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Intelligent Information and Database Systems

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Cover of 'Intelligent Information and Database Systems'

Table of Contents

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    Book Overview
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    Chapter 1 A New Data Transformation and Resampling Approach for Prediction of Yield Strength of High-Entropy Alloys
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    Chapter 2 A Semi-Formal Approach to Describing Semantics of Data Modeling Patterns
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    Chapter 3 Obfuscating LLVM IR with the Application of Lambda Calculus
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    Chapter 4 Structural and Compact Latent Representation Learning on Sparse Reward Environments
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    Chapter 5 A Survey of Explainable Artificial Intelligence Approaches for Sentiment Analysis
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    Chapter 6 Social Collective Model of Non-internet Social Networks
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    Chapter 7 A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices
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    Chapter 8 Hybrid Approaches to Sentiment Analysis of Social Media Data
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    Chapter 9 Integrating Ontology-Based Knowledge to Improve Biomedical Multi-Document Summarization Model
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    Chapter 10 An Improvement of Diachronic Embedding for Temporal Knowledge Graph Completion
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    Chapter 11 DCA-Based Weighted Bagging: A New Ensemble Learning Approach
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    Chapter 12 Deep-Learning- and GCN-Based Aspect-Level Sentiment Analysis Methods on Balanced and Unbalanced Datasets
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    Chapter 13 Applying the Malmquist Productivity Index Model to Assess the Performance of the Coffee Enterprise in DakLak Vietnam
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    Chapter 14 A Cluster-Constrained Graph Convolutional Network for Protein-Protein Association Networks
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    Chapter 15 Fuzzy Logic Framework for Ontology Concepts Alignment
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    Chapter 16 Can Ensemble Calibrated Learning Enhance Link Prediction? A Study on Commonsense Knowledge
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    Chapter 17 Multi-criteria Approaches to Explaining Black Box Machine Learning Models
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    Chapter 18 Improving Loss Function for Polyp Detection Problem
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    Chapter 19 Flow Plugin Network for Conditional Generation
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    Chapter 20 Investigating the Impact of Parkinson’s Disease on Brain Computations: An Online Study of Healthy Controls and PD Patients
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    Chapter 21 Speech Enhancement Using Dynamical Variational AutoEncoder
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    Chapter 22 Vietnamese Multidocument Summarization Using Subgraph Selection-Based Approach with Graph-Informed Self-attention Mechanism
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    Chapter 23 NegT5: A Cross-Task Text-to-Text Framework for Negation in Question Answering
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    Chapter 24 An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech
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    Chapter 25 Novel Topic Models for Parallel Topics Extraction from Multilingual Text
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    Chapter 26 Adapting Code-Switching Language Models with Statistical-Based Text Augmentation
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    Chapter 27 Improving Hotel Customer Sentiment Prediction by Fusing Review Titles and Contents
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    Chapter 28 In Support of Push-Based Streaming for the Computing Continuum
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    Chapter 29 Effective Method of Implementing Constrained Optimization Problems Using Data Instances
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    Chapter 30 Scheduling Deep Learning Training in GPU Cluster Using the Model-Similarity-Based Policy
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Title
Intelligent Information and Database Systems
Published by
Springer Nature Singapore, September 2023
DOI 10.1007/978-981-99-5837-5
ISBNs
978-9-81-995836-8, 978-9-81-995837-5
Editors

Nguyen, Ngoc Thanh, Boonsang, Siridech, Fujita, Hamido, Hnatkowska, Bogumiła, Hong, Tzung-Pei, Pasupa, Kitsuchart, Selamat, Ali

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