E-raamat: Data Mining and Big Data: 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part II

A life prediction method for power supply in rail transit signal system
under variable temperature conditions.- Hypergraph Ontology Sparse Vector
Representation and Its Application to Ontology Learning.- On-line Firmware
Updating and Fingerprint Generating for Solid State Disks.- Feature Map
Transfer: Vertical Federated Learning for CNN Models.- A Random Multi-target
Backdooring Attack on Deep Neural Networks.- Intelligent Attack Behavior
Portrait For Path Planning Of Unmanned Vehicles.- Anti Intelligent Mine
Unmanned Ground Vehicle Based on Reinforcement Learning.- A surface fitting
image super-resolution algorithm based on triangle mesh partition.- Image
Definition Evaluation Function Based on Improved Maximum Local Variation and
Focusing Window Selection.- A classic multi-method collaborative obfuscation
strategy.- The construction of knowledge graph for personalized online
teaching.- A BP neural network prediction method based on multi-strategy
improved sparrow search algorithm.- LDA topic mining of light food customer
reviews on the Meituan platform.- MIFNet:A Lightweight Multi-scale
Information Fusion Network.- Intrusion Detection Method Based on Small Sample
Learning.- Research on Hierarchical Retrieval Method of Ethnic Clothing Based
on Semantic Feature Fusion.- An Improved Method of Blockchain Consortium
Chain Consensus Mechanism Based on Random Forest Model.- Traceable
Identity-Based Ring Signature for Protecting Mobile IoT Devices.- BSO-CMA-ES:
Brain Storm Optimization Based Covariance Matrix Adaptation Evolution
Strategy for Multimodal Optimization.- A Generalized 2 Divergence for
Multisource Information Fusion.- Certificateless proxy authentication scheme
on lattices under the background of big data.- A Privacy-Preserving Anime
Recommendation Method on Distributed Platform.- Compound fault diagnosis of
industrial robot based on improved multi-label one-dimensional convolutional
neural network.- A Class Imbalance Monitoring Model for Fetal Heart
Contractions Based on Gradient Boosting Decision Tree Ensemble Learning.- A
lattice-based anonymous authentication for privacy protection of medical
data.- Defend against poisoning attacks in federated learning.- SOBC: A Smart
Ocean Oriented Blockchain System for Cross-organizational Data Sharing.-
Personalized Recommendation System of Web Academic Information Based on Big
Data and Quality Monitoring Technology.- Population Learning based Memetic
Algorithm for Community Detection in Complex Networks.- An Improved Bacterial
Foraging Optimization for Global Optimization.- A security data sharing model
for cloud network.- A Dynamic Compression Method for Database Backup Files in
Cloud Environments.- Research on Fault Detection and Diagnosis Method of
Diesel Engine Air System Based on Deep Learning.- A Multi-objective Structure
Variant Bacterial Heuristic Feature Selection Method in High-dimensional Data
Classification.- FAA Transition Away From Radar and Towards ADS-B Aircraft
Communication-Based on Accuracy.- A New Contingency Axiomatic System For
Rough sets.- Health index construction and remaining useful life prediction
of mechanical axis based on action cycle similarity.- Approximation Relation
For Rough Sets.-  The effect of organizational learning ability on innovative
behavior of scientific research personnel in universities.- ABAC: Anonymous
Bilateral Access Control Protocol with Traceability for Fog-Assisted Mobile
Crowdsensing.- Sector Error-Oriented Durability-Aware Fast Repair in
Erasure-Coded Cloud Storage Systems.- ACT: anonymous consensus based on Tor.-
Medical Image Fusion Based on Undecimated Dual-tree Complex Wavelet Transform
and NSCT.- A Multi-branch Ensemble Agent Network for Multi-Agent
Reinforcement Learning.