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Intelligent Computing and Block Chain: First BenchCouncil International Federated Conferences, FICC 2020, Qingdao, China, October 30 – November 3, 2020, Revised Selected Papers de Wanling Gao

Intelligent Computing and Block Chain: First BenchCouncil International Federated Conferences, FICC 2020, Qingdao, China, October 30 – November 3, 2020, Revised Selected Papers: Communications in Computer and Information Science, cartea 1385

Editat de Wanling Gao, Kai Hwang, Changyun Wang, Weiping Li, Zhigang Qiu, Lei Wang, Aoying Zhou, Weining Qian, Cheqing Jin, Zhifei Zhang
en Limba Engleză Paperback – 11 mar 2021
This book constitutes the refereed post-conference proceedings of the Second BenchCouncil International Federated Intelligent Computing and Block Chain Conferences, FICC 2020, held in Qingdao, China, in October/ November 2020. The 32 full papers and 6 short papers presented were carefully reviewed and selected from 103 submissions. The papers of this volume are organized in topical sections on AI and medical technology; AI and big data; AI and block chain; AI and education technology; and AI and financial technology.
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Specificații

ISBN-13: 9789811611599
ISBN-10: 9811611599
Ilustrații: XVI, 508 p. 196 illus., 140 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.73 kg
Ediția:1st ed. 2021
Editura: Springer Nature Singapore
Colecția Springer
Seria Communications in Computer and Information Science

Locul publicării:Singapore, Singapore

Cuprins

AI and Medical Technology.- BLU-GAN: Bi-Directional ConvLSTM U-Net with Generative Adversarial Training for Retinal Vessel Segmentation.- Choroidal Neovascularization Segmentation Based on 3D CNN with Cross Convolution Module.- Task-Free Recovery and Spatial Characterization of a Globally Synchronized Network from Resting-State EEG.- PRU-net: an U-net model with pyramid pooling and residual block for WMH segmentation.- Two-way Perceived Color Difference Saliency Algorithm for Image Segmentation of Port Wine Stains.- A new pathway to explore reliable biomarkers by detecting typical patients with mental disorders.- Activities Prediction of Drug Molecules by Using Automated Model Building with Descriptor Selection.- Survival Prediction of Glioma Tumors Using Feature Selection and Linear Regression.- AI and Big Data.- Root Cause Localization from Performance Monitoring Metrics Data with Multidimensional Attributes.- A Performance Benchmark for Stream Data Storage Systems.- Failure Characterization based on LSTM Networks for Bluegene/L System Logs.- Trac Crowd Congested Scene Recognition Based on Dilated Convolution Network.- Failure Prediction for Large-Scale Clusters Logs via Mining Frequent Patterns.- FLBench: An Isolated Data Island Benchmark Suite for Federated Learning.- Fake news detection using knowledge vector.- A reconfigurable electrical circuit auto-processing method for direct electromagnetic inversion.- Implementing Natural Language Processes to Natural Language Programming.- AI and Block Chain.- LSO: A Dynamic and Scalable Blockchain Structuring Framework.- CISV: A Cross-Blockchain Information Synchronization and Verification Mode.- A Formal Process Virtual Machine for EOS-based Smart Contract Security Verification.- AVEI: A Scientific Data Sharing Framework Based on Blockchain.- SCT-CC: A Supply Chain Traceability System Based on Cross-chain Technology of Blockchain.- Game-Theoretic Analysis on CBDC Adoption.- Design of experiment management system for stability control system based on blockchain technology.- A Cross-chain Gateway for Efficient Supply Chain Data Management.- AI and Education Technology.- Automatic essay scoring model based on multi-channel CNN and LSTM.- Research on Knowledge Graph in Education Field from the Perspective of Knowledge Graph.- Course Evaluation Analysis Based on Data Mining and AHP: A case study of Python courses on MOOC of Chinese universities.- Process-oriented definition of evaluation indicators, learning behavior collection and analysis: A case study.- The reform and construction of computer essential courses in New Liberal Arts aiming at improving Data Literacy.- Entity Coreference Resolution for Syllabus via Graph Neural Network.- An Exploration of the Ecosystem of General Education in Programming.- The New Theory of Learning in the Era of Educational Information 2.0Connected Constructivism.- AI and Financial Technology.- A Stock Index Prediction Method and Trading Strategy Based on the Combination of Lasso-Grid Search-Random Forest.- Dynamic Copula Analysis of the Effect of COVID-19 Pandemic on Global Banking Systemic Risk.- Real-Time Order Scheduling in Credit Factories: A Multi-Agent Reinforcement Learning Approach.- Predicting Digital Currency Price Using Broad Learning System and Genetic Algorithm.- Selective Multi-source Transfer Learning with Wasserstein Domain Distance for Financial Fraud Detection.