Artificial Intelligence and Security: 5th International Conference, Icais 2019, New York, Ny, Usa, July 26-28, 2019, Proceedings, Part II

ISBN-13: 9783030242640 / Angielski / Miękka / 2019 / 665 str.

Xingming Sun; Zhaoqing Pan; Elisa Bertino

Spis treści

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 Scheduling Algorithm 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 Optimization of 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 Encrypted Watermarking for Medical Images Based on DWT-DCT and Tent Mapping in Encrypted Domain.- An Analysis of A Three-Factor Authentication Scheme and Its Improved Fix.- A Novel Content Based Image Retrieval Scheme in Cloud Computing.- Mobile Image Retrieval System for Cloud Service Based on Convolutional Neural Network and Hadoop.- Formal Specification of Concurrent Enforcement Ucon Model with CTL Logic.- Design of Real-Time Resource-Aware Network Resource Allocation Mechanism Under SDN Background.- RSCM: A Reliability-Aware Service Chain Mapping.