Advances in Artificial Intelligence and Security
Springer International Publishing (Verlag)
978-3-030-78617-5 (ISBN)
The total of 131 full papers and 52 short papers presented in this 3-volume proceedings was carefully reviewed and selected from 1013 submissions. The papers were organized in topical sections as follows:
Part I: artificial intelligence;
Part II: artificial intelligence; big data; cloud computing and security internet;
Part III: cloud computing and security; encryption and cybersecurity; information hiding; IoT security.
Artificial Intelligence.- An approach based on demand prediction with LSTM for solving multi-batch 2D cutting stock problems.- The identification of slope crack based on convolutional neural network.- Multi-dimensional fatigue driving detection method based on SVM improved by the kernel function.- Experiments of Federated Learning for COVID-19 Chest X-ray Images.- A Novel Network Covert Channel Model based on Blockchain Transaction Parity.- An Improved CNN Model for Fast Salient Object Detection.- Control system design of transport Robot based on Multi-color Recognition.- SACache: Size-Aware Load Balancing for Large-Scale Storage Systems.- Heterogeneous-ISA Application Migration in Edge Computing: Challenges, Techniques and Open Issues.- The Interaction Between Probe and Cavity Field Assists Quantum Synchronization.- Big Data.- W-Louvain A Group Detection Algorithm Based On Synthetic Vectors.- Application of non-negative matrix factorization in faultdetection of distribution network.- Patent Citation Network Analysis Based on Improved Main Path Analysis: Mapping Key Technology Trajectory.- On-chain and Off-chain Collaborative Management System Based on Consortium Blockchain.- The Implementation of Aeronautical Information Exchange Model in SWIM.- CCTL: Cascade Classifier Text Localization Algorithm in Natural Scene Image.- Research on the Application of Big Data Analysis in University Library.- Research on Support Vector Machine in Traffic Detection Algorithm.- Application Research on Crop Straw Biomass Waste in Logistics Packaging System.- Research On Data Analysis To Improve English Vocabulary Learning Performance.- Hungarian Method in a car-sharing system application research.- Network Topology Discovery Based on Classification Algorithm.- Research on Feature Words for IoT Device Recognition Based on Word2vec.- Coverless Information Hiding Method Based on Combination Morse code and Double Cycle Application of Starter.- Application of Grey Forecasting Model to CPI Index Forecast.- A Preliminary Study about Star Image Processing Method in Harsh Environment.- Combining Turning Point Detection with Grid Transformation for Road Intersection Detection.- Evaluation of Training Effect of New Professional Farmers Based on BP Neural Network.- Evaluation of training effect of new-type professional Farmer based on cloud model.- A study on the characteristics of college students' consumption behavior based on clustering and association rules.- Research and Application of Nuclear Reactor Computational Data Framework Based on HDF5.- Exploiting API description information to improve code comment generation.- A Tag Recommendation Method for OpenStreetMap Based on FP-Growth and Improved Markov Process.- Data Processing and Development of Big Data System: A Survey.- Current PHM Surveys for Mechanical Engineering.- Multi-sensor Fusion Detection Method for Vehicle Target Based on Kalman Filter and Data Association Filter.-Research on Crop Growth Period Estimation Based on Fusion Features.- Research and Application of Holographic Portrait Label System Construction for Main Equipment of Distribution Network Based on Big Data.- An Empirical Study on the Tourism Image of Nanjing From the Perspective of International Students.- Anomaly detection based on isolated forests.- An Information Identification Method for Venture Firms based on Frequent Itemset Discovery.- Design of Abnormal Behavior Detection System in the State Grid Business Office.- Research on the Application of Intelligent Detection Technology in Business Hall System.- Study on Freshness Indicator Agent of Natural Plant Pigment.- Multi-dimensional Visualization and Simulation Analysis of COVID-19 Outbreak.- Enterprise Electricity Consumption Forecasting Method Based on Federated Learning.- Cloud Computing and Security.- Revisit Raft Consistency Protocol on Private Blockchain System in High Network Latency.- Privacy-Pr
| Erscheinungsdatum | 30.06.2021 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XVIII, 746 p. 111 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1151 g |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Schlagworte | Applications • Artificial Intelligence • Communication Systems • Computer Hardware • Computer Networks • Computer Science • Computer Security • Computer systems • computer vision • conference proceedings • Databases • Data communication systems • Engineering • Image Processing • Informatics • Internet • machine learning • Mathematics • Network Protocols • Research • Signal Processing • Telecommunication networks • Telecommunication Systems • wireless telecommunication systems |
| ISBN-10 | 3-030-78617-X / 303078617X |
| ISBN-13 | 978-3-030-78617-5 / 9783030786175 |
| Zustand | Neuware |
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