Build Interval-Valued Time Series Forecasting Model with Interval Cognitive Map Trained by Principle of Justifiable Granularity Article Swipe

View

Chenxi Ouyang , Fusheng Yu , Yadong Hao , Yuqing Tang , Yanan Jiang ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.2139/ssrn.4474409

Related Topics

Computer Science

Mathematics

Artificial Intelligence

Concepts

Granularity Interval (graph theory) Series (stratigraphy) Computer science Interval data Mathematics Artificial intelligence Econometrics Data mining Combinatorics Measure (data warehouse) Paleontology Operating system Biology

Metadata

Type: preprint
Language: en
Landing Page: https://doi.org/10.2139/ssrn.4474409
OA Status: green
References: 34
Related Works: 10
OpenAlex ID: https://openalex.org/W4379982616

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4379982616

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.2139/ssrn.4474409

Digital Object Identifier
Title: Build Interval-Valued Time Series Forecasting Model with Interval Cognitive Map Trained by Principle of Justifiable Granularity

Work title
Type: preprint

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-01-01

Full publication date if available
Authors: Chenxi Ouyang, Fusheng Yu, Yadong Hao, Yuqing Tang, Yanan Jiang

List of authors in order
Landing page: https://doi.org/10.2139/ssrn.4474409

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://doi.org/10.2139/ssrn.4474409

Direct OA link when available
Concepts: Granularity, Interval (graph theory), Series (stratigraphy), Computer science, Interval data, Mathematics, Artificial intelligence, Econometrics, Data mining, Combinatorics, Measure (data warehouse), Paleontology, Operating system, Biology

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
References (count): 34

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

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4379982616
doi	https://doi.org/10.2139/ssrn.4474409
ids.doi	https://doi.org/10.2139/ssrn.4474409
ids.openalex	https://openalex.org/W4379982616
fwci	0.0
type	preprint
title	Build Interval-Valued Time Series Forecasting Model with Interval Cognitive Map Trained by Principle of Justifiable Granularity
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T12805
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9962000250816345
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1702
topics[0].subfield.display_name	Artificial Intelligence
topics[0].display_name	Cognitive Science and Mapping
topics[1].id	https://openalex.org/T10320
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.9840999841690063
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1702
topics[1].subfield.display_name	Artificial Intelligence
topics[1].display_name	Neural Networks and Applications
topics[2].id	https://openalex.org/T12368
topics[2].field.id	https://openalex.org/fields/18
topics[2].field.display_name	Decision Sciences
topics[2].score	0.9739000201225281
topics[2].domain.id	https://openalex.org/domains/2
topics[2].domain.display_name	Social Sciences
topics[2].subfield.id	https://openalex.org/subfields/1803
topics[2].subfield.display_name	Management Science and Operations Research
topics[2].display_name	Grey System Theory Applications
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C177774035
concepts[0].level	2
concepts[0].score	0.8777632713317871
concepts[0].wikidata	https://www.wikidata.org/wiki/Q1246948
concepts[0].display_name	Granularity
concepts[1].id	https://openalex.org/C2778067643
concepts[1].level	2
concepts[1].score	0.8275606632232666
concepts[1].wikidata	https://www.wikidata.org/wiki/Q166507
concepts[1].display_name	Interval (graph theory)
concepts[2].id	https://openalex.org/C143724316
concepts[2].level	2
concepts[2].score	0.6234093308448792
concepts[2].wikidata	https://www.wikidata.org/wiki/Q312468
concepts[2].display_name	Series (stratigraphy)
concepts[3].id	https://openalex.org/C41008148
concepts[3].level	0
concepts[3].score	0.47222021222114563
concepts[3].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[3].display_name	Computer science
concepts[4].id	https://openalex.org/C2983220686
concepts[4].level	3
concepts[4].score	0.4689734876155853
concepts[4].wikidata	https://www.wikidata.org/wiki/Q951437
concepts[4].display_name	Interval data
concepts[5].id	https://openalex.org/C33923547
concepts[5].level	0
concepts[5].score	0.3677874803543091
concepts[5].wikidata	https://www.wikidata.org/wiki/Q395
concepts[5].display_name	Mathematics
concepts[6].id	https://openalex.org/C154945302
concepts[6].level	1
concepts[6].score	0.36766818165779114
concepts[6].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[6].display_name	Artificial intelligence
concepts[7].id	https://openalex.org/C149782125
concepts[7].level	1
concepts[7].score	0.33037519454956055
concepts[7].wikidata	https://www.wikidata.org/wiki/Q160039
concepts[7].display_name	Econometrics
concepts[8].id	https://openalex.org/C124101348
concepts[8].level	1
concepts[8].score	0.28103819489479065
concepts[8].wikidata	https://www.wikidata.org/wiki/Q172491
concepts[8].display_name	Data mining
concepts[9].id	https://openalex.org/C114614502
concepts[9].level	1
concepts[9].score	0.07996004819869995
concepts[9].wikidata	https://www.wikidata.org/wiki/Q76592
concepts[9].display_name	Combinatorics
concepts[10].id	https://openalex.org/C2780009758
concepts[10].level	2
concepts[10].score	0.0
concepts[10].wikidata	https://www.wikidata.org/wiki/Q6804172
concepts[10].display_name	Measure (data warehouse)
concepts[11].id	https://openalex.org/C151730666
concepts[11].level	1
concepts[11].score	0.0
concepts[11].wikidata	https://www.wikidata.org/wiki/Q7205
concepts[11].display_name	Paleontology
concepts[12].id	https://openalex.org/C111919701
concepts[12].level	1
concepts[12].score	0.0
concepts[12].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[12].display_name	Operating system
concepts[13].id	https://openalex.org/C86803240
concepts[13].level	0
concepts[13].score	0.0
concepts[13].wikidata	https://www.wikidata.org/wiki/Q420
concepts[13].display_name	Biology
keywords[0].id	https://openalex.org/keywords/granularity
keywords[0].score	0.8777632713317871
keywords[0].display_name	Granularity
keywords[1].id	https://openalex.org/keywords/interval
keywords[1].score	0.8275606632232666
keywords[1].display_name	Interval (graph theory)
keywords[2].id	https://openalex.org/keywords/series
keywords[2].score	0.6234093308448792
keywords[2].display_name	Series (stratigraphy)
keywords[3].id	https://openalex.org/keywords/computer-science
keywords[3].score	0.47222021222114563
keywords[3].display_name	Computer science
keywords[4].id	https://openalex.org/keywords/interval-data
keywords[4].score	0.4689734876155853
keywords[4].display_name	Interval data
keywords[5].id	https://openalex.org/keywords/mathematics
keywords[5].score	0.3677874803543091
keywords[5].display_name	Mathematics
keywords[6].id	https://openalex.org/keywords/artificial-intelligence
keywords[6].score	0.36766818165779114
keywords[6].display_name	Artificial intelligence
keywords[7].id	https://openalex.org/keywords/econometrics
keywords[7].score	0.33037519454956055
keywords[7].display_name	Econometrics
keywords[8].id	https://openalex.org/keywords/data-mining
keywords[8].score	0.28103819489479065
keywords[8].display_name	Data mining
keywords[9].id	https://openalex.org/keywords/combinatorics
keywords[9].score	0.07996004819869995
keywords[9].display_name	Combinatorics
language	en
locations[0].id	doi:10.2139/ssrn.4474409
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4210172589
locations[0].source.issn	1556-5068
locations[0].source.type	repository
locations[0].source.is_oa	True
locations[0].source.issn_l	1556-5068
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	SSRN Electronic Journal
locations[0].source.host_organization	https://openalex.org/I1318003438
locations[0].source.host_organization_name	RELX Group (Netherlands)
locations[0].source.host_organization_lineage	https://openalex.org/I1318003438
locations[0].license
locations[0].pdf_url
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.2139/ssrn.4474409
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5002771983
authorships[0].author.orcid	https://orcid.org/0000-0001-7653-1631
authorships[0].author.display_name	Chenxi Ouyang
authorships[0].author_position	first
authorships[0].raw_author_name	Chenxi Ouyang
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5075869337
authorships[1].author.orcid
authorships[1].author.display_name	Fusheng Yu
authorships[1].author_position	middle
authorships[1].raw_author_name	Fusheng Yu
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5010066498
authorships[2].author.orcid
authorships[2].author.display_name	Yadong Hao
authorships[2].author_position	middle
authorships[2].raw_author_name	Yadong Hao
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5071179460
authorships[3].author.orcid	https://orcid.org/0000-0002-5919-1804
authorships[3].author.display_name	Yuqing Tang
authorships[3].author_position	middle
authorships[3].raw_author_name	Yuqing Tang
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5082350548
authorships[4].author.orcid	https://orcid.org/0000-0002-0637-2978
authorships[4].author.display_name	Yanan Jiang
authorships[4].author_position	last
authorships[4].raw_author_name	Yanan Jiang
authorships[4].is_corresponding	False
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.2139/ssrn.4474409
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Build Interval-Valued Time Series Forecasting Model with Interval Cognitive Map Trained by Principle of Justifiable Granularity
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12805
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9962000250816345
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1702
primary_topic.subfield.display_name	Artificial Intelligence
primary_topic.display_name	Cognitive Science and Mapping
related_works	https://openalex.org/W1594844924, https://openalex.org/W2909382770, https://openalex.org/W3108750751, https://openalex.org/W2326649917, https://openalex.org/W2374521288, https://openalex.org/W3124457374, https://openalex.org/W2144543663, https://openalex.org/W1525925671, https://openalex.org/W34303698, https://openalex.org/W3202831136
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.2139/ssrn.4474409
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4210172589
best_oa_location.source.issn	1556-5068
best_oa_location.source.type	repository
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	1556-5068
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	SSRN Electronic Journal
best_oa_location.source.host_organization	https://openalex.org/I1318003438
best_oa_location.source.host_organization_name	RELX Group (Netherlands)
best_oa_location.source.host_organization_lineage	https://openalex.org/I1318003438
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.2139/ssrn.4474409
primary_location.id	doi:10.2139/ssrn.4474409
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4210172589
primary_location.source.issn	1556-5068
primary_location.source.type	repository
primary_location.source.is_oa	True
primary_location.source.issn_l	1556-5068
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	SSRN Electronic Journal
primary_location.source.host_organization	https://openalex.org/I1318003438
primary_location.source.host_organization_name	RELX Group (Netherlands)
primary_location.source.host_organization_lineage	https://openalex.org/I1318003438
primary_location.license
primary_location.pdf_url
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.2139/ssrn.4474409
publication_date	2023-01-01
publication_year	2023
referenced_works	https://openalex.org/W4311147042, https://openalex.org/W2057867492, https://openalex.org/W2017954768, https://openalex.org/W2127817155, https://openalex.org/W2603127109, https://openalex.org/W3092529271, https://openalex.org/W2129588477, https://openalex.org/W2969896163, https://openalex.org/W2911314598, https://openalex.org/W4200010759, https://openalex.org/W2769949722, https://openalex.org/W2095224843, https://openalex.org/W2038144171, https://openalex.org/W2900680646, https://openalex.org/W1580809199, https://openalex.org/W2130426550, https://openalex.org/W2045248354, https://openalex.org/W2039853520, https://openalex.org/W4225726540, https://openalex.org/W2018113971, https://openalex.org/W2089085970, https://openalex.org/W2784246028, https://openalex.org/W2017327151, https://openalex.org/W2951442608, https://openalex.org/W1988518729, https://openalex.org/W2019851168, https://openalex.org/W3051319990, https://openalex.org/W4200535448, https://openalex.org/W4226320832, https://openalex.org/W1768445359, https://openalex.org/W2802161886, https://openalex.org/W1967690950, https://openalex.org/W4312106306, https://openalex.org/W2172073485
referenced_works_count	34
abstract_inverted_index
cited_by_percentile_year
countries_distinct_count	0
institutions_distinct_count	5
sustainable_development_goals[0].id	https://metadata.un.org/sdg/10
sustainable_development_goals[0].score	0.4099999964237213
sustainable_development_goals[0].display_name	Reduced inequalities
citation_normalized_percentile.value	0.06798754
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False