소장자료
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024 | 7 | ▼a10.1007/978-981-19-8746-5▼2doi▲ | |
050 | 4 | ▼aQA76.9.D343▲ | |
082 | 0 | 4 | ▼a006.312▼223▲ |
245 | 1 | 0 | ▼aData Mining▼h[electronic resource] :▼b20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings /▼cedited by Laurence A. F. Park, Heitor Murilo Gomes, Maryam Doborjeh, Yee Ling Boo, Yun Sing Koh, Yanchang Zhao, Graham Williams, Simeon Simoff.▲ |
250 | ▼a1st ed. 2022.▲ | ||
264 | 1 | ▼aSingapore :▼bSpringer Nature Singapore :▼bImprint: Springer,▼c2022.▲ | |
300 | ▼aXIII, 245 p. 82 illus., 78 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 | ▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v1741▲ | |
505 | 0 | ▼aResearch Track -- Measuring Content Preservation in Textual Style Transfer -- A Temperature-Modified Dynamic Embedded Topic Model -- Measuring Difficulty of Learning using Ensembles Methods -- Graph Embeddings for Non-IID Data Feature Representation Learning -- Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations -- WinDrift: Early Detction of Concept Drift through the use of Corresponding and Hierarchical Time Windows -- Investigation of Explainability Techniques for Multimodal Transformers -- Effective Imbalance Learning Utilizing Informative Data -- Interpretable Decision Tree via Human-In-The-Loop-Learning -- Application Track -- A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets -- Hierarchical Topic Model Inference by Community Discovery on Word Co-Occurrence Networks -- UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment -- Natural Language Query For Technical Knowledge Graph Navigation -- Decomposition of Service Level Encoding for Anomaly Detcion -- Improving Ads-Profitability Using Traffic Fingerprints -- Attractiveness Analysis for Health Claims on Food Packages -- SchedmaDB: A Dataset for Structures in Relational Data.▲ | |
520 | ▼aThis book constitutes the refereed proceedings of the 20th Australasian Conference on Data Mining, AusDM 2022, held in Western Sydney, Australia, during December 12–15, 2022. The 17 full papers included in this book were carefully reviewed and selected from 44 submissions. They were organized in topical sections as research track and application track.▲ | ||
650 | 0 | ▼aData mining.▲ | |
650 | 0 | ▼aArtificial intelligence.▲ | |
650 | 0 | ▼aImage processing—Digital techniques.▲ | |
650 | 0 | ▼aComputer vision.▲ | |
650 | 0 | ▼aEducation—Data processing.▲ | |
650 | 0 | ▼aComputer science—Mathematics.▲ | |
650 | 1 | 4 | ▼aData Mining and Knowledge Discovery.▲ |
650 | 2 | 4 | ▼aArtificial Intelligence.▲ |
650 | 2 | 4 | ▼aComputer Imaging, Vision, Pattern Recognition and Graphics.▲ |
650 | 2 | 4 | ▼aComputers and Education.▲ |
650 | 2 | 4 | ▼aMathematics of Computing.▲ |
700 | 1 | ▼aPark, Laurence A. F.▼eeditor.▼0(orcid)0000-0003-0201-4409▼1https://orcid.org/0000-0003-0201-4409▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGomes, Heitor Murilo.▼eeditor.▼0(orcid)0000-0002-5276-637X▼1https://orcid.org/0000-0002-5276-637X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aDoborjeh, Maryam.▼eeditor.▼0(orcid)0000-0003-4953-0662▼1https://orcid.org/0000-0003-4953-0662▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBoo, Yee Ling.▼eeditor.▼0(orcid)0000-0001-7188-9597▼1https://orcid.org/0000-0001-7188-9597▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aKoh, Yun Sing.▼eeditor.▼0(orcid)0000-0001-7256-4049▼1https://orcid.org/0000-0001-7256-4049▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aZhao, Yanchang.▼eeditor.▼0(orcid)0000-0002-0209-3971▼1https://orcid.org/0000-0002-0209-3971▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aWilliams, Graham.▼eeditor.▼0(orcid)0000-0001-7041-4127▼1https://orcid.org/0000-0001-7041-4127▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSimoff, Simeon.▼eeditor.▼0(orcid)0000-0001-9895-4109▼1https://orcid.org/0000-0001-9895-4109▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9789811987458▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9789811987472▲ |
830 | 0 | ▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v1741▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-981-19-8746-5▲ |
![](https://lib.pusan.ac.kr/lawlib/wp-content/themes/pnul2022/assets/images/default/default_w_279X393.png)
Data Mining[electronic resource] : 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings
자료유형
국외eBook
서명/책임사항
Data Mining [electronic resource] : 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings / edited by Laurence A. F. Park, Heitor Murilo Gomes, Maryam Doborjeh, Yee Ling Boo, Yun Sing Koh, Yanchang Zhao, Graham Williams, Simeon Simoff.
개인저자
판사항
1st ed. 2022.
형태사항
XIII, 245 p. 82 illus., 78 illus. in color. online resource.
총서사항
Communications in Computer and Information Science , 1865-0937 ; 1741
Communications in Computer and Information Science , 1865-0937 ; 1741
Communications in Computer and Information Science , 1865-0937 ; 1741
내용주기
Research Track -- Measuring Content Preservation in Textual Style Transfer -- A Temperature-Modified Dynamic Embedded Topic Model -- Measuring Difficulty of Learning using Ensembles Methods -- Graph Embeddings for Non-IID Data Feature Representation Learning -- Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations -- WinDrift: Early Detction of Concept Drift through the use of Corresponding and Hierarchical Time Windows -- Investigation of Explainability Techniques for Multimodal Transformers -- Effective Imbalance Learning Utilizing Informative Data -- Interpretable Decision Tree via Human-In-The-Loop-Learning -- Application Track -- A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets -- Hierarchical Topic Model Inference by Community Discovery on Word Co-Occurrence Networks -- UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment -- Natural Language Query For Technical Knowledge Graph Navigation -- Decomposition of Service Level Encoding for Anomaly Detcion -- Improving Ads-Profitability Using Traffic Fingerprints -- Attractiveness Analysis for Health Claims on Food Packages -- SchedmaDB: A Dataset for Structures in Relational Data.
요약주기
This book constitutes the refereed proceedings of the 20th Australasian Conference on Data Mining, AusDM 2022, held in Western Sydney, Australia, during December 12–15, 2022. The 17 full papers included in this book were carefully reviewed and selected from 44 submissions. They were organized in topical sections as research track and application track.
주제
Data mining.
Artificial intelligence.
Image processing—Digital techniques.
Computer vision.
Education—Data processing.
Computer science—Mathematics.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computers and Education.
Mathematics of Computing.
Artificial intelligence.
Image processing—Digital techniques.
Computer vision.
Education—Data processing.
Computer science—Mathematics.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computers and Education.
Mathematics of Computing.
ISBN
9789811987465
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