{"id":"https://openalex.org/W4385241977","doi":"https://doi.org/10.1007/978-3-031-37649-8_6","title":"AI4U: Modular Framework for\u00a0AI Application Design","display_name":"AI4U: Modular Framework for\u00a0AI Application Design","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385241977","doi":"https://doi.org/10.1007/978-3-031-37649-8_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37649-8_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_6.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092539098","display_name":"Kamil Wo\u0142oszyn","orcid":"https://orcid.org/0000-0002-9556-0160"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kamil Wo\u0142oszyn","raw_affiliation_strings":["IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-9556-0160","affiliations":[{"raw_affiliation_string":"IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075030356","display_name":"Krzysztof Turchan","orcid":"https://orcid.org/0000-0001-6080-2468"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Turchan","raw_affiliation_strings":["IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0001-6080-2468","affiliations":[{"raw_affiliation_string":"IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I92894754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028676381","display_name":"M. R\u0105pa\u0142a","orcid":"https://orcid.org/0000-0003-3847-1599"},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"M. R\u0105pa\u0142a","raw_affiliation_strings":["CBK PAN - Centrum Badan Kosmicznych PAN, Zielona Gora, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3847-1599","affiliations":[{"raw_affiliation_string":"CBK PAN - Centrum Badan Kosmicznych PAN, Zielona Gora, Poland","institution_ids":["https://openalex.org/I122697084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073372081","display_name":"Krzysztof Piotrowski","orcid":"https://orcid.org/0000-0002-7231-6704"},"institutions":[{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Piotrowski","raw_affiliation_strings":["IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany"],"raw_orcid":"https://orcid.org/0000-0002-7231-6704","affiliations":[{"raw_affiliation_string":"IHP - Leibniz-Institut f\u00fcr innovative Mikroelektronik, Frankfurt (Oder), Germany","institution_ids":["https://openalex.org/I92894754"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092539098"],"corresponding_institution_ids":["https://openalex.org/I92894754"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4177457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.8339732885360718},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7154178023338318},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6300567388534546},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.612427830696106},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.5320521593093872},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4430381655693054},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2017393410205841},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15838995575904846}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.8339732885360718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7154178023338318},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6300567388534546},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.612427830696106},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.5320521593093872},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4430381655693054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2017393410205841},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15838995575904846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37649-8_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_6.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-37649-8_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_6.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G278516656","display_name":null,"funder_award_id":"85038043","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5634946813","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8937893370","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320337753","funder_display_name":"Interreg"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385241977.pdf"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2034495995","https://openalex.org/W2092764349"],"related_works":["https://openalex.org/W2378076731","https://openalex.org/W4286888643","https://openalex.org/W3210795196","https://openalex.org/W2088988140","https://openalex.org/W2803103875","https://openalex.org/W2103019253","https://openalex.org/W2951529875","https://openalex.org/W2391453316","https://openalex.org/W2297768894","https://openalex.org/W1975570126"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"presents":[3],"the":[4,22,26,32,51,57,62,67],"concepts":[5],"of":[6,16,21,30,38,41,60],"a":[7,45],"universal,":[8],"modular":[9],"framework":[10,49],"that":[11,54],"shall":[12],"enable":[13],"rapid":[14],"development":[15],"AI":[17,63],"applications.":[18],"The":[19,48],"goal":[20],"conceptual":[23],"tool":[24],"is":[25],"versatility":[27],"in":[28],"terms":[29],"changing":[31],"environment,":[33],"as":[34,36],"well":[35],"integration":[37],"different":[39],"types":[40],"sensors":[42],"to":[43],"perform":[44],"specific":[46],"task.":[47],"follows":[50],"Sens4U":[52],"approach":[53],"will":[55],"facilitate":[56],"entire":[58],"process":[59],"building":[61],"applications":[64],"and":[65],"simplify":[66],"testing":[68],"process.":[69]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}