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Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases [chapter]

Rajesh Singh, Anita Gehlot, Dharam Buddhi
2022 Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases  
Chronic Diseases are the most dangerous diseases for humans and have significant effects on human life. Chronic Diseases like heart disease & Diabetes are the main causes of death.  ...  This paper forms the basis of understanding the difficulty of the domain and the amount of efficiency achieved by the various methods recently.  ...  The region-based segmentation will segment the data dependent on the taken-out features using GLCM algorithm.  ... 
doi:10.13052/rp-9788770227667 fatcat:da47mjbbyzfwnbpde7rgbrlppe

Food Security, Safety, and Sustainability—Getting the Trade-Offs Right

Ivar Vågsholm, Naser Shah Arzoomand, Sofia Boqvist
2020 Frontiers in Sustainable Food Systems  
By using artificial intelligence and intelligent packaging major progress is possible, with the added benefit of better control of food fraud.  ...  In this regard could our future trade-offs be informed by the experiences from the use of antimicrobials to intensify food production and from the outbreak of bovine spongiform encephalopathy (BSE) in  ...  Furthermore, food supplies could be better predicted by using big data approaches such as data based on remote sensingmetrology, images, genetic information, as well as laboratory results and historical  ... 
doi:10.3389/fsufs.2020.00016 fatcat:pbadvabbbzerpfl337rgbglzc4

Scientific Opinion on the public health hazards to be covered by inspection of meat (swine)

2011 EFSA Journal  
Human exposure is associated particularly with the consumption of cereal grains (except rice), cereal products, cereal-based mixed dishes, potatoes, leafy vegetables and tap water.  ...  This description will focus on the practical use of the model, by entering parameters into the Parameters sheet, and the interpretation of the results in the Parameters sheet, as well as a brief description  ...  APPENDIX C FROM THE PANEL ON ANIMAL HEALTH AND WELFARE (AHAW PANEL)  ... 
doi:10.2903/j.efsa.2011.2351 fatcat:rmmuwx73zzgr3erxzmesyuzvqu

Stable isotope ratios of H, C, O, N and S for the geographical traceability of Italian rainbow trout ( Oncorhynchus mykiss )

Federica Camin, Matteo Perini, Luana Bontempo, Marco Galeotti, Emilio Tibaldi, Edi Piasentier
2018 Food Chemistry  
Acknowledgments: The author would like to acknowledge the 20 workpackage leaders and the large number of scientists that contribute to FoodIntegrity from the 60 organisations that participate in the project  ...  Acknowledgements: The researchers would like to thank the food manufacturers from Penang, Malaysia for participating in the study. Acknowledgments  ...  contamination in cereal grain samples.  ... 
doi:10.1016/j.foodchem.2017.06.017 pmid:29934170 fatcat:w3a4tqbjm5civnjxs2ax2vlsye

Agriculture 4.0: An Implementation Framework for Food Security Attainment in Nigeria's Post-Covid-19 Era

Samson O. Oruma, Sanjay Misra, Luis Fernandez-Sanz
2021 IEEE Access  
Using data from six digital libraries, the Nigerian Bureau of Statistics, and other internet sources, we conducted a Systematic Literature Review (SLR using PRISMA) on Nigeria's agriculture, food security  ...  The implementation of agriculture 4.0 will substantially contribute to SDG 2 (zero hunger), SDG 3 (good health and well-being), and SDG 8 (decent work and economic growth) of #Envision 2030 of the United  ...  Sanjay Misra appreciates the support of the Covenant University Centre for Research, Innovation, and Discovery (CUCRID), Dr.  ... 
doi:10.1109/access.2021.3086453 fatcat:qn3lhgddmnhg3mu3ezgo5namuq

Modelling of Livestock Systems to Enhance Efficiency

2019 Animal Frontiers  
Red space shows a strong deviation and therefore high risk of later reproductive impairment. Early disease detection based on image analytics.  ...  important tools for interpreting data obtained from on-farm sensors.  ...  It is a great opportunity to be update on the latest publications and other relevant information in the animal sector. We have more than 3500 members already!  ... 
doi:10.1093/af/vfz023 pmid:32055429 pmcid:PMC7009596 fatcat:54nbp4e2b5hn5k7mkix25p4vfe

Abstracts of papers presented at the 1996 Pittsburgh Conference

1996 Journal of Automatic Chemistry  
Tissue extracts were applied to the column and contaminants were washed through. Atrazine retained on the column was then eluted from the column by increasing the polarity of the solvent.  ...  Both reversed-phase HPLC and immunochemical (ELISA) analyses were performed on column eluent fractions.  ...  Analysis of multispectral image data utilizing a neural network based on adaptive response theory Ying X. Noyes and Scott E.  ... 
doi:10.1155/s1463924696000077 pmid:18925007 pmcid:PMC2548056 fatcat:2zjpnsx5ozcotnycltizaa2llm

Biological Activity of Essential Oils from Leaves and Fruits of Pepper Tree (Schinus molle L.) to Control Rice Weevil (Sitophilus oryzae L.)

Verónica Benzi, Natalia Stefanazzi, Adriana A Ferrero
2009 Chilean Journal of Agricultural Research  
Rice weevil (Sitophilus oryzae L.) is a primary insect pest of stored grain. The development of resistance resulted in the application of synthetic insecticides.  ...  In this study, repellent, fumigant activity, nutritional indices, and feeding deterrent action were evaluated on S. oryzae adults.  ...  the Universidad de La Serena (DIULS) and Ricardo León Alcarraz of Agrícola Estero Camisas for the financial support given to the publication of this research.  ... 
doi:10.4067/s0718-58392009000200004 fatcat:ttog5kjj2rhephwaudpx2znbpq

Biomonitoring for occupational health risk assessment (BOHRA)☆

Maurizio Manno, Claude Viau, John Cocker, Claudio Colosio, Larry Lowry, Antonio Mutti, Monica Nordberg, Sheng Wang
2010 Toxicology Letters  
Great Britain (GB) has an alternative approach based on the 90 th percentile value of biological monitoring data from workplaces following good occupational hygiene practice.  ...  clients, from sectors ranging from transport and logistics to construction, and from law enforcement to mining.  ...  Urban sprayers are one of the populations with higher risk of exposure to these xenobiotics.  ... 
doi:10.1016/j.toxlet.2009.05.001 pmid:19446015 fatcat:ptoltklghja6xjrxfptzaryzsm

Maps of quantitative and qualitative data for each of the showcase locations - Synthesis report

Luciane Aguiar Borges, Linda Randall, Shinan Wang
2021 Zenodo  
It synthesizes data from the case study reports, incorporating academic literature as relevant. Comparative national-level data is also presented for food security and resource efficiency.  ...  The analysis is structured around the expected impacts set out in the project proposal, as relevant to each pillar. • Part 3 provides a concise summary of the findings from the maps of quantitative and  ...  , automatic detection of greenhouse temperature and light environment and remote intelligent control technology.  ... 
doi:10.5281/zenodo.4692426 fatcat:7zsopgmlozgm7hjqncxlruwo6m

Land use change The causes and consequences

Alexander Mather
1993 Land Use Policy  
ACKNOWLEDGEMENTS This paper has drawn heavily on the work and advice of many colleagues in ADAS and a valuable dialogue over many years with researchers in the Institute of Terrestrial Ecology.  ...  ACKNOWLEDGEMENTS I would like to thank Drs M Lane, D C Howard and R G H Bunce for providing me with details of the land classes for the Rede catchment; J P Byrne and C Smith for land use change data and  ...  to select and interpret those parts of the information most relevant to the problem in hand.  ... 
doi:10.1016/0264-8377(93)90042-9 fatcat:4nixydblevecfl3g5d4ys7dl5u

Observations on development of natural infection and species composition of small strongyles in young equids in Kentucky

Eugene T. Lyons, Tetiana A. Kuzmina, Sharon C. Tolliver, Sandra S. Collins
2011 Parasitology Research  
The present study aims to provide an analysis of the strongyle populations composition based on different morphotypes of third stage strongyle larvae in naturally infected horses.  ...  Further larval cultures were performed from pooled positive samples for the identification of third-stage larvae (L3) of strongyle nematodes.  ...  ACKNOWLEDGEMENTS This work was supported by a grant of the Romanian National Authority for Scientific Research and Innovation, CNCS -UEFISCDI, project number PN-II-RU-TE-2014-4-1432.  ... 
doi:10.1007/s00436-011-2460-y pmid:21614543 fatcat:s6ak2budxbgspf76irptbz2laa

Low intensity ultrasound

John N Coupland
2004 Food Research International  
The relationships between the ultrasonic properties of foods and many physical and structural parameters have been wellestablished and the motivation of this work is to establish similar relationships  ...  Ultrasonic wave propagation is sensitive to the physical properties and structure of materials and so ultrasonic sensors are used in the non-destructive evaluation of materials.  ...  I will examine the relevant parameters, density, specific heat and cubical expansion coefficient in turn.  ... 
doi:10.1016/j.foodres.2004.01.011 fatcat:5udrvrpmg5e2pkozwe5ohrctyi

Abstracts of the 10th Conference of the Italian Society of Agricultural Engineering

Danilo Monarca, Massimo Cecchini
2013 Journal of Agricultural Engineering  
Technical Notes: are articles with a simple layout and containing limited data (no more than two figures or tables) and a small number of citations (not more than 25).  ...  Title page: including the full title, the name(s) of the author(s), their affiliation and the name of the corresponding author to whom proofs and requests for off-prints should be sent.  ...  High resolution digital terrain models have been produced combining laser imaging detection and ranging data with colour bathymetry techniques.  ... 
doi:10.4081/jae.2013.s1 fatcat:h7ew2cbv35eozilnpl4acjfv5a

IMPACT OF COVID-19 ON HUMAN RIGHT TO ACCESS CLEAN & SAFE DRINKING WATER IN INDIA

SARVESH KUMAR SHAHI, Dr. Moin Athar
2021 Zenodo  
All the views expressed in the paper are based on recent reported incidents and cases pending and decided by the court.  ...  Water is the most essential element for survival of living beings on planet earth.  ...  Consumption theories state shift from cereals to superior variety of cereals like wheat and to pulses, milk, soya, fish and meat.  ... 
doi:10.5281/zenodo.5655766 fatcat:aumozm5juff5fcogqddsuhpfxi
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