Description

Book Synopsis

.- INDRE: An Interpretable News Driven Risk Evaluation Model.
.- Efficient Transductive Few-Shot Learning with Active Learning for Imbalanced Data.
.- Parallel FHE-Based Neural Network Inference with Knowledge Distillation for Efficient Privacy-Preserving Image Classification.
.- MatSciES: Automated Knowledge Extraction and Summarization from Materials Science Literature with Large Language Models.
.- A Robust Video Steganography Method Based on Multi-Scale Decomposition and Invertible Networks.
.- IR-SDTNet: an infrared small target detection network based on denoising enhancement.
.- Blockchain-Enhanced Copyright Protection for Fashion Industry: A DBAE-Net Based and Traceable Image Similarity Detection Scheme.
.- Mixture of Experts Enhanced Heterogeneous Graph Transformer.
.- CertBA: a Decentralized Authentication Scheme via Blockchain and Dynamic Cryptographic Accumulator.
.- Adaptive Capsule Graph Neural Network with Attention Mechanism for Parathyroid Glands Detection.
.- HGC: A Hybrid Method Combining Gravity Model and Cycle Structure for Identifying Influential Spreaders in Complex Networks.
.- Code Refactoring with ChatGPT: Analysis Based on Real and Synthetic Extract Method Opportunities.
.- A Robust Data Watermarking Method Based on Secret Sharing and GAN for Digital Elevation Model.
.- MOAT: Federated Learning-Based Method for Improved Detection of IoT Botnets.
.- In-context Contrastive Learning for Temporal Knowledge Graph Reasoning.
.- Emotion-Aware Knowledge Tracing: Enhancing Student Performance Prediction with Multi-Head Emotional Attention and Dynamic Gating.
.- Mask-guided Visual Text Transformer for Radiology Reports Representation Learning.
.- MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning.
.- MTCA-ViT: Multi-modal Temporal Contrastive Vision Transformer for Depression Detection.
.- SGCoT:Self-Generating Chain-of-Thought for Discipline Classification.
.- Learning Interaction-Aware and Neighborhood Semantic-Enhanced Embedding for Link Prediction.
.- PromptPilot: Autonomous Prompt Optimization via Genetic Particle Filtering and Dynamic Exploration.
.- A Unified Computation Framework of Lattices in Hierarchical Data Analysis.
.- Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM.
.- Multi-scale Masked Transformer for Robust Point Cloud Registration.
.- Expert Data - assisted Diagnosis: An INFO - iTransformer - XGBoost Combined Discriminative System for Prenatal Diagnosis of Fetal Congenital Heart Disease.
.- Temporal Knowledge Graph Reasoning Based on Historical Statistical Reward Mechanism.
.- Optimized DFA-based URL Filtering for P4 Programmable Switches.
.- Improving Mongolian-Chinese Translation Quality using Noise-Enhanced mBART.
.- RMNS: Robust Hyper-Relational Link Prediction Model Based on Multi-Level Negative Sampling.
.- HG-GIN: Double layer attention graph isomorphism network based on hybrid neighborhood.
.- Matching Ancient Dunhuang Manuscripts Based on Multi-dimensional Feature Fusion.
.- NexaFusion: Integrating Multi-team Collaboration for High-Impact Outcomes.
.- Comprehensive Evaluation of Large Language Model Responses : A Multi-Factor Scoring System.
.- Service Area Vehicle Flow Prediction Model for Highway Service Areas Based on Gravity Model Quadratic Assignment.
.- Multi-Agent Collaborative Framework with Few-Shot CoT for Threat Detection.
.- CombDE: Direct-Distillation combined with Self-Distillation for Knowledge Graph Embeddings.
.- Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction.
.- Comparing large language model-based prompt engineering strategies with feature engineering strategies for complex word identification.
.- DARIS: Dynamic Adaptive Refinement of Interaction Sequence for Sequential Recommendation.
.- PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation.
.- FedDYS: Federated Learning Based on Local Regularization against Data Heterogeneity.

Knowledge Science Engineering and Management

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    Order before 4pm today for delivery by Tue 16 Jun 2026.

    A Paperback by Tianqing Zhu

    15 in stock


      View other formats and editions of Knowledge Science Engineering and Management by Tianqing Zhu

      Publisher: Springer
      Publication Date: 18/11/2025
      ISBN13: 9789819530571, 978-9819530571
      ISBN10:
      Also in:
      Social research and statistics

      Description

      Book Synopsis

      .- INDRE: An Interpretable News Driven Risk Evaluation Model.
      .- Efficient Transductive Few-Shot Learning with Active Learning for Imbalanced Data.
      .- Parallel FHE-Based Neural Network Inference with Knowledge Distillation for Efficient Privacy-Preserving Image Classification.
      .- MatSciES: Automated Knowledge Extraction and Summarization from Materials Science Literature with Large Language Models.
      .- A Robust Video Steganography Method Based on Multi-Scale Decomposition and Invertible Networks.
      .- IR-SDTNet: an infrared small target detection network based on denoising enhancement.
      .- Blockchain-Enhanced Copyright Protection for Fashion Industry: A DBAE-Net Based and Traceable Image Similarity Detection Scheme.
      .- Mixture of Experts Enhanced Heterogeneous Graph Transformer.
      .- CertBA: a Decentralized Authentication Scheme via Blockchain and Dynamic Cryptographic Accumulator.
      .- Adaptive Capsule Graph Neural Network with Attention Mechanism for Parathyroid Glands Detection.
      .- HGC: A Hybrid Method Combining Gravity Model and Cycle Structure for Identifying Influential Spreaders in Complex Networks.
      .- Code Refactoring with ChatGPT: Analysis Based on Real and Synthetic Extract Method Opportunities.
      .- A Robust Data Watermarking Method Based on Secret Sharing and GAN for Digital Elevation Model.
      .- MOAT: Federated Learning-Based Method for Improved Detection of IoT Botnets.
      .- In-context Contrastive Learning for Temporal Knowledge Graph Reasoning.
      .- Emotion-Aware Knowledge Tracing: Enhancing Student Performance Prediction with Multi-Head Emotional Attention and Dynamic Gating.
      .- Mask-guided Visual Text Transformer for Radiology Reports Representation Learning.
      .- MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning.
      .- MTCA-ViT: Multi-modal Temporal Contrastive Vision Transformer for Depression Detection.
      .- SGCoT:Self-Generating Chain-of-Thought for Discipline Classification.
      .- Learning Interaction-Aware and Neighborhood Semantic-Enhanced Embedding for Link Prediction.
      .- PromptPilot: Autonomous Prompt Optimization via Genetic Particle Filtering and Dynamic Exploration.
      .- A Unified Computation Framework of Lattices in Hierarchical Data Analysis.
      .- Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM.
      .- Multi-scale Masked Transformer for Robust Point Cloud Registration.
      .- Expert Data - assisted Diagnosis: An INFO - iTransformer - XGBoost Combined Discriminative System for Prenatal Diagnosis of Fetal Congenital Heart Disease.
      .- Temporal Knowledge Graph Reasoning Based on Historical Statistical Reward Mechanism.
      .- Optimized DFA-based URL Filtering for P4 Programmable Switches.
      .- Improving Mongolian-Chinese Translation Quality using Noise-Enhanced mBART.
      .- RMNS: Robust Hyper-Relational Link Prediction Model Based on Multi-Level Negative Sampling.
      .- HG-GIN: Double layer attention graph isomorphism network based on hybrid neighborhood.
      .- Matching Ancient Dunhuang Manuscripts Based on Multi-dimensional Feature Fusion.
      .- NexaFusion: Integrating Multi-team Collaboration for High-Impact Outcomes.
      .- Comprehensive Evaluation of Large Language Model Responses : A Multi-Factor Scoring System.
      .- Service Area Vehicle Flow Prediction Model for Highway Service Areas Based on Gravity Model Quadratic Assignment.
      .- Multi-Agent Collaborative Framework with Few-Shot CoT for Threat Detection.
      .- CombDE: Direct-Distillation combined with Self-Distillation for Knowledge Graph Embeddings.
      .- Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction.
      .- Comparing large language model-based prompt engineering strategies with feature engineering strategies for complex word identification.
      .- DARIS: Dynamic Adaptive Refinement of Interaction Sequence for Sequential Recommendation.
      .- PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation.
      .- FedDYS: Federated Learning Based on Local Regularization against Data Heterogeneity.

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