Advanced Data Mining and Applications: 16th International Conference, Adma 2020, Foshan, China, November 12-14, 2020, Proceedings, Yang Xiaochun, Wang Chang-Dong, Islam MD Saiful
Advanced database and web applications.-Big data.- Data mining.- Machine learning for database.- Data warehouse and OLAP.- Information retrieval.- Data model and query language.- Query processing.- Optimization.- Recommendation systems.- Data quality and credibility.- Multimedia databases.- Temporal and spatial databases.- Data streams and time-series data.- Semantic web and knowledge management.- Graph data management.- Social network analytics.- Bio and health informatics.- Blockchain and parallel/distributed systems.- Security.- Privacy and Trust.- Databases for emerging hardware.
Advanced database and web applications.-Big data.- Data mining.- Machine learning for database.- Data warehouse and OLAP.- Information retrieval.- Data model and query language.- Query processing.- Optimization.- Recommendation systems.- Data quality and credibility.- Multimedia databases.- Temporal and spatial databases.- Data streams and time-series data.- Semantic web and knowledge management.- Graph data management.- Social network analytics.- Bio and health informatics.- Blockchain and parallel/distributed systems.- Security.- Privacy and Trust.- Databases for emerging hardware.
Описание: This book constitutes the proceedings of the 13th International Conference on Intelligent Robotics and Applications, ICIRA 2020, held in Kuala Lumpur, Malaysia, in November 2020. The 45 full papers and 3 short papers were carefully reviewed and selected from 66 submissions.
Описание: The two-volume set LNCS 12385 + 12386 constitutes the proceedings of the 15th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2020, which was held during September 13-15, 2020. The 67 full and 14 short papers presented in these proceedings were carefully reviewed and selected from 216 submissions.
Описание: The papers are grouped in topical sections on world wide web, recommendation, query processing and algorithm, natural language processing, machine learning, graph query, edge computing and data mining, data privacy and security, and blockchain.
Описание: Full Papers.- Reinforcement Learning based Group Event Invitation Algorithm.- OSCD: An Online Charging Scheduling Algorithm to Optimize Cost and Smoothness.- Maximizing The Expected In uence in Face of The Non-Progressive Adversary.- A Novel Anti-attack Revenue Optimization Algorithm in the Proof-of-work based Blockchain.- Can the Max-Min Fair Allocation be Trustful in a Centralized Resource System.- A Novel Blockchain Network Structure Based on Logical Nodes.- Dynamic Distribution Routing Algorithm Based on Probability for Maritime Delay Tolerant Networks.- Learning-Aided Mobile Charging for Rechargeable Sensor Networks.- A Social Relationship Enabled Cooperative Jamming Scheme for Wireless Communications.- Multi-Job Associated Task Scheduling based on Task Duplication and Insertion for Cloud Computing.- Communication-Efficient and Privacy-Preserving Protocol for Computing Over-Threshold Set-Union.- Approximation Algorithm for the Offloading Problem in Edge Computing.- Quality of Service Optimization in Mobile Edge Computing Networks via Deep Reinforcement Learning.- Camera Style Guided Feature Generation for Person Re-Identification.- Sync or Fork: Node-Level Synchronization Analysis of Blockchain.- Multi-user Cooperative Computation Offloading in Mobile Edge Computing.- SDTCNs: A Symmetric Double Temporal Convolutional Network for Chinese NER.- Verifiable Encrypted Search with Forward Secure Updates for Blockchain-based System.- Capacity Analysis of Ambient Backscatter System with Bernoulli Distributed Excitation.- Multiset Synchronization with Counting Cuckoo Filters.- Privacy-Aware Online Task Offloading for Mobile-Edge Computing.- A Class Incremental Temporal-Spatial Model Based on Wireless Sensor Networks for Activity Recognition.- Sensor Deployment for Composite Event Monitoring in Battery-free Sensor Networks.- Optimizing Motion Estimation With an ReRAM-based PIM Architecture.- Trajectory-based Data Delivery Algorithm in Maritime Vessel Networks based on Bi-LSTM.- Cold start and Learning Resource Recommendation Mechanism Based on Opportunistic network in the context of campus collaborative learning.- Outsourced Multi-Authority ABE with White-box Traceability for Cloud-IoT.- Deep Learning Enabled Quickest Detection of Identity Spoo ng Attacks.- On-Line Learning-Based Allocation of Base Stations and Channels in Cognitive Radio Networks.- A Deep Spatial-Temporal Network for Vehicle Trajectory Prediction.- Beamforming for MISO Cognitive Radio Networks Based on Successive Convex Approximation.- K-Anonymous Privacy Preserving Scheme Based on Bilinear Pairings over Medical Data.- Incentive Mechanism for Socially-Aware Mobile Crowdsensing: A Bayesian Stackelberg Game.- Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks.- An improved parallel network tra c anomaly detection method based on Bagging and GRU.- Joint Server Selection and SFC Routing for Anycast in NFV-enabled SDNs.- Blockchain-based Privacy-preserving Dynamic Spectrum Sharing.- A Survey: Applications of Blockchains in the Internet of Vehicles.- A Secure Topology Control Mechanism for SDWSNs Using Identity-based Cryptography.- A Blockchain-Based Decentralized Public Auditing Scheme for Cloud Storage.- A New Fully Homomorphic Signatures from Standard Lattices.- An Efficient Malicious User Detection Mechanism for Crowdsensing System.- Implementation of Video Transmission over Maritime Ad Hoc Network.- A Reliable Multi-task Allocation Based on Reverse Auction for Mobile Crowdsensing.- A Blockchain based Privacy-Preserving Cloud Service Level Agreement Auditing Scheme.- CPBA: An Efficient Conditional Privacy-preserving Batch Authentication Scheme for VANETs.- Consensus in Wireless Blockchain System.- Blockchain-based Service Recommendation Supporting Data Sharing.- Multi-objective disaster backup in inter-datacenter using reinforcement learning.- Detecting Internet-scale NATs for IoT Devices Based on Tri-net.- Data integrity
Описание: This book constitutes the proceedings of the 19th International Conference on Smart Card Research and Advanced Applications, CARDIS 2020, which took place during November 18-20, 2020. The conference was originally planned to take place in Lubeck, Germany, and changed to an online format due to the COVID-19 pandemic.
Описание: This book constitutes the refereed proceedings of the 34th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy, DBSec 2020, held in Regensburg, Germany, in June 2020.*The 14 full papers and 8 short papers presented were carefully reviewed and selected from 39 submissions.
Описание: This volume constitutes refereed proceedings of the Third International Conference on Smart Applications and Data Analysis, SADASC 2020, held in Marrakesh, Morocco. The 24 full papers and 3 short papers presented were thoroughly reviewed and selected from 44 submissions.
Adaptive Multiple-view Label Propagation for Semi-Supervised Classication.- Container Damage Identication based on Fmask-RCNN.- Multiagent Reinforcement Learning for Combinatorial Optimization.- Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for An Anchor-Hole Driller.- Exploring Multi-scale Deep Encoder-decoder and PatchGAN for Perceptual Ultrasound Image Super-resolution.- Reliable neighbors-based Collaborative Filtering for Recommendation Systems.- Downhole condition identication for geological drilling processes based on qualitative trend analysis and expert rules.- Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems.- Mengh Generalized Locally-linear embedding: A Neural Network Implementation.- Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine.- Tailored Pruning via Rollback Learning.- Coordinative Hyper-Heuristic Resource Scheduling in Mobile Cellular Networks.- Latent Sparse Discriminative Learning for Face Image Set Classication.- Sparse multi-task least-squares support vector machine.- Discriminative Subspace Learning for Cross-view Classication with Simultaneous Local and Global Alignment.- A Recognition Method of Hand Gesture based on Dual-SDAE.- Image Generation from Layout via Pair-wise RaGAN.- Learning Unsupervised Video Summarization with Semantic-consistent Network.- Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables.- 2-Dimensional Interval Neutrosophic Linguistic Numbers and Their Utilization in Group Decision Making.- Cross-Modal N-Pair Network for Generalized Zero-Shot Learning.- A Bi-Directional Relation Aware Network for Link Prediction in Knowledge Graph.- Deep K-Means: A Simple and Eective Method for Data Clustering.- Brain Storm Optimization Algorithms: A Brief Review.- A Binary Superior Tracking Articial Bee Colony for Feature Selection.- A Hybrid Neural Network RBERT-C based on Pre-trained RoBERTa and CNN for User Intent Classication.- Image Registration Algorithm Based on Manifold Regularization with Thin-plate Spline Model.- Optimal Control of Nonlinear Time-delay Systems with Input Constraints Using Reinforcement Learning.- Disaggregated Power System Signal Recognition using Capsule Network.- Design of echo state network with coordinate descent method and l1 regularization.- An advanced actor-critic algorithm for training video game AI.- Neural Network-Based Adaptive Control for EMS Type Maglev Vehicle Systems with Time-Varying Mass.- A Novel Collision-Avoidance TDMA MAC Protocol for Fog-assisted VCNs.- Design optimization of plate-n heat exchanger using sine cosine algorithm.- Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea.- Scalable Multi-Agent Reinforcement Learning Architecture for Semi-MDP Real-Time Strategy Games.- Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction.- Multi-period Distributed Delay-sensitive Tasks Ooading in a Two-layer Vehicular Fog Computing Architecture.- Template-Enhanced Aspect Term Extraction with Bi-contextual Convolutional Neural Networks.- Privacy Sensitive Large-Margin Model for Face De-identication.- Balancing of Bike-sharing networks via constrained model predictive control.- RLV Reentry Trajectory Optimization Design Based on Improved Differential Evolution Algorithm.- A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition.
Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Conference on Mobile Computing, Applications, and Services, MobiCASE 2020, held in Shanghai, China, in September 2020.
Описание: This book constitutes the refereed proceedings of the Third International Conference on Dynamic Data Driven Application Systems, DDDAS 2020, held in Boston, MA, USA, in October 2020. The 21 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 40 submissions.
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