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Table of Contents: “...Automotive standards -- MISRA -- AUTOSAR -- AEC -- Automotive safety -- ISO 26262 -- ASIL -- Automotive security -- What it used to mean: car alarms etc -- What it means today: hacking -- What it will mean tomorrow: counterfeiting -- The near future of the automotive market -- Performance -- The emergence of multicore -- The connected vehicle -- The automated vehicle -- Conclusion -- I/O device and I/O controller -- Category of I/O devices -- I/O controller -- Memory-mapped 1/0 and DMA -- Flash, SD/SDHC and disk drive -- Network-attached storage -- I/O programming -- I/O software goals -- I/O software layer -- Case study: device driver in Linux -- Storage programming -- I/O for block devices -- Flash device programming -- SATA device driver -- Performance improvement of storage systems -- Case study 1: performance optimization on SDHC -- Case study 2: performance optimization on NAS -- Summary -- Bibliography -- Introduction -- System architecture of network devices -- Data, control, service and management planes -- Multicore SoCs for networking -- Cores -- Packet engine hardware (PEH) block -- Network programming models -- Pipeline programming model -- Run-to-completion programming -- Structure of packet-processing software -- Data-plane infrastructure (DP-Infra) -- Structure of the forwarding engine -- Packet-processing application requirements -- Network application programming techniques -- Multicore performance techniques for network application programmers....”
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Table of Contents: “...Half Title; Title Page; Copyright; Contents; Preface; 1 Reverse-Engineering Software Behavior; 1 Introduction; 2 Background; 2.1 Modeling Software Behavior; 2.1.1 Modeling Data; 2.1.2 Modeling Sequential Behavior; 2.1.2.1 State Machines; 2.1.2.2 Message Sequence Charts and Sequence Diagrams; 2.1.3 Combining Data and Control; 2.1.3.1 EFSMs; 2.1.3.2 Algebraic Models; 2.2 The Reverse-Engineering Process; 2.2.1 Summary; 3 Static Analysis; 3.1 Why do we Need Behavioral Models if we have Source Code?...”
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Table of Contents: “...Data Mining Methods and Applications -- Mining Partially-Ordered Episode Rules in an Event Sequence -- Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining -- Complexes of low dimensional linear classifiers with L1 margins -- Automatic Identification of Bird Species from Audio -- Session based recommendations using Recurrent neural networks - Long short-term memory -- UVDS: A New Dataset for Tra c Forecasting with Spatial-Temporal Correlation -- A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database -- An efficient approach for mining high-utility itemsets from multiple abstraction levels -- Mining Class Association Rules on dataset with missing data -- Machine Learning Methods -- Clustering Count Data with Stochastic Expectation Propagation -- Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model -- Mixture-Based Unsupervised Learning for Positive Correlated Count Data -- Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian optimization -- VEGAS: A variable length-based Genetic Algorithm for ensemble selection in deep ensemble learning -- Demand Forecasting for Textile Products using Statistical Analysis and Machine Learning Algorithms -- Parallelization of Reinforcement Learning Algorithms for Video Games -- Decision Support and Control Systems -- A Gap-based Memetic Differential Evolution (GaMeDE) applied to multi-modal optimisation - using multi-objective optimization concepts -- Simulating Emergency Departments Using Generalized Petri Nets -- What do you know about your network: an empirical study of value network awareness in e-commerce -- A robust approach to employee competences in project management -- Key Aspects of Customer Intelligence in the Era of Massive Data -- How Spatial Data Analysis Can Make Smart Lighting Smarter -- Natural Language Processing -- Convolutional Neural Networks for Web Documents Classification -- Sequential model-based optimization for Natural Language Processing Data Pipeline Selection and Optimization -- Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary -- Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings -- Tweets Topic Classification using Transformer-based Language Models -- A New Approach for Measuring the Influence of Users on Twitter -- Building a Domain Specific Knowledge Graph for Business Networking Analysis -- Cybersecurity Intelligent Methods -- N-tier machine learning-based architecture for DDoS attack detection -- Detection of Distributed Denial of Service Attacks using Automatic Feature Selection with Enhancement for Imbalance Dataset -- AntiPhiMBS: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level -- Missing/Incomplete Data Handling in Cybersecurity Applications -- An Experimental Study of Machine Learning for Phishing Detection -- Computer Vision Techniques -- Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects -- Ground plane estimation for obstacle avoidance during fixed-wing UAV landing -- UAV on-board emergency safe landing spot detection system combining classical and deep learning-based segmentation methods -- Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation -- An Approach to Automatic Detection of Architectural Fa cades in Spherical Images -- Computational Imaging and Vision -- Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic -- Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning -- NovemE - Color Space Net for Image Classification -- Application of Improved YOLOv3 Algorithm in Mask Recognition -- Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm -- Word Segmentation for Gujarati Handwritten Documents -- Advanced Data Mining Techniques and Applications -- A SPEA-based Group Trading Strategy Portfolio Optimization Algorithm -- Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction Training -- Forecasting Stock Trend Based on the Constructed Anomaly-Patterns based Decision Tree -- A Transparently-Secure and Robust Internetworking Data Retrieval Framework for Financial-Technology Applications -- Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography -- An Efficient Method for Multi-Request Route Search -- Machine Learning Model for the Classification of Musical Composition Genres -- Intelligent and Contextual Systems -- Emotional Piano Melodies Generation using Long Short-Term Memory -- SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry -- Contextual Soft Dropout Method in Training of Artificial Neural Networks -- Bone Age Assessment by means of Intelligent Approaches -- Random Number Generators in Training of Contextual Neural Networks -- The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention -- Towards Layer-wise Optimization of Contextual Neural Networks with Constant Field of Aggregation -- Commonsense Knowledge, Reasoning and Programming in Artificial Intelligence -- Community Detection in Complex Networks: A Survey on Local Approaches -- A Q-Learning based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours -- Cross-Domain Co-Author Recommendation Based on Knowledge Graph Clustering -- Data Modelling and Processing for Industry 4.0 -- Trident: Change Point Detection for Multivariate Time Series via Dual-level Attention Learning -- Facial Representation Extraction by Mutual Information Maximization and Correlation Minimization -- Localization system for wheeled vehicles operating in underground mine based on inertial data and spatial intersection points of mining excavations -- Innovations in Intelligent Systems -- Evaluating mutation operator and test case effectiveness by means of mutation testing -- Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors....”
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Table of Contents: “...-- The Presence of Diagrams and Problems Requiring Diagram Construction: Comparing Mathematical Word Problems in Japanese and Canadian Textbooks -- Diagrams and Computation -- Extracting Interactive Actor-Based Data ow Models from Legacy C Code -- Visualising Lattices with Tabular Diagrams -- Understanding scholarly neural network system diagrams through application of VisDNA -- A universal grammar for parsing visualization types { using visually enforced combination rules -- Visualizing Program State as a Clustered Graph for Learning Programming -- Dynamic Flowcharts for Enhancing Learners' Understanding of the Control Flow during Programming Learning -- Cognitive Analysis -- Cognitive Properties of Representations: A Framework -- Intentional Diagram Design: Using Gestalt Perceptual Grouping in Cladograms to Tackle Students' Misconceptions -- Cognitive Style's Effects on User Task Performance in Network Visualisations -- Concentrating Competency Pro le Data Into Cognitive Map of Knowledge Diagnosis -- Diagrams as Structural Tools -- Interactivity in Linear Diagrams -- Diagrammatic Representations of Uncertainty in Meteorological Forecasting -- Structuralist analysis for neural network system diagrams -- Modeling Multimodal Interactions and Feedback for Embodied Geovisualization -- Formal Diagrams -- On the Cognitive Potential of Derivative Meaning in Aristotelian Diagrams -- Number and quality of diagrams in scholarly publications is associated with number of citations -- How can numerals be iconic? ...”
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Table of Contents: “...Streaming networks for coordinating data-parallel programs (position statement) /...”
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Table of Contents: “...Networking and Architectures -- Accelerating GPU-Based Out-of-Core Stencil Computation with On-the-Fly Compression -- Routing with Ant Colony Optimization in Wireless Mesh Networks -- A light-weight scheme for detecting component structure of network traffic -- Evaluating the performance and conformance of a SYCL implementation for SX-Aurora TSUBASA -- Bayesian Optimization Based Task Scheduling in Heterogeneous Computing Systems -- Optimizing Uplink Bandwidth Utilization for Crowdsourced Livecast -- A Batched Jacobi SVD Algorithm on GPUs and Its Application to Quantum Lattice Systems -- A Molecular Dynamics Based Multi-Scale Platelet Aggregation Model and Its High-throughput Simulation -- Approximation and Polynomial Algorithms for Multi-Depot Capacitated Arc Routing Problems -- Zero-shot Face Swapping with De-identification Adversarial Learning -- An user-driven active way to push ACL in Software-Defined Networking -- Photonic Computing and Communication for Neural Network Accelerators -- Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips -- The design and implementation of reconfigurable quaternary logic processor -- A 3D Dubins Curve Constructing Method Based on Particle Swarm Optimization -- Software Systems and Technologies -- Towards Conflict-Aware Workload Co-execution on SX-Aurora TSUBASA -- A Learning-Based Scheduler for High Volume Processing in Data Warehouse using Graph Neural Networks -- Adaptive Updates for Erasure-Coded Storage Systems Based on Data Delta and Logging -- Matching Program Implementations and Heterogeneous Computing Systems -- FastDCF: A Partial Index based Distributed and Scalable Near-Miss Code Clone Detection Approach for Very Large Code Repositories -- Towards Optimal Fast Matrix Multiplication on CPU-GPU Platforms -- Temperature Matrix-based Data Placement Using Improved Hungarian Algorithm in Edge Computing Environments -- Realtime Physics Simulation of Large Virtual Space with Docker Containers -- A deep reinforcement learning-based approach to the scheduling of multiple workflows on non-dedicated edge servers -- A MVCC Approach to Parallelizing Interoperability of Consortium Blockchain -- An Effective and Reliable Cross-Blockchain Data Migration Approach -- Algorithm for the Facility Location Problem with Origin and Destination -- Reinforcement Learning-based Auto-scaling Algorithm for Elastic Cloud Workflow Service -- Optimal Energy Efficiency Strategy of mm Wave Cooperative Communication Small Cell based on SWIPT -- Providing Low Latency Execution Guarantees under Uncertainty in Serverless Platforms -- High resolution patient-specific blood flow simulation in a full-size aneurysmal aorta based on a parallel two-level method -- Optimizing Data Locality by Executor Allocation in Reduce Stage for Spark Framework -- TEFRED: A temperature and energy cognizant fault-tolerant real-time scheduler based on deadline partitioning for heterogeneous platforms -- Algorithms and Applications -- Social Recommendation via Graph Attentive Aggregation -- MACSQ: Massively Accelerated DeepQ Learning on GPUs using on-the-fly State Construction -- Model-based Multi-agent Policy Optimization with Dynamic Dependence Modeling -- Multi-index federated aggregation algorithm based on trusted verification -- Few-shot Generative Learning by Modeling Stereoscopic Priors -- Distributed fair k-Center clustering problems with outliers -- Multi-zone residential HVAC control with satisfying occupants' thermal comfort requirements and saving energy via reinforcement learning -- Approximating BP Maximization with Distorted-Based Strategy -- Streaming Algorithms for Maximization of a Non-Submodular Function with a Cardinality Constraint on the Integer Lattice -- Adaptable Focal Loss for Imbalanced Text Classification -- Roman Amphitheater Classification Using Convolutional Neural Network and Data Augmentation -- Data-Hungry Issue in Personalized Product Search -- Jointly Super Resolution and Degradation Learning on Unpaired Real-World Images -- Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification -- Latent Multi-view Subspace Clustering Based on Schatten-p Norm -- Security and Privacy -- MOFIT: An efficient access control scheme with attribute merging and outsourcing capability for Fog-enhanced IoT -- RepBFL: Reputation based Blockchain-Enabled Federated Learning Framework for Data Sharing in Internet of Vehicles -- Multimodal Fusion Representation Learning based on Differential Privacy -- Efficient List Decoding Applied to ECC^2 -- Federated Data Integration for Heterogeneous Partitions based on Differential Privacy -- Patient-Chain: Patient-centered healthcare system a Blockchain-based technology in dealing with emergencies -- A differential privacy image publishing method based on wavelet transform -- Traffic Matrix Prediction Based on Differential Privacy and LSTM -- A blockchain-based continuous query differential privacy algorithm -- Formalization and Verification of Group Communication CoAP using CSP....”
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