features Model is being widely used, however, it is a model that has low level of detail and not may be sufficient to guide the development team of LPS. Thus, it is recommended add the Features Model to other models representing the system from other perspectives. The goals model PL-AOVgraph can assume this role complementary to the Features Model, since it has a to context oriented language of LPS's, which allows the requirements modeling in detail and identification of crosscutting concerns that may arise as result of variability. In order to insert PL-AOVgraph in development of LPS's, this paper proposes a bi-directional mapping between PL-AOVgraph and Features Model, which will be automated by tool ReqSys-MDD. This tool uses the approach of Model-Driven Development (MDD), which allows the construction of systems from high level models through successive transformations. This enables the integration of ReqSys-MDD with other tools MDD that use their output models as input to other transformations. So it is possible keep consistency among the models involved, avoiding loss of informations on transitions between stages of development / A abordagem de Linha de Produto de Software (LPS) tem se tornado bastante promissora nos dias de hoje, uma vez que permite a produ??o de sistemas customizados em larga escala, atrav?s de fam?lias de produtos. Para a modelagem destas fam?lias o Modelo de Features tem sido muito utilizado, no entanto, se trata de um modelo que apresenta baixo n?vel de detalhamento, podendo n?o ser suficiente para orientar a equipe de desenvolvimento da LPS. Dessa forma, ? recomend?vel agregar o Modelo de Features a outros modelos que representem o sistema sob outras perspectivas. O Modelo de Metas PL-AOVgraph pode assumir esta fun??o complementar ao Modelo de Features, uma vez que possui uma linguagem voltada para o contexto das LPS s, que permite a modelagem de requisitos de forma detalhada e a identifica??o de caracter?sticas transversais, que podem surgir em decorr?ncia da variabilidade. Com o objetivo de inserir PL-AOVgraph no processo de desenvolvimento das LPS s, este trabalho prop?e um mapeamento bi-direcional entre PLAOVgraph e Modelo de Features, que ser? automatizado pela ferramenta ReqSys-MDD. Esta ferramenta utiliza a abordagem de Desenvolvimento Orientado a Modelos (Model-Driven Development MDD), que permite a constru??o de sistemas a partir de modelos de alto n?vel, atrav?s de transforma??es sucessivas. Isto possibilita a integra??o de ReqSys-MDD com outras ferramentas MDD que utilizem seus modelos de sa?da como entrada para outras transforma??es. Assim, ? poss?vel manter a consist?ncia entre os modelos envolvidos, evitando a perda de informa??es nas transi??es entre as etapas de desenvolvimento

Submitted by Johnny Rodrigues (johnnyrodrigues@ufcg.edu.br) on 2018-08-22T22:35:08Z No. of bitstreams: 1 WILKERSON DE LUCENA ANDRADE - DISSERTAÇÃO PPGCC 2007..pdf: 2626609 bytes, checksum: 614195de1ab9a26c4b34ae95f67813d9 (MD5) / Made available in DSpace on 2018-08-22T22:35:08Z (GMT). No. of bitstreams: 1 WILKERSON DE LUCENA ANDRADE - DISSERTAÇÃO PPGCC 2007..pdf: 2626609 bytes, checksum: 614195de1ab9a26c4b34ae95f67813d9 (MD5) Previous issue date: 2007-03-02 / O mercado de telefonia celular tem se mostrado cada vez mais competitivo, demandando um padrão de qualidade cada vez maior. Neste contexto, aplicações são desenvolvidas como conjuntos de funcionalidades, chamados de features. Tais features são combinadas em cenários de uso das aplicações podendo, inclusive, haver interações entre elas. Interações entre features podem ocorrer em dois cenários diferentes: no primeiro caso uma feature pode solicitar um serviço ou dados de uma outra e no segundo caso, uma feature pode interromper a execução de outra feature. Devido ao fato de as features serem usualmente desenvolvidas e testadas de forma isolada, os testes de suas interações nos cenários de uso das aplicações ficam comprometidos. Dado que essas interações estejam especificadas, modelos contendo esses comportamentos podem ser obtidos, e assim, usando técnicas de teste baseado em modelo, casos de teste podem ser gerados para verificar tais interações. Neste trabalho, propomos uma estratégia para dar suporte ao teste de interação entre features em aplicações para celulares. Para isso, estendemos um formato usado para a especificação de requisitos de interação de features, desenvolvemos um procedimento para a geração do modelo comportamental a partir dessa especificação e uma estratégia de geração de casos de teste a partir desse modelo comportamental baseando-se em propósitos de teste, cujo objetivo é extrair cenários de interação entre features de forma que tais interações sejam testadas. A ferramenta LTSBT foi estendida para dar suporte a geração automática de casos de teste de interação e um estudo de caso foi realizado para demonstrar a aplicação da estratégia proposta. / The mobile phone market has become even more competitive, demanding high quality standards. In this context, applications are developed as sets of functionalities, called features. Such features are combined in use case scenarios of the application. They can also have interactions between them. Interactions between features can occur in two different scenarios: in the first case each feature can ask for a service or data of another feature and, in the second case, a feature can interrupt the execution of another feature. Due to the fact that the features are usually developed in an isolated way, the tests of their interactions in such scenarios are compromised. Given that the interactions are specified, models containing such behaviors can be obtained, and thus, using model-based techniques, test cases can be generated to verify these interactions. In this work, we propose a strategy to support the interaction test between features in mobile phone applications. For this, we extended a form used to specify the feature interaction requirements, we develop a procedure to generate the behavioral model from such specification and a test case generation strategy from this model based on test purposes, that aims to extract interaction between features such that the interactions are tested. The LTS-BT tool was extended to support the automatic generation of interaction test cases and a case study was conducted to demonstrate the application of the proposed strategy.

Submitted by Daniella Santos (daniella.santos@fgv.br) on 2010-03-11T13:25:30Z No. of bitstreams: 1 Tese_Fabio_Araujo_Final.pdf: 715897 bytes, checksum: 17afb0d85c3fff397df747b1a0d56bf9 (MD5) / Approved for entry into archive by Andrea Virginio Machado(andrea.machado@fgv.br) on 2010-03-12T13:27:41Z (GMT) No. of bitstreams: 1 Tese_Fabio_Araujo_Final.pdf: 715897 bytes, checksum: 17afb0d85c3fff397df747b1a0d56bf9 (MD5) / Made available in DSpace on 2010-03-15T12:06:11Z (GMT). No. of bitstreams: 1 Tese_Fabio_Araujo_Final.pdf: 715897 bytes, checksum: 17afb0d85c3fff397df747b1a0d56bf9 (MD5) Previous issue date: 2009-08-10 / This work proposes alternative ways to consistently estimate an abstract measure, crucial to the study of intertemporal decisions, which is at the core of most macroeconomics and financial studies: the Stochastic Discount Factor (SDF). Using the Pricing Equation in a panel-data framework, is constructed a novel consistent estimator of the SDF which relies on the fact that its logarithm is pervasive to all asset returns of the economy. The resulting estimator is very simple to compute, does not dependent on strong economic assumptions, is suitable for testing different preference specifications or investigating intertemporal substitution puzzles, and can be used as basis to construct an estimator for the risk-free rate. Alternative identification strategies are applied and a parallel between it and identifications strategies based on other frameworks is drawn. Adding structure to the initial setup, two environments were the asymptotic distribution can be derived are presented. Finally, methodologies proposed are applied US and Brazilian data. Preference specifications usually found in the macro literature, as well as a class of state dependent preferences, are tested. The results for the US economy are particularly interesting, by performing formal tests, we cannot reject standard preference specifications used in the literature and estimates of the relative risk-aversion coefficient are between 1 and 2, and statistically indistinguishable from the unity. Moreover, for the class of state dependent preferences and using US quarterly data from 1972:1 and 2001:4, we estimate a highly dynamic path for the relative risk-aversion (rra) coefficient, confined to the interval [1.15, 2.05], and also reject the hypothesis of a constant level. / Este trabalho propõe maneiras alternativas para a estimação consistente de uma medida abstrata, crucial para o estudo de decisões intertemporais, o qual é central a grande parte dos estudos em macroeconomia e finanças: o Fator Estocástico de Descontos (SDF, sigla em Inglês). Pelo emprego da Equação de Apreçamento constrói-se um inédito estimador consistente do SDF que depende do fato de que seu logaritmo é comum a todos os ativos de uma economia. O estimador resultante é muito simples de se calcular, não depende de fortes hipóteses econômicas, é adequado ao teste de diversas especificações de preferência e para a investigação de paradoxos de substituição intertemporal, e pode ser usado como base para a construção de um estimador para a taxa livre de risco. Alternativas para a estratégia de identificação são aplicadas e um paralelo entre elas e estratégias de outras metodologias é traçado. Adicionando estrutura ao ambiente inicial, são apresentadas duas situações onde a distribuição assintótica pode ser derivada. Finalmente, as metodologias propostas são aplicadas a conjuntos de dados dos EUA e do Brasil. Especificações de preferência usualmente empregadas na literatura, bem como uma classe de preferências dependentes do estado, são testadas. Os resultados são particularmente interessantes para a economia americana. A aplicação de teste formais não rejeita especificações de preferências comuns na literatura e estimativas para o coeficiente relativo de aversão ao risco se encontram entre 1 e 2, e são estatisticamente indistinguíveis de 1. Adicionalmente, para a classe de preferência s dependentes do estado, trajetórias altamente dinâmicas são estimadas para a tal coeficiente, as trajetórias são confinadas ao intervalo [1,15, 2,05] e se rejeita a hipótese de uma trajetória constante.

Cette thèse de doctorat est consacrée à la reconnaissance de concepts visuels (VCR pour "Visual Concept Recognition"). En raison des nombreuses difficultés qui la caractérisent, cette tâche est toujours considérée comme l’une des plus difficiles en vision par ordinateur et reconnaissance de formes. Dans ce contexte, nous avons proposé plusieurs contributions, particulièrement dans le cadre d’une approche de reconnaissance multimodale combinant efficacement les informations visuelles et textuelles. Tout d’abord, nous avons étudié différents types de descripteurs visuels de bas-niveau sémantique pour la tâche de VCR incluant des descripteurs de couleur, de texture et de forme. Plus précisément, nous pensons que chaque concept nécessite différents descripteurs pour le caractériser efficacement pour permettre sa reconnaissance automatique. Ainsi, nous avons évalué l’efficacité de diverses représentations visuelles, non seulement globales comme la couleur, la texture et la forme, mais également locales telles que SIFT, Color SIFT, HOG, DAISY, LBP et Color LBP. Afin de faciliter le franchissement du fossé sémantique entre les descripteurs bas-niveau et les concepts de haut niveau sémantique, et particulièrement ceux relatifs aux émotions, nous avons proposé des descripteurs visuels de niveau intermédiaire basés sur l’harmonie visuelle et le dynamisme exprimés dans les images. De plus, nous avons utilisé une décomposition spatiale pyramidale des images pour capturer l’information locale et spatiale lors de la construction des descripteurs d’harmonie et de dynamisme. Par ailleurs, nous avons également proposé une nouvelle représentation reposant sur les histogrammes de couleur HSV en utilisant un modèle d’attention visuelle pour identifier les régions d’intérêt dans les images. Ensuite, nous avons proposé un nouveau descripteur textuel dédié au problème de VCR. En effet, la plupart des photos publiées sur des sites de partage en ligne (Flickr, Facebook, ...) sont accompagnées d’une description textuelle sous la forme de mots-clés ou de légende. Ces descriptions constituent une riche source d’information sur la sémantique contenue dans les images et il semble donc particulièrement intéressant de les considérer dans un système de VCR. Ainsi, nous avons élaboré des descripteurs HTC ("Histograms of Textual Concepts") pour capturer les liens sémantiques entre les concepts. L’idée générale derrière HTC est de représenter un document textuel comme un histogramme de concepts textuels selon un dictionnaire (ou vocabulaire), pour lequel chaque valeur associée à un concept est l’accumulation de la contribution de chaque mot du texte pour ce concept, en fonction d’une mesure de distance sémantique. Plusieurs variantes de HTC ont été proposées qui se sont révélées être très efficaces pour la tâche de VCR. Inspirés par la démarche de l’analyse cepstrale de la parole, nous avons également développé Cepstral HTC pour capturer à la fois l’information de fréquence d’occurrence des mots (comme TF-IDF) et les liens sémantiques entre concepts fournis par HTC à partir des mots-clés associés aux images. Enfin, nous avons élaboré une méthode de fusion (SWLF pour "Selective Weighted Later Fusion") afin de combiner efficacement différentes sources d’information pour le problème de VCR. Cette approche de fusion est conçue pour sélectionner les meilleurs descripteurs et pondérer leur contribution pour chaque concept à reconnaître. SWLF s’est révélé être particulièrement efficace pour fusion des modalités visuelles et textuelles, par rapport à des schémas de fusion standards. [...] / This Ph.D thesis is dedicated to visual concept recognition (VCR). Due to many realistic difficulties, it is still considered to be one of the most challenging problems in computer vision and pattern recognition. In this context, we have proposed some innovative contributions for the task of VCR, particularly in building multimodal approaches that efficiently combine visual and textual information. Firstly, we have proposed semantic features for VCR and have investigated the efficiency of different types of low-level visual features for VCR including color, texture and shape. Specifically, we believe that different concepts require different features to efficiently characterize them for the recognition. Therefore, we have investigated in the context of VCR various visual representations, not only global features including color, shape and texture, but also the state-of-the-art local visual descriptors such as SIFT, Color SIFT, HOG, DAISY, LBP, Color LBP. To help bridging the semantic gap between low-level visual features and high level semantic concepts, and particularly those related to emotions and feelings, we have proposed mid-level visual features based on the visual harmony and dynamism semantics using Itten’s color theory and psychological interpretations. Moreover, we have employed a spatial pyramid strategy to capture the spatial information when building our mid-level features harmony and dynamism. We have also proposed a new representation of color HSV histograms by employing a visual attention model to identify the regions of interest in images. Secondly, we have proposed a novel textual feature designed for VCR. Indeed, most of online-shared photos provide textual descriptions in the form of tags or legends. In fact, these textual descriptions are a rich source of semantic information on visual data that is interesting to consider for the purpose of VCR or multimedia information retrieval. We propose the Histograms of Textual Concepts (HTC) to capture the semantic relatedness of concepts. The general idea behind HTC is to represent a text document as a histogram of textual concepts towards a vocabulary or dictionary, whereas its value is the accumulation of the contribution of each word within the text document toward the underlying concept according to a predefined semantic similarity measure. Several variants of HTC have been proposed that revealed to be very efficient for VCR. Inspired by the Cepstral speech analysis process, we have also developed Cepstral HTC to capture both term frequency-based information (like TF-IDF) and the relatedness of semantic concepts in the sparse image tags, which overcomes the HTC’s shortcoming of ignoring term frequency-based information. Thirdly, we have proposed a fusion scheme to combine different sources of Later Fusion, (SWLF) is designed to select the best features and to weight their scores for each concept to be recognized. SWLF proves particularly efficient for fusing visual and textual modalities in comparison with some other standard fusion schemes. While a late fusion at score level is reputed as a simple and effective way to fuse features of different nature for machine-learning problems, the proposed SWLF builds on two simple insights. First, the score delivered by a feature type should be weighted by its intrinsic quality for the classification problem at hand. Second, in a multi-label scenario where several visual concepts may be assigned to an image, different visual concepts may require different features which best recognize them. In addition to SWLF, we also propose a novel combination approach based on Dempster-Shafer’s evidence theory, whose interesting properties allow fusing different ambiguous sources of information for visual affective recognition. [...]

Stress detection based on non-EEG physiological data can be useful for monitoring drivers, pilots, and also for monitoring of people in ordinary situation, where standard EEG monitoring is unsuitable. This work uses Non-EEG database freely available from Physionet. The database contains records of heart rate, saturation of blood oxygen, motion, a conductance of skin and temperature recorded for 3 type of stress alternated with relax state. Two final models were created in this thesis. First model for Binary classification stress/relax, second for classification of 4 different type of psychical state. Best results were reached using model created by decision tree algorithm with 8 features for binary classification and with 8 features for classification of 4 psychical state. Accuracy of final models is aproximately 95 % for binary model and 99 % for classification of 4 psychical state. All algorithms were implemented in Python.

This project describes design of the system for diagnosis Parkinson’s disease based on speech. Parkinson’s disease is a neurodegenerative disorder of the central nervous system. One of the symptoms of this disease is disability of motor aspects of speech, called hypokinetic dysarthria. Design of the system in this work is based on the best known segmental features such as coefficients LPC, PLP, MFCC, LPCC but also less known such as CMS, ACW and MSC. From speech records of patients affected by Parkinson’s disease and also healthy controls are calculated these coefficients, further is performed a selection process and subsequent classification. The best result, which was obtained in this project reached classification accuracy 77,19%, sensitivity 74,69% and specificity 78,95%.

Российские военные вузы, отвечая требованиям современного высшего образования, активно интегрируются в мировое образовательное сообщество. Одним из важных направлений военно-технического сотрудничества России с зарубежными странами является профессиональная подготовка иностранных военнослужащих в российских военных вузах. В последние годы в ходе реформирования военного образования доля иностранных курсантов в российских военных вузах значительно возросла. Этому способствует и тот факт, что российское военное образование является престижным в ряде стран-союзников. Соответственно, возрастает ответственность российского образования за качество образовательных услуг, оказываемых иностранным гражданам, обучающимся в военных вузах. В работе рассматривается проблема построения коммуникаций иностранными курсантами в ходе обучения в российских вузах на краткосрочных программах повышения квалификации и профессиональной переподготовки. На примере военнослужащих Вьетнама введено понятие коммуникаций и способы их формирования в процессе обучения; выделены особенности этнического сознания представителей европейских и азиатских культур; определены особенности профессиональной направленности курсантов военного вуза; учтены особенности изменения приоритетов в изучении вьетнамскими учащимися русского зыка, выделены характеристики и виды перевода, которые используется в образовательном процессе иностранных курсантов переводчиком; определены особенности составления глоссариев для курсантов из азиатских стран, обучающихся в России. Результат работы представлен в виде трехъязычного переводного глоссария. Актуальность исследования обусловлена необходимостью упрощения процесса построения коммуникаций между преподавателем и «студентом-иностранцем»; отсутствием структуризации таких материалов, требующих перевода в рамках работы с учебной группой, и трехъязычных глоссариев на русском, английском и вьетнамском языках по конкретному направлению обучения. Теоретическая значимость исследования заключается в проведенном исследовании терминологии и разработке глоссария, с описанием последовательного алгоритма работы над его составлением. / Russian military universities, meeting the requirements of modern higher education, are actively integrating into the world educational community. One of the important areas of military-technical cooperation between Russia and foreign countries is the professional training of foreign servicemen in Russian military universities. In recent years, in the course of reforming military education, the proportion of foreign cadets in Russian military universities has increased significantly. This is facilitated by the fact that Russian military education is prestigious in a number of allied countries. Accordingly, the responsibility of Russian education for the quality of educational services provided to foreign citizens studying in military universities is growing. The paper deals with the problem of building communications by foreign cadets while training in Russian universities on short-term programs for advanced training and professional retraining. On the example of Vietnamese military personnel, the concept of communications and methods of their formation in the learning process are introduced; the features of the ethnic consciousness of representatives of European and Asian cultures are highlighted; the features of the professional orientation of cadets of a military university are determined; the features of changing priorities in the study of the Russian language by Vietnamese students are taken into account, the characteristics and types of translation that are used in the educational process of foreign cadets by an interpreter are highlighted; the features of compiling glossaries for cadets from Asian countries studying in Russia are determined. The result of the work is presented in the form of a trilingual translated glossary. The relevance of the study is due to the need to simplify the process of building communications between a teacher and a “foreign student”; the lack of structuring of such materials that require translation as part of the work with the study group, and trilingual glossaries in Russian, English and Vietnamese for a specific area of study. The theoretical significance of the study lies in the study of terminology and the development of a glossary, with a description of a consistent algorithm for working on its compilation.

Prior to 1960's, the fingerprint analysis was carried out manually by human experts and for forensic purposes only. Automated fingerprint identification systems (AFIS) have been developed during the last 50 years. The success of AFIS resulted in that its use expanded beyond forensic applications and became common also in civilian applications. Mobile phones and computers equipped with fingerprint sensing devices for fingerprint-based user identification are common today. Despite the intense development efforts, a major problem in automatic fingerprint identification is to acquire reliable matching features from fingerprint images with poor quality. Images where the fingerprint pattern is heavily degraded usually inhibit the performance of an AFIS system. The performance of AFIS systems is also reduced when matching fingerprints of individuals with large age variations. This doctoral thesis presents contributions within the field of fingerprint image enhancement, segmentation and minutiae detection. The reliability of the extracted fingerprint features is highly dependent on the quality of the obtained fingerprints. Unfortunately, it is not always possible to have access to high quality fingerprints. Therefore, prior to the feature extraction, an enhancement of the quality of fingerprints and a segmentation are performed. The segmentation separates the fingerprint pattern from the background and thus limits possible sources of error due to, for instance, feature outliers. Most enhancement and segmentation techniques are data-driven and therefore based on certain features extracted from the low quality fingerprints at hand. Hence, different types of processing, such as directional filtering, are employed for the enhancement. This thesis contributes by proposing new research both for improving fingerprint matching and for the required pre-processing that improves the extraction of features to be used in fingerprint matching systems. In particular, the majority of enhancement and segmentation methods proposed herein are adaptive to the characteristics of each fingerprint image. Thus, the methods are insensitive towards sensor and fingerprint variability. Furthermore, introduction of the higher order statistics (kurtosis) for fingerprint segmentation is presented. Segmentation of the fingerprint image reduces the computational load by excluding background regions of the fingerprint image from being further processed. Also using a neural network to obtain a more robust minutiae detector with a patch rejection mechanism for speeding up the minutiae detection is presented in this thesis.

Handwriting as a unique expression of human behaviour has evoked continuous interest as a means of analyzing and studying personality – a study known as Graphology. Research in graphology has shown diverse results, ranging from negative to highly favourable. Many of the studies disregarding the value of graphology can be criticized on the grounds of their research methodology as well as the method used in handwriting analysis, namely the ‘trait-method’ whereby isolated graphological features are simplistically linked to personality as opposed to a more encompassing, holistic approach. In the present study the special link between personality and graphology is illustrated as well as the decisive influence the gestalt and form standard of a writing have on the interpretation of that particular writing. The approach to the graphological analyses was holistic, as it complements the complex uniqueness of personality. The study also focuses on the recommended methodology of handwriting analysis, by offering a tailor-made personality ‘picture’ of the individual. Graphological findings were compared to the clinical findings of the same client/patient according to the Diagnostic and Statistical Manual of Mental Diseases IV-TRTM (DSM-IV-TRTM). Five (5) case studies have been reported in this qualitative research study. The analyses of the writings were done by an independent graphologist. The objective graphological findings show similarities with clinical findings of the same clients/patients. The holistic approach to handwriting analysis deems to have diagnostic value and is promising in providing guidelines for psychotherapy. Graphology can thus be regarded as a useful and viable tool in psycho-educational assessment. / Education / D.Ed. (Psychology of Education)

Thesis (MSc)--Stellenbosch University, 2014 / ENGLISH ABSTRACT: The compositions of tonalite-trondhjemite-granodiorite (TTG)-series rocks from the Barberton Granite-Greenstone Terrain (BGGT) of Southern Africa vary in terms of major element concentrations (leuco-trondhjemites to tonalites), trace elements (e.g. Sr, Rb, REE) and degree of HREE depletion [(La/Yb)N ~ 0.50 - 121]. These geochemical parameters have been interpreted to have significance for the geodynamic processes that produced TTG magmas, particularly the depth of the source. In the Nelshoogte pluton, trondhjemite emplacement occurred prior to and during (D2)-tectonism, and hornblende-bearing tonalites/granodiorites occur as intrusive plugs within the trondhjemite. The geochemical range portrayed by the ca. 3230 Ma Nelshoogte pluton covers almost the whole range portrayed by all the TTG rocks of the BGGT, formed in the time interval 3550 to 3230 Ma. U-Pb zircon dating reveals no significant differences in apparent ages between the trondhjemites and tonalites of the Nelshoogte pluton; all lie between ca. 3240 and 3220 Ma. A/CNK- and Ti-maficity correlations within the Nelshoogte pluton show behaviour typical of I-type granitic rocks, confirming the metamafic character of the source and the involvement of a peritectic garnet and clinopyroxene component in the magmas. The REE and traceelement patterns resemble those of both ca. 3450 Ma TTG plutons and other ~ 3230 Ma TTG plutons in the BGGT. This suggests that these different generations of TTG magmas were generated from similar sources and by similar processes. The geochemical details are consistent with a metamafic source which underwent melting at high pressure. This TTG source was fundamentally different from the more potassic source/s that produced the younger 3100 Ma granites. Additionally, high Zr/Sm and low Nb/Ta ratios in the Barberton TTG rocks suggest that the Nelshoogte pluton originated as a group of chemically distinct magmas, in a similar way to other ~ 3200 Ma TTGs. The protoliths of ~ 3450 Ma plutons and ~ 3200 Ma plutons might typically be rutile-bearing eclogite and/or 10 to 30 % garnet bearing amphibolite. The geochemical features of the Barberton TTGs suggest similar source compositions, but different pressures of partial melting. For the ca. 3230 Ma plutons, the rocks of the Badplaas pluton and the Nelshoogte trondhjemites/tonalites correspond to the high-pressure magmas, as reflected by high Sr content, as well as high Sr/Y and (La/Yb)N ratios. In contrast, the Kaap Valley TTGs and Nelshoogte granodiorites reflect the melting of a similar source at moderate pressure. Furthermore, the Hf isotope data; Hft (+ 0.1 to + 1.9) and TDM model ages (3330 - 3230 Ma), suggest that the source rocks are ~ 20 to 100 Myr older than the pluton. / AFRIKAANSE OPSOMMING: Die samestellings van tonaliet-trondhjemiet-granodioriet (TTG)-reeks gesteentes vanaf die Baberton Graniet-Groensteen terrien (BGGT) van Suiderlike Afrika verskil in terme van hoofelement konsentrasies (leuko-trondhjemiete tot tonaliete), spoorelemente (bv. Sr, Rb en seldsameaarde-elemente(SAE)) en ook van swaar seldsameaarde-element (SSAE) uitputting [(La/Yb)N ~ 0.50 - 121]. Deur interpritasie is daar vasgestel dat hierdie geochemiese beperkings betekenis dra vir die geodinamiese prosesse wat TTG magmas produseer het, en veral vir die diepte van die bron. In die Nelshoogte pluton het trondhjemiet inplasing voor en gedurende (D2)-tektonisme voorgekom en horingblende-draende tonaliet/granodioriet kom voor as intrusiewe proppe binne-in die trondhjemiet. Die geochemiese reeks wat uitgebeeld is deur die ~ 3230 Ma Nelshoogte pluton ondersteun byna die hele reeks wat uitgebeeld is deur al die TTG gesteentes van die BBGT wat gevorm het gedurende die tydsinterval 3550 tot 3230 Ma. U-Pb sirkoon datering openbaar geen merkwaardige verskille in ouderdomme tussen die trondhjemiete en tonaliete van die Nelshoogte pluton nie. Al die ouderdomme lê tussen 3240 en 3220 Ma. A/CNK- en Ti-mafisiteit korrelasies binne die Nelshoogte pluton toon die tipiese gedrag van I-tipe granitiese gesteentes, en bevestig sodoende die metamafiese karakter van die bron, asook die betrokkenheid van ‘n peritektiese granaat en klinopirokseen component in die magmas. Die seldsameaarde-element en spoorelement patroone lyk soos dié van albei ~ 3450 Ma plutons en ander ~ 3230 Ma TTG plutons in die BGGT. Dit stel voor dat hierdie verskillende generasies van TTG magmas genereer was vanaf soortgelyke bronne en ook deur soortgelyke prosesse. Die geochemiese besonderhede stem ooreen met ‘n metamafiese bron wat smelting teen hoë druk ondergaan het. Hierdie TTG bron het fondamenteel verskil van die meer kalium-ryke bron/ne wat die jonger 3100 Ma graniete prodiseer het. In ‘n eenderse manier as ander ~ 3200 Ma TTG gesteentes, stel hoë Zr/Sm en lae Nb/Ta verhoudings in die Baberton TTG gesteentes verder voor dat die Nelshoogte pluton ontstaan het as ‘n groep chemies verskillende magmas. Die protoliete van ~ 3450 Ma plutons en ~ 3200 Ma plutons mag dalk tipies rutiel-draende eklogiet en/of 10 tot 30% granaat draende amfiboliet wees. Die geochemiese aspekte van die Baberton TTGs stel eenderse bron komposisies, maar verskillende drukke van gedeeltelike smelting voor. Vir die ~ 3230 Ma plutons stem die gesteentes van die Badplaas pluton en die Nelshoogte trondhjemiete/tonaliete ooreen met die hoë druk magmas, soos weerspieël deur hoe Sr inhoud, sowel as hoe Sr/Y en (La/Yb)N verhoudinge. In kontras weerspiel die Kaap Valley TTGs en Nelshoogte granodioriet die smelting van ‘n eenderse bron teen matige druk. Verder stel die Hf isotoop data; Hft (+ 0.1 to + 1.9) en TDM model ouderdomme (3330 - 3230 Ma) voor dat die bron gesteentes ~ 20 to 100 Mjr ouer is as die pluton.