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Databases Theory and Applications [[electronic resource] ] : 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings / / edited by Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Choudhury, Zhengyi Yang
| Databases Theory and Applications [[electronic resource] ] : 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings / / edited by Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Choudhury, Zhengyi Yang |
| Autore | Bao Zhifeng |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (392 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
Borovica-GajicRenata
QiuRuihong ChoudhuryFarhana YangZhengyi |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Database management
Data structures (Computer science) Information theory Computer networks Database Management System Database Management Data Structures and Information Theory Computer Communication Networks |
| ISBN | 3-031-47843-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mining Complex Types of Data -- kNN Join for Dynamic High-dimensional Data: A Parallel Approach -- Take a Close Look at the Optimization of Deep Kernels for Non-parametric Two-sample Tests -- Probabilistic Reverse Top-k Query on Probabilistic Data -- Optimizing Taxi Route Planning Based on Taxi Trajectory Data Analysis -- Natural Language Processing and Text Analysis -- Learning Implicit Sentiment for Explainable Review-Based Recommendation -- Balanced and Explainable Social Media Analysis for Public Health with Large Language Models -- Prompt-based Effective Input Reformulation for Legal Case Retrieval -- Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis -- Machine Learning and Computer Vision -- Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis -- SMST: A Saliency Map to Scanpath Transformer -- Multi-level Storage Optimization for Intermediate Data in AI Model Training -- Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance -- Batch Level Distributed Training of LSTM with Infinity Norm Gradient Flow -- Database Systems and Data Storage -- Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric -- Why Query Plans are Different: An Automatic Detection and Inference System -- An Empirical Analysis of Just-in-Time Compilation in Modern Databases -- Relational Expressions for Data Transformation and Computation -- Data Quality and Fairness for Graphs -- Discovering Graph Differential Dependencies -- Maximum Fairness-aware (k, r)-Core Identification in Large Graphs -- IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs -- Efficient Maximum Relative Fair Clique Computation in Attributed Graphs -- Graph Mining and Graph Algorithms -- Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs -- An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs -- Discovering Densest Subgraph over Heterogeneous Information Networks -- Influence Maximization Revisited -- On Directed Densest Subgraph Detection. |
| Record Nr. | UNISA-996565870903316 |
Bao Zhifeng
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Databases Theory and Applications : 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings / / edited by Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Choudhury, Zhengyi Yang
| Databases Theory and Applications : 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings / / edited by Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Choudhury, Zhengyi Yang |
| Autore | Bao Zhifeng |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (392 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
Borovica-GajicRenata
QiuRuihong ChoudhuryFarhana YangZhengyi |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Database management
Data structures (Computer science) Information theory Computer networks Database Management System Database Management Data Structures and Information Theory Computer Communication Networks |
| ISBN | 3-031-47843-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mining Complex Types of Data -- kNN Join for Dynamic High-dimensional Data: A Parallel Approach -- Take a Close Look at the Optimization of Deep Kernels for Non-parametric Two-sample Tests -- Probabilistic Reverse Top-k Query on Probabilistic Data -- Optimizing Taxi Route Planning Based on Taxi Trajectory Data Analysis -- Natural Language Processing and Text Analysis -- Learning Implicit Sentiment for Explainable Review-Based Recommendation -- Balanced and Explainable Social Media Analysis for Public Health with Large Language Models -- Prompt-based Effective Input Reformulation for Legal Case Retrieval -- Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis -- Machine Learning and Computer Vision -- Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis -- SMST: A Saliency Map to Scanpath Transformer -- Multi-level Storage Optimization for Intermediate Data in AI Model Training -- Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance -- Batch Level Distributed Training of LSTM with Infinity Norm Gradient Flow -- Database Systems and Data Storage -- Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric -- Why Query Plans are Different: An Automatic Detection and Inference System -- An Empirical Analysis of Just-in-Time Compilation in Modern Databases -- Relational Expressions for Data Transformation and Computation -- Data Quality and Fairness for Graphs -- Discovering Graph Differential Dependencies -- Maximum Fairness-aware (k, r)-Core Identification in Large Graphs -- IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs -- Efficient Maximum Relative Fair Clique Computation in Attributed Graphs -- Graph Mining and Graph Algorithms -- Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs -- An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs -- Discovering Densest Subgraph over Heterogeneous Information Networks -- Influence Maximization Revisited -- On Directed Densest Subgraph Detection. |
| Record Nr. | UNINA-9910760301303321 |
|
Bao Zhifeng
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||