Description

Book Synopsis

.- Clustering Methods.

.- Data-Driven Open Finance: A Novel Architecture for Financial Inclusion in Developing Countries.

.- Stock Trend Prediction Based on Complex Network and Sentiment Analysis.

.- Three-way Clustering Based on Improved DPC Algorithm.

.- An Effective Parameter Tuning Technique for Plain and Scalable Spectral Clustering Methods.

.- Randomly Synergistic Data Augmentation Based Convolutional Neural Networks for Chinese Herbal Medicine Recognition.

.- Classification of Agricultural Data using MultiLayer Extreme Learning Machine with Fuzzy Kernel Function.

.- Knowledge Graph.

.- Med-RAIK: Interpretable Medication Recommendation Model Augmented by Integrating Knowledge Graph.

.- Research on the Implementation Mechanism of Dynamic Ontology in Knowledge Graph.

.- QuatRE: Knowledge Graph Embeddings via Relation Rotation in Quaternion Space.

.- Research on the Architecture of Software-Defined Decision-Making Operating System Based on Dynamic Ontology.

.- Decomposition and Generation Method of Task Data Requirement List Based on Graph Model.

.- UAV Applications.

.- Adaptive Dynamic Multi-Objective Trajectory Optimization for UAV-enabled Wireless Powered Communication Networks.

.- Improved DETR for Pedestrian Detection from the perspective of UAV.

.- A Gaussian Function-Based Masking Method for UAV Target Tracking.

.- Large Languange Models and Applications.

.- Domain-Specific Information Extraction in Chinese with Pre-Trained Language Models: An Exploration Report.

.- Large Language Model-based Automatic Generation Method for Test Cases Across Multiple Programming Language Types.

.- Distractor Generation for Multiple-Choice Question Using Existing Distractor.

.- Short Text Topic Modeling with Vector Quantization.

.- Multi-Criterion Models and Applications.

.- Controlled Causal Hallucinations Can Estimate Phantom Nodes in Multiexpert Mixtures of Fuzzy Cognitive Maps.

.- Enhanced Image Captioning Model Using Winograd Convolution and Multi-objective Bayesian Optimization.

.- Hybridizing Earthquake Dynamics-based Optimization with Multiple Adaptative Differential Evolution: Towards a Faster Convergence Metaheuristic.

Data Mining and Big Data

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    £104.49

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    RRP £109.99 – you save £5.50 (5%)

    Order before 4pm today for delivery by Mon 15 Jun 2026.

    A Paperback by Ying Tan

    15 in stock


      View other formats and editions of Data Mining and Big Data by Ying Tan

      Publisher: Springer
      Publication Date: 26/06/2025
      ISBN13: 9789819671779, 978-9819671779
      ISBN10:

      Description

      Book Synopsis

      .- Clustering Methods.

      .- Data-Driven Open Finance: A Novel Architecture for Financial Inclusion in Developing Countries.

      .- Stock Trend Prediction Based on Complex Network and Sentiment Analysis.

      .- Three-way Clustering Based on Improved DPC Algorithm.

      .- An Effective Parameter Tuning Technique for Plain and Scalable Spectral Clustering Methods.

      .- Randomly Synergistic Data Augmentation Based Convolutional Neural Networks for Chinese Herbal Medicine Recognition.

      .- Classification of Agricultural Data using MultiLayer Extreme Learning Machine with Fuzzy Kernel Function.

      .- Knowledge Graph.

      .- Med-RAIK: Interpretable Medication Recommendation Model Augmented by Integrating Knowledge Graph.

      .- Research on the Implementation Mechanism of Dynamic Ontology in Knowledge Graph.

      .- QuatRE: Knowledge Graph Embeddings via Relation Rotation in Quaternion Space.

      .- Research on the Architecture of Software-Defined Decision-Making Operating System Based on Dynamic Ontology.

      .- Decomposition and Generation Method of Task Data Requirement List Based on Graph Model.

      .- UAV Applications.

      .- Adaptive Dynamic Multi-Objective Trajectory Optimization for UAV-enabled Wireless Powered Communication Networks.

      .- Improved DETR for Pedestrian Detection from the perspective of UAV.

      .- A Gaussian Function-Based Masking Method for UAV Target Tracking.

      .- Large Languange Models and Applications.

      .- Domain-Specific Information Extraction in Chinese with Pre-Trained Language Models: An Exploration Report.

      .- Large Language Model-based Automatic Generation Method for Test Cases Across Multiple Programming Language Types.

      .- Distractor Generation for Multiple-Choice Question Using Existing Distractor.

      .- Short Text Topic Modeling with Vector Quantization.

      .- Multi-Criterion Models and Applications.

      .- Controlled Causal Hallucinations Can Estimate Phantom Nodes in Multiexpert Mixtures of Fuzzy Cognitive Maps.

      .- Enhanced Image Captioning Model Using Winograd Convolution and Multi-objective Bayesian Optimization.

      .- Hybridizing Earthquake Dynamics-based Optimization with Multiple Adaptative Differential Evolution: Towards a Faster Convergence Metaheuristic.

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