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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 / edited by Wanling Gao, Kai Hwang, Changyun Wang , Weiping Li, Zhigang Qiu, Lei Wang, Aoying Zhou, Weining Qian, Cheqing Jin, Zhifei Zhang.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1385
- Communications in Computer and Information Science, 1865-0937 ; 1385
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Blockchains (Databases).
- Database management.
- Machine learning.
- Artificial Intelligence.
- Blockchain.
- Database Management System.
- Machine Learning.
- Local Subjects:
- Artificial Intelligence.
- Blockchain.
- Database Management System.
- Machine Learning.
- Physical Description:
- 1 online resource (XVI, 508 pages) : 196 illustrations, 140 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-16-1160-5
- 9789811611605
- Access Restriction:
- Restricted for use by site license.
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