{"id":"https://openalex.org/W4414116913","doi":"https://doi.org/10.1109/fuzz62266.2025.11152221","title":"Interpretable Fuzzy Systems For Forward Osmosis Desalination","display_name":"Interpretable Fuzzy Systems For Forward Osmosis Desalination","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4414116913","doi":"https://doi.org/10.1109/fuzz62266.2025.11152221"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz62266.2025.11152221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz62266.2025.11152221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2602.08050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117540372","display_name":"Qusai Khaled","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Qusai Khaled","raw_affiliation_strings":["Eindhoven University of Technology,Jheronimus Academy of Data Science,Eindhoven,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Jheronimus Academy of Data Science,Eindhoven,The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080242338","display_name":"Uzay Kaymak","orcid":"https://orcid.org/0000-0002-4500-9098"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Uzay Kaymak","raw_affiliation_strings":["Eindhoven University of Technology,Jheronimus Academy of Data Science,Eindhoven,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Jheronimus Academy of Data Science,Eindhoven,The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056706542","display_name":"Laura Genga","orcid":"https://orcid.org/0000-0001-8746-8826"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Laura Genga","raw_affiliation_strings":["Eindhoven University of Technology,School of Industrial Engineering,Eindhoven,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,School of Industrial Engineering,Eindhoven,The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117540372"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22550442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10197","display_name":"Membrane Separation Technologies","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10197","display_name":"Membrane Separation Technologies","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9621999859809875},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5511999726295471},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5094000101089478},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47540000081062317},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3776000142097473},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.34779998660087585},{"id":"https://openalex.org/keywords/desalination","display_name":"Desalination","score":0.34209999442100525}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9621999859809875},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5511999726295471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5267000198364258},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5094000101089478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.508899986743927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48559999465942383},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47540000081062317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4562000036239624},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3776000142097473},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.34779998660087585},{"id":"https://openalex.org/C2776870568","wikidata":"https://www.wikidata.org/wiki/Q190873","display_name":"Desalination","level":3,"score":0.34209999442100525},{"id":"https://openalex.org/C2994116986","wikidata":"https://www.wikidata.org/wiki/Q190873","display_name":"Water desalination","level":4,"score":0.34049999713897705},{"id":"https://openalex.org/C81842627","wikidata":"https://www.wikidata.org/wiki/Q2357011","display_name":"Forward osmosis","level":4,"score":0.3077999949455261},{"id":"https://openalex.org/C2992151728","wikidata":"https://www.wikidata.org/wiki/Q474883","display_name":"Water utility","level":3,"score":0.30660000443458557},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.2955000102519989},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2939000129699707},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2531999945640564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2524999976158142},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2508000135421753}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/fuzz62266.2025.11152221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz62266.2025.11152221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2602.08050","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.08050","pdf_url":"https://arxiv.org/pdf/2602.08050","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.tue.nl:publications/108486fc-8bb5-49da-807b-2e1fa71a5b88","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/108486fc-8bb5-49da-807b-2e1fa71a5b88","pdf_url":"https://pure.tue.nl/ws/files/367341391/Interpretable_Fuzzy_Systems_For_Forward_Osmosis_Desalination.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khaled, Q, Kaymak, U & Genga, L 2025, Interpretable Fuzzy Systems For Forward Osmosis Desalination. in 2025 IEEE International Conference on Fuzzy Systems, FUZZ 2025., 11152221, Institute of Electrical and Electronics Engineers, 2025 IEEE International Conference on Fuzzy Systems, FUZZ IEEE 2025, Reims, France, 6/07/25. https://doi.org/10.1109/FUZZ62266.2025.11152221","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:doi:10.48550/arxiv.2602.08050","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2602.08050","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.08050","pdf_url":"https://arxiv.org/pdf/2602.08050","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1197622812","https://openalex.org/W1555195839","https://openalex.org/W2012057473","https://openalex.org/W2016086965","https://openalex.org/W2016563381","https://openalex.org/W2022051679","https://openalex.org/W2022598688","https://openalex.org/W2041075774","https://openalex.org/W2052126858","https://openalex.org/W2089962878","https://openalex.org/W2109453811","https://openalex.org/W2119893066","https://openalex.org/W2132037635","https://openalex.org/W2145479133","https://openalex.org/W2159371584","https://openalex.org/W2168598251","https://openalex.org/W2247415374","https://openalex.org/W2484215240","https://openalex.org/W2887695198","https://openalex.org/W2981731882","https://openalex.org/W3013623430","https://openalex.org/W3033432535","https://openalex.org/W3081756357","https://openalex.org/W3094003808","https://openalex.org/W4234836739","https://openalex.org/W4307134460","https://openalex.org/W4378233791","https://openalex.org/W4381849781","https://openalex.org/W4394711308"],"related_works":["https://openalex.org/W1999362653","https://openalex.org/W3109340276","https://openalex.org/W3015742614","https://openalex.org/W3114553067","https://openalex.org/W2899462221","https://openalex.org/W2351387726","https://openalex.org/W1982300567","https://openalex.org/W2344970400","https://openalex.org/W2160163390","https://openalex.org/W2050465512"],"abstract_inverted_index":{"Preserving":[0],"interpretability":[1,19,27,87],"in":[2],"fuzzy":[3,32],"rule-based":[4],"systems":[5],"(FRBS)":[6],"is":[7],"vital":[8],"for":[9,42,58,97],"water":[10,98],"treatment,":[11],"where":[12],"decisions":[13],"impact":[14],"public":[15],"health.":[16],"While":[17],"structural":[18,90],"has":[20],"been":[21],"addressed":[22],"using":[23],"multi-objective":[24],"algorithms,":[25],"semantic":[26,86],"often":[28],"suffers":[29],"due":[30],"to":[31,46,65,81],"sets":[33],"with":[34],"low":[35],"distinguishability.":[36],"We":[37],"propose":[38],"a":[39],"human-in-the-loop":[40],"approach":[41,76],"developing":[43],"interpretable":[44],"FRBS":[45,83],"predict":[47],"forward":[48],"osmosis":[49],"desalination":[50],"productivity.":[51],"Our":[52],"method":[53],"integrates":[54],"expert-driven":[55],"grid":[56],"partitioning":[57],"distinguishable":[59],"membership":[60],"functions,":[61],"domain-guided":[62],"feature":[63],"engineering":[64],"reduce":[66],"redundancy,":[67],"and":[68,88],"rule":[69],"pruning":[70],"based":[71],"on":[72],"firing":[73],"strength.":[74],"This":[75],"achieved":[77],"comparable":[78],"predictive":[79],"performance":[80],"cluster-based":[82],"while":[84],"maintaining":[85],"meeting":[89],"complexity":[91],"constraints,":[92],"providing":[93],"an":[94],"explainable":[95],"solution":[96],"treatment":[99],"applications.":[100]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
