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Artificial Neural Network on Graphical Processing Unit and its emphasis on ground water level prediction
A feed forward neural network was used to estimate Groundwater levels in the Faridabad District of Haryana. A sigmoid transfer function was utilized...
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Neural Graphical Models
Probabilistic Graphical Models are often used to understand dynamics of a system. They can model relationships between features (nodes) and the...
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Module-based regularization improves Gaussian graphical models when observing noisy data
Inferring relations from correlational data allows researchers across the sciences to uncover complex connections between variables for insights into...
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Dynamic and robust Bayesian graphical models
Gaussian graphical models are widely popular for studying the conditional dependence among random variables. By encoding conditional dependence as an...
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Central Processing Unit
The central processing unit (CPU) or general-purpose graphic processing unit (GPU) is the brain of a computer system. Some large-scale ICs may...
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Development of greenhouse-application-specific wireless sensor node and graphical user interface
This paper presents a multi-sensor wireless senor node along with a graphical user interface (GUI), development specifically for greenhouse...
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Multtestlib: A Parallel Approach to Unit Testing in Python
In this article, we propose a solution to improve the speed of Unit Tests in Python Language by the creation of a package, also in Python, to run...
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Adaptive graphical routing methodology for reducing traffic overhead in wireless sensor networks
Increasing the scalability and location identification are the prime issues in wireless sensor networks. Geographical routing is used for getting a...
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VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications
Machine learning techniques aim to mimic the human ability to automatically learn how to perform tasks through training examples. They have proven...
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Cloud-connected central unit for traffic control: interfacing sensing units and centralized control for efficient traffic management
Efficient traffic management is crucial for ensuring smooth transportation systems and minimizing congestion on roadways. This research paper...
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Automated Support for Unit Test Generation
Unit testing is a stage of testing where the smallest segment of code that can be tested in isolation from the rest of the system—often a class—is...
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Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model
This paper proposes an effective method, termed as motion-consistency driven matching (MCDM), for mismatch removal from given tentative...
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Color tone determination prior algorithm for depth variant underwater images from AUV’s to improve processing time and image quality
There are different movements of AUV based on the design and if the AUV glides up and down underwater, so the images captured by the AUV cameras are...
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Algorithm for Data Processing from Ozone Lidar Sensing in the Atmosphere
AbstractWe developed an algorithm of software product for processing the data from lidar sensing at the wavelengths of 299/341 nm for a vertical path...
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Graphical User Interface Model Development
MATLAB has a number of graphical user interface (GUI) tools and functions that can be employed while building GUI models, either by using the GUI...
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A survey on syntactic processing techniques
Computational syntactic processing is a fundamental technique in natural language processing. It normally serves as a pre-processing method to...
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The Processing Language
If you are not familiar with the Processing language, read this chapter for an introduction to how to create 2D shapes, use geometry transformations...
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Deep learning with ExtendeD Exponential Linear Unit (DELU)
Activation functions are crucial parts of artificial neural networks. From the first perceptron created artificially up to today, many functions are...
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Graphical Models
In this chapter, we examine the problem of estimating the structure of the graphical modelgraphic model from observations. In the graphical model,...
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A service mesh approach to integrate processing patterns into microservices applications
Cloud is the new enabler of data processing, archiving and analyzing, wherein offered services are built with flexible and low-coupling schemes...
