Data Mining and Knowledge Discovery -- Research on Long Life Product Prognostics Technology Based on Deep Learning and Statistical Information Fusion -- A multi-label imbalanced data classification method based on label partition integration -- X-ray Prohibited Items Recognition Based on Improved YOLOv5 -- Temporal Convolution and Multi-Attention Jointly Enhanced Electricity Load Forecasting -- Jointly Learning Structure-Augmented Semantic Representation and Logical Rules for Knowledge Graph Completion -- Rule-enhanced Evolutional Dual Graph Convolutional Network For Temporal Knowledge Graph Link Prediction -- DINE: Dynamic Information Network Embedding for Social Recommendation -- Empowering Chinese Hypernym-Hyponym Relation Extraction Leveraging Entity Description and Attribute Information -- Knowledge-Concept Diagnosis from fMRIs by using a Space-Time Embedding Graph Convolutional Network -- Interactively Mining Interesting Spatial Co-Location Patterns by Using Fuzzy Ontologies -- Representation Learning of Multi-layer Living Circle Structure -- Knowledge Graph Completion With Fused Factual and Commonsense Information -- Heterogeneous Graphs Embedding Learning with Metapath Instance Contexts -- Finding Introverted Cores in Bipartite Graphs -- Recommender Systems -- GENE: Global Enhanced Graph Neural Network Embedding for Session-based Recommendation -- Research on Predicting the Impact of Venue Based on Academic Heterogeneous Network -- Exploiting Item relationships with Dual-channel attention networks for Session-based Recommendation -- Interactive Model and Application of Joint Knowledge Base Question Answering and Semantic Matching -- Policy-Oriented Object Ranking with High-dimensional Data: A Case Study of Olympic Host Country or Region Selection -- Natural Language Processing -- A Joint Relation Extraction Model Based on Domain N-gram Adapterand Axial Attention for Military Domain -- TCM Function Multi-Classification Approach Using Deep Learning Models -- A Relation Extraction Model for Enhancing Subject Features and Relational Attention -- An Approach of Code Summary Generation Using Multi-Feature Fusion Based on Transformer -- Combines Contrastive Learning and Primary Capsule Encoder for Target Sentiment Classification -- An Entity Alignment Method Based on Graph Attention Network with Pre-Classification -- Text-independent Speaker Verification Based on Mutual Information Disentanglement -- FocusCap: Object-Focused Image Captioning with CLIP-Guided Language Model -- Chinese Nested Named Entity Recognition Based on Boundary Prompt -- Security, Privacy and Trust -- An Analysis Method for Time-based Features of Malicious Domains Based on Time Series Clustering -- Vulnerability Detection Based on Unified Code Property Graph -- Short repudiable ring signature: constant size and less overhead -- Lazy Machine Unlearning Strategy for Random Forests -- Will Data Sharing Scheme Based on Blockchain and Weighted Attribute-Based Encryption -- Secure Mutual Aid Service Scheme Based on Blockchain and Attribute-Based Encryption in Time Bank -- Exact query in Multi-Version Key Encrypted Database via Bloom filters -- BertHTLG: Graph-based Microservice Anomaly Detection through Sentence-Bert Enhancement -- An Analysis of the Rust Programming Practice for Memory Safety Assurance -- Blockchain -- A Blockchain Query Optimization Method Based on Hybrid Indexes -- Design Scheme of Anti-lost Functional Clothing for the Elderly Based on Blockchain -- Multi-User On-Chain and Off-Chain Collaborative Query Optimization Based on Consortium Blockchain -- BEAIV: Blockchain Empowered Accountable Integrity Verification Scheme for Cross-chain Data -- A novel group signature scheme with time-bound keys for blockchain -- An Efficient Storage Optimization Scheme for Blockchain Based on Hash Slot -- Parallel and Distributed Systems -- An IoT Service Development Framework Driven by Business Event Description -- Slew-driven Layer Assignment for Advanced Non-default-rule Wires -- Parallelize Accelerated Triangle Counting Using Bit-Wise on GPU -- RL-Based CEP Operator Placement Method on Edge Networks Using Response Time Feedback -- Database for artificial intelligence -- A Suitability Assessment Framework for Medical Cell Images in Chromosome Analysis -- Design innovation and application practice based on automatic thrombolysis after ischemic stroke -- Friction-based nanotransparent fibers for electronic skin for medical applications -- Self-powered flexible electronic skin based on ultra-stretchable frictional nano-integration -- Brain-machine based rehabilitation motor interface and design evaluation for stroke patients. .