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Advanced Search Results For "ALGORITHMS"

1 - 10 of 1,111,520 results for
 "ALGORITHMS"
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Discovering driver nodes in chronic kidney disease-related networks using Trader as a newly developed algorithm.

Publication Type:Academic Journal

Source(s):Computers in biology and medicine [Comput Biol Med] 2022 Sep; Vol. 148, pp. 105892. Date of Electronic Publication: 2022 Jul 30.

Abstract:Thanks to the advances in the field of computational-based biology, a huge volume of disease-related data has been generated so far. From the existing data, the disease-related protein-protein interaction (PPI) networks seem to yield effective treatmen...

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Design and application of improved sparrow search algorithm based on sine cosine and firefly perturbation.

Publication Type:Academic Journal

Source(s):Mathematical biosciences and engineering : MBE [Math Biosci Eng] 2022 Aug 10; Vol. 19 (11), pp. 11422-11452.

Abstract:Swarm intelligence algorithms are relatively simple and highly applicable algorithms, especially for solving optimization problems with high reentrancy, high stochasticity, large scale, multi-objective and multi-constraint characteristics. The sparrow ...

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Euclidean Graphs as Crack Pattern Descriptors for Automated Crack Analysis in Digital Images.

Publication Type:Academic Journal

Source(s):Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Aug 09; Vol. 22 (16). Date of Electronic Publication: 2022 Aug 09.

Abstract:Typical crack detection processes in digital images produce a binary-segmented image that constitutes the basis for all of the following analyses. Binary images are, however, an unsatisfactory data format for advanced crack analysis algorithms due to t...

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Evolving neural networks through bio-inspired parent selection in dynamic environments.

Publication Type:Academic Journal

Source(s):Bio Systems [Biosystems] 2022 Aug; Vol. 218, pp. 104686. Date of Electronic Publication: 2022 May 04.

Abstract:Environmental variability often degrades the performance of algorithms designed to capture the global convergence of a given search space. Several approaches have been developed to challenge environmental uncertainty by incorporating biologically inspi...

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Information enhanced model selection for Gaussian graphical model with application to metabolomic data.

Publication Type:Academic Journal

Source(s):Biostatistics (Oxford, England) [Biostatistics] 2022 Jul 18; Vol. 23 (3), pp. 926-948.

Abstract:In light of the low signal-to-noise nature of many large biological data sets, we propose a novel method to learn the structure of association networks using Gaussian graphical models combined with prior knowledge. Our strategy includes two parts. In t...

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SAX and Random Projection Algorithms for the Motif Discovery of Orbital Asteroid Resonance Using Big Data Platforms.

Publication Type:Academic Journal

Source(s):Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Jul 06; Vol. 22 (14). Date of Electronic Publication: 2022 Jul 06.

Abstract:The phenomenon of big data has occurred in many fields of knowledge, one of which is astronomy. One example of a large dataset in astronomy is that of numerically integrated time series asteroid orbital elements from a time span of millions to billions...

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Provable training of a ReLU gate with an iterative non-gradient algorithm.

Publication Type:Academic Journal

Source(s):Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2022 Jul; Vol. 151, pp. 264-275. Date of Electronic Publication: 2022 Apr 04.

Abstract:In this work, we demonstrate provable guarantees on the training of a single ReLU gate in hitherto unexplored regimes. We give a simple iterative stochastic algorithm that can train a ReLU gate in the realizable setting in linear time while using signi...

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Improving the Accuracy of an R-CNN-Based Crack Identification System Using Different Preprocessing Algorithms.

Publication Type:Academic Journal

Source(s):Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Sep 19; Vol. 22 (18). Date of Electronic Publication: 2022 Sep 19.

Abstract:The accurate intelligent identification and detection of road cracks is a key issue in road maintenance, and it has become popular to perform this task through the field of computer vision. In this paper, we proposed a deep learning-based crack detecti...

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Vertex results for the robust analysis of uncertain biochemical systems.

Publication Type:Academic Journal

Source(s):Journal of mathematical biology [J Math Biol] 2022 Sep 19; Vol. 85 (4), pp. 35. Date of Electronic Publication: 2022 Sep 19.

Abstract:We consider the problem of assessing the sensitivity of uncertain biochemical systems in the presence of input perturbations (either constant or periodic) around a stable steady state. In particular, we propose approaches for the robust sensitivity ana...

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Opportunistic Maintenance Strategy for Complex Equipment with a Genetic Algorithm Considering Failure Dependence: A Two-Dimensional Warranty Perspective.

Publication Type:Academic Journal

Source(s):Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Sep 08; Vol. 22 (18). Date of Electronic Publication: 2022 Sep 08.

Abstract:Complex two-dimensional warranty equipment is usually composed of many multi-component systems, which include several key components. During the warranty period, conducting maintenance according to the preventive maintenance plan of each component will...

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