A comprehensive knowledge about the infiltration situation in a sewer system is required for sustainable operation and cost-effective maintenance. Due to the high expenditures of infiltration measurements an optimisation of necessary measurement campaigns and a reliable transfer of measurement results to comparable areas are essential. Suitable methods were developed to improve the information yield of measurements by identifying appropriate measuring point locations and to assign measurement results to other potential measuring points by comparing sub-catchments and classifying reaches. The methods are based on the introduced similarity approach “Similar sewer conditions lead to similar infiltration/inflow rates” and on modified multivariate statistical techniques. The developed methods have a high degree of freedom against data needs. They were successfully tested on real and generated data. For suitable catchments it is estimated, that the optimisation potential amounts up to 40 % accuracy improvement compared to non-optimised measuring point configurations. With an acceptable error the transfer of measurement results was successful for up to 75 % of the investigated sub-catchments. With the proposed methods it is possible to improve the information about the infiltration status of sewer systems and to reduce the measurement related uncertainty which results in significant cost savings for the operator. / Für den nachhaltigen Betrieb und die kosteneffiziente Unterhaltung von Kanalnetzen ist eine genaue Bestimmung ihrer Fremdwassersituation notwendig. Eine Optimierung der dazu erforderlichen Messkampagnen und eine zuverlässige Übertragung der Messergebnisse auf vergleichbare Gebiete sind aufgrund der hohen Aufwendungen für Infiltrationsmessungen angezeigt. Dafür wurden geeignete Methoden entwickelt, welche einerseits den Informationsgehalt von Messungen durch die Bestimmung optimaler Messpunkte verbessern und andererseits Messresultate mittels Vergleichen von Teileinzugsgebieten und Klassifizierungen von Kanalhaltungen zu anderen potenziellen Messstellen zuordnen. Die Methoden basieren auf dem Ähnlichkeitsansatz “Ähnliche Kanaleigenschaften führen zu ähnlichen Fremdwasserraten” und nutzen modifizierte multivariate statistische Verfahren. Sie haben einen hohen Freiheitsgrad bezüglich der Datenanforderung. Die Methoden wurden erfolgreich anhand gemessener und generierter Daten validiert. Es wird eingeschätzt, dass das Optimierungspotenzial bei geeigneten Einzugsgebieten bis zu 40 % gegenüber nicht optimierten Mess-netzen beträgt. Die Übertragung der Messergebnisse war mit einem akzeptablen Fehler für bis zu 75 % der untersuchten Teileinzugsgebiete erfolgreich. Mit den entwickelten Methoden ist es möglich, den Kenntnisstand über die Fremdwassersituation eines Kanalnetzes zu verbessern und die messungsbezogene Unsicherheit zu verringern. Dies resultiert in Kostenersparnissen für den Betreiber.

<p>Problems in the area of land/biosphere-atmosphere interaction, hydrology, climate modeling etc. can be systematically organized as a study of turbulent flow in presence of boundary conditions in an increasing order of complexity. The present work is an attempt to study a few subsets of this general problem of turbulence in natural environments- in the context of neutral and thermally stratified atmospheric surface layer, the presence of a heterogeneous vegetation canopy and the interaction between air flow and a static water body in presence of flexible protruding vegetation. The main issue addressed in the context of turbulence in the atmospheric surface layer is whether it is possible to describe the macro-states of turbulence such as mean velocity and turbulent velocity variance in terms of the micro-states of the turbulent flow, i.e., a distribution of turbulent kinetic energy across a multitude of scales. This has been achieved by a `spectral budget approach' which is extended for thermal stratification scenarios as well, in the process unifying the seemingly different and unrelated theories of turbulence such as Kolmogorov's hypothesis, Heisenberg's eddy viscosity, Monin Obukhov Similarity Theory (MOST) etc. under a common framework. In the case of a more complex scenario such as presence of a vegetation canopy with edges and gaps, the question that is addressed is in what detail the turbulence is needed to be resolved in order to capture the bulk flow features such as recirculation patterns. This issue is addressed by a simple numerical framework and it has been found out that an explicit prescription of turbulence is not necessary in presence of heterogeneities such as edges and gaps where the interplay between advection, pressure gradients and drag forces are sufficient to capture the first order dynamics. This result can be very important for eddy-covariance flux calibration strategies in non-ideal environments and the developed numerical model can be used in related dispersion studies and coupled land atmosphere interaction models. For other more complex biosphere atmosphere interactions such as greenhouse gas emissions from wetlands, the interplay between air and water, often in presence of flexible aquatic vegetation, controls turbulence in water, which in turn affect the gas transfer processes. This process of wind shear induced wave-turbulent-vegetation interaction is studied for the first time in the laboratory and the state of turbulence as well as the bulk flow is found to be highly sensitive to environmental controls such as water height, wind speed, vegetation density and flexibility. This dissertation describes and gradually develops these concepts in an increasing order of complexity of boundary conditions. The first three chapters address the neutral and thermally stratified boundary layers and the last two chapters address the canopy edge problem and the air-water-vegetation experiments respectively.</p> / Dissertation

Το αντικείμενο της παρούσας εργασίας είναι η μαθηματική μοντελοποίηση της εφαπτομενικής ροής του ψυχρού αέρα, ο οποίος παρέχεται εξωτερικά της διεργασίας εκβολής πολυμερούς με εμφύσηση (film blowing) και η αριθμητική επίλυση των εξισώσεων που προκύπτουν. Η διεργασία εκβολής πολυμερών με εμφύσηση είναι η βασική μέθοδος παραγωγής φύλλων πλαστικού μεγάλης επιφάνειας τα οποία χρησιμοποιούνται κυρίως ως υλικά συσκευασίας και σε θερμοκήπια. Στην παρούσα εργασία αναπτύχθηκε μεθοδολογία η οποία επιτρέπει την μοντελοποίηση της ροής και της μεταφοράς θερμότητας του αέρα καθώς και του πολυμερούς και μας δίνει τη δυνατότητα να μελετήσουμε την επίδραση που έχει τόσο η ροή όσο και η ψύξη που προκαλεί ο αέρας στο φιλμ που σχηματίζει το πολυμερές. Αρχικά οι διέπουσες εξισώσεις του αέρα και του πολυμερούς απλοποιήθηκαν με την βοήθεια της θεωρίας των διαταραχών. Η μαθηματική ανάλυση και οι παραδοχές που έγιναν είχαν ως αποτέλεσμα i) η ροή και η παραμόρφωση του πολυμερούς να περιγράφεται από τις εξισώσεις του “λεπτού φιλμ” και ii) η ροή του αέρα να προσομοιάζεται με συνοριακό στρώμα, του οποίου η λύση προκύπτει με την μέθοδο ομοιότητας. Η επίδραση της θερμοκρασίας του αέρα στο πολυμερές μελετήθηκε θεωρώντας την αρχικά σταθερή, ενώ στην περίπτωση που και ο αέρας θεωρείται ότι θερμαίνεται από το πολυμερές, η κατανομή της θερμοκρασίας του προσεγγίζεται με ένα πολυώνυμο 4ου βαθμού στην ακτινική διεύθυνση. Τα αποτελέσματα που προκύπτουν εξαιτίας της ψύξης του φιλμ δείχνουν ότι οι παραμορφώσεις και οι μεταβολές του πάχους μειώνονται επιτρέποντας στο φιλμ που σχηματίζει το πολυμερές να αποκτά σωληνοειδή μορφή. Η λύση της εφαπτομενικής ροής του αέρα κατά μήκος του φιλμ έδειξε ότι στο φιλμ ασκούνται τάσεις οι οποίες μετατοπίζουν το φιλμ προς τον άξονα συμμετρίας και έτσι λαμβάνονται πιο ομοιόμορφα σχήματα σε σχέση με τα σχήματα που λαμβάνονται χωρίς την επίδραση του αέρα. Η επίδραση της ροής του αέρα φαίνεται να συμβαίνει στο χαμηλότερο τμήμα του φιλμ και κυρίως μέχρι ύψους . Τέλος, η σύγκριση μεταξύ του θεωρητικού μοντέλου που αναπτύχθηκε με πειραματικά αποτελέσματα δείχνει ότι υπάρχει, τουλάχιστον ποιοτικά, συμφωνία. / The object of present work is the mathematical modelling of tangential flow of cold air, which is provided externally to the polymer film produced in the well-known industrial process for manufacturing biaxial stretched films, Film Blowing Process, and the numerical solution of equations as well. In the present work was developed methodology which describes the flow and heat transfer of air as well as polymer. This analysis gives us the possibility of studying the effect of the flow as well as refrigeration that causes the air in the film of the polymer. Initially the governing equations of air and polymer were simplified with the help of theory of perturbations. The mathematic analysis and the assumptions that became had as result i) the flow and deformation of polymer described with the equations of "thin film" and ii) the flow of air simulated as a boundary layer, which its solution obtained by method of similarity. The effect of temperature of air in polymer was studied considering initially constant, while in the case where also the air is considered that is heated from polymer, the temperature distribution is approached with a polynomial of 4th degree in the radial direction. The results that arise because of refrigeration of film show that the deformations and the changes of thickness are decreased allowing in the film makes solenoids shape. The solution of tangential flow of air along the film showed that stresses in the film shift the film to the axis of symmetry and thus are received more uniform shapes in regard the shapes which are received without the air effect. The air flow effect appears to happen in the lower part of film and mainly until height . Finally, the comparison between the theoretical model that was developed with experimental results shows that exists qualitatively agreement.

Οι θεματολογικά προσανατολισμένοι προσκομιστές είναι εφαρμογές που έχουν στόχο την συλλογή ιστοσελίδων συγκεκριμένης θεματολογίας από τον Παγκόσμιο Ιστό. Αποτελούν ένα ανοικτό ερευνητικό πεδίο των τελευταίων χρόνων. Σε αυτήν την διπλωματική εργασία επιχειρείται η υλοποίηση ενός θεματολογικά προσανατολισμένου προσκομιστή με χρήση λεξικών αλυσίδων. Οι λεξικές αλυσίδες είναι ένα σημαντικό λεξιλογικό και υπολογιστικό εργαλείο για την αναπαράσταση της έννοιας ενός κειμένου. Έχουν χρησιμοποιηθεί με επιτυχία στην αυτόματη δημιουργία περιλήψεων για κείμενα, αλλά και στην κατηγοριοποίησή τους σε θεματικές κατηγορίες. Παρουσιάζουμε τις διαδικασίες βαθμολόγησης συνδέσμων και ιστοσελίδων, καθώς και τον υπολογισμό της σημασιολογικής ομοιότητας μεταξύ κειμένων με χρήση λεξικών αλυσίδων. Συνδυάζουμε και ενσωματώνουμε αυτές τις διαδικασίες σε έναν θεματολογικά προσανατολισμένο προσκομιστή, τα πειραματικά αποτελέσματα του οποίου είναι πολλά υποσχόμενα. / Topical focused crawlers are applications that aim at collecting web pages of a specific topic from the Web. Building topical focused crawlers is an open research field. In this master thesis we develop a topical focused crawler using lexical chains. Lexical chains are an important lexical and computational tool which is used for representing the meaning of text. They have been used with success in automatic text summarization and text classification in thematic categories. We present the processes of hyperlink and web page scoring, as well as the computation of the semantic similarity between documents by using lexical chains. Combining the aforementioned methods we embody them in a topical focused crawler. Its results are very promising.

Το αντικείμενο της διατριβής είναι η μελέτη μεθόδων αυτόματης εξαγωγής των συμφράσεων και των σημασιολογικών ομοιοτήτων των λέξεων από μεγάλα σώματα κειμένων. Υιοθετείται μια προσέγγιση ελάχιστων γλωσσικών πόρων που εξασφαλίζει την απεριόριστη μεταφερσιμότητα των μεθόδων σε φυσικές γλώσσες και θεματικές περιοχές. Για την αξιολόγηση των προτεινόμενων μεθόδων προτείνονται, αξιολογούνται και εφαρμόζονται μεθοδολογίες με βάση πρότυπες βάσεις λεξικής γνώσης (στην Αγγλική), όπως το WordNet. Για την εξαγωγή των συμφράσεων προτείνονται νέα μέτρα εξαγωγής στατιστικά σημαντικών διγράμμων και γενικά ν-γράμμων που αξιολογούνται θετικά. Για την εξαγωγή των λεξικών - σημασιολογικών ομοιοτήτων των λέξεων ακολουθείται καταρχήν η προσέγγιση ομοιότητας περικειμένων λέξεων με παραθυρικές μεθόδους, όπου μελετώνται το πεδίο συμφραζομένων, το φιλτράρισμα των συνεμφανίσεων των λέξεων, τα μέτρα ομοιότητας, όπου εισάγεται ο παράγοντας του αριθμού κοινών παραμέτρων, καθώς και η αντιμετώπιση συστηματικών σφαλμάτων, ενώ προτείνεται η αξιοποίηση των λειτουργικών λέξεων. Επιπλέον, προτείνεται η αξιοποίηση της ομοιότητας περικείμενων εκφράσεων, που απαντάται συχνά σε θεματικώς εστιασμένα κείμενα, με ένα αλγόριθμο βασισμένο στην ετεροσυσχέτιση ακολουθιών λέξεων. Μελετάται η μεθοδολογία αξιοποίησης των παρατακτικών συνδέσεων ενώ προτείνεται μια μέθοδος ενοποίησης ετερογενών σωμάτων γνώσης λεξικών – σημασιολογικών ομοιοτήτων. Τέλος, η εξαχθείσα γνώση μετασχηματίζεται σε σημασιολογικές κλάσεις με μια συμβολική μέθοδο ιεραρχικής ομαδοποίησης και επίσης ενσωματώνεται επιτυχώς σε ένα διαλογικό σύστημα μηχανικής μάθησης όπου ενισχύει την απόδοση της αναγνώρισης του σκοπού του χρήστη συμβάλλοντας στην εκτίμηση του ρόλου των άγνωστων λέξεων. / The research described in this dissertation regards automatic extraction of collocations and lexico-semantic similarities from large text corpora. We follow an approach based on minimal linguistic resources in order to achieve unrestricted portability across languages and thematic domains. In order to evaluate the proposed methods we propose, evaluate and apply methodologies based on English gold standard lexical resources, such as WordNet. For the extraction of collocations we propose and test a few novel measures for the identification of statistically significant bigrams and, generally, n-grams, which exhibit strong performance. For the extraction of lexico-semantic similarities we follow a distributional window-based approach. We study the contextual scope, the filtering of lexical co-occurrences and the performance of similarity measures. We propose the incorporation of the number of common parameters into the latter, the exploitation of functional words and a method for the elimination of systematic errors. Moreover, we propose a novel approach to exploitation of word sequence similarities, common in technical texts, based on cross-correlation of word sequences. We refine an approach for word similarity extraction from coordinations and we propose a method for the amalgamation of lexico-semantic similarity databases extracted via different principles and methods. Finally, the extracted similarity knowledge is transformed in the form of soft hierarchical semantic clusters and it is successfully incorporated into a machine learning based dialogue system, reinforcing the performance of user’s plan recognition by estimating the semantic role of unknown words.

Objective Image and Video Quality Assessment (I/VQA) measures predict image/video quality as perceived by human beings - the ultimate consumers of visual data. Existing research in the area is mainly limited to benchmarking and monitoring of visual data. The use of I/VQA measures in the design and optimization of image/video processing algorithms and systems is more desirable, challenging and fruitful but has not been well explored. Among the recently proposed objective I/VQA approaches, the structural similarity (SSIM) index and its variants have emerged as promising measures that show superior performance as compared to the widely used mean squared error (MSE) and are computationally simple compared with other state-of-the-art perceptual quality measures. In addition, SSIM has a number of desirable mathematical properties for optimization tasks. The goal of this research is to break the tradition of using MSE as the optimization criterion for image and video processing algorithms. We tackle several important problems in visual communication applications by exploiting SSIM-inspired design and optimization to achieve significantly better performance. Firstly, the original SSIM is a Full-Reference IQA (FR-IQA) measure that requires access to the original reference image, making it impractical in many visual communication applications. We propose a general purpose Reduced-Reference IQA (RR-IQA) method that can estimate SSIM with high accuracy with the help of a small number of RR features extracted from the original image. Furthermore, we introduce and demonstrate the novel idea of partially repairing an image using RR features. Secondly, image processing algorithms such as image de-noising and image super-resolution are required at various stages of visual communication systems, starting from image acquisition to image display at the receiver. We incorporate SSIM into the framework of sparse signal representation and non-local means methods and demonstrate improved performance in image de-noising and super-resolution. Thirdly, we incorporate SSIM into the framework of perceptual video compression. We propose an SSIM-based rate-distortion optimization scheme and an SSIM-inspired divisive optimization method that transforms the DCT domain frame residuals to a perceptually uniform space. Both approaches demonstrate the potential to largely improve the rate-distortion performance of state-of-the-art video codecs. Finally, in real-world visual communications, it is a common experience that end-users receive video with significantly time-varying quality due to the variations in video content/complexity, codec configuration, and network conditions. How human visual quality of experience (QoE) changes with such time-varying video quality is not yet well-understood. We propose a quality adaptation model that is asymmetrically tuned to increasing and decreasing quality. The model improves upon the direct SSIM approach in predicting subjective perceptual experience of time-varying video quality.

Les cadriciels et les bibliothèques sont indispensables aux systèmes logiciels d'aujourd'hui. Quand ils évoluent, il est souvent fastidieux et coûteux pour les développeurs de faire la mise à jour de leur code. Par conséquent, des approches ont été proposées pour aider les développeurs à migrer leur code. Généralement, ces approches ne peuvent identifier automatiquement les règles de modification une-remplacée-par-plusieurs méthodes et plusieurs-remplacées-par-une méthode. De plus, elles font souvent un compromis entre rappel et précision dans leur résultats en utilisant un ou plusieurs seuils expérimentaux. Nous présentons AURA (AUtomatic change Rule Assistant), une nouvelle approche hybride qui combine call dependency analysis et text similarity analysis pour surmonter ces limitations. Nous avons implanté AURA en Java et comparé ses résultats sur cinq cadriciels avec trois approches précédentes par Dagenais et Robillard, M. Kim et al., et Schäfer et al. Les résultats de cette comparaison montrent que, en moyenne, le rappel de AURA est 53,07% plus que celui des autre approches avec une précision similaire (0,10% en moins). / Software frameworks and libraries are indispensable to today's software systems. As they evolve, it is often time-consuming for developers to keep their code up-to-date. Approaches have been proposed to facilitate this. Usually, these approaches cannot automatically identify change rules for one-replaced-by-many and many-replaced-by-one methods, and they trade off recall for higher precision using one or more experimentally-evaluated thresholds. We introduce AURA (AUtomatic change Rule Assistant), a novel hybrid approach that combines call dependency and text similarity analyses to overcome these limitations. We implement it in a Java system and compare it on five frameworks with three previous approaches by Dagenais and Robillard, M. Kim et al., and Schäfer et al. The comparison shows that, on average, the recall of AURA is 53.07% higher while its precision is similar (0.10% lower).

The field of the dissertation research is features of computer network packet traffic, the impact of network node features on traffic service, methods of real-time analysis of network traffic features and their application for dynamic prognostication of computer network packet traffic variance. The object of the research is the features of computer network packet traffic, the impact of network node features on computer network traffic service, methods of real-time network traffic features analysis and their application for dynamic prognostication of network traffic variances. The aim of work is to investigate fractal processes in computer networks, grounding on the results obtained to select methods suitable for real-time analysis of network traffic and to work out methods for real-time measurement of self-similarity as well as to apply it for perfection of computer networks service quality. Possibilities for mathematical modelling of network components, computer network packet traffic models and models using service theory instruments have been analysed. The package of network traffic features analysis has been worked out; it was used for analysis, assessment and comparison of methods for computer networks fractality and self-similarity research. For assessment of self-similarity of the network traffic time lines analysis, frequency/wave feature estimates, self-similarity analysis methods based on time line stability parameters estimators and assessed by the chaos theory... [to full text] / Disertacijos tyrimų sritis – kompiuterių tinklo paketinio srauto savybės, tinklo mazgo savybių įtaka srauto aptarnavimui, tinklo srauto savybių realaus laiku analizės metodai ir jų taikymas kompiuterių tinklo srauto kaitos dinaminiam prognozavimui. Tyrimų objektas – kompiuterių tinklo paketinio srauto savybės, tinklo mazgo savybių įtaka paketinio kompiuterių tinklo srauto aptarnavimui, realaus laiko tinklo srauto savybių analizės metodai ir jų taikymas tinklo srauto kaitos dinaminiam prognozavimui. Darbo tikslas – ištirti fraktalinius procesus kompiuterių tinkluose, remiantis gautais rezultatais parinkti metodus, tinkamus tinklo srauto analizei realiu laiku, ir sukurti savastingumo matavimo realiu laiku metodiką bei ją pritaikyti kompiuterių tinklų aptarnavimo kokybei gerinti. Išanalizuotos tinklo komponentų matematinio modeliavimo galimybės, kompiuterių tinklo paketinio srauto modeliai ir modeliai, naudojantys aptarnavimo teorijos instrumentus. Parengtas tinklo srauto savybių analizės paketas, panaudotas kompiuterių tinklų fraktališkumo ir savastingumo tyrimo metodams analizuoti, vertinti ir palyginti. Ištirti paketinio kompiuterių tinklo srauto laiko eilučių analizės, dažninių/banginių savybių įvertinimo, laiko eilutės stabilumo parametrų įverčiais grindžiami bei chaoso teorijos priemonėmis įvertinami savastingumo analizės metodai. Sudarytas tinklo srauto savastingumo realiu laiku analizės paketas, kurį naudojant savastingumo matavimui realiu laiku atrinktas robastinis... [toliau žr. visą tekstą]

Marsh vegetation is widely considered to offer protection against coastal storm damage, and vegetated flow has thus become a key area of hydrodynamic research. This study investigates the utility of simulated Spartina alterniora marsh vegetation as storm protection using an ADV measurement technique, and is the first to apply jet self-similarity analysis to characterize the overall mean and turbulent flow properties of a three-dimensional axisymmetric jet through a vegetated array. The mean axial flow of a horizontal axisymmetric turbulent jet is obstructed by three configurations of staggered arrays of vertical rigid plant stems. The entire experiment is repeated over five sufficiently high jet Reynolds number conditions to ensure normalization and subsequent collapse of data by nozzle velocity so that experimental error is obtained. All self-similarity parameters for the unobstructed free jet correspond to typical published values: the axial decay coefficient B is 5:8 +/- 0:2, the Gaussian spreading coefficient c is 85 +/- 5, and the halfwidth spreading rate eta_(1/2) is 0:093 +/- 0:003. Upon the introduction of vegetation, from partially obstructed to fully obstructed, B falls from 5:1+/- 0:2 to 4:2 +/- 0:2 and finally 3:7 +/-0:1 for the fully obstructed case, indicating that vegetation reduces axial jet velocity. Cross-sectionally averaged momentum for the unobstructed free jet is M=M0 = 1:05 +/- 0:07, confirming conservation of momentum. Failure of conservation of momentum is most pronounced in the fully obstructed scenario – M=M0 = 0:54 +/- 0:05. The introduction of vegetation increases spreading of the impinging jet. The entrainment coefficient alpha for the free jet case is 0.0575; in the fully obstructed case, alpha = 0:0631. Mean advection of mean and turbulent kinetic energy demonstrates an expected reduction in turbulence intensity within the vegetated array. In general, turbulent production decreases as axial depth of vegetation increases, though retains the bimodal profile of the free jet case; the fully vegetated case, however, exhibits clear peaks behind plant stems. Turbulent transport was shown to be unaffected by vegetation and appears to be primarily a function of axial distance from the jet nozzle. An analysis of rate of dissipation revealed that not only does the cumulative effect of upstream wakes overall depress the magnitude of spectral energy density across all wavenumbers but also that plant stems dissipate large anisotropic eddies in centerline streamwise jet flow. This study, thus, indicates that sparse emergent vegetation both reduces axial flow velocity and has a dissipative effect on jet flow. Typically, however, storm surge does not exhibit the lateral spreading demonstrated by an axisymmetric jet; therefore, the results of this study cannot conclusively support the claim that coastal vegetation reduces storm surge axial velocity.

No description available.