Deblurring results with different methods on real natural blurred images. حسب Wei Zhou (24328)

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Blur length estimation processes. حسب Wei Zhou (24328)

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Blur angle detection by double Radon transforms. حسب Wei Zhou (24328)

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Swarm intelligence algorithms for multi-objective max-min-ISP حسب Francisco Muñoz (9455441)

"…<p>Algorithms implemented on article "<strong>On the max-min influence spread problem: A multi-objective optimization approach</strong>"</p> <p><br></p> <p>usage: Main.py [-h] [-a] [-r] [-d D] [-t T] [-i I] [-q Q] [--shape SHAPE] [--sym] [--folder FOLDER] [--seed SEED] [--spread SPREAD] [--sum SUM] [--mh MH] [--tagsfile TAGSFILE] [--notags] [--prune] [--prunelowdeg] [--excludenodes EXCLUDENODES] [--includeindegzero] [--nodepthcriteria] [--memfile MEMFILE] file</p> <p><br></p> <p>Calculates the best Influence Spread set on a Weighted Graph using PSO</p> <p><br></p> <p>positional arguments:</p> <p>file</p> <p><br></p> <p>options:</p> <p>-h, --help: show this help message and exit</p> <p>-a: read file input contents as an Adjacency Matrix</p> <p>-r: reverse nodes order, reads (b,a,w) instead of (a,b,w)</p> <p>-d D: line separator to use on file parsing</p> <p>-t T: number of times to execute this solver</p> <p>-i I: number of metaheuristic iterations per execution</p> <p>-q Q: fixed quota, use 0 = floor(n/2)+1</p> <p>--shape SHAPE: shape functions for binarization - list of implemented shape functions: s2, s2_neg, v2, v4</p> <p>--sym: consider graph as symmetric instead of directed</p> <p>--folder FOLDER: output folder</p> <p>--seed SEED: use custom seeds for metaheuristic pseudo RNG</p> <p>--spread SPREAD: use specific influence spread model funcion - list of implemented models: LT, IC</p> <p>--sum SUM: adds an extra value to all edge's weight</p> <p>--mh MH: metaheuristic to use - list of implemented metaheuristics: 1 (Swarm3), 3 (Swarm3_W), 4 (Swarm3_L), 5 (Swarm4)</p> <p>--tagsfile TAGSFILE: use first row as node tags instead of using plurality criteria</p> <p>--notags: do not use first row as node tags, instead tags will be calculated</p> <p>--prune: nodes with (1) outdegree = 0 and indegree > 0, and (2) with outdegree = 1 and neighbor's outdegree > 0 will be excluded</p> <p>--prunelowdeg: nodes with low outdegree or degree will be excluded</p> <p>--excludenodes EXCLUDENODES: nodes to skip, must be comma separated</p> <p>--includeindegzero: forces to include nodes with indegree = 0 on all executions</p> <p>--nodepthcriteria: particles will not tie off with spread depth in case of having same fitness and spread</p> <p>--memfile MEMFILE: memory dump of other execution</p>…"

Average cumulative fraction of infected nodes for a typical network of <i>N</i> = 3200 nodes for different fractions <i>n</i>_<i>v</i> of vaccinated nodes and the three a... حسب Yannick Feld (16520678)

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Color-coded conditional densities <i>ρ</i>(<i>M</i>|<i>C</i>) for a network of <i>N</i> = 3200 nodes and <i>N</i>_<i>v</i> = 530 vaccination doses for the three analyzed... حسب Yannick Feld (16520678)

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Swarm intelligence algorithms for multi-objective IMP: Step-by-step improvement حسب Francisco Muñoz (9455441)

"…Algorithms implemented on article "<b>A step-by-step solution for the multi-objective influence spread problem</b>". …"

ADT: A Generalized Algorithm and Program for Beyond Born–Oppenheimer Equations of “<i>N</i>” Dimensional Sub-Hilbert Space حسب Koushik Naskar (7510592)

"…In order to overcome such shortcoming, we develop a generalized algorithm, “ADT” to generate the nonadiabatic equations through symbolic manipulation and to construct highly accurate diabatic surfaces for molecular processes involving excited electronic states. …"

Texture analysis results. حسب Tsutomu Gomi (7382183)

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Spectra of the Sonial Vision Safire II tube at 70 and 140 kV potentials. حسب Tsutomu Gomi (7382183)

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ROI setting diagram for AI calculation and optimization verification results. حسب Tsutomu Gomi (7382183)

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Data fitting and inference of the time-dependent parameters by TDINN algorithm for the local outbreaks in Hainan and Xinjiang. حسب Mengqi He (5753525)

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Constructing the dynamical law. حسب Robert Marsland (8616483)

Definitions of global parameters used for constructing random ecosystems. حسب Robert Marsland (8616483)

Comparison of best, worst, mean, median and standard deviation values for ABC, WOA, BOA PSO, EOSA, DE, GA, HGSO, SOA, and BMO metaheuristic algorithms using the classical benchmark... حسب Tehnan I. A. Mohamed (16846175)

Data fitting and inference of the time-dependent parameters by TDINN algorithm for the local outbreaks in Xi’an, Guangzhou, and Yangzhou. حسب Mengqi He (5753525)

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Practical rules for summing the series of the Tweedie probability density function with high-precision arithmetic حسب NELSON L. DIAS (8078003)

"…These implementations need to utilize high-precision arithmetic, and are programmed in the Python programming language. A thorough comparison with existing R functions allows the identification of cases when the latter fail, and provide further guidance to their use.…"

S1 Data - حسب Yannick Feld (16520678)

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S4 Fig - حسب Yannick Feld (16520678)

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S1 Fig - حسب Yannick Feld (16520678)

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