Del i serien Communications in Computer and Information Science

Data Mining

20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings

Häftad, Engelska, 2022

AvLaurence A. F. Park,Heitor Murilo Gomes,Maryam Doborjeh,Yee Ling Boo,Yun Sing Koh,Yanchang Zhao,Graham Williams,Simeon Simoff

1 109 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

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.

Produktinformation

Utgivningsdatum2022-12-06
Mått155 x 235 x 130 mm
Vikt404 g
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor245
FörlagSpringer Verlag, Singapore
ISBN9789811987458

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Databaser inom Data och IT

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.

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Diana Benavides-Prado, Sarah Erfani, Philippe Fournier-Viger, Yee Ling Boo, Yun Sing Koh

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Yee Ling Boo, David Stirling, Lianhua Chi, Lin Liu, Kok-Leong Ong, Graham Williams

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Thirunavukarasu Balasubramaniam, Kewen Liao, Varvara Vetrova, Diana Benavides-Prado, Yee Ling Boo, Yanchang Zhao

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Thuc D. Le, Kok-Leong Ong, Yanchang Zhao, Warren H. Jin, Sebastien Wong, Lin Liu, Graham Williams

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Rafiqul Islam, Yun Sing Koh, Yanchang Zhao, Graco Warwick, David Stirling, Chang-Tsun Li, Zahidul Islam

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Data Driven Science for Clinically Actionable Knowledge in Diseases

Daniel Catchpoole, Simeon Simoff, Paul Kennedy, Quang Vinh Nguyen

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Daniel Catchpoole, Simeon Simoff, Paul Kennedy, Quang Vinh Nguyen

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Del i serien Communications in Computer and Information Science

Data Mining

20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings

Häftad, Engelska, 2022

AvLaurence A. F. Park,Heitor Murilo Gomes,Maryam Doborjeh,Yee Ling Boo,Yun Sing Koh,Yanchang Zhao,Graham Williams,Simeon Simoff

1 109 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Produktinformation

Utgivningsdatum2022-12-06
Mått155 x 235 x 130 mm
Vikt404 g
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor245
FörlagSpringer Verlag, Singapore
ISBN9789811987458

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Databaser inom Data och IT

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.

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Diana Benavides-Prado, Sarah Erfani, Philippe Fournier-Viger, Yee Ling Boo, Yun Sing Koh

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1 109 kr

Data Mining

Yee Ling Boo, David Stirling, Lianhua Chi, Lin Liu, Kok-Leong Ong, Graham Williams

Häftad, 2018

1 479 kr

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Yue Xu, Rosalind Wang, Anton Lord, Yee Ling Boo, Richi Nayak, Yanchang Zhao, Graham Williams

Häftad, 2021

1 109 kr

Data Science and Machine Learning

Thirunavukarasu Balasubramaniam, Kewen Liao, Varvara Vetrova, Diana Benavides-Prado, Yee Ling Boo, Yanchang Zhao

Häftad, 2026

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Quang Vinh Nguyen, Yuefeng Li, Paul Kwan, Yanchang Zhao, Yee Ling Boo, Richi Nayak

Häftad, 2026

1 109 kr

Data Mining

Thuc D. Le, Kok-Leong Ong, Yanchang Zhao, Warren H. Jin, Sebastien Wong, Lin Liu, Graham Williams

Häftad, 2019

979 kr

Data Mining

Rafiqul Islam, Yun Sing Koh, Yanchang Zhao, Graco Warwick, David Stirling, Chang-Tsun Li, Zahidul Islam

Häftad, 2019

749 kr

Data Driven Science for Clinically Actionable Knowledge in Diseases

Daniel Catchpoole, Simeon Simoff, Paul Kennedy, Quang Vinh Nguyen

Häftad, 2023

1 049 kr

Del 15442

AI 2024: Advances in Artificial Intelligence

Mingming Gong, Yiliao Song, Yun Sing Koh, Wei Xiang, Derui Wang

Häftad, 2024

1 109 kr

Data Driven Science for Clinically Actionable Knowledge in Diseases

Daniel Catchpoole, Simeon Simoff, Paul Kennedy, Quang Vinh Nguyen

Inbunden, 2023

1 619 kr

Data Mining

20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings

Produktinformation

Tillhör följande kategorier

Innehållsförteckning

Du kanske också är intresserad av

Data Mining

20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings

Produktinformation

Tillhör följande kategorier

Innehållsförteckning

Du kanske också är intresserad av

Data Mining

20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings

Produktinformation

Tillhör följande kategorier

Innehållsförteckning

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