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HiDi: An efficient reverse engineering schema for large scale dynamic regulatory network reconstruction using adaptive differentiation [article]

Yue Deng, Hector Zenil, Jesper Tégner, Narsis A. Kiani
2017 arXiv   pre-print
The method introduces a linear differential equation model with adaptive numerical differentiation that is scalable to extremely large regulatory networks.  ...  Here we introduce a novel method and pipeline to reverse engineer gene regulatory networks from gene expression of time series and perturbation data based upon an improvement on the calculation scheme  ...  Our method uses a linear differential equation model with adaptive numerical differentiation to identify extremely large regulatory networks.  ... 
arXiv:1706.01241v2 fatcat:kxzjspx3jrabbg355syhzs47zm

An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

Hector Zenil, Narsis A. Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias, Angelika Schmidt, Gordon Ball, Jesper Tegnér
2019 iScience  
We introduce and develop a method that demonstrates that the algorithmic information content of a system can be used as a steering handle in the dynamical phase space, thus affording an avenue for controlling  ...  Next, the model-based interventional or causal calculus is evaluated and validated using (1) a huge large set of small graphs, (2) a number of larger networks with different topologies, and finally (3)  ...  ACKNOWLEDGEMENTS We want to thank the reviewers for their valuable input. AUTHOR CONTRIBUTIONS DECLARATION OF INTERESTS The authors declare no competing interests.  ... 
doi:10.1016/j.isci.2019.07.043 pmid:31541920 pmcid:PMC6831824 fatcat:xpeyzezusretlka6vnxecqloru

Asian Social Science, Vol. 5, No. 10, 2009. All in one PDF file

Editor ASS
2009 Asian Social Science  
Jiang Lihua from Central China Normal University gave precious suggestions for design of this study and for correction on the paper.  ...  Acknowledgements Ms Kong Ping from Bureau of Civil Affairs in W District gave cordial assistance for this study; Prof. Xia Yuzhen and Prof.  ...  Then, the author reconstructs dynamic image of poverty in poverty process, which provides a brand-new field of view for elimination of urban poverty.  ... 
doi:10.5539/ass.v5n10p0 fatcat:tqpc4rwrk5ahtb7tkvn4pdscky

The Environmental Optimism of Elinor Ostrom

Megan E. Jenkins, Randy Simmons, Camille Wardle
2020 unpublished
It then explores the largely successful multi-stakeholder approach to the management of the greater sage grouse in the western U.S.  ...  The volume begins with an examination of resource governance in the American West and how institutions developed to govern a complex and demanding landscape.  ...  The connection between the Ostroms' body of research and the adaptive management literature is an area ripe for future study.  ... 
doi:10.22004/ag.econ.307179 fatcat:5xfto743nrfgzo72xfd7zccpba

A Model For Designing Instructional Narratives For Adult Learners: Connecting The Dots A MODEL FOR DESIGNING INSTRUCTIONAL NARRATIVES FOR ADULT LEARNERS: CONNECTING THE DOTS

Debra Smith, Debra Dissertation
2013 unpublished
I am indebted to Hillary, Jess, Trevor, Mike, Ann, and Stacey for their encouragement, for asking the right questions at the right time, for sparking my curiosity about new ideas, for their interest in  ...  in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY 2013 MAJOR: INSTRUCTIONAL TECHNOLOGY Approved by: Advisor Date © COPYRIGHT BY DEBRA M.  ...  Meaningful context provides the learner with a rich network of relationships (schema) to draw cues from for retrieval.  ... 
fatcat:2shmi4kpkbatpcphw2nhqekhha

The journal is indexed in: Ebsco, SPORTDiscus, INDEX COPERNICUS JOURNAL MASTER LIST, DOAJ DIRECTORY OF OPEN ACCES JOURNALS, Caby, Gale Cengace Learning  SPORT AND PERFORMANCE EFFECTS OF TRAINING DISTRIBUTION ON RECEIVE SKILL LEARNING IN 6 YEARS OLD BOYS AND GIRLS

R Dail, J J Christina, D Donovan, D Radosevich T, E Lee, D Genovese T, L Lee, Wishart
2004 unpublished
It is proposed to use massed practice for boys and on the other hand distributed practice for the girls, in order to more skill transfer rate to be accomplished to the game/match/play situations.  ...  Discussion and Conclusion The use of both training distribution order has no advantage against together during receive learning for the children in acquire or remember phases.  ...  This research may also be repeated for other social networking sites. Likewise, the use of social networking sites by athletes may be explored.  ... 
fatcat:ufwhc2twnzah5lr4phgarlsyme

Feasibility of Representing Selected Elements of The 1985 Building Regulations in Prolog or other Rule-Based Form

Philip Keevil
1998
This is demonstrated to be the case for regulations which make up The Building Regulations 985, which is used to illustrate many of the arguments discussed.  ...  Evidence for the existence of an internal structure is based upon data obtained from analysis of one year's Appeals and Determinations in a report taken from a series published from time to time by the  ...  an inference engine is acceptable for easy cases but not for hard ones.  ... 
doi:10.21954/ou.ro.0000fea9 fatcat:q5ywj4ecnfdezltatof46drbrq

Design4Health Melbourne 2017

Kurt Seemann, Deirdre Barron
2018
is a dynamic, innovative and increasingly important area of research and practice.  ...  living for all.  ...  Acknowledgements: Thank you to AUT University Scholarships for funding tuition fees for this project. Acknowledgements Funding: MedTech CoRE  ... 
doi:10.4225/50/5b1f1d3616e0a fatcat:c5wcn7ymq5bkjgc5x7ftks24ni