FEATURE SELECTION AND COMPARISON OF TWO NAÏVE BAYES CLASSIFICATION METHODS IN THE CONTEXT OF SPAM FILTERING

Treating e-mail filtering as a binary text classification problem, researchers have applied several statistical learning algorithms to email corpora with promising results. This paper examines the performance of a Naive Bayes classifier using different approaches to feature selection and tokenization on different email corpora

Some Properties of Weighted Distributions in the Context of Repairable Systems

In this article we introduce some structural relationships between weighted and original variables in the context of maintainability function and reversed repair rate. Furthermore, we prove some characterization theorems for specific models such as power, exponential, Pareto II, beta, and Pearson system of distributions using the relationships between the original and weighted random variables

Some Dynamic Generalized Information Measures In The Context Of Weighted Models

In this paper, we study some dynamic generalized information measures between a true distribution and an observed (weighted) distribution, useful in life length studies. Further, some bounds and inequalities related to these measures are also studied

Some Results on Reciprocal Subtangent in the Context of Weighted Models

Recently, reciprocal subtangent has been used as a useful tool to describe the behaviour of a density curve. Motivated by this, in the present article we extend the concept to the weighted models. Characterization results are proved for models viz. gamma, Rayleigh, equilibrium, residual lifetime, and proportional hazards. An identity under weighted distribution is also obtained when the reciprocal subtangent takes the form of a general class of distributions. Finally, an extension of reciprocal subtangent for the weighted models in the bivariate and multivariate cases are introduced and proved some useful results

The Effect of SIFT Features as Content Descriptors in the Context of Automatic Writer Identification in Malayalam Language

The span of writer identification extends to broad domes like digital rights administration, forensic expert decisionmaking systems, and document analysis systems and so on. As the success rate of a writer identification scheme is highly dependent on the features extracted from the documents, the phase of feature extraction and therefore selection is highly significant for writer identification schemes. In this paper, the writer identification in Malayalam language is sought for by utilizing feature extraction technique such as Scale Invariant Features Transform (SIFT).The schemes are tested on a test bed of 280 writers and performance evaluated

Effect of nickel nanofillers on the dielectric and magnetic properties of composites based on rubber in the X-band

Nickel–rubber nanocomposites were synthesized by incorporating ferromagnetic nickel nanoparticles in a natural rubber as well as neoprene rubber matrix. Complex dielectric permittivity and magnetic permeability of these composites were evaluated in the X-band microwave frequencies at room temperature using cavity perturbation technique. The dielectric loss in natural rubber is smaller compared to neoprene rubber. A steady increase in the dielectric permittivity is observed with increase in the content of nickel in both the composites. The magnetic permeability exhibits a steady decrease with increase in frequency and magnetic loss shows a relaxation at 8 GHz. The suitability of these composites as microwave absorbers is modeled based on the reflection loss which is dependant on the real and imaginary components of the complex dielectric permittivity and magnetic permeability.

In vitro characterization of two small nucleolytic ribozymes-the hairpin and the hammerhead ribozymes in their natural context

Hairpin Ribozyme kommen natürlich in den Minussträngen der Satelliten RNAs dreier Pflanzenviren (sTRsV, sArMV and sCYMoV) vor. In dieser Arbeit wurden mit dem Programm Mfold darin mehrere distinkte Sekundärstrukturelemente gefunden, die außerhalb des katalytischen Zentrums der Ribozyme lokalisieren. Verschiedene Varianten der drei Ribozyme wurden hergestellt und die Funktion der beobachteten peripheren Strukturelemente biochemisch untersucht. Die sTRsV Hairpin Ribozyme mit unterschiedlichen Längen in Arm C wiesen ähnliche cis-Spaltungsreaktionen auf, unabhängig von der Anzahl interner bulges in Arm C. Das gleiche Verhalten, jedoch bei schnelleren Spaltungsraten, wurde nach Entfernen der three-way junction, die 3’ von der Spaltstelle in Arm A liegt, beobachtet. Hier hat Arm C demnach keinen Einfluss auf die Katalyse, wogegen ein verlängerter Arm A die Reaktion verlangsamt. Unter den experimentellen Bedingungen war die Rückreaktion in Anwesenheit des natürlichen Arms A nicht messbar. Im Gegensatz dazu zeigten alle Varianten ohne die Arm A Erweiterung Ligationsaktivität, die am höchsten in dem Molekül mit dem längsten Arm C war, und gleichermaßen erniedrigt für zwei Varianten mit kürzerem Arm C. Keine der Reaktionen diverser sArMV Hairpin Ribozyme konnte reproduzierbar analysiert werden. Für das sCYMoV Hairpin Ribozym wurde schließlich in cis-Spaltungsreaktionen eine Zunahme der Geschwindigkeit mit Abnahme der Länge von Arm D beobachtet. Dies war der Fall in Anwesenheit der three-way junction in Arm A, nicht jedoch in ihrer Abwesenheit, wo Varianten mit unterschiedlichen Längen des Arms D ähnliche Spaltungsreaktionen aufwiesen. In Anwesenheit der three-way junction in Arm A war eine Reduzierung der Ligationsgeschwindigkeit zu beobachten, und bei ihrer Abwesenheit stieg diese mit der Länge von Arm D. Dies zeigt, dass sowohl die three-way junction in Arm A, als auch die Länge und Anzahl der bulges in Arm D die Reaktion des Hairpin Ribozyms aus sCYMoV beeinflussen, wobei sich Unterschiede in Vorwärts- und Rückreaktion auf die experimentellen Bedingungen zurückführen lassen. In zwei Serien wurde die zentrale five-way junction dieses Ribozyms durch verschiedene four-way junctions ersetzt. Die kinetischen Parameter der Selbstspaltung waren ähnlich für Varianten ohne Arm E auf, jedoch verlangsamt bei Varianten ohne Arm C. Dies zeigt, dass das sCYMoV Hairpin Ribozym auch um eine four-way junction gebildet werden kann, deren konstituierenden Helices jedoch nicht beliebig sind. In einem zweiten Projekt wurde die Konservierung von Hammerhead Ribozym-motiven, die bereits früher im Genom der Brassicacee A. thaliana gefunden worden waren, exemplarisch an zehn Mitgliedern dieser Familie untersucht. Da deren Genome nicht sequenziert sind, wurde PCR mit Primern angewandt, die für die A. thaliana Motive spezifisch waren. Damit konnten Ribozymmotive in allen untersuchten Brassicaceen außer B. nigra and B. oleracea gefunden werden. Diese gehören zu den sechs Brassica Pflanzen, für die der koreanische Botaniker U 1935 im “triangle of U” die genetische Verwandtschaft beschrieb. Darin ist B. carinata, für die Ribozymmotive gezeigt wurden, die Tochterspezies der Brassica Pflanzen ohne diese Motive. Dieser Widerspruch könnte darauf zurückzuführen sein, dass in der PCR unspezifische Primer genutzt wurden, oder aber die Motive aus B. carinata könnten ein Artefakt aus einer Luft-übertragenen Kontamination sein. Technische Schwierigkeiten in der Durchführung von Southern Blots, mit denen zwischen diesen Möglichkeiten unterschieden werden sollte, haben eine abschließende Antwort verhindert. Nach einer Optimierung der Methode sollte diese aber geeignet sein, diese Frage zu klären.

Quality Criteria for Enterprise Modelling in the context of networked Enterprises

The capability for collaboration is a key success factor for networked enterprises. The paper introduces a methodology supporting the application of Enterprise Modelling in order to improve the maturity for collaboration. The methodology considers the current status of maturity for interoperability for deducing the right modelling approach. The approach is combined with quality criteria of the models in order to guide the modelling process. Both the deducing approach and the quality criteria are related to the levels of interoperability proposed by the ATHENA Interoperability Framework.

Human and Raptor Interactions in the Context of a Nomadic Society

This research project focuses on contemporary eagle-taming falconry practice of the Altaic Kazakhs animal herding society in Bayan Ulgii Province in Western Mongolia. It aims to contributing both theoretical and empirical criteria for cultural preservation of Asian falconry. This cultural as well as environmental discourse is illustrated with concentrated field research framed by ecological anthropology and ethno-ornithology from the viewpoint of “Human-Animal Interaction (HAI)” and “Human-Animal Behavior (HAB)”. Part I (Chapter 2 & 3) explores ethno-archaeological and ethno-ornithological dimensions by interpretive research of archaeological artefacts which trace the historical depth of Asian falconry culture. Part II (Chapter 4 & 5) provides an extensive ethnographic narrative of Altaic Kazakh falconry, which is the central part of this research project. The “Traditional Art and Knowledge (TAK)” in human-raptor interactions, comprising the entire cycle of capture, perch, feeding, training, hunting, and release, is presented with specific emphasis on its relation to environmental and societal context. Traditional falconry as integral part of a nomadic lifestyle has to face some critical problems nowadays which necessitate preventing the complete disappearance of this outstanding indigenous cultural heritage. Part III (Chapter 6 & 7) thus focuses on the cultural sustainability of Altaic Kazakh falconry. Changing livelihoods, sedentarisation, and decontextualisation are identified as major threats. The role of Golden Eagle Festivals is critically analysed with regard to positive and negative impact. This part also intends to contribute to the academic definition of eagle falconry as an intangible cultural heritage, and to provide scientific criteria for a preservation master plan, as well as stipulate local resilience by pointing to successive actions needed for conservation. This research project concludes that cultural sustainability of Altaic Kazakh falconry needs to be supported from the angles of three theoretical frameworks; (1) Cultural affairs for protection based on the concept of nature-guardianship in its cultural domain, (2) Sustainable development and improvement of animal herding productivity and herder’s livelihood, (3) Natural resource management, especially supporting the population of Golden Eagles, their potential prey animals, and their nesting environment.

Influence of the friends' network in drug use and violent behavior among young people in the nightlife recreational context

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The cultural context of children's learning and identity in England, France and Denmark

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Review about neuropsychological processing of tonal attributes of music in the Western context

Many discussions about the music processing have occurred over the years. It is stated, on one hand, the existence of a single joint for grasping the music or any of its attributes by the Central Nervous System. Furthermore, it is claimed also the existence of multiple and diverse systems to understand each aspect of music. In general, model-independent set, studies focusing on the processing of sound components, specifically the musical tones, can significantly clarify the basic functioning of the auditory system and other higher brain functions. In this sense, one of the most prominent approaches in the study of sensory and perceptual processes of hearing, or changed unharmed, has been Neuroscience, which is interested in the interaction between the brain areas corresponding to different cognitive processes. Thus, the purpose of this study was to review the studies that dealt processing models of the attributes of tonal Western music, based on the conception that neuropsychological neural structures are interdependent sensory pathways.