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A Tutorial on Clique Problems in Communications and Signal Processing [article]

Ahmed Douik, Hayssam Dahrouj, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
<span title="2020-02-25">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To that end, the first part of the tutorial provides various optimal and heuristic solutions for the maximum clique, maximum weight clique, and k-clique problems.  ...  Finally, the tutorial sheds light on the recent advances of such applications, and provides technical insights on ways of dealing with mixed discrete-continuous optimization problems.  ...  On the other hand, the authors in [87] suggest a molecular beacon-based DNA computing model for solving the maximum weight clique problem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1808.07102v4">arXiv:1808.07102v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ynmpnh5jsfdspdrtfv7wb5pm4a">fatcat:ynmpnh5jsfdspdrtfv7wb5pm4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321070016/https://arxiv.org/pdf/1808.07102v4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ac/a2/aca2f808341f542ab74880b0013c8a8205b33ac3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1808.07102v4" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Spatial Cluster Analysis by the Adleman-Lipton DNA Computing Model and Flexible Grids

Xiyu Liu, Laisheng Xiang, Xin Wang
<span title="">2012</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3s4wom7forhp3klujcroiocrpi" style="color: black;">Discrete Dynamics in Nature and Society</a> </i> &nbsp;
Typical techniques include CLARANS, density- and gravity-based clustering, and other algorithms based on traditional von Neumann's computing architecture.  ...  The purpose of this paper is to propose a technique for spatial cluster analysis based on DNA computing and a grid technique.  ...  Acknowledgments Problem. We are also indebted to Dr. Qi Feng and Dr. Xue Jie for help in the design of DNA coding.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2012/894207">doi:10.1155/2012/894207</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f6cc3z7rxbedtlxv7yptbkyn4q">fatcat:f6cc3z7rxbedtlxv7yptbkyn4q</a> </span>
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DNA computing based RNA genetic algorithm with applications in parameter estimation of chemical engineering processes

Jili Tao, Ning Wang
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3s73v5btvfqjfntuhxfqyeema" style="color: black;">Computers and Chemical Engineering</a> </i> &nbsp;
Based on RNA genetic operations and DNA sequence model under selection and mutation, an electronic RNA genetic algorithm (RNA-GA) with improved crossover and mutation operator is proposed.  ...  As illustrations, the RNA-GA is implemented on parameter estimation of a heavy oil thermal cracking 3-lumping model and a fluid catalytic cracking unit (FCCU) main fractionator.  ...  with fewer variables, such as maximal clique problem (Ouyang et al., 1997) , 3-SAT problems (Braich et al., 2002) , DES deciphering problem (Boneh, Dunworth, & Lipton, 1995) , traveling salesman problems  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.compchemeng.2007.01.012">doi:10.1016/j.compchemeng.2007.01.012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qfju6epwdjdpzldsic3yly2cvu">fatcat:qfju6epwdjdpzldsic3yly2cvu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809022934/http://l.academicdirect.org/Horticulture/GAs/Refs/Tao&amp;Wang_2007.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b8/9e/b89e623a0b50d0f54318f4e6a423ca28e59a53a6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.compchemeng.2007.01.012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

DNA Computation: Applications and Perspectives

Somnath Tagore, Saurav Bhattacharya
<span title="">2010</span> <i title="OMICS Publishing Group"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/725mfs2xfzfptd2w2m3qgwelba" style="color: black;">Journal of Proteomics &amp; Bioinformatics</a> </i> &nbsp;
Lipton proposed DNA experiments to solve the satisfiability problem. In 1997, Ouyan et al. presented a molecular biology based experimental solution to the "maximal clique" problem.  ...  The algorithm is applied to the traveling salesman problem, an instance of optimization problems on weighted graphs (Kim et al., 2005) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4172/jpb.1000145">doi:10.4172/jpb.1000145</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kj6mmuy5zrgjxk4svcmihrzrie">fatcat:kj6mmuy5zrgjxk4svcmihrzrie</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705125651/https://www.omicsonline.com/ArchiveJPB/2010/July/01/JPB-03-234.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/5b/f35be3cec02ec980619c49586cac7cce3f789abb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4172/jpb.1000145"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Opportunity Spaces in Innovation: Empirical Analysis of Large Samples of Ideas

Laura J. Kornish, Karl T. Ulrich
<span title="">2010</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
One potential weakness with parallel search is that it permits repetition.  ...  On the third question, we find a positive relationship between the number of similar ideas and idea value: the ideas that are least similar to others are not generally the most valuable ones.  ...  We break ties by randomly selecting a largest clique. Finding the cliques in a network is an NP-hard problem (Karp 1972) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.1503103">doi:10.2139/ssrn.1503103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vushipahjjbqvowimsfpkjo5ia">fatcat:vushipahjjbqvowimsfpkjo5ia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706081549/http://www.ktulrich.com/uploads/6/1/7/1/6171812/ulrich-kornish-ideas-ms2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b8/b9/b8b92023805b452e9b36fa762cd774371a85683b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.1503103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

Opportunity Spaces in Innovation: Empirical Analysis of Large Samples of Ideas

Laura J. Kornish, Karl T. Ulrich
<span title="">2011</span> <i title="Institute for Operations Research and the Management Sciences (INFORMS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zncv5noo7jgodckylffhkp26cq" style="color: black;">Management science</a> </i> &nbsp;
One potential weakness with parallel search is that it permits repetition.  ...  On the third question, we find a positive relationship between the number of similar ideas and idea value: the ideas that are least similar to others are not generally the most valuable ones.  ...  We break ties by randomly selecting a largest clique. Finding the cliques in a network is an NP-hard problem (Karp 1972) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1287/mnsc.1100.1247">doi:10.1287/mnsc.1100.1247</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kdfxz3p2ljdufa4nojpyjsoc6e">fatcat:kdfxz3p2ljdufa4nojpyjsoc6e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706081549/http://www.ktulrich.com/uploads/6/1/7/1/6171812/ulrich-kornish-ideas-ms2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b8/b9/b8b92023805b452e9b36fa762cd774371a85683b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1287/mnsc.1100.1247"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Solving Shortest Hamiltonion Path Problem Using DNA Computing

Hala Mohammed, Alshamlan Mohammed, El Menai
<span class="release-stage">unpublished</span>
Moreover, DNA computing has ability to solve main NP-complete problems such as Hamilton Path Problem, 3-SAT Problem, and Maximum Clique Problem.  ...  First one, determine all Hamiltonian path from specific weighted graph, and then, in second step, we select the shortest one and return it as solution of our problem.  ...  Various solutions were tried to solve the 3-SAT problem, Lipton [6] proposed DNA experiments on test tubes to solved a satisfiability problem based on DNA sticker computing model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gg4afzqz3ncyphegcrwiyltm2a">fatcat:gg4afzqz3ncyphegcrwiyltm2a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180417203921/http://www.thinkmind.org/download.php?articleid=iccgi_2012_4_20_10211" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/35/f2/35f261ffa5643e9ba999553a29467ddaa693d478.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Fundamentals of natural computing: an overview

L DECASTRO
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/heeeymk4efealkuyub22amtnsi" style="color: black;">Physics of Life Reviews</a> </i> &nbsp;
are based on the use of computers to synthesize natural phenomena; and (3) those that employ natural materials (e.g., molecules) to compute.  ...  Natural computing is a terminology introduced to encompass three classes of methods: (1) those that take inspiration from nature for the development of novel problem-solving techniques; (2) those that  ...  . 30 Acknowledgements The author would like to thank CNPq and FAPESP for the financial support, and the reviewers for their comments and suggestions on previous versions of this manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.plrev.2006.10.002">doi:10.1016/j.plrev.2006.10.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n5dt75wdafbnzkfxnndv7oc56m">fatcat:n5dt75wdafbnzkfxnndv7oc56m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170814080848/http://www.uvm.edu/~cmplxsys/legacy/tri/pdf/naturalcomputing.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/4f/ea4f07f519e6c03428cb1d3dbfe92eeb8410ac1d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.plrev.2006.10.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Models of Social Influence: Towards the Next Frontiers

Andreas Flache, Michael Mäs, Thomas Feliciani, Edmund Chattoe-Brown, Guillaume Deffuant, Sylvie Huet, Jan Lorenz
<span title="">2017</span> <i title="Journal of Artificial Societies and Social Simulation"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/klq2tnwbsbhohor7blhqllaz2y" style="color: black;">Journal of Artificial Societies and Social Simulation</a> </i> &nbsp;
media on societal polarization.  ...  We also propose that a new generation of empirically-based computational social influence models can make unique contributions for understanding key societal challenges, like the possible e ects of social  ...  Notes In addition we assumed for Figure a a population of N = 100 agents, initial opinions were drawn randomly from a uniform distribution and weights were homogeneous with w ij = 1/n for all i, j.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18564/jasss.3521">doi:10.18564/jasss.3521</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ssddy4rv4bgbbny7oakpewvra4">fatcat:ssddy4rv4bgbbny7oakpewvra4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720143912/http://jasss.soc.surrey.ac.uk/20/4/2/2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/80/32/803273fa18b33f33050077d18d011d67c9ce5d70.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18564/jasss.3521"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Self-calibrating optical motion tracking for articulated bodies

A. Hornung, S. Sar-Dessai, L. Kobbelt
<i title="IEEE"> IEEE Proceedings. VR 2005. Virtual Reality, 2005. </i> &nbsp;
Our method automatically estimates all relevant model parameters on-the-fly without any information on the initial tracking setup or the marker distribution, and computes the geometry and topology of multiple  ...  However, due to their computational complexity and their reliance on pre-specified models, they fail to meet the demanding requirements of Virtual Reality environments such as real-time response, immersion  ...  Once these steps have been taken one can analyse the movements of a subject based on these higher order models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/vr.2005.1492756">doi:10.1109/vr.2005.1492756</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/234pukvb3fdyfbdev2ti3bordm">fatcat:234pukvb3fdyfbdev2ti3bordm</a> </span>
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Self-Calibrating Optical Motion Tracking for Articulated Bodies

A. Hornung, S. Sar-Dessai, L. Kobbelt
<i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vufiov5gf5gqzn5pb6uctytdja" style="color: black;">IEEE Virtual Reality Conference 2005 (VR&#39;05)</a> </i> &nbsp;
Our method automatically estimates all relevant model parameters on-the-fly without any information on the initial tracking setup or the marker distribution, and computes the geometry and topology of multiple  ...  However, due to their computational complexity and their reliance on pre-specified models, they fail to meet the demanding requirements of Virtual Reality environments such as real-time response, immersion  ...  Once these steps have been taken one can analyse the movements of a subject based on these higher order models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/vr.2005.67">doi:10.1109/vr.2005.67</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/vr/HornungSK05.html">dblp:conf/vr/HornungSK05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5ag62au46jcsvba4rdsh2fjl5q">fatcat:5ag62au46jcsvba4rdsh2fjl5q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810121843/https://www.graphics.rwth-aachen.de/media/papers/vr20051.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/17/1e17650ae18ba1db5c3d9008dbcf8c5e9cf3c444.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/vr.2005.67"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Associate Editors-in-Chief

<span title="">2014</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aggjmlgiyfctbhcooncg7otkc4" style="color: black;">Acta Geologica Sinica (English)</a> </i> &nbsp;
Based on our former work [12] , we can get one framework, the available memory of which is maximum; after that, we can redeploy components to this framework.  ...  Different from their work focusing on testing functional properties based on formal models, our work concentrates on formally testing functional and nonfunctional properties without formal models.  ...  No material published in this journal may be reproduced photographically or stored on microfilm, in electronic data bases, video disks, etc., without first obtaining written permission from the publishers  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1755-6724.12260">doi:10.1111/1755-6724.12260</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ffjz4kvnqnavzeipqzyladsyyu">fatcat:ffjz4kvnqnavzeipqzyladsyyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923002325/http://www.china-iot.net/sciFe_2014_3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/9b/a89b417daee489771a5023ba0e8980b5529cdba4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1755-6724.12260"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Associate Editors-in-Chief [chapter]

<span title="">2012</span> <i title="Elsevier"> International Encyclopedia of Housing and Home </i> &nbsp;
Based on our former work [12] , we can get one framework, the available memory of which is maximum; after that, we can redeploy components to this framework.  ...  Different from their work focusing on testing functional properties based on formal models, our work concentrates on formally testing functional and nonfunctional properties without formal models.  ...  No material published in this journal may be reproduced photographically or stored on microfilm, in electronic data bases, video disks, etc., without first obtaining written permission from the publishers  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/b978-0-08-047163-1.09002-0">doi:10.1016/b978-0-08-047163-1.09002-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t3rt56yjb5bwfnn5ttrcx3g2dy">fatcat:t3rt56yjb5bwfnn5ttrcx3g2dy</a> </span>
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Page 3293 of Mathematical Reviews Vol. , Issue Index [page]

<i title="American Mathematical Society"> <a target="_blank" rel="noopener" href="https://archive.org/details/pub_mathematical-reviews" style="color: black;">Mathematical Reviews </a> </i> &nbsp;
(with Dong, Ya Fei; Wei, Xiao Peng) Sticker DNA computer model. I. Theory. (Chinese.  ...  Liang, Shuang (with Mo, Zhong Xi) Solving the multiple sequence alignment problem based on a simulated annealing algorithm. (Chinese.  ... 
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Decoding Wheat Endosphere–Rhizosphere Microbiomes in Rhizoctonia solani–Infested Soils Challenged by Streptomyces Biocontrol Agents

Ricardo Araujo, Christopher Dunlap, Steve Barnett, Christopher M.M. Franco
<span title="2019-08-26">2019</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bbmitkj3efgeppizzjrx6w5emu" style="color: black;">Frontiers in Plant Science</a> </i> &nbsp;
Random matrix theory (RMT)-based modeling was used for network analysis as this approach is powerful in delineating phylogenetic molecular ecological networks in microbial communities (following some steps  ...  The pots were watered twice a week to their original starting weight.  ... 
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