Boiling Points Predictions Study via Dimension Reduction Methods: SIR, PCR and PLSR Article Swipe

PDF

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.6339/jds.2003.01(4).177

Publisher: School of Statistics, Renmin University of China, Journal: Journal of Data Science, Title: Boiling Points Predictions Study via Dimension Reduction Methods - SIR, PCR and PLSR, Authors: Hong Yin, Yizeng Liang, Qinnan Hu

Related Topics

Concepts

Dimension (graph theory) Statistics Boiling Mathematics Boiling point Econometrics Chemistry Combinatorics Organic chemistry

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.6339/jds.2003.01(4).177
PDF: https://jds-online.org/journal/JDS/article/1162/file/pdf
OA Status: diamond
Cited By: 2
References: 49
Related Works: 10
OpenAlex ID: https://openalex.org/W2099482483

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W2099482483

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.6339/jds.2003.01(4).177

Digital Object Identifier
Title: Boiling Points Predictions Study via Dimension Reduction Methods: SIR, PCR and PLSR

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2021

Year of publication
Publication date: 2021-07-21

Full publication date if available
Authors: Hong Yin, Yi‐Zeng Liang, Qinnan Hu

List of authors in order
Landing page: https://doi.org/10.6339/jds.2003.01(4).177

Publisher landing page
PDF URL: https://jds-online.org/journal/JDS/article/1162/file/pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: diamond

Open access status per OpenAlex
OA URL: https://jds-online.org/journal/JDS/article/1162/file/pdf

Direct OA link when available
Concepts: Dimension (graph theory), Statistics, Boiling, Mathematics, Boiling point, Econometrics, Chemistry, Combinatorics, Organic chemistry

Top concepts (fields/topics) attached by OpenAlex
Cited by: 2

Total citation count in OpenAlex
References (count): 49

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W2099482483
doi	https://doi.org/10.6339/jds.2003.01(4).177
ids.doi	https://doi.org/10.6339/jds.2003.01(4).177
ids.mag	2099482483
ids.openalex	https://openalex.org/W2099482483
fwci	0.0
type	article
title	Boiling Points Predictions Study via Dimension Reduction Methods: SIR, PCR and PLSR
biblio.issue	4
biblio.volume	1
biblio.last_page	480
biblio.first_page	461
topics[0].id	https://openalex.org/T11476
topics[0].field.id	https://openalex.org/fields/26
topics[0].field.display_name	Mathematics
topics[0].score	0.995199978351593
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2608
topics[0].subfield.display_name	Geometry and Topology
topics[0].display_name	Graph theory and applications
topics[1].id	https://openalex.org/T10211
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.9332000017166138
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1703
topics[1].subfield.display_name	Computational Theory and Mathematics
topics[1].display_name	Computational Drug Discovery Methods
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C33676613
concepts[0].level	2
concepts[0].score	0.6723653078079224
concepts[0].wikidata	https://www.wikidata.org/wiki/Q13415176
concepts[0].display_name	Dimension (graph theory)
concepts[1].id	https://openalex.org/C105795698
concepts[1].level	1
concepts[1].score	0.5992439985275269
concepts[1].wikidata	https://www.wikidata.org/wiki/Q12483
concepts[1].display_name	Statistics
concepts[2].id	https://openalex.org/C157777378
concepts[2].level	2
concepts[2].score	0.533413827419281
concepts[2].wikidata	https://www.wikidata.org/wiki/Q41716
concepts[2].display_name	Boiling
concepts[3].id	https://openalex.org/C33923547
concepts[3].level	0
concepts[3].score	0.4195181429386139
concepts[3].wikidata	https://www.wikidata.org/wiki/Q395
concepts[3].display_name	Mathematics
concepts[4].id	https://openalex.org/C188596812
concepts[4].level	2
concepts[4].score	0.4182443618774414
concepts[4].wikidata	https://www.wikidata.org/wiki/Q1003183
concepts[4].display_name	Boiling point
concepts[5].id	https://openalex.org/C149782125
concepts[5].level	1
concepts[5].score	0.34031111001968384
concepts[5].wikidata	https://www.wikidata.org/wiki/Q160039
concepts[5].display_name	Econometrics
concepts[6].id	https://openalex.org/C185592680
concepts[6].level	0
concepts[6].score	0.29839056730270386
concepts[6].wikidata	https://www.wikidata.org/wiki/Q2329
concepts[6].display_name	Chemistry
concepts[7].id	https://openalex.org/C114614502
concepts[7].level	1
concepts[7].score	0.10381758213043213
concepts[7].wikidata	https://www.wikidata.org/wiki/Q76592
concepts[7].display_name	Combinatorics
concepts[8].id	https://openalex.org/C178790620
concepts[8].level	1
concepts[8].score	0.0
concepts[8].wikidata	https://www.wikidata.org/wiki/Q11351
concepts[8].display_name	Organic chemistry
keywords[0].id	https://openalex.org/keywords/dimension
keywords[0].score	0.6723653078079224
keywords[0].display_name	Dimension (graph theory)
keywords[1].id	https://openalex.org/keywords/statistics
keywords[1].score	0.5992439985275269
keywords[1].display_name	Statistics
keywords[2].id	https://openalex.org/keywords/boiling
keywords[2].score	0.533413827419281
keywords[2].display_name	Boiling
keywords[3].id	https://openalex.org/keywords/mathematics
keywords[3].score	0.4195181429386139
keywords[3].display_name	Mathematics
keywords[4].id	https://openalex.org/keywords/boiling-point
keywords[4].score	0.4182443618774414
keywords[4].display_name	Boiling point
keywords[5].id	https://openalex.org/keywords/econometrics
keywords[5].score	0.34031111001968384
keywords[5].display_name	Econometrics
keywords[6].id	https://openalex.org/keywords/chemistry
keywords[6].score	0.29839056730270386
keywords[6].display_name	Chemistry
keywords[7].id	https://openalex.org/keywords/combinatorics
keywords[7].score	0.10381758213043213
keywords[7].display_name	Combinatorics
language	en
locations[0].id	doi:10.6339/jds.2003.01(4).177
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S2764553900
locations[0].source.issn	1680-743X, 1683-8602
locations[0].source.type	journal
locations[0].source.is_oa	True
locations[0].source.issn_l	1680-743X
locations[0].source.is_core	False
locations[0].source.is_in_doaj	True
locations[0].source.display_name	Journal of Data Science
locations[0].source.host_organization	https://openalex.org/P4327988825
locations[0].source.host_organization_name	People's University of China
locations[0].source.host_organization_lineage	https://openalex.org/P4327988825
locations[0].license	cc-by
locations[0].pdf_url	https://jds-online.org/journal/JDS/article/1162/file/pdf
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Journal of Data Science
locations[0].landing_page_url	https://doi.org/10.6339/jds.2003.01(4).177
indexed_in	crossref, doaj
authorships[0].author.id	https://openalex.org/A5110229753
authorships[0].author.orcid
authorships[0].author.display_name	Hong Yin
authorships[0].countries	CN, HK
authorships[0].affiliations[0].institution_ids	https://openalex.org/I141568987
authorships[0].affiliations[0].raw_affiliation_string	Hong Kong Baptist University,
authorships[0].affiliations[1].institution_ids	https://openalex.org/I37461747
authorships[0].affiliations[1].raw_affiliation_string	Wuhan University and
authorships[0].institutions[0].id	https://openalex.org/I37461747
authorships[0].institutions[0].ror	https://ror.org/033vjfk17
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I37461747
authorships[0].institutions[0].country_code	CN
authorships[0].institutions[0].display_name	Wuhan University
authorships[0].institutions[1].id	https://openalex.org/I141568987
authorships[0].institutions[1].ror	https://ror.org/0145fw131
authorships[0].institutions[1].type	education
authorships[0].institutions[1].lineage	https://openalex.org/I141568987
authorships[0].institutions[1].country_code	HK
authorships[0].institutions[1].display_name	Hong Kong Baptist University
authorships[0].author_position	first
authorships[0].raw_author_name	Hong Yin
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	Hong Kong Baptist University,, Wuhan University and
authorships[1].author.id	https://openalex.org/A5087480048
authorships[1].author.orcid	https://orcid.org/0000-0001-8692-3030
authorships[1].author.display_name	Yi‐Zeng Liang
authorships[1].countries	CN
authorships[1].affiliations[0].institution_ids	https://openalex.org/I139660479
authorships[1].affiliations[0].raw_affiliation_string	Central South University
authorships[1].institutions[0].id	https://openalex.org/I139660479
authorships[1].institutions[0].ror	https://ror.org/00f1zfq44
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I139660479
authorships[1].institutions[0].country_code	CN
authorships[1].institutions[0].display_name	Central South University
authorships[1].author_position	middle
authorships[1].raw_author_name	Yizeng Liang
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	Central South University
authorships[2].author.id	https://openalex.org/A5075249174
authorships[2].author.orcid
authorships[2].author.display_name	Qinnan Hu
authorships[2].countries	CN
authorships[2].affiliations[0].institution_ids	https://openalex.org/I139660479
authorships[2].affiliations[0].raw_affiliation_string	Central South University
authorships[2].institutions[0].id	https://openalex.org/I139660479
authorships[2].institutions[0].ror	https://ror.org/00f1zfq44
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I139660479
authorships[2].institutions[0].country_code	CN
authorships[2].institutions[0].display_name	Central South University
authorships[2].author_position	last
authorships[2].raw_author_name	Qinnan Hu
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Central South University
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://jds-online.org/journal/JDS/article/1162/file/pdf
open_access.oa_status	diamond
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Boiling Points Predictions Study via Dimension Reduction Methods: SIR, PCR and PLSR
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T11476
primary_topic.field.id	https://openalex.org/fields/26
primary_topic.field.display_name	Mathematics
primary_topic.score	0.995199978351593
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2608
primary_topic.subfield.display_name	Geometry and Topology
primary_topic.display_name	Graph theory and applications
related_works	https://openalex.org/W2411949539, https://openalex.org/W2902667096, https://openalex.org/W127271807, https://openalex.org/W162911937, https://openalex.org/W4313447238, https://openalex.org/W1973250192, https://openalex.org/W2053591298, https://openalex.org/W2010007776, https://openalex.org/W2042118930, https://openalex.org/W1969452273
cited_by_count	2
locations_count	1
best_oa_location.id	doi:10.6339/jds.2003.01(4).177
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S2764553900
best_oa_location.source.issn	1680-743X, 1683-8602
best_oa_location.source.type	journal
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	1680-743X
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	True
best_oa_location.source.display_name	Journal of Data Science
best_oa_location.source.host_organization	https://openalex.org/P4327988825
best_oa_location.source.host_organization_name	People's University of China
best_oa_location.source.host_organization_lineage	https://openalex.org/P4327988825
best_oa_location.license	cc-by
best_oa_location.pdf_url	https://jds-online.org/journal/JDS/article/1162/file/pdf
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Journal of Data Science
best_oa_location.landing_page_url	https://doi.org/10.6339/jds.2003.01(4).177
primary_location.id	doi:10.6339/jds.2003.01(4).177
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S2764553900
primary_location.source.issn	1680-743X, 1683-8602
primary_location.source.type	journal
primary_location.source.is_oa	True
primary_location.source.issn_l	1680-743X
primary_location.source.is_core	False
primary_location.source.is_in_doaj	True
primary_location.source.display_name	Journal of Data Science
primary_location.source.host_organization	https://openalex.org/P4327988825
primary_location.source.host_organization_name	People's University of China
primary_location.source.host_organization_lineage	https://openalex.org/P4327988825
primary_location.license	cc-by
primary_location.pdf_url	https://jds-online.org/journal/JDS/article/1162/file/pdf
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Journal of Data Science
primary_location.landing_page_url	https://doi.org/10.6339/jds.2003.01(4).177
publication_date	2021-07-21
publication_year	2021
referenced_works	https://openalex.org/W2134473756, https://openalex.org/W2118237959, https://openalex.org/W2006554681, https://openalex.org/W2527203675, https://openalex.org/W2065854198, https://openalex.org/W2077959816, https://openalex.org/W623814603, https://openalex.org/W6656302086, https://openalex.org/W2332500232, https://openalex.org/W2011179145, https://openalex.org/W2067480766, https://openalex.org/W1488799823, https://openalex.org/W6602982225, https://openalex.org/W1980698230, https://openalex.org/W6683940241, https://openalex.org/W2063479243, https://openalex.org/W6668940539, https://openalex.org/W6722314686, https://openalex.org/W6657548964, https://openalex.org/W3194139813, https://openalex.org/W2076274021, https://openalex.org/W6655905659, https://openalex.org/W2060821341, https://openalex.org/W2088365557, https://openalex.org/W2318794083, https://openalex.org/W2793337497, https://openalex.org/W6601697411, https://openalex.org/W2088157201, https://openalex.org/W1974345530, https://openalex.org/W2324920700, https://openalex.org/W3138618019, https://openalex.org/W2104969279, https://openalex.org/W1963769212, https://openalex.org/W1984112688, https://openalex.org/W2024307779, https://openalex.org/W2093701508, https://openalex.org/W2079775628, https://openalex.org/W2163490846, https://openalex.org/W2002147588, https://openalex.org/W4285719527, https://openalex.org/W2021229217, https://openalex.org/W1990906298, https://openalex.org/W2000462523, https://openalex.org/W2379509210, https://openalex.org/W2085908220, https://openalex.org/W2028757465, https://openalex.org/W4212814104, https://openalex.org/W2073527055, https://openalex.org/W4241872460
referenced_works_count	49
abstract_inverted_index.-	22
abstract_inverted_index.Hu	33
abstract_inverted_index.of	2, 6, 10
abstract_inverted_index.PCR	24
abstract_inverted_index.and	25
abstract_inverted_index.via	18
abstract_inverted_index.Data	11
abstract_inverted_index.Hong	28
abstract_inverted_index.SIR,	23
abstract_inverted_index.Yin,	29
abstract_inverted_index.PLSR,	26
abstract_inverted_index.Study	17
abstract_inverted_index.China,	7
abstract_inverted_index.Liang,	31
abstract_inverted_index.Points	15
abstract_inverted_index.Qinnan	32
abstract_inverted_index.Renmin	4
abstract_inverted_index.School	1
abstract_inverted_index.Title:	13
abstract_inverted_index.Yizeng	30
abstract_inverted_index.Boiling	14
abstract_inverted_index.Journal	9
abstract_inverted_index.Methods	21
abstract_inverted_index.Authors:	27
abstract_inverted_index.Journal:	8
abstract_inverted_index.Science,	12
abstract_inverted_index.Dimension	19
abstract_inverted_index.Reduction	20
abstract_inverted_index.Publisher:	0
abstract_inverted_index.University	5
abstract_inverted_index.Predictions	16
abstract_inverted_index.Statistics,	3
cited_by_percentile_year
countries_distinct_count	2
institutions_distinct_count	3
citation_normalized_percentile.value	0.00086569
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False