Database and Expert Systems Applications: 31st International Conference, Dexa 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings, Part II, Hartmann Sven, Kьng Josef, Kotsis Gabriele
Описание: This book constitutes the refereed proceedings of the 9th International Conference on Electronic Government and the Information Systems Perspective, EGOVIS 2020, held in Bratislava, Slovakia, in September 2020. The 15 full and one short papers presented were carefully reviewed and selected from 24 submissions.
Описание: This book constitutes the refereed proceedings of the 17th International Conference on Trust, Privacy and Security in Digital Business, TrustBus 2020, held in Bratislava, Slovakia, in September 2020. The 11 full and 4 short papers presented were carefully reviewed and selected from 28 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.
Knowledge Management.- Big Data, Databases.- Expert System.- Information System.- Information Retrieval.- Digital Libraries.- Mobile Computing.- Pervasive Computing.- Semantic.- Data Visualization.- Web Services.
Описание: The proceedings set LNCS 12396 and 12397 constitute the proceedings of the 29th International Conference on Artificial Neural Networks, ICANN 2020, held in Bratislava, Slovakia, in September 2020.*The total of 139 full papers presented in these proceedings was carefully reviewed and selected from 249 submissions.
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: Biological Knowledge Discovery from Data.- Cyber-Security and Functional Safety in Cyber-Physical Systems.- Machine Learning and Knowledge Graphs.
Описание: The proceedings set LNCS 12396 and 12397 constitute the proceedings of the 29th International Conference on Artificial Neural Networks, ICANN 2020, held in Bratislava, Slovakia, in September 2020.*The total of 139 full papers presented in these proceedings was carefully reviewed and selected from 249 submissions.
This book constitutes the proceedings of the 21st International Conference on Descriptional Complexity of Format Systems, DCFS 2019, held in Kosice, Slovakia, in July 2019.
The 18 full papers presented in this volume were carefully reviewed and selected from 25 submissions. The book also contains 4 invited talks. They deal with all aspects of descriptional complexity and costs of description of objects in various computational models, such as Turing machines, pushdown automata, finite automata, grammars, and others.
Описание: The Australasian Database Conference is an annual international forum for sharing the latest research advancements and novel applications of database systems, data driven applications and data analytics between researchers and practitioners from around the globe, particularly Australia, New Zealand and in the World.
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.
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