000 05772nam a22006255i 4500
001 978-3-031-65668-2
003 DE-He213
005 20251030112647.0
007 cr nn 008mamaa
008 240724s2024 sz | s |||| 0|eng d
020 _a9783031656682
_9978-3-031-65668-2
024 7 _a10.1007/978-3-031-65668-2
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
072 7 _aUNF
_2thema
072 7 _aUYQE
_2thema
245 1 0 _aRough Sets
_h[electronic resource] :
_bInternational Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part II /
_cedited by Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXXI, 326 p. 84 illus., 64 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14840
505 0 _a -- Three-Way Decision and Rough Sets. -- The Visual Analysis of Three-way Decision based on Decision-theoretic Rough Set: A Perspective of Fusing Two-way Decision Pair. -- Triangular Fuzzy Number Intuitionistic Fuzzy Covering Rough Sets and Applications to Decision Making. -- Three-way Decision of Granular-ball Rough Sets based on Fuzziness. -- Three-Way Decision in Data Analytics. -- Three-way Cost-Performance Approximate Attribute Reduction. -- Granular Approximations of Partially-Known Concepts. -- Robust Online Satellite Video Object Tracking with Self-adoption Uncertainty. -- Three-way Hybrid Sampling using Granular Balls for Imbalanced Classification. -- Identifying Important Concepts in the Concept Lattice based on Concept Indices and Complex Network Analysis. -- Result-fusion-based Temporal-spatial Composite Sequential Three-way Decisions. -- Three-Way Decision in Broad Senses. -- A Machine-People-Government Triangular Model of Smart Agriculture. -- Three-way Bibliometrics Analytics for Supporting Literature Review. -- Approximate Criterion Reduction in Multi-Criteria Trilevel Ranking Analysis. -- New models of three-way conflict analysis based on decision-theoretic rough sets. -- Three-way Conflict Analysis with Negative Feedback. -- Rental Market Data Mining. -- Estate 360: AI-Driven Centralized Real Estate Platform. -- Housing Rental Information Management and Prediction System based on CatBoost Algorithm - a Case Study of Halifax Region. -- A Novel Approach to Rental Market Analysis for Property Management Firms using Large Language Models and Machine Learning. -- Applications of Deep Learning and Soft Computing. -- Clinical Medical Test Decision-making of Liver Disease using Granular-ball Rough Set. -- Lung Cancer Risk Prediction Model Trained with Multi-source Data. -- Advancing ITS Applications with LLMs: A Survey on Traffic Management, Transportation Safety, and Autonomous Driving. -- Automated Brain Tumor Classification with Deep Learning.
520 _aThis two-volume set LNAI 14839-14840 constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2024, held in Halifax, NS, Canada, during May 17–20, 2024. The 43 full papers included in this book were carefully reviewed and selected from 56 submissions. They are organized in topical sections as follows: Part I: Rough Set Models and Foundations; Rule Induction and Machine Learning; Granular Computing; and Rough Set Applications. part II: Three-Way Decision and Rough Sets; Three-Way Decision in Data Analytics; Three-Way Decision in Broad Senses; Rental Market Data Mining; and Applications of Deep Learning and Soft Computing.
650 0 _aData mining.
_96941
650 0 _aSocial sciences
_xData processing.
_965741
650 0 _aArtificial intelligence.
_958441
650 1 4 _aData Mining and Knowledge Discovery.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_965743
650 2 4 _aArtificial Intelligence.
_958441
700 1 _aHu, Mengjun.
_eeditor.
_0(orcid)0000-0001-5873-7716
_1https://orcid.org/0000-0001-5873-7716
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_981207
700 1 _aCornelis, Chris.
_eeditor.
_0(orcid)0000-0002-6852-4041
_1https://orcid.org/0000-0002-6852-4041
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_981208
700 1 _aZhang, Yan.
_eeditor.
_0(orcid)0000-0002-5474-4019
_1https://orcid.org/0000-0002-5474-4019
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_979302
700 1 _aLingras, Pawan.
_eeditor.
_0(orcid)0000-0002-2149-7242
_1https://orcid.org/0000-0002-2149-7242
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_981209
700 1 _aŚlęzak, Dominik.
_eeditor.
_0(orcid)0000-0003-2453-4974
_1https://orcid.org/0000-0003-2453-4974
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_981210
700 1 _aYao, JingTao.
_eeditor.
_0(orcid)0000-0002-7823-4136
_1https://orcid.org/0000-0002-7823-4136
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_981211
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031656675
776 0 8 _iPrinted edition:
_z9783031656699
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14840
856 4 0 _uhttps://doi.org/10.1007/978-3-031-65668-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
999 _c61883
_d61883