this work presents medicine powder inspection by image processing techniques using RGB camera acquisition. the light intensity in the environment and the angle of incident light make judgment difficult. the defect par...
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the proceedings contain 14 papers. the topics discussed include: GBCloud: a robust cloud model for processing multi-dimensional data using granular-ball computing;forecasting dining times in a full-service thai hotpot...
ISBN:
(纸本)9781450399982
the proceedings contain 14 papers. the topics discussed include: GBCloud: a robust cloud model for processing multi-dimensional data using granular-ball computing;forecasting dining times in a full-service thai hotpot restaurant using random forest classifier;GBSMOTE: a robust sampling method based on granular-ball computing and SMOTE for class imbalance;fuzzy Fourier transform under nonabsolute fuzzy integrals;majority colorings of some special digraphs;FWNRS: a fast attribute reduction algorithm based on weighted neighborhood rough set;an adaptive granular ball classifier based on natural neighbor;SuperGlue-based deep learning method for image matching from multiple viewpoints;building interpretable deep CNN based on binary tree structure convolution layers;and research on embedded deployment optimization method of neural network.
作者:
Traore, AliRPTU
Fachbereich Math D-67653 Kaiserslautern Germany
We present a parallel enhanced algorithm for exploring mirror symmetry for elliptic curves through the correspondence of algebraic and tropical geometry, focusing on Gromov-Witten invariants of elliptic curves and, in...
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ISBN:
(纸本)9783031645280;9783031645297
We present a parallel enhanced algorithm for exploring mirror symmetry for elliptic curves through the correspondence of algebraic and tropical geometry, focusing on Gromov-Witten invariants of elliptic curves and, in particular, Hurwitz numbers. We present a new highly efficient algorithm for computing generating series for these numbers. A sequential version of the algorithm has been implemented using Singular and OSCAR. the implementations in [1] outperform by far the previous methods [3] provided in Singular. In this note, we describe work towards the natural next step, which is parallelization. We have integrated our algorithm with GPI-Space, a workflow management system for high-performance computing developed at Fraunhofer ITWM. this allows us to run our algorithm simultaneously on a large number of cores. this facilitates computation of quasi-modular representations of the respective generating series.
Can we tell which parallel algorithm is executing by looking at the performance of the algorithm? In this work, we design and demonstrate a study for parallel algorithm classification of parallel sorting algorithms. W...
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For grasp modes, parallel pinch is one of the significant way of them. the traditional parallel pinching and self-adaption device moves with arc-shaped motion at phalanx terminal, requiring the assistance of an indust...
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For the hybrid flow shop scheduling problem with unrelated parallel machines with dynamically arrived jobs, an online scheduling method is proposed based on Deep-Q-Network (DQN) and scheduling rules to minimize total ...
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the volume of multimedia data is increasing in areas such as big data analytics, image processing, and computer vision, making it challenging to interpret and use information efficiently. Traditional methods for proce...
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Computer systems that have been successfully deployed for dense regular workloads fall short of achieving scalability and efficiency when applied to irregular and dynamic graph applications. Conventional computing sys...
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Oil production is a pressing challenge in the modern energy sector. Artificial intelligence and neural networks are widely used to enhance the efficiency of the oil and gas extraction processes. However, processing la...
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Stereo depth estimation plays a crucial role in enabling robots, autonomous driving and other applications. As an ill-posed problem, both deep learning based and traditional methods have been extensively studied in re...
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