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Read More Recommender systems extract unseen information for predicting the next preferences. In streaming recommender systems, the emergence of new sofosbuvir tablets or disappearance a pattern leads to inconsistencies. Recommender systems without considering inconsistencies will suffer poor performance. Thereby, the present paper is devoted to a new fuzzy rough set-based method for managing in a flexible and adaptable way.

Evaluations have been conducted on twelve real-world data sets by the leave-one-out cross-validation method. The results of the experiments have been compared with the other five methods, which show the superiority of the proposed method in terms of accuracy, precision, recall. So, cloud computing has contributed to the advancement of real-time applications such as signal processing, environment surveillance and weather forecast where time and energy considerations.

Read More Interest in cloud computing has grown considerably over recent years, primarily due to scalable Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA resources. So, cloud computing has contributed to the advancement of real-time applications such as signal processing, environment surveillance and weather forecast where time and energy considerations to perform the tasks are critical.

In real-time applications, missing the deadlines for the tasks will cause http://longmaojz.top/suicide-prevention/display.php consequences; thus, real-time task scheduling in cloud computing environment is an important and essential issue.

Furthermore, energy-saving in cloud data center, regarding the benefits such as reduction of system operating costs and environmental protection is an important concern that is considered during recent years and is reducible with appropriate task scheduling.

In this paper, we present an energy-aware task scheduling approach, namely EaRTs for real-time applications. We employ the virtualization and consolidation technique subject to minimizing the energy consumptions, improve resource utilization and meeting the deadlines of tasks. In the consolidation technique, scale up and scale down of virtualized resources could improve the performance of task execution.

The proposed approach comprises four algorithms, namely Energy-aware Task Смотрите подробнее in Cloud Computing(ETC), Vertical VM Scale Up(V2S), Horizontal VM Scale up(HVS) and Physical Machine Scale Down(PSD).

We present the formal model of the proposed approach using Timed Automata to prove precisely the schedulability feature and correctness of EaRTs. We show that our proposed approach is more efficient in terms of deadline hit ratio, resource utilization and energy consumption compared to other energy-aware real-time tasks scheduling algorithms. In this article, we have developed an interactive video game for mobile devices. Cascading classifiers along with Haar-like features and local binary.

Read More Today, video games have a special place among entertainment. Cascading classifiers along with Haar-like features and local binary patterns are used for hand gesture recognition and face detection. Various ideas are used to achieve the appropriate accuracy and speed. Unity 3D and OpenCV for Unity are employed to design and implement the video game.

Experiments show an accuracy of 86. It also has an acceptable frame rate and can run at 11 fps and 8 fps in Windows and Android respectively. In recent years, different techniques are employed to identify the types of various agricultural products. Also, different dimenhydrinate 50 mg and.

Read More Development of an automatic system to classify the type of rice grains is an interesting research area in the scientific fields associated with modern agriculture. Also, different color-based and texture-based features are used to yield the desired results in the classification procedure.

This paper proposes a classification algorithm to detect different rice types by extracting features from the bulk samples. The Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA space in this algorithm includes the fractal-based features of the extracted coefficients from the wavelet packet transform analysis.

This feature vector is combined with other texture-based features and used to learn a model related to each rice type using the Gaussian mixture model Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA. Also, a sparse structured principal component analysis algorithm is applied to reduce the dimension of the feature vector and lead to the precise classification rate with less computational time. The results of the proposed Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA are compared with the results obtained from the other presented classification quack in this context.

Also, the proposed algorithm can detect the rice quality for different percentages of combination with other rice grains with 99. Achieving high precision, while maintaining computation time is very important in relevance feedback-based image retrieval systems.

This paper establishes an analogy between this and the Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA of image classification. Read More Image retrieval is a basic task in many content-based image systems. This problem will be viewed and solved as an optimization problem using particle optimization algorithm.

Although the particle swarm optimization (PSO) algorithm is widely used in the field of image retrieval, no one use it for directly feature weighting. Information extracted from user Physostigmine Salicylate (Physostigmine Salicylate (injection))- FDA will guide particles in order to find the optimal weights of various features of images (Color- shape- or texture-based features). Fusion of these very non-homogenous features need a feature weighting algorithm that will take place by the help of PSO algorithm.

Experimental results on Wang dataset and Corel-10k indicate that average precision of the proposed method is higher than other semi-automatic and automatic approaches.

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Comments:

23.02.2020 in 04:12 Фотий:
Была у меня подобная ситуация. Долго парился над тем, как выйти сухим из воды. Друг под сказал одно решение, только что-то я застремался так круто менять все, что нажито непосильным трудом. Решил пока потерпеть, присмотреться ? как оно повернется. Что могу сказать ? вода камень точит. Вот уж, действительно так. Автору советую не печалиться. Как там в песне ? «вся жизнь впереди».