{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T19:21:43Z","timestamp":1781551303352,"version":"3.54.5"},"reference-count":35,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2020,2,1]],"date-time":"2020-02-01T00:00:00Z","timestamp":1580515200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2020,2,1]],"date-time":"2020-02-01T00:00:00Z","timestamp":1580515200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2021,12,6]],"date-time":"2021-12-06T00:00:00Z","timestamp":1638748800000},"content-version":"vor","delay-in-days":674,"URL":"http:\/\/www.elsevier.com\/open-access\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Colloid and Interface Science"],"published-print":{"date-parts":[[2020,2]]},"DOI":"10.1016\/j.jcis.2019.10.106","type":"journal-article","created":{"date-parts":[[2019,10,29]],"date-time":"2019-10-29T02:54:12Z","timestamp":1572317652000},"page":"722-729","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":103,"special_numbering":"C","title":["Single and competitive dye adsorption onto chitosan\u2013based hybrid hydrogels using artificial neural network modeling"],"prefix":"10.1016","volume":"560","author":[{"given":"P.S.","family":"Pauletto","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.O.","family":"Gon\u00e7alves","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"L.A.A.","family":"Pinto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"G.L.","family":"Dotto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"N.P.G.","family":"Salau","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jcis.2019.10.106_b0005","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.jphotochem.2019.03.009","article-title":"Methylammonium iodo bismuthate perovskite (CH3NH3)3Bi2I9 as new effective visible light\u2013responsive photocatalyst for degradation of environment pollutants","volume":"376","author":"Bressolin","year":"2019","journal-title":"J. Photochem. Photobiol."},{"key":"10.1016\/j.jcis.2019.10.106_b0010","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1016\/j.jenvman.2018.06.027","article-title":"Optimization and modeling of methyl orange adsorption onto polyaniline nano\u2013adsorbent through response surface methodology and differential evolution embedded neural network","volume":"223","author":"Karri","year":"2018","journal-title":"J. Environ. Manage."},{"key":"10.1016\/j.jcis.2019.10.106_b0015","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1002\/ceat.201800367","article-title":"Single and binary adsorption of food dyes on chitosan\/activated carbon hydrogels","volume":"42","author":"Gon\u00e7alves","year":"2019","journal-title":"Chem. Eng. Technol."},{"key":"10.1016\/j.jcis.2019.10.106_b0020","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.bej.2016.08.008","article-title":"Decolorization of Remazol Brilliant Blue R using a novel acyltransferase\u2013ISCO (in situ chemical oxidation) coupled system","volume":"115","author":"Shu","year":"2016","journal-title":"Biochem. Eng. J."},{"key":"10.1016\/j.jcis.2019.10.106_b0025","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1016\/j.ecoenv.2018.08.012","article-title":"Comparative study of antiestrogenic activity of two dyes after Fenton oxidation and biological degradation","volume":"164","author":"Xie","year":"2018","journal-title":"Ecotox. Environ. Safe."},{"key":"10.1016\/j.jcis.2019.10.106_b0030","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1016\/j.electacta.2018.09.090","article-title":"Experimental and theoretical insights into the electrooxidation pathway of azo\u2013colorants on glassy carbon electrode","volume":"290","author":"Sierra-Rosales","year":"2018","journal-title":"Electrochim. Acta."},{"key":"10.1016\/j.jcis.2019.10.106_b0035","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/j.jcis.2018.05.028","article-title":"Zirconium\u2013based metal organic frameworks loaded on polyurethane foam membrane for simultaneous removal of dyes with different charges","volume":"527","author":"Li","year":"2018","journal-title":"J. Colloid Interface Sci."},{"key":"10.1016\/j.jcis.2019.10.106_b0040","doi-asserted-by":"crossref","first-page":"100823","DOI":"10.1016\/j.jwpe.2019.100823","article-title":"Development of a new PET flow reactor applied to food dyes removal with advanced oxidative processes","volume":"31","author":"Do Nascimento J\u00fanior","year":"2019","journal-title":"J. Water Process. Eng."},{"key":"10.1016\/j.jcis.2019.10.106_b0045","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1016\/j.jes.2018.11.023","article-title":"Environmental application of three\u2013dimensional graphene materials as adsorbents for dyes and heavy metals: review on ice\u2013templating method and adsorption mechanisms","volume":"79","author":"Lai","year":"2019","journal-title":"J. Environ. Sci."},{"key":"10.1016\/j.jcis.2019.10.106_b0050","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1016\/j.apsusc.2019.02.211","article-title":"Bio\u2013based magnetic metal\u2013organic framework nanocomposite: ultrasound\u2013assisted synthesis and pollutant (heavy metal and dye) removal from aqueous media","volume":"30","author":"Mahmoodi","year":"2019","journal-title":"Appl. Surf. Sci."},{"key":"10.1016\/j.jcis.2019.10.106_b0055","doi-asserted-by":"crossref","first-page":"905","DOI":"10.1016\/j.ijbiomac.2019.03.145","article-title":"Separation of anthocyanins extracted from red cabbage by adsorption onto chitosan films","volume":"131","author":"Carvalho","year":"2019","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.jcis.2019.10.106_b0060","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/j.ijbiomac.2019.03.079","article-title":"Alternative synthesis for ZnFe2O4\/chitosan magnetic particles to remove diclofenac from water by adsorption","volume":"131","author":"Santos","year":"2019","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.jcis.2019.10.106_b0065","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.ijbiomac.2019.01.098","article-title":"Pb(\u0399\u0399) removal from water using porous hydrogel of chitosan\u20132D montmorillonite","volume":"128","author":"Wang","year":"2019","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.jcis.2019.10.106_b0070","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1016\/j.physe.2018.01.008","article-title":"Removal of textile dyes by carbon nanotubes: a comparison between adsorption and UV assisted photocatalysis","volume":"99","author":"Dutta","year":"2018","journal-title":"Physica E. Low Dimens. Syst. Nanostruct."},{"key":"10.1016\/j.jcis.2019.10.106_b0075","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1016\/j.carbpol.2007.04.001","article-title":"Effect of activated carbon on the properties of carboxymethylcellulose\/activated carbon hybrid hydrogels synthesized by \u03b3\u2013radiation technique","volume":"70","author":"Qiu","year":"2007","journal-title":"Carbohydr. Polym."},{"key":"10.1016\/j.jcis.2019.10.106_b0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.msec.2019.109861","article-title":"Carbon nanotube composite hydrogels for vocal fold tissue engineering: Biocompatibility, rheology, and porosity","volume":"103","author":"Ravanbakhsh","year":"2019","journal-title":"Mater. Sci. Eng.: C"},{"key":"10.1016\/j.jcis.2019.10.106_b0085","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.ijbiomac.2018.05.140","article-title":"Poly(AA\u2013co\u2013VPA) hydrogel cross\u2013linked with N\u2013maleyl chitosan as dye adsorbent: Isotherms, kinetics and thermodynamic investigation","volume":"117","author":"Nakhjiri","year":"2018","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.jcis.2019.10.106_b0090","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1016\/j.carbpol.2018.12.002","article-title":"Comparative study on the behaviour of Chitosan-Gelatin based Hydrogel and nanocomposite ion exchanger synthesized under microwave conditions towards photocatalytic removal of cationic dyes","volume":"207","author":"Kaur","year":"2019","journal-title":"Carbohyd. Polym."},{"key":"10.1016\/j.jcis.2019.10.106_b0095","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.jclepro.2018.12.217","article-title":"Ultrahigh adsorption capacities for anionic and cationic dyes from wastewater using only chitosan","volume":"214","author":"Ma","year":"2019","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.jcis.2019.10.106_b0100","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1016\/j.ijbiomac.2018.09.186","article-title":"Synthesis of a bio\u2013based polyurethane\/chitosan composite foam using ricinoleic acid for the adsorption of Food Red 17 dye","volume":"121","author":"Schio","year":"2019","journal-title":"Int. J. Biol. Macromol."},{"key":"10.1016\/j.jcis.2019.10.106_b0105","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1016\/j.jhazmat.2018.12.120","article-title":"Modified magnetic chitosan microparticles as novel superior adsorbents with huge \u201cforce field\u201d for capturing food dyes","volume":"367","author":"Zheng","year":"2019","journal-title":"J. Hazard. Mat."},{"key":"10.1016\/j.jcis.2019.10.106_b0110","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/j.jiec.2017.06.018","article-title":"Ultrasound\u2013assisted binary adsorption of dyes onto Mn@ CuS\/ZnS\u2013NC\u2013AC as a novel adsorbent: Application of chemometrics for optimization and modeling","volume":"54","author":"Asfaram","year":"2017","journal-title":"J. Ind. Eng. Chem."},{"key":"10.1016\/j.jcis.2019.10.106_b0115","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.chemolab.2018.02.010","article-title":"Multivariate optimization of Pb(II) removal for clinoptilolite\u2013rich tuffs using genetic programming: A computational approach","volume":"177","author":"Tzuc","year":"2018","journal-title":"Chemom. Intell. Lab. Syst."},{"key":"10.1016\/j.jcis.2019.10.106_b0120","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.jenvman.2018.10.017","article-title":"Modelling dye removal by adsorption onto water treatment residuals using combined response surface methodology\u2013artificial neural network approach","volume":"231","author":"Gedekar","year":"2019","journal-title":"J. Environ. Manage."},{"key":"10.1016\/j.jcis.2019.10.106_b0125","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1007\/s10924-015-0730-y","article-title":"Preparation of chitosan with different characteristics and its application for biofilms production","volume":"23","author":"Moura","year":"2015","journal-title":"J. Polym. Environ."},{"key":"10.1016\/j.jcis.2019.10.106_b0130","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/j.molliq.2016.11.067","article-title":"Development of chitosan based hybrid hydrogels for dyes removal from aqueous binary system","volume":"225","author":"Gon\u00e7alves","year":"2017","journal-title":"J. Mol. Liq."},{"key":"10.1016\/j.jcis.2019.10.106_b0135","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.cej.2011.12.046","article-title":"External mass transfer and hindered diffusion of organic compounds in the adsorption on activated carbon cloth","volume":"183","author":"Leyva-Ramos","year":"2012","journal-title":"Chem. Eng. J."},{"key":"10.1016\/j.jcis.2019.10.106_b0140","doi-asserted-by":"crossref","first-page":"870","DOI":"10.1016\/j.jiec.2013.06.017","article-title":"A modeling study by response surface methodology (RSM) and artificial neural network (ANN) on Cu2+ adsorption optimization using light expended clay aggregate (LECA)","volume":"20","author":"Shojaeimehr","year":"2014","journal-title":"J. Ind. Eng. Chem."},{"key":"10.1016\/j.jcis.2019.10.106_b0145","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.molliq.2017.12.030","article-title":"Insights and pitfalls of artificial neural network modeling of competitive multi\u2013metallic adsorption data","volume":"251","author":"Mendoza-Castillo","year":"2018","journal-title":"J. Mol. Liq."},{"key":"10.1016\/j.jcis.2019.10.106_b0150","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.cis.2017.04.015","article-title":"Applications of artificial neural networks for adsorption removal of dyes from aqueous solution: A review","volume":"245","author":"Ghaedi","year":"2017","journal-title":"Adv. Colloid. Interfac."},{"key":"10.1016\/j.jcis.2019.10.106_b0155","doi-asserted-by":"crossref","first-page":"7152","DOI":"10.1016\/j.jece.2018.11.013","article-title":"Artificial neural network (ANN) and adaptive neuro\u2013fuzzy interference system (ANFIS) modelling for nickel adsorption onto agro\u2013wastes and commercial activated carbon","volume":"6","author":"Souza","year":"2018","journal-title":"J. Environ. Chem. Eng."},{"key":"10.1016\/j.jcis.2019.10.106_b0160","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.carbpol.2015.09.017","article-title":"Chitosan hydrogel beads impregnated with hexadecylamine for improved reactive blue 4 adsorption","volume":"137","author":"Vakili","year":"2016","journal-title":"Carbohydr. Polym."},{"key":"10.1016\/j.jcis.2019.10.106_b0165","doi-asserted-by":"crossref","first-page":"2952","DOI":"10.1039\/C7TB00101K","article-title":"Construction of blood compatible lysine\u2013immobilized chitin\/carbon nanotube microspheres and potential applications for blood purified therapy","volume":"5","author":"Wu","year":"2017","journal-title":"J. Mater. Chem. B."},{"key":"10.1016\/j.jcis.2019.10.106_b0170","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.jcis.2014.02.028","article-title":"Chitosan scaffold as an alternative adsorbent for the removal of hazardous food dyes from aqueous solutions","volume":"424","author":"Esquerdo","year":"2014","journal-title":"J. Colloid Interface Sci."},{"key":"10.1016\/j.jcis.2019.10.106_b0175","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.chemolab.2018.07.012","article-title":"Modeling of simultaneous adsorption of dye and metal ion by sawdust from aqueous solution using of ANN and ANFIS","volume":"181","author":"Dolatobadi","year":"2018","journal-title":"Chemom. Intell. Lab. Syst."}],"container-title":["Journal of Colloid and Interface Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0021979719312937?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0021979719312937?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:27:49Z","timestamp":1758266869000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0021979719312937"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2]]},"references-count":35,"alternative-id":["S0021979719312937"],"URL":"https:\/\/doi.org\/10.1016\/j.jcis.2019.10.106","relation":{},"ISSN":["0021-9797"],"issn-type":[{"value":"0021-9797","type":"print"}],"subject":[],"published":{"date-parts":[[2020,2]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Single and competitive dye adsorption onto chitosan\u2013based hybrid hydrogels using artificial neural network modeling","name":"articletitle","label":"Article Title"},{"value":"Journal of Colloid and Interface Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jcis.2019.10.106","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2019 Elsevier Inc.","name":"copyright","label":"Copyright"}]}}