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AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning [article]

Andrés R. Masegosa, Ana M. Martínez, Darío Ramos-López, Rafael Cabañas, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen
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

Gracelin Baskaran
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

José M. González-Jiménez, Fernando Barra, Leonardo N.F. Garrido, Martin Reich, Takako Satsukawa, Rurik Romero, Eduardo Salazar, Vanessa Colás, Felipe Orellana, Osvaldo Rabbia, Gaëlle Plissart, Diego Morata
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

Darío Ramos-López, Andrés R. Masegosa, Ana M. Martínez, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen
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

Svetlana Fernandes, Aninda Mazumdar, Sabyasachi Bhattacharya, Aditya Peketi, Tarunendu Mapder, Rimi Roy, Mary Ann Carvalho, Chayan Roy, P. Mahalakshmi, Rheane Da Silva, P. L. Srinivasa Rao, Suman Kumar Banik (+1 others)
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

Michael L Anthony, Nilotpal Chowdhury, Mayank Mishra, Sudheer Tale, Kunnumbrath Arathi, Shalinee Rao
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

E. C. Merem, Y. A. Twumasi, J. Wesley, D. Olagbegi, M. Crisler, C. Romorno, M. Alsarari, P. Isokpehi, M. Alrefai, S. Ochai, E. Nwagboso, S. Fageir (+1 others)
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

Kunio Miyake, Akio Kawaguchi, Ryu Miura, Sachiko Kobayashi, Nguyen Quoc Vuong Tran, Sumitaka Kobayashi, Chihiro Miyashita, Atsuko Araki, Takeo Kubota, Zentaro Yamagata, Reiko Kishi
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

Nicola A. Alexander, Wonseok Choi
2015 Education Policy Analysis Archives  
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

Nicola Alexander, Wonseok Choi
2015 Education Policy Analysis Archives  
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

Gracelin Baskaran, Apollo-University Of Cambridge Repository
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]

Abicumaran Uthamacumaran
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

José M. González-Jiménez, Rubén Piña, J. Edward Saunders, Gaëlle Plissart, Claudio Marchesi, José A. Padrón-Navarta, María Ramón-Fernandez, Leonardo N.F. Garrido, Fernando Gervilla
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

Michail Ploumis
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]

Mark Patrick Pankow, University Of Calgary, Carolyn A. Emery
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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