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An Ensemble Learning Based Classification Approach for the Prediction of Household Solid Waste Generation

Abdallah Namoun, Burhan Rashid Hussein, Ali Tufail, Ahmed Alrehaili, Toqeer Ali Syed, Oussama BenRhouma
<span title="2022-05-05">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
However, identifying the best machine learning model to predict solid waste generation is a challenging endeavor, especially in view of the limited datasets and lack of important predictive features.  ...  Recent studies have started applying machine learning techniques to prognosticate solid waste generation to assist authorities in the efficient planning of waste management processes, including collection  ...  [28] proposed a machine-learning-based approach to estimate daily and weekly waste generation at a building scale.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s22093506">doi:10.3390/s22093506</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35591195">pmid:35591195</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC9104882/">pmcid:PMC9104882</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sypt7fqyynakxiubxrht2zb2mu">fatcat:sypt7fqyynakxiubxrht2zb2mu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220507213948/https://mdpi-res.com/d_attachment/sensors/sensors-22-03506/article_deploy/sensors-22-03506.pdf?version=1651733092" 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/43/d7/43d79e10851c673e32d1bcfba578c6afbbc29ba8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s22093506"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9104882" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Solid Waste Analysis Using Open-Access Socio-Economic Data

Jürgen Dunkel, David Dominguez, Óscar G. Borzdynski, Ángel Sánchez
<span title="2022-01-21">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
In particular, we use several machine learning data regression (Support Vector, Gradient Boosting, and Random Forest) and clustering models (k-means) to respectively predict waste production for OECD countries  ...  Nowadays, problems related with solid waste management become a challenge for most countries due to the rising generation of waste, related environmental issues, and associated costs of produced wastes  ...  In particular, we apply several Machine Learning (ML) models for solid waste prediction at the country level using demographic and socio-economic data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su14031233">doi:10.3390/su14031233</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jbvmswdgdvf2vgn6uw6zady7si">fatcat:jbvmswdgdvf2vgn6uw6zady7si</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220201094402/https://mdpi-res.com/d_attachment/sustainability/sustainability-14-01233/article_deploy/sustainability-14-01233-v2.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/7e/71/7e7190180da9e981cfc261ac4455ac00599b4ab3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su14031233"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Modeling the Amount of Waste Generated by Households in the Greater Accra Region Using Artificial Neural Networks

Charlotte Chapman-Wardy, Louis Asiedu, Kwabena Doku-Amponsah, Felix O. Mettle, Jonathan Haughton
<span title="2021-08-14">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y3xmhz2eofgshewiiq42a3bnsa" style="color: black;">Journal of Environmental and Public Health</a> </i> &nbsp;
This study used two algorithms, namely, Levenberg–Marquardt and the Bayesian regularization, to estimate the parameters of an artificial neural network model fitted to predict the average monthly waste  ...  generated and critically assess the factors that influence solid waste generation in some selected districts of the Greater Accra region.  ...  Two machine learning algorithms, namely, decision trees and neural networks, were applied to build the models. eir results showed that machine learning algorithms can successfully be used to generate waste  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/8622105">doi:10.1155/2021/8622105</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34434243">pmid:34434243</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8382528/">pmcid:PMC8382528</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/syxwlua5pfg63abkj3zp4a5pbe">fatcat:syxwlua5pfg63abkj3zp4a5pbe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211205090930/https://downloads.hindawi.com/journals/jeph/2021/8622105.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/17/86/1786eff0badb79f258ffa0af9e1e15b0f09c7e22.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/8622105"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382528" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator

Monika Kuffer, Jiong Wang, Michael Nagenborg, Karin Pfeffer, Divyani Kohli, Richard Sliuzas, Claudio Persello
<span title="2018-11-01">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
At the operational level, we compare available municipal maps showing identified deprived areas with the spatial extent of morphological mapped areas of deprived living conditions (using EO) at the city  ...  At the technical level, we compare several EO-based methods and imagery for mapping deprived living conditions, discussing their ability to map such areas including differences in terms of accuracy and  ...  Acknowledgments: We would like to acknowledge the support of the DYNASLUM project, which is managed by the Dutch national research council (NWO) and the Dutch organization for ICT in education and research  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi7110428">doi:10.3390/ijgi7110428</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vzsmzvdderdnfgjbyfy5wlptpi">fatcat:vzsmzvdderdnfgjbyfy5wlptpi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502125559/https://res.mdpi.com/ijgi/ijgi-07-00428/article_deploy/ijgi-07-00428-v2.pdf?filename=&amp;attachment=1" 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/32/6e/326ef23e02ea04503a728d4d7f441412f92fecda.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi7110428"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Supporting Urban Planning of Low-Carbon Precincts: Integrated Demand Forecasting

Steffen Lehmann, Atiq Zaman, John Devlin, Nicholas Holyoak
<span title="2013-12-09">2013</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
The resulting tool will allow urban planners, municipalities and developers to assess the future total demands for energy, transport, waste and water whilst in the planning phase.  ...  in different city contexts.  ...  Acknowledgements This article was supported by the Zero Waste Research Centre for Sustainable Design and Behaviour (sd+b) and the China-Australia Centre for Sustainable Urban Development (CAC_SUD) at the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su5125289">doi:10.3390/su5125289</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/voknwcmw7behbnjbeyljcppwxu">fatcat:voknwcmw7behbnjbeyljcppwxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151222064551/http://www.mdpi.com:80/2071-1050/5/12/5289/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/af/2e/af2eaed175f01bd7dddcdd0babde92b5eac0df78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su5125289"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Waste generation, Wealth and GHG emissions from the waste sector: Is Denmark on the path towards Circular Economy?

Cosimo Magazzino, Marco Mele, Nicolas Schneider, Samuel Asumadu Sarkodie
<span title="2020-09-25">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mnx2gvhrkjegbonn36api4zcwe" style="color: black;">Science of the Total Environment</a> </i> &nbsp;
Municipal solid waste (MSW) is one of the most urgent issues associated with economic growth and urban population.  ...  Through numerous tests in Machine Learning, we arrive at results that imply how economic growth, identifiable by changes in per capita GDP, affects the acceleration and the velocity of the neural signal  ...  Supplementary data Supplementary data to this article can be found online at https://doi. org/10.1016/j.scitotenv.2020.142510.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scitotenv.2020.142510">doi:10.1016/j.scitotenv.2020.142510</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33032130">pmid:33032130</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7518198/">pmcid:PMC7518198</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s5bqmteanzgcldptyom3dx3ubi">fatcat:s5bqmteanzgcldptyom3dx3ubi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717022928/https://nordopen.nord.no/nord-xmlui/bitstream/handle/11250/2728197/Magazzino.pdf?sequence=4" 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/86/26/8626171db5e2287a708a28e90a2d1ddbeafdbf83.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scitotenv.2020.142510"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7518198" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Human dependence on natural resources in rapidly urbanising South African regions

Stefano Balbi, Odirilwe Selomane, Nadia Sitas, Ryan Blanchard, Ilse Kotzee, Patrick O'Farrell, Ferdinando Villa
<span title="2019-03-29">2019</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4gdzpwrn2je35h3xecizajmcna" style="color: black;">Environmental Research Letters</a> </i> &nbsp;
Subsequently, we test the validity of these predictions using alternative, open access data in the eThekwini and Cape Town metropolitan areas of South Africa.  ...  , formality status of settlement, population density, and in-migration rate to the area.  ...  The use of census data as a complement to other data has long been done for Small Area Estimation Yu 1994, Pfeffermann 2002) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1748-9326/aafe43">doi:10.1088/1748-9326/aafe43</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gju22ohq2baztpi6sxwcwlvxiq">fatcat:gju22ohq2baztpi6sxwcwlvxiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502004456/https://iopscience.iop.org/article/10.1088/1748-9326/aafe43/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/58/8f/588f234374b2afef3463c4872fdfa9161cf5b423.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1748-9326/aafe43"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

A Quantitative Method for Prediction of Environmental Aspects in Construction Sites of Residential Buildings

Luis Borja, Sandro César, Rita Cunha, Asher Kiperstok
<span title="2018-06-04">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
, generation and irregular disposal of waste [9] [10] [11] [12] , traffic problems and land use conflicts [13, 14] , and emission of noise and dust [15, 16] .  ...  The results suggest the usefulness of the method in the decision-making process on the allocation of control systems and, in some cases, recommending the execution of off-site services to reduce the impacts  ...  ) and 0.36 h·m −2 (CS2) in hours of machine use per area of land.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su10061870">doi:10.3390/su10061870</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ezvd4losojcvpcnr2yaqjwwwfi">fatcat:ezvd4losojcvpcnr2yaqjwwwfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728065335/https://res.mdpi.com/def50200e8fc78f9c09ca94035d9cfa914b935d130cc4b246f85e30746028fd3f9df539a665d0c832ed4531ccb0a4bf53f34f535a20f6aac6176ce3e55dd232201ae148894ed753105d3967554700f671f0abca53fbcfeab509189e107f0c199f97795448c21efb78569e49e1595cc1e57c6034fb0f9ed79b5907278faf861626e57f92e118371e085c8c4d075c694f20fecb39e5ead88d565ce8022728572f87b5df6f3a0?filename=&amp;attachment=1" 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/e5/ac/e5ac5da0634889cac1bac83d3003fa6fa1e9fe2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su10061870"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Development of Computer Vision Algorithms for Multi-class Waste Segregation and Their Analysis

Neeraja Narayanswamy, A. R. Abdul Rajak, Shazia Hasan
<span title="2022-04-19">2022</span> <i title="Ital Publication"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pzh7fcnla5d4ni6s4eqgv7uk5e" style="color: black;">Emerging Science Journal</a> </i> &nbsp;
Due to a lack of safety standards in developing countries, waste collection is often done manually by domestic helpers, or "rag-pickers". Such a process risks individual and public health.  ...  The waste collection methods may ultimately cause waste to become non-recyclable due to cross-contamination.  ...  [16] estimated the generation rate of different plastic wastes by machine learning and made revenue recovery from the recycling process. Xu et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.28991/esj-2022-06-03-015">doi:10.28991/esj-2022-06-03-015</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3nnkvqraqfewpol74hbgi4hwhm">fatcat:3nnkvqraqfewpol74hbgi4hwhm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220423010357/https://www.ijournalse.org/index.php/ESJ/article/download/901/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/ba/4c/ba4c9983bd97aa33b1d5c47578d2bf6c5ea69d44.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.28991/esj-2022-06-03-015"> <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>

Spatio-temporal multidimensional collective data analysis for providing comfortable living anytime and anywhere

Naonori Ueda, Futoshi Naya
<span title="">2018</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sqmhhstt3jaevo25kzxbew33h4" style="color: black;">APSIPA Transactions on Signal and Information Processing</a> </i> &nbsp;
Machine learning is a promising technology for analyzing diverse types of big data.  ...  event spaces and urban areas.  ...  process prediction in machine learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/atsip.2018.4">doi:10.1017/atsip.2018.4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5anb5fwe4vbnvkqtcgrmgdlika">fatcat:5anb5fwe4vbnvkqtcgrmgdlika</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503074456/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/F504ECADF36841A0AE74185EBA69D198/S2048770318000045a.pdf/div-class-title-spatio-temporal-multidimensional-collective-data-analysis-for-providing-comfortable-living-anytime-and-anywhere-div.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/22/e0/22e0d80c39c6b3230c2859e558de0f4dd6343d7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/atsip.2018.4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> cambridge.org </button> </a>

Extending Data for Urban Health Decision-Making: a Menu of New and Potential Neighborhood-Level Health Determinants Datasets in LMICs

Dana R. Thomson, Catherine Linard, Sabine Vanhuysse, Jessica E. Steele, Michal Shimoni, José Siri, Waleska Teixeira Caiaffa, Megumi Rosenberg, Eléonore Wolff, Taïs Grippa, Stefanos Georganos, Helen Elsey
<span title="2019-06-18">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zggyesd2wvbrrpk35k57rho73q" style="color: black;">Journal of urban health</a> </i> &nbsp;
For data scientists, we flag area-level indicators at city and sub-city scales identified by health decision-makers in the SDGs, Urban HEART, and other initiatives.  ...  Not only can these data be used to directly calculate neighborhood- and city-level indicators, they can be combined with survey, census, administrative and health system data to model household- and individual-level  ...  about their data needs and ideas for improving area-level urban health determinants datasets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11524-019-00363-3">doi:10.1007/s11524-019-00363-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31214975">pmid:31214975</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6677870/">pmcid:PMC6677870</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pb3izydqkrbqrfebnzxmc4s4o4">fatcat:pb3izydqkrbqrfebnzxmc4s4o4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200510115434/https://link.springer.com/content/pdf/10.1007/s11524-019-00363-3.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/7a/c9/7ac9c12848c562dd318989d773058f360898b1c0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11524-019-00363-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6677870" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Data Mining and Machine Learning to Promote Smart Cities: A Systematic Review from 2000 to 2018

Jovani Souza, Antonio Francisco, Cassiano Piekarski, Guilherme Prado
<span title="2019-02-19">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
Smart cities (SC) promote economic development, improve the welfare of their citizens, and help in the ability of people to use technologies to build sustainable services.  ...  As such, the aim of this research is to present a systematic review regarding data mining (DM) and machine learning (ML) approaches adopted in the promotion of smart cities.  ...  In their research, Abbasi and El Hanandeh [31] developed a predictive model for accurate generation of municipal solid waste (MSW).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su11041077">doi:10.3390/su11041077</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4kelzsmpvnd5reu3uioxtgavty">fatcat:4kelzsmpvnd5reu3uioxtgavty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502222848/https://res.mdpi.com/sustainability/sustainability-11-01077/article_deploy/sustainability-11-01077.pdf?filename=&amp;attachment=1" 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/04/b5/04b55233b72a6ff2f69f2eb1d8ad32590508e733.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su11041077"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Mumbai: A Vision of Smart City for Sustainable Development and Citizen Friendly

Mr. Shardul P. Gavande
<span title="2022-02-28">2022</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
The main focus to develop smart city is to provide with high end infrastructure, excellent services and access to these services is governed based on connectivity at different levels between the administration  ...  Abstract: Mumbai being the largest city of India, capital of Maharashtra and one of the most populous cities in the world with current estimated population of about 12.4 million it is the world's 37th  ...  Also, the data generated by ICT are used in data analytics in various urban fields and the IoT through data mining techniques, analyzed and utilized by data analytics such as machine learning and deep  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.40254">doi:10.22214/ijraset.2022.40254</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c4cu37o2pnbt3nbjbwitq3ya3y">fatcat:c4cu37o2pnbt3nbjbwitq3ya3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220211200923/https://www.ijraset.com/best-journal/mumbai-a-vision-of-smart-city-for-sustainable-development" 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/e4/68/e468b12d3b17111f22b2f0ad93cfbf185d61620f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.40254"> <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>

Applying the FFP Approach to Wider Land Management Functions

Kathrine Kelm, Sarah Antos, Robin McLaren
<span title="2021-07-09">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7ixbv73hanfolor6ms2zcqigse" style="color: black;">Land</a> </i> &nbsp;
tenure, such as the use of autonomous drones and machine learning techniques applied to image analysis.  ...  A case study methodology, using three case studies, is used to determine if the case study approaches meet the FFP criteria.  ...  Acknowledgments: The authors would like to thank Stig Enemark for encouraging the publication of this paper, Simon Willis for providing help with the references and William Mackaness for providing excellent  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/land10070723">doi:10.3390/land10070723</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nw5ccreldfenhosvuyahppgziy">fatcat:nw5ccreldfenhosvuyahppgziy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210711215420/https://res.mdpi.com/d_attachment/land/land-10-00723/article_deploy/land-10-00723.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/a3/91/a39146bca8410f0b4e0578a19b00fe18eeee084b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/land10070723"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Waste Management in IoT- Enabled Smart Cities: A Survey

Nalavadi Srikantha
<span title="2017-06-01">2017</span> <i title="Valley International"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7itxqhdltnewtn4ueymnlhnkea" style="color: black;">International Journal Of Engineering And Computer Science</a> </i> &nbsp;
Waste management involves not only the collection of the waste in the field but also the transport and disposal to the appropriate locations.  ...  In a city, this leads to Smart City frameworks. Intelligent services could be offered on top of such information related to any aspect of humans' activities.  ...  The paper presents a novel approach to collecting municipal solid waste in residential and commercial buildings using IoT Technology.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v6i5.53">doi:10.18535/ijecs/v6i5.53</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gz5udib7mnhzph77tmlkb5p7p4">fatcat:gz5udib7mnhzph77tmlkb5p7p4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180601224934/http://ijecs.in/issue/v6-i5/53%20ijecs.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/ab/d1/abd1356efee2a161e7125a653dda61eaa738d277.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v6i5.53"> <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>
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