{"id":"https://openalex.org/W2982490515","doi":"https://doi.org/10.1007/978-3-030-30809-4_35","title":"Big Data Dimensionality Reduction for\u00a0Wireless Sensor Networks Using Stacked Autoencoders","display_name":"Big Data Dimensionality Reduction for\u00a0Wireless Sensor Networks Using Stacked Autoencoders","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2982490515","doi":"https://doi.org/10.1007/978-3-030-30809-4_35","mag":"2982490515"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-30809-4_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30809-4_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066059684","display_name":"Muneeba Sirshar","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muneeba Sirshar","raw_affiliation_strings":["School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1905-4802","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103147952","display_name":"Sajid Saleem","orcid":"https://orcid.org/0000-0003-1853-5364"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK","SA"],"is_corresponding":true,"raw_author_name":"Sajid Saleem","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1853-5364","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025328314","display_name":"Muhammad Ilyas","orcid":"https://orcid.org/0000-0003-0308-4361"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Muhammad U. Ilyas","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-0308-4361","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of\u00a0Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019797241","display_name":"Muhammad Murtaza Khan","orcid":"https://orcid.org/0000-0002-3255-4812"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Muhammad Murtaza Khan","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-3255-4812","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041388008","display_name":"Mohammed Saeed Alkatheiri","orcid":"https://orcid.org/0000-0001-8172-8375"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Saeed Alkatheiri","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-8172-8375","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018783541","display_name":"Jalal S. Alowibdi","orcid":"https://orcid.org/0000-0003-4928-4246"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Jalal S. Alowibdi","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4928-4246","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, 23890, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103147952"],"corresponding_institution_ids":["https://openalex.org/I4210099699","https://openalex.org/I929597975"],"apc_list":null,"apc_paid":null,"fwci":0.2402,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41674091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9962000250816345,"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":0.9962000250816345,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8951416015625},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8747403621673584},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6467809677124023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6145912408828735},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5675780773162842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.533526599407196},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5281450748443604},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4951094686985016},{"id":"https://openalex.org/keywords/sparse-pca","display_name":"Sparse PCA","score":0.4949776530265808},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.47634342312812805},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4462745785713196},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4289296269416809},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4230976700782776}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8951416015625},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8747403621673584},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6467809677124023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145912408828735},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5675780773162842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.533526599407196},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5281450748443604},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4951094686985016},{"id":"https://openalex.org/C24252448","wikidata":"https://www.wikidata.org/wiki/Q7573786","display_name":"Sparse PCA","level":3,"score":0.4949776530265808},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.47634342312812805},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4462745785713196},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4289296269416809},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4230976700782776},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-30809-4_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30809-4_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/2f245bf4-f710-47aa-b340-e2e2f11379d7","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/2f245bf4-f710-47aa-b340-e2e2f11379d7","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sirshar, M, Saleem, S, Ilyas, M U, Khan, M M, Alkatheiri, M S & Alowibdi, J S 2019, Big data dimensionality reduction for wireless sensor networks using stacked autoencoders. in Springer Proceedings in Complexity. https://doi.org/10.1007/978-3-030-30809-4_35","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1489451387","https://openalex.org/W1568794265","https://openalex.org/W1663973292","https://openalex.org/W1742512077","https://openalex.org/W1877895303","https://openalex.org/W1993436046","https://openalex.org/W2011568905","https://openalex.org/W2071128523","https://openalex.org/W2103633133","https://openalex.org/W2112148214","https://openalex.org/W2215938463","https://openalex.org/W2294798173","https://openalex.org/W2303501228","https://openalex.org/W2579944688","https://openalex.org/W2613223284","https://openalex.org/W2697258079","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W4310873165","https://openalex.org/W2355395139","https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W1576424959"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
