Visual recognition research develops algorithms and representations to autonomously recognize visual entities such as objects, actions, and attributes. The traditional protocol involves manually collecting training image examples, annotating them in specific ways, and then learning models to explain the annotated examples. However, this is a rather limited way to transfer human knowledge to visual recognition systems, particularly considering the immense number of visual concepts that are to be learned. I propose new forms of active learning that facilitate large-scale transfer of human knowledge to visual recognition systems in a cost-effective way. The approach is cost-effective in the sense that the division of labor between the machine learner and the human annotators respects any cues regarding which annotations would be easy (or hard) for either party to provide. The approach is large-scale in that it can deal with a large number of annotation types, multiple human annotators, and huge pools of unlabeled data. In particular, I consider three important aspects of the problem: (1) cost-sensitive multi-level active learning, where the expected informativeness of any candidate image annotation is weighed against the predicted cost of obtaining it in order to choose the best annotation at every iteration. (2) budgeted batch active learning, a novel active learning setting that perfectly suits automatic learning from crowd-sourcing services where there are multiple annotators and each annotation task may vary in difficulty. (3) sub-linear time active learning, where one needs to retrieve those points that are most informative to a classifier in time that is sub-linear in the number of unlabeled examples, i.e., without having to exhaustively scan the entire collection. Using the proposed solutions for each aspect, I then demonstrate a complete end-to-end active learning system for scalable, autonomous, online learning of object detectors. The approach provides state-of-the-art recognition and detection results, while using minimal total manual effort. Overall, my work enables recognition systems that continuously improve their knowledge of the world by learning to ask the right questions of human supervisors. / text

Τα άμορφα υλικά είναι μια ευρεία κατηγορία υλικών με σημαντικές ιδιότητες πολλές από τις οποίες δεν απαντώνται όταν αυτά βρίσκονται στην αντίστοιχη κρυσταλλική τους φάση. Στην παρούσα εργασία μελετώνται επιλεγμένα υμένια (πάχους ~ 1μm) από μια ειδική κατηγορία άμορφων υλικών, τις χαλκογονούχες ενώσεις (chalcogenides). Ως “χαλκογενή” (chlacogens) αναφέρονται τα στοιχεία της ομάδας VIA του περιοδικού πίνακα, δηλαδή το Θείο (S), το Σελήνιο (Se) και το Τελλούριο (Te) και συνεπώς οι ενώσεις που περιέχουν ένα ή περισσότερα από αυτά τα στοιχεία μαζί με στοιχεία όπως τα As, Ge, P, Bi, Si, Sb, Ga, Ag, κλπ. σχηματίζουν τις χαλκογονούχες ενώσεις. Το γεγονός ότι το ενεργειακό χάσμα των ενώσεων αυτό εμπίπτει στην φασματική περιοχή του ορατού φωτός και του κοντινού υπερύθρου έχει ως αποτέλεσμα την εμφάνιση πλήθους φωτο-επαγόμενων (μη-θερμικών) φαινομένων όταν τα υλικά αυτά ακτινοβοληθούν με φως κατάλληλου μήκους κύματος και πυκνότητας ισχύος. Τα φωτο-επαγόμενα φαινόμενα περιλαμβάνουν αλλαγές σε δομικές, μηχανικές, χημικές, οπτικές, ηλεκτρικές κ.α. ιδιότητες. Πιο συγκεκριμένα, μέσω της μελέτης των φωτο-επαγόμενων φαινομένων παρέχεται η δυνατότητα για ελεγχόμενη μεταβολή δομικών (μικροσκοπικών) αλλά και μακροσκοπικών ιδιοτήτων του υλικού. Επομένως τα υλικά αυτά έχουν έντονο τεχνολογικό ενδιαφέρον, σε εφαρμογές όπως στην οπτική, στην μικροηλεκτρονική και στην ανάπτυξη στοιχείων αποθήκευσης πληροφορίας (οπτικές μνήμες). Στόχος της παρούσας εργασίας είναι η μελέτη και η κατανόηση σε βασικό επίπεδο των μικρο-δομικών χαρακτηριστικών, υμενίων επιλεγμένων άμορφων χαλκογονούχων ενώσεων υπό την επίδραση διαφόρων εξωτερικών ερεθισμάτων καθώς και η επίτευξη συσχετισμού μεταξύ μικροσκοπικών χαρακτηριστικών και χρήσιμων για εφαρμογές μακροσκοπικών ιδιοτήτων. Πιο συγκεκριμένα, μελετήθηκε συστηματικά η επιφανειακή ηλεκτρονιακή δομή υμενίων του συστήματος AsxSe100-x, παρασκευασμένων με θερμική εναπόθεση (thermal evaporation, TE) και εναπόθεση με παλμικό laser (pulsed laser deposition, PLD) με επιφανειακά ευαίσθητες τεχνικές όπως Φασματοσκοπία Φωτοηλεκτρονίων από Ακτίνες-x (XPS) και από Υπεριώδες (UPS). H Φασματοσκοπία Φωτοηλεκτρονίων από Ακτίνες-x (XPS) χρησιμοποιείται για τον καθορισμό της χημικής σύστασης της επιφάνειας του στερεού. Η πολλαπλότητα των χημικών καταστάσεων για ένα συγκεκριμένο είδος ατόμου υποδηλώνει την ύπαρξη μιας ποικιλίας τοπικών ατομικών διατάξεων στην επιφάνεια του υμενίου. Επομένως οι αλλαγές των ηλεκτρονιακών ιδιοτήτων στην επιφάνεια μπορούν να συσχετιστούν άμεσα με αλλαγές που αφορούν στην επιφανειακή δομή, οι οποίες προκαλούνται είτε μεταβάλλοντας διάφορες παραμέτρους όπως η σύσταση του υλικού είτε με την επιβολή κάποιου εξωτερικού ερεθίσματος όπως η θέρμανση και η ακτινοβόληση, είτε με τη φωτο-διάλυση ατόμων μετάλλου (Ag) στο εσωτερικό τους. Μεταβάλλοντας την σύσταση σε PLD υμένια AsxSe100-x και υποβάλλοντας τα σε θέρμανση, σε θερμοκρασία 150ºC (δηλαδή λίγο πιο κάτω από το Τg) οι πιο έντονες αλλαγές παρατηρήθηκαν στο ηλεκτρονικό περιβάλλον των ατόμων αρσενικού στα υμένια με ενδιάμεσες συστάσεις (As50Se50, As60Se40). Στην συνέχεια, η συμμετρική σύσταση As50Se50 μελετήθηκε διεξοδικότερα λόγω της μεγάλης ποικιλομορφίας και ετερογένειας σε νανο-κλίμακα. Τα αποτελέσματα έδειξαν ότι η ακτινοβόληση και η θέρμανση οδηγούν την δομή σε δύο διαφορετικές άμορφες καταστάσεις με διαφορετικό ποσοστό δομικών μονάδων. Το φαινόμενο είναι αντιστρεπτό και επαναλήψιμο σε διαδοχικούς κύκλους θέρμανσης και ακτινοβόλησης για τα PLD υμένια ενώ δεν ισχύει το ίδιο για τα ΤΕ υμένια. Ο προσδιορισμός του δείκτη διάθλασης με την χρήση φασματοσκοπικής ελλειψομετρίας σε PLD και ΤΕ As50Se50 υμένια, σε διαδοχικές διεγέρσεις ακτινοβόλησης και θέρμανσης, αποκάλυψε την συσχέτιση των αλλαγών στη μικροδομή των υμενίων με τις μεταβολές σε αυτή την μακροσκοπική ιδιότητα του υμενίου. Επιπλέον, εκπονήθηκε μελέτη του φωτο-επαγόμενου φαινομένου της διάχυσης και διάλυσης ατόμων μετάλλου όπως ο Ag στην δομή των υμενίων PLD και ΤΕ As50Se50 με ακτινοβόληση ακτίνων- x και ορατού φωτός (laser ενέργειας συγκρίσιμης με το ενεργειακό χάσμα του ημιαγωγού). Σκοπός ήταν η μελέτη της εξέλιξης των σχηματιζόμενων χημικών ειδών κατά τα διάφορα στάδια του φαινομένου σε αντίθεση με την έως τώρα υπάρχουσα πρακτική που εστιάζει κυρίως στον μηχανισμό της κινητικής του φαινομένου. Μετρήσεις ανάλυσης σε βάθος με XPS και SIMS έλαβαν χώρα με σκοπό την διερεύνηση του προφίλ της συγκέντρωσης του μετάλλου στο εσωτερικό του υμενίου, πριν και μετά την επαγωγή του φαινομένου. / Amorphous, are a wide category of materials with significant properties that do not occur in their respective crystalline phase. In this work, a special category of selected amorphous chalcogenide compounds (chalcogenides) in the form of thin (1μm) films, is studied experimentally. Chalcogens are the elements from Group VIA, namely Sulfur (S), selenium (Se) and tellurium (Te) and therefore compounds containing one or more of these elements together with elements such as As, Ge, P, Bi, Si, Sb, Ga, Ag, etc. form chalcogenide compounds. The fact that their energy gap is within the range of visible light and near infrared has given rise to numerous of photo-induced (non-thermal) phenomena when these materials are irradiated with light of appropriate wavelength and power density. The photo-induced effects include changes in structural, mechanical, chemical, optical, electrical, etc. properties. More specifically, through the study of photo-induced effects it is possible to control micro-structural changes and macroscopic properties of the material. Therefore these materials have a strong technological interest for applications in optics, in microelectronics and as elements in circuits for optical data storage (optical memories). The aim of this work is to study and understand at a basic level the micro-structural characteristics of chalcogenide films of selected compounds under the influence of various external stimuli as well as to achieve a correlation between microscopic characteristics and useful for applications macroscopic properties. In the present work the electronic surface structure of AsxSe100-x films prepared by thermal evaporation (TE) and by pulsed laser deposition (PLD) was studied systematically with surface sensitive techniques such as X-ray and Ultraviolet Photoelectron Spectroscopies ( XPS, UPS). X-ray photoelectron spectroscopy is used to determine the chemical composition of the surface of a solid. The multiplicity of chemical states for a specific type of atom suggests the existence of a variety of local individual arrangements on the surface of the film. Therefore, the changes of electronic properties on the surface can be directly correlated with changes on the surface structure, which are caused either by altering various parameters such as the composition of the material or by imposing an external stimulus such as annealing and irradiation, or by photo-dissolution of silver atoms (Ag) in their structure. Changing the composition of PLD AsxSe100-x films and submitting them to annealing below the Tg, the most pronounced changes occurred in the electronic environment of atoms in films with intermediate compositions (As50Se50, As60Se40). The symmetrical composition As50Se50 was chosen and studied thoroughly because of the great diversity and heterogeneity of its micro-structural units in nano-scale. The results showed that irradiation and annealing lead the film to two different amorphous states, with different percentage of structural units. The phenomenon is reversible and repeatable in successive cycles of annealing and irradiation for the PLD films while this is not true for the TE films. The determination of the refractive index using spectroscopic ellipsometry in PLD and TE As50Se50 films, in successive irradiation and annealing stimuli, revealed the correlation of the changes in the microstructure of films with the changes in this macroscopic property. Furthermore, the photo-induced diffusion and dissolution of silver (Αg) atoms in the structure of PLD and TE As50Se50 films induced by x-rays and visible light (laser energy comparable to the energy gap of semiconductor) was studied. The purpose of these experiments was to follow the chemical species formed during the various stages of the diffusion procedure with XPS in contrast to most studies so far focusing mainly on the mechanism of kinetics of the diffusion reaction. Depth profile analysis by XPS and SIMS took place in order to investigate the concentration profile of the metal atoms in depth of the films, before and after the induction of the effect.

Η αθηροσκλήρυνση είναι μια παθολογική διαδικασία η οποία λαμβάνει χώρα στις μεγάλες αρτηρίες και αποτελεί την υποκείμενη αιτία καρδιαγγειακών συμβαμάτων, εγκεφαλικών επεισοδίων και περιφερικής αρτηριακής νόσου. Η τυπική αθηροσκληρυντική βλάβη αποτελείται από έναν λιπιδικό πυρήνα που καλύπτεται από ινώδες περίβλημα. Ορισμένοι «ευάλωτοι» ασθενείς εμφανίζουν σε μεγάλο ποσοστό τις λεγόμενες «ασταθείς» βλάβες. Αυτές είναι αλλοιώσεις που έχουν την τάση να ρήγνυνται με αποτέλεσμα το σχηματισμό θρόμβου ο οποίος μερικά ή ολικά αποφράσσει την κυκλοφορία. Στην εργασία αυτή μελετώνται η παθοφυσιολογία του φαινομένου και οι παράγοντες που σχετίζονται με την τοπική και συστηματική βιολογία και συμμετέχουν στην αστάθεια και ρήξη της πλάκας. / Atherosclerosis is a pathological process that takes place in the large arteries and constitutes the amenable cause of cardiovascular events, cerebrovascular accidents and peripheral arterial disease. The typical atherosclerotic lesion is constituted by ljpid core that is covered by fibrous cap. Certain \"sensitive\" patients have the predisposition to develop the so - called \"unstable\" lesions. These are alterations that have the tendency to rupture resulting to the formation of clot which occludes the vessel partially or totally. This work studies the pathophysiology of phenomenon and the factors that are related with the local and systematic biology and participate in the instability and rupture of plaque.

Viešojo sektoriaus ekonomikos magistro baigiamojo darbo tema yra aktuali, kadangi lyčių aspekto integravimas į biudžetą – viena iš aukštos ekonominės galios garantijų. Įstatymų leidyba yra nepakankama priemonė užkirsti kelią lyčių nelygybei, kuri yra stipriai įsišaknijusi mūsų visuomenėje ir kurią palaiko stereotipinis požiūris į vyrų ir moterų vaidmenis. Pagrindinė problema, kuriai skiriamas šis darbas: biudžetas – vienas svarbiausių įrankių įgyvendinant politikų priimtus sprendimus, o nuomonė, jog jis yra ir turėtų būti neutralus lytims, klaidinga ir, žiūrint iš valstybės ekonomikos augimo bei šalies gerovės perspektyvos, per brangiai kainuojanti visuomenei. Tyrimo objektas – lyčiai jautrus biudžetas, kuris gali patobulinti lyčių analizę valstybės biudžeto ir išteklių paskirstymo plotmėje. Lyčių aspekto integravimas į biudžetą – tai procesas, kurio metu nagrinėjamas valstybės biudžetas, siekiant nustatyti, ar jis įvertina skirtingus socialinius vyrų ir moterų vaidmenis, ir siūlomi pakeitimai faktinės lyčių lygybės įgyvendinimui. Darbo tikslas – įrodyti lyčių aspekto svarbą, formuojant valstybės biudžetą. Šiuo metu biudžeto skirstymas Lietuvoje neatsižvelgia į lytis, taip tik didindamas nelygybę tarp moterų ir vyrų. Numatytam darbo tikslui pasiekti keliami uždaviniai: 1. pateikti užsienio šalių ir Lietuvos analizę lyčių lygybės kontekste; 2. pagrįsti lyčiai jautraus biudžeto diegimo Lietuvoje būtinybę; 3. ištirti Lietuvos moterų itaką bendrajam vidaus produktui; 4... [toliau žr. visą tekstą] / The final Master‘s work topic in Public Sector Economics is relevant since gender mainstreaming in the budget – is one of guarantees of high economic power. Legislation is insufficient to prevent gender inequality, which is deeply rooted in our society and supports the stereotypical approach to men's and women's roles. The main problem in this work: budget – one of the most important tools in implementing the decisions taken by politicians, that is way the opinion that it is and should be gender-neutral is false and, from a state of economic growth and the country's welfare perspective, costs a lot to society. The research subject is gender-sensitive budget, which may improve the gender analysis of the state budget in the context of resource allocation. The integration of gender aspect in the budget is a process when the the state budget is being considered, in order to determine whether it evaluates different social roles of men and women, and modifications are being suggested in order to implement the actual gender equality. The aim of this work is to demonstrate the importance of gender aspect, when the state budget is being formed. Currently, the allotment of budget in Lithuania does not consider gender, hereby inequality between women and men increases. To achieve the higher mentioned aim the tasks are put in: 1. to lay the analysis of foreign countries and Lithuania in the context of gender equality; 2. to justify the necessity of gender-sensitive budget in Lithuania... [to full text]

Salinity and turbidity are two important seawater properties for the physical oceanography. The study of physical oceanography requires a compact high-resolution in-situ salino-turbidi-meter. The main objective of this work is to propose, design and implement an optical solution to simultaneously measure the seawater salinity and turbidity. Our first study is carried out to design a high-resolution refractometer based on a laser beam deviation measurement by a Position Sensitive Device (PSD). The refractive index measurements obtained by the voltage value delivered by PSD have been evaluated to quantify the performances of the sensor. According to the obtained results, it is clear that this PSD-based refractometer is attractive for innovative applications in metrology. However, PSD lacks the capability to retrieve the power distribution information of laser beam, which is related to the turbidity measurements. On the contrary, Charge-Coupled Device (CCD) gives much more information of laser beam than PSD. In the second part of the thesis, a performance comparison between PSD and CCD combined with a centroid algorithm are discussed with special attention paid to the CCD-based refractometer. According to the operating principle of CCD-based system, five factors of CCD-based system: image window size, number of processed images, threshold, binning and saturation are evaluated to optimize the CCD-based refractometer. By applying the optimized parameters, the performance of CCD-based refractometer is better than PSD-based refractometer in measuring the refractive index. Furthermore, by applying different post-processing algorithms, CCD-based system possesses the capability of measuring the power distribution sensitive quantities. To show this advantage of CCD-based system, the attenuation measurement method is used to measure turbidity without modifying the refractometer configuration. The turbidity measurement and salinity measurements influence each other in a refractometer. To overcome these influences, a CCD combined with a new location algorithm is used to measure both the refractive index and the attenuation. Several simulations and experiments are carried out to evaluate this new method. According to the results, the way to improve the resolution is discussed as well. Comparing to the nephelometer specified by the NTU standard, our method has been proved as a valid method to measure turbidity. By studying the performances of CCD-based refracto-turbidi-meter, 3 new prototypes are proposed to improve the salinity and turbidity measurement performance at the end of this thesis.

In vivo intracranial microdialysis is a valuable technique yielding novel and useful insight into normal or pathological neurochemical processes in the brain by means of sampling of interstitial fluid of cells in a living animal. It's most important advantage is that it can continuously monitor time-related changes in the concentration of neurotransmitters and their metabolites, other neuromodulators, energy substrates, as well as exogenous drugs in the extracellular fluid of specific brain areas of interest. While the development and standardization of the intracranial microdialysis technique in our laboratory was the main aim of the current study, a pilot application study was also performed during which the effect of several locally administered pharmacological agents on brain glutamate levels in a genetic rat model of depression was investigated. Abnormal neuronal glutamate levels have been implicated in various psychiatric conditions including major depressive disorder. The Flinders Sensitive Line (FSL) is a genetic line of Sprague-Dawley rat that displays various behavioral and neurochemical traits akin to that observed in depression. The Flinders Resistant Line (FRL) rat is used as the normal control. The prefrontal cortex is an important brain area involved in the neuropathology of depression. Prefrontal cortical glutamate levels in a small number of FSL and FRL rats were therefore compared at baseline and following local administration of potassium chloride (100 mM), the latter in order to study changes in evoked glutamate release. Ketamine hydrochloride (9 mM) and fluoxetine (30 μM) respectively were also administered via reverse dialysis. Prior to initiating the microdialysis studies, an HPLC-fluorescence method was developed to analyze the levels of glutamate in the microdialysate. As part of the development and standardization of the microdialysis technique, a number of validation studies were performed. This included refining the stereotaxic surgery procedure, determining the most appropriate anesthesia protocol, and standardizing the microdialysis procedure with regard to perfusion fluid, flow rate, sample volume, duration of dialysis, and anatomical verification of probe location. The HPLC-fluorescence method for the analysis of glutamate was also developed and validated. This technique proved to be sensitive and specific for the determination of glutamate with a linearity of 0.991 in the concentration range of standards tested (0.1 – 10 μM) and an intra-assay repeatability (precision value) yielding relative standard deviations of less than 10.5%, Mean elution time was between 24 and 26 minutes for glutamate in the microdialysis sample and the limit of detection and quantification was both 0.1 μM. Results from the application study indicated that baseline values of glutamate in the prefrontal cortex did not differ between FRL and FSL rats during the 1 hour period of dialysis. However, potassium chloride-evoked glutamate release was greater in FSL vs. FRL rats, although this difference was not statistically significant. Local perfusion by reverse dialysis of ketamine hydrochloride produced statistically significant increases in glutamate concentrations at certain time points in FSL rats. Although glutamate levels were also increased in FRL rats in response to ketamine, it was not statistically different compared to baseline levels. Fluoxetine perfusion did not affect glutamate release in either of the two rat groups. In conclusion, we have successfully developed and established an intracranial in vivo microdialysis procedure in our laboratory, as well as standardized and validated a sensitive method to analyze glutamate in microdialysate samples. These techniques were then applied in a small number of FSL vs. FRL rats in order to confirm their application in a typical research scenario. Although the data were too limited to make any valid conclusions about glutamate concentrations in an animal model of depression or the effect of drugs on the release thereof, these novel techniques and analyses will be valuable in future studies. / Thesis (MSc (Pharmacology))--North-West University, Potchefstroom Campus, 2013.

In vivo intracranial microdialysis is a valuable technique yielding novel and useful insight into normal or pathological neurochemical processes in the brain by means of sampling of interstitial fluid of cells in a living animal. It's most important advantage is that it can continuously monitor time-related changes in the concentration of neurotransmitters and their metabolites, other neuromodulators, energy substrates, as well as exogenous drugs in the extracellular fluid of specific brain areas of interest. While the development and standardization of the intracranial microdialysis technique in our laboratory was the main aim of the current study, a pilot application study was also performed during which the effect of several locally administered pharmacological agents on brain glutamate levels in a genetic rat model of depression was investigated. Abnormal neuronal glutamate levels have been implicated in various psychiatric conditions including major depressive disorder. The Flinders Sensitive Line (FSL) is a genetic line of Sprague-Dawley rat that displays various behavioral and neurochemical traits akin to that observed in depression. The Flinders Resistant Line (FRL) rat is used as the normal control. The prefrontal cortex is an important brain area involved in the neuropathology of depression. Prefrontal cortical glutamate levels in a small number of FSL and FRL rats were therefore compared at baseline and following local administration of potassium chloride (100 mM), the latter in order to study changes in evoked glutamate release. Ketamine hydrochloride (9 mM) and fluoxetine (30 μM) respectively were also administered via reverse dialysis. Prior to initiating the microdialysis studies, an HPLC-fluorescence method was developed to analyze the levels of glutamate in the microdialysate. As part of the development and standardization of the microdialysis technique, a number of validation studies were performed. This included refining the stereotaxic surgery procedure, determining the most appropriate anesthesia protocol, and standardizing the microdialysis procedure with regard to perfusion fluid, flow rate, sample volume, duration of dialysis, and anatomical verification of probe location. The HPLC-fluorescence method for the analysis of glutamate was also developed and validated. This technique proved to be sensitive and specific for the determination of glutamate with a linearity of 0.991 in the concentration range of standards tested (0.1 – 10 μM) and an intra-assay repeatability (precision value) yielding relative standard deviations of less than 10.5%, Mean elution time was between 24 and 26 minutes for glutamate in the microdialysis sample and the limit of detection and quantification was both 0.1 μM. Results from the application study indicated that baseline values of glutamate in the prefrontal cortex did not differ between FRL and FSL rats during the 1 hour period of dialysis. However, potassium chloride-evoked glutamate release was greater in FSL vs. FRL rats, although this difference was not statistically significant. Local perfusion by reverse dialysis of ketamine hydrochloride produced statistically significant increases in glutamate concentrations at certain time points in FSL rats. Although glutamate levels were also increased in FRL rats in response to ketamine, it was not statistically different compared to baseline levels. Fluoxetine perfusion did not affect glutamate release in either of the two rat groups. In conclusion, we have successfully developed and established an intracranial in vivo microdialysis procedure in our laboratory, as well as standardized and validated a sensitive method to analyze glutamate in microdialysate samples. These techniques were then applied in a small number of FSL vs. FRL rats in order to confirm their application in a typical research scenario. Although the data were too limited to make any valid conclusions about glutamate concentrations in an animal model of depression or the effect of drugs on the release thereof, these novel techniques and analyses will be valuable in future studies. / Thesis (MSc (Pharmacology))--North-West University, Potchefstroom Campus, 2013.

In this dissertation, the argument is the understanding of the beliefs of Black farm workers regarding HIV and Aids and how these beliefs that protect them from being infected, will lead to the formulation of suggestions for a belief-sensitive approach, which can be incorporated by health care professionals in HIV and Aids-prevention programmes for Black farm workers. Several authors stress the fact that if any HIV and Aids programme is to be implemented successfully, the health care profession should strive to know more about the beliefs of the community, in this case Black farm workers, so that there can be sound human relations and effective programmes. Based on the problem statement for this study the following research questions were asked: 1. What are the beliefs of black farm workers regarding HIV and Aids? 2. How do these beliefs protect them from being infected? 3. Based on the answers to the first two questions, what suggestions can be formulated regarding a belief-sensitive approach in HIV and Aids-prevention programmes for Black farm workers? The objectives were in line with these questions, namely to explore and describe the beliefs of Black farm workers regarding HIV and Aids; to explore and describe how these beliefs protect them from being infected; and to formulate recommendations, specifically suggestions regarding a belief-sensitive approach in HIV and Aids-prevention programmes for Black farm workers. The study followed a qualitative, explorative and descriptive approach. A participatory rural appraisal (PRA) approach was used to collect data. 'Lekgotla' was used as a strategy to collect data. The results indicated that Black farm workers do have beliefs about HIV and Aids. Most of the beliefs they uphold protect them from being infected, however there are some marginal beliefs that can put them at risk of being infected. Suggestions, which health care professionals can incorporate in HIV and Aids-prevention programmes for Black farm workers, were formulated based on the results, a literature control and ensuing conclusions. Beliefs of Black farm workers that protect them from being infected could be included in the suggestions for prevention strategies. Health care professionals involved in prevention strategies should actively listen to Black farm workers’ beliefs in order for these strategies to be successful. / Thesis (M.Cur.)--North-West University, Potchefstroom Campus, 2009.

Proteins are fundamental structural, enzymatic and regulatory components of cells. Analysis of proteins, such as by measuring their concentrations, characterizing their modifications, and detecting their interactions, provides insights in how biological systems work physiologically or pathologically at the molecular level. To perform such analysis, molecular tools with good sensitivity, specificity, high multiplexing and throughput capacity are needed. In this thesis, four different assays were developed and applied to detect and profile proteins and protein complexes in human body fluids, and in cells or tissues. These assays are based on targeting proteins or protein complexes by oligonucleotide-conjugated antibodies, and subsequent proximity dependent enzymatic reactions involving the attached DNA reporter sequences. In paper I, a solid-phase proximity ligation assay (SP-PLA) was applied to detect synthetic and endogenous amyloid beta protofibrils. The SP-PLA provided better sensitivity and increased dynamic range than a traditional enzyme-linked immunosorbent assay (ELISA). In paper II, in situ PLA was applied to investigate the correlation between MARK2-dependent phosphorylation of tau and Alzheimer’s disease. Greater numbers of MARK2-tau interactions and of phosphorylated tau proteins were observed in brain tissues from Alzheimer’s patients than in healthy controls. In paper III, a multiplex SP-PLA was applied to identify protein biomarker candidates in amyotrophic lateral sclerosis (ALS) disease and in the analgesic mechanism of spinal cord stimulation (SCS). Among 47 proteins in human cerebrospinal fluid (CSF) samples, four were found at significantly lower concentrations (p-values < 0.001) in the samples from ALS patients compared to those from healthy controls (follistatin, IL-1α, IL-1β, and KLK5). No significant changes of the analyzed proteins were found in the CSF samples of neuropathic pain patients in   the stimulated vs. non-stimulated condition using SCS. In paper IV, a new technology termed the proximity barcoding assay (PBA) was developed to profile individual protein complexes. The performance of PBA was demonstrated on artificially assembled streptavidin-biotin oligonucleotide complexes. PBA was also proven to be capable of profiling transcriptional pre-initiation complexes from nuclear extract of a hepatic cell line.

In this dissertation, the argument is the understanding of the beliefs of Black farm workers regarding HIV and Aids and how these beliefs that protect them from being infected, will lead to the formulation of suggestions for a belief-sensitive approach, which can be incorporated by health care professionals in HIV and Aids-prevention programmes for Black farm workers. Several authors stress the fact that if any HIV and Aids programme is to be implemented successfully, the health care profession should strive to know more about the beliefs of the community, in this case Black farm workers, so that there can be sound human relations and effective programmes. Based on the problem statement for this study the following research questions were asked: 1. What are the beliefs of black farm workers regarding HIV and Aids? 2. How do these beliefs protect them from being infected? 3. Based on the answers to the first two questions, what suggestions can be formulated regarding a belief-sensitive approach in HIV and Aids-prevention programmes for Black farm workers? The objectives were in line with these questions, namely to explore and describe the beliefs of Black farm workers regarding HIV and Aids; to explore and describe how these beliefs protect them from being infected; and to formulate recommendations, specifically suggestions regarding a belief-sensitive approach in HIV and Aids-prevention programmes for Black farm workers. The study followed a qualitative, explorative and descriptive approach. A participatory rural appraisal (PRA) approach was used to collect data. 'Lekgotla' was used as a strategy to collect data. The results indicated that Black farm workers do have beliefs about HIV and Aids. Most of the beliefs they uphold protect them from being infected, however there are some marginal beliefs that can put them at risk of being infected. Suggestions, which health care professionals can incorporate in HIV and Aids-prevention programmes for Black farm workers, were formulated based on the results, a literature control and ensuing conclusions. Beliefs of Black farm workers that protect them from being infected could be included in the suggestions for prevention strategies. Health care professionals involved in prevention strategies should actively listen to Black farm workers’ beliefs in order for these strategies to be successful. / Thesis (M.Cur.)--North-West University, Potchefstroom Campus, 2009.