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AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning
[article]
2017
arXiv
pre-print
The AMIDST Toolbox is a software for scalable probabilistic machine learning with a spe- cial focus on (massive) streaming data. ...
The specified models can be learnt from large data sets using parallel or distributed implementa- tions of Bayesian learning algorithms for either streaming or batch data. ...
Acknowledgments This work was performed as part of the AMIDST project. ...
arXiv:1704.01427v1
fatcat:4rfiaaugvjdefpbnlpb4yzsxaa
Firms' approach to mitigating risks in the platinum group metals sector
2021
Mineral Economics
The article constructs a case study using five sets of data to assess (i) what supply and demand shocks firms are facing; (ii) how they are reshaping their strategies and undertaking activities to protect ...
group metal (PGM) firms has come under duress since 2012. ...
Building on Simon's approach, this article uses a variety of data sources to construct a case study on how PGM firms have undertaken decisionmaking amidst a range of supply and demand shocks. ...
doi:10.1007/s13563-021-00249-4
fatcat:hpbcxkfbebek7hzih4q2ll4jza
A secondary precious and base metal mineralization in chromitites linked to the development of a Paleozoic accretionary complex in Central Chile
2016
Ore Geology Reviews
Crystallographic orientation maps of single chromite grains, obtained using the Electron-Backscattered Secondary Diffraction technique, allow us to identify two types of chromite in the precious-metal ...
The other PGM were located in the porous chromite j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / o r e g e o r e v associated with chlorite or base-metal minerals (BMM) ...
This research has been financially supported by a Fondecyt Initiation Grant #11140005 to J.M. ...
doi:10.1016/j.oregeorev.2016.02.017
fatcat:dvdiakfffjgidpdzap7eje26ge
MAP inference in dynamic hybrid Bayesian networks
2017
Progress in Artificial Intelligence
The algorithm has been implemented using Java 8 streams, and its scalability has been evaluated. ...
Acknowledgements This work was partly carried out as part of the AMIDST project. ...
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecomm ons.org/licenses/by/4.0/), which permits unrestricted use, distribution ...
doi:10.1007/s13748-017-0115-7
fatcat:77o3iztzmvg4xbcah7tpe7cpl4
Enhanced carbon-sulfur cycling in the sediments of Arabian Sea oxygen minimum zone center
2018
Scientific Reports
enzymatic diversity 38 , such studies are rare that integrate solid-phase/pore-fluid chemistry with comprehensive microbial diversity data obtained using high-throughput metagenomics. ...
Geochemical data show remarkable increase in average total organic carbon content and aerial sulfate reduction rate (J SO4 2− ) in the sediments of the OMZ center coupled with shallowing of sulfate methane ...
S.F. and R.R. were endowed with fellowships by the Council of Scientific and Industrial Research, GoI. ...
doi:10.1038/s41598-018-27002-2
pmid:29875466
pmcid:PMC5989202
fatcat:cx7prm3aenbdtdwz2besh2jili
Immunoexpression of Programmed Death-1 Receptor (PD-1) and Programmed Death-Ligand 1 (PD-L1) in Non-Small-Cell Lung Carcinoma and Its Correlation With Other Clinicopathological Parameters: A Cross-Sectional Study From North India
2022
Cureus
Histopathological categorization was done using a panel of immunohistochemical markers. Statistical analysis and results The PD-1 positivity in lymphocytes was 29% (95% CI: 20.4%-38.9%). ...
However, there was no significant correlation between PD-1 and PD-L1 with the clinical parameters studied. ...
The R Statistical environment (R Foundation of Statistical Computing, Vienna, Austria, 2014) was used for statistical analysis. ...
doi:10.7759/cureus.25243
fatcat:lvy65jzkvzgdbho34byxvlf7oa
The Assessment of China's Scramble for Natural Resources Extraction in Africa
2021
World Environment
For that, this enquiry will fill that void by using mix-scale methods of Geographic Information Systems (GIS) and descriptive statistics in assessing China's presence and the quest for natural resources ...
With the effects manifested in the form of environmental degradation, loss of biodiversity, and resource depletion and fiscal burdens on African nations. ...
Stage 2: Step 2: Data Analysis and GIS Mapping In the second stage, descriptive statistics and spatial analysis were employed to transform the original socio-economic and land-use data into relative measures ...
doi:10.5923/j.env.20211101.02
fatcat:h27dugcqoja3jpxjricijnjpne
Association between DNA methylation in cord blood and maternal smoking: The Hokkaido Study on Environment and Children's Health
2018
Scientific Reports
Further, we verified these CpG sites and examined neighbouring sites using bisulfite next-generation sequencing, except for AHRR cg21161138. ...
We first identified differentially methylated CpG sites with a false discovery rate (FDR) of <0.05 and the magnitude of DNA methylation changes (|β| >0.02) from the pairwise comparisons of never-smokers ...
This study was financially supported by the Japanese Ministry of Health, Labour and Welfare (H29-Kagaku Ippan-002) and the Environment Research and Technology Development Fund (5-1454) from the Ministry ...
doi:10.1038/s41598-018-23772-x
pmid:29618728
pmcid:PMC5884848
fatcat:o4lwyfzvf5dr7fdtqgss3xuv5a
Looking Beyond School Walls: An Environmental Scan of Minneapolis Public Schools, 2004-2008
English
2015
Education Policy Analysis Archives
English
From these data, we developed a template with strategic guidelines for education leaders in varying environmental contexts. ...
We then created sub-categories for each of these six groupings based on whether the data came from school reports, non-school, governmental data, or notfor-profit entities. ...
A difficulty in combining the analysis of school and non-school data is the difference in the fiscal years used. ...
doi:10.14507/epaa.v22.1492
fatcat:4xeuvx5zzrazdiuzrs7gauo5im
Looking Beyond School Walls: An Environmental Scan of Minneapolis Public Schools, 2004-2008
English
2015
Education Policy Analysis Archives
English
From these data, we developed a template with strategic guidelines for education leaders in varying environmental contexts. ...
We then created sub-categories for each of these six groupings based on whether the data came from school reports, non-school, governmental data, or notfor-profit entities. ...
A difficulty in combining the analysis of school and non-school data is the difference in the fiscal years used. ...
doi:10.14507/epaa.v23.1492
fatcat:pv3npeaoqndihg2zemlzxatlou
Firms' approach to mitigating risks in the platinum group metals sector
2021
The article constructs a case study using five sets of data to assess (i) what supply and demand shocks firms are facing; (ii) how they are reshaping their strategies and undertaking activities to protect ...
group metal (PGM) firms has come under duress since 2012. ...
Building on Simon's approach, this article uses a variety of data sources to construct a case study on how PGM firms have undertaken decisionmaking amidst a range of supply and demand shocks. ...
doi:10.17863/cam.75368
fatcat:p5va6l6ujzcnlnbgqima7eagau
A Review of Complex Systems Approaches to Cancer Networks
[article]
2020
arXiv
pre-print
The emerging field of complex systems has redefined cancer networks as a computational system with intractable algorithmic complexity. ...
However, generating time-series scRNA-Seq data remains both a technical and financial roadblock in computational oncology. ...
Seurat is another pipeline that can be used as a pre-processing tool for cancer data sets. ...
arXiv:2009.12693v2
fatcat:kt3e4bqaufgwlbhx2wbgzftnpe
Trace element fingerprints of Ni–Fe–S–As minerals in subduction channel serpentinites
2021
Lithos
this stage, nickeline singularly enriched in gold formed in equilibrium with the recrystallizing orcelite. ...
Isabel Sánchez Almazo and Rocío Márquez Crespo (CIC, University of Granada) are also acknowledged for their assistance with HR-SEM and FE-SEM analysis respectively. ...
Additional funding for chemical analysis was provided by the Ramón y Cajal Fellowship RYC-2015-17596 to JMGJ. Jesús Montes is acknowledged for his careful preparation of the thin-sections. ...
doi:10.1016/j.lithos.2021.106432
fatcat:uqkxbzqnhjadhl6gytye4y3oze
A New Way Forward: Rebalancing the U.S. Security Cooperation with Greece in a Fast Changing Geostrategic Environment
2018
Applied Finance and Accounting
Based on these facts, Greece should seek direct grant assistance from the United States to deal with the refugee crisis amidst the persistent fiscal constraints that face the Greek government budgets, ...
Then, it will form some concepts of assisting the HNDF to overcome their financial difficulties in the future for modernization needs by using relevant U.S. security cooperation programs. ...
doi:10.11114/afa.v4i1.2950
fatcat:ol3g4zw5azfene4svfl7ektuky
Heads Above the Rest: Examining Head impacts in Canadian High School Football
[article]
2021
Methods: Video analysis was used to identify head impacts in games (n=14) involving two teams that were followed during the 2019 football season. ...
Two authors (with a third to resolve disagreements) completed study screening and assessment of bias. ...
Furthermore, video analysis allows for each player to be monitored without the substantial financial burden that can come with impact monitoring devices. ...
doi:10.11575/prism/38763
fatcat:7g22uhvesngg7omhgmq2fwmxa4
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