Artificial Intelligence and Security
Springer International Publishing (Verlag)
978-3-030-24264-0 (ISBN)
The total of 230 full papers presented in this 4-volume proceedings was carefully reviewed and selected from 1529 submissions. The papers were organized in topical sections as follows:
Part I: cloud computing;
Part II: artificial intelligence; big data; and cloud computing and security;
Part III: cloud computing and security; information hiding; IoT security; multimedia forensics; and encryption and cybersecurity;
Part IV: encryption and cybersecurity.
Artificial Intelligence.- CCNET: Cascading Convolutions for Cardiac Segmentation.- A Deep Belief Networks Based Prediction Method for Identification of Disease-associated Non-coding SNPs in Human Genome.- On Human-like Performance Artificial Intelligence - A Demonstration Using an Atari Game.- Implementation of Multiplicative Seasonal ARIMA modeling and Flood Prediction based on Long-Term Time Series Data in Indonesia.- Improved Bayesian Method with Collision Recovery for RFID Anti-Collision.- Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph.- A Comparative Study of Machine Learning Classifiers for Network Intrusion Detection.- On True Language Understanding.- The l2,1-Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation.- Molecular Dynamics Simulation Optimization Based on GROMACS on Sunway TaihuLight.- A Review of Network Representation Learning.- A Two-stage Deep Neural Network for Sequence Labeling.- Reinforcement Learning based Content Push Policy for HetNets with Energy Harvesting Small Cells.- A Comparative Research on Open Source Edge Computing Systems.- Weather Forecasting Using Artificial Neural Network.- A New Quantitative Evaluation Method for Fuzzing.- Classification of ECG Arrhythmia Using CNN, SVM and LDA.- Discrete Similarity Preserving Hashing for Cross-Modal Retrieval.- Classification of Vitiligo Based on Convolutional Neural Network.- Big Data.- Multi-scale and Hierarchical Embedding for Polarity Shift Sensitive Sentiment Classification.- Trade-off between Energy Consumption and Makespan in the Mapreduce Resource Allocation Problem.- FSampleJoin: A Fixed-sample-based Method for String Similarity Joins using MapReduce.- Mass Diffusion Recommendation Algorithm Based on Multi-Subnet Composited Complex Network Model.- Optimizing Word Embedding for Fine-grained Sentiment Analysis.- A Sentiment Classification Model Based on Multiple Multi-classifier Systems.- Task SchedulingAlgorithm based on Campus Cloud Platform.- Automatic Self-feedback for the Studying effect of MOOC Based on Support Vector Machine.- Prediction on Payment Volume from Customer Service Electricity Channel.- Delay-Tolerant Rendezvous-based Data collection for Target Tracking in Large-Scale Wireless Sensor Networks with UGV.- Energy-Efficient Data-Collection with Rendezvous-Based Approaches in Large-Scale WSNs with multi-UGV.- Analysis of the Efficiency-Energy with Regression and Classification in Household using K-NN 354.- Probe Recommendation Algorithm for Link Delay Detection.- Recommendation with Heterogeneous Information Networks Based on Meta-Graph.- A GA-optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy.- Modeling and Simulation of Network Public Opinion Propagation Model Based on Interest Matching in Social Network.- Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment.- Research on the Optimizationof Spark Big Table Equal Join.- Gait Recognition based on spatial-temporal information .- Research on Load Balancing Algorithm Optimization Based on Spark Platform.- A System for Calculating the Amount of Motion Based on 3D Pose Estimation.- Design of Security Portrait Big Data Application System.- Urban traffic flow forecast based on ST-SEResNet.- A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation.- Input-Output Analysis of Chinese National Agricultural Science and Technology Park.- A Power Grid Operations Monitoring Platform Based on Big Data Technology.- An Efficient Social-Aware Routing Strategy in Mobile Social Networks.- Cloud Computing and Security.- Improvement of Differential Fault Attack Based on Lightweight Ciphers with GFN Structure.- Cloud Management Systems - Load Balancing Algorithms and VDI Implementation Techniques.- When Side Channel becomes Good: Kernel Malware Attack Investigation.- Robust Encrypte
| Erscheinungsdatum | 14.07.2019 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Security and Cryptology |
| Zusatzinfo | XVII, 665 p. 375 illus., 189 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1032 g |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Schlagworte | Algorithm analysis and problem complexity • Applications • Artificial Intelligence • Cloud Computing • Computer Science • Computer systems • conference proceedings • Data Security • energy efficiency • Image Processing • Image Segmentation • Informatics • Internet • network architecture • Neural networks • Quality of Service (QoS) • Recommender Systems • Research • Signal Processing • Support Vector Machines (SVM) • Telecommunication networks • wireless networks • wireless sensor networks • wireless telecommunication systems |
| ISBN-10 | 3-030-24264-1 / 3030242641 |
| ISBN-13 | 978-3-030-24264-0 / 9783030242640 |
| Zustand | Neuware |
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