The proceedings contain 119 papers. The topics discussed include: local performance trade-off in heterogeneous federated learning with dynamic client grouping;trip planning for autonomous vehicles with wireless data t...
ISBN:
(纸本)9781665471800
The proceedings contain 119 papers. The topics discussed include: local performance trade-off in heterogeneous federated learning with dynamic client grouping;trip planning for autonomous vehicles with wireless data transfer needs using reinforcement learning;fusing Wi-Fi signals and camera for driver activity recognition based on deep learning;association of IoT devices using fuzzy C-means clustering and Apriori algorithms;adaptive task offloading for mobile aware applications based on deep reinforcement learning;spatio-temporal mobile cooperative charging for low-power wireless rechargeable devices;coalition formation game in the cross-silo federated learning system;a deep learning assisted approach for minimizing the age of information in a Wi-Fi network;an improved spray-and-wait routing algorithm based on social relationship between nodes in DTN;solution probing attack against blockchain-based quality-aware crowdsourcing platforms;multi-task learning framework for detecting hashtag hijack attack in mobile social networks;an intrusion alarm data association analysis method;an uncertain graph privacy preserving scheme based on node similarity in social networks;a simulator driven by trajectory big data for network feature extraction and data transmission;analysis of temperature effects in heterogeneous outdoor wireless sensor networks;multi-AGV scheduling based on hierarchical intrinsically rewarded multi-agent reinforcement learning;and resource allocation in 5G multi-tenancy network slicing for balancing distribution power systems.
The proceedings contain 47 papers. The special focus in this conference is on Reliability and Statistics in Transportation and Communication. The topics include: Classification of Inventory Management Methods Based on...
ISBN:
(纸本)9783031266546
The proceedings contain 47 papers. The special focus in this conference is on Reliability and Statistics in Transportation and Communication. The topics include: Classification of Inventory Management Methods Based on Demand Analysis in Supply Chains;stakeholder-Oriented Investment Activities for Sustainable Supply Chain Management;use of Operational Research in Car Transport Logistics;reduction of Supply Chain Risks by Using Blockchain technology;efficiency Assessment System Based on Analytical Approach for Sustainable Development of Transport Logistics;smart Process Observer for Crane Automation;analysis of Air Pollution Monitoring System in Lithuania;piezoelectric Films Application for Vibration Diagnostics;autonomous Mobile Robot Study in the Context of Maintenance 4.0;Contribution Determination of the Statistical Loading of the Crossroads by Means of the YOLO5 Neural network;improvement of the Feature Selection Method for network Attacks Classification Using Machine Learning in Digital Forensics;optimisation of Quay Crane Scheduling Problem at the Port of Algeria;scripting Complex Events and Behaviors in computer Simulation of a Security Monitored Area;avatar: A Telepresence System for the Participation in Remote Events;anomaly Detection for Predictive Maintenance on the Example of an Induced Draft of a Waste Power Plant;development of a Reliable and Offline Capable Hard- and Software technology for Long-Term Machine Data Acquisition, Data Storing and Data Exportation;cargoTube: Next Generation Sustainable Transportation by Hyperloop Technologies;training Environment for Rare Events Learning a Feasibility Study;comparison Analysis Between Pneumatic and Airless Tires by Computational Modelling for Avoiding Road Traffic Accidents;attention-Based Spatio-Temporal Graph Convolutional networks – A Systematic Review.
The proceedings contain 17 papers. The topics discussed include: on the equilibrium points for a discrete system of two fractional-type difference equations;predication of 400kA aluminum electrolytic cell output based...
ISBN:
(纸本)9781450384964
The proceedings contain 17 papers. The topics discussed include: on the equilibrium points for a discrete system of two fractional-type difference equations;predication of 400kA aluminum electrolytic cell output based on the generative adversarial networks;research on the correlation model between equipment status and carbon emissions of emission control enterprises based on convolutional neural network;comparison of support vector machine for apron allocation;landing runway assignment by airport traffic using machine learning;prediction of isobaric vapor-liquid equilibrium data for the ternary and quaternary acetonitrile + water mixture containing ionic liquid using artificial neural network: development of feedforward backpropagation artificial neural network as an alternative to conventional thermodynamic models for the estimation of vapor-liquid equilibrium data;relations learning between BMI and injuries by Bayesian matrix completion;and a discussion on computer security technology and security preventive measures.
The proceedings contain 249 papers. The topics discussed include: WSN multi-hop routing algorithm based on non-uniform clustering;a novel encryption method combining software algorithm and spatial light modulator;atte...
ISBN:
(纸本)9781510661240
The proceedings contain 249 papers. The topics discussed include: WSN multi-hop routing algorithm based on non-uniform clustering;a novel encryption method combining software algorithm and spatial light modulator;attention enhanced dynamic kernel convolution for TDNN-based speaker verification;improved ant colony optimization based robot path planning;digital audio watermarking algorithm in copyright protection of music works;temporal coding in recurrent spiking neural networks with synaptic delay-weight plasticity;classification method for spatial targets based on convolutional neural network;multi-objective optimization design method of naval vessels degaussing coils;an optimization algorithm for tsp-like problem in warehouse picking;research on global double sequence alignment optimization algorithm based on dynamic programming;private cloud resource prediction based on combinatorial optimization algorithm;and Chinese short text classification by combining BERT and graph convolutional network.
The proceedings contain 49 papers. The special focus in this conference is on Artificial Intelligence in China. The topics include: Research on Helmet Detection Algorithm Based on Improved YOLOv5s;label Embedding Base...
ISBN:
(纸本)9789819912551
The proceedings contain 49 papers. The special focus in this conference is on Artificial Intelligence in China. The topics include: Research on Helmet Detection Algorithm Based on Improved YOLOv5s;label Embedding Based Scoring Method for Secondary School Essays;Research on Wheat Ears Detection Method Based on Improved YOLOv5;Aircraft Target Detection Algorithm Based on Improved YOLOv5s;a Survey in Virtual Image Generation Based on Generative Adversarial networks;research on the Service for the Disabled in Interior Design and Product Design Based on Artificial Intelligence;application and Prospect of Artificial Intelligence Image Analysis technology in Natural Resources Survey;application and Technical Analysis of computer Vision technology in Natural Resource Survey;research on Natural Language Processing technology in Construction Project Management;review of Generative Adversarial networks in Object Detection;a Review of the Application of Convolutional Neural networks in Object Detection;optimal Deployment of Large-Scale Wireless Sensor network Based on Topological Potential Adaptive Graph Clustering;INSL: Text2SQL Generation Based on Inverse Normalized Schema Linking;the Research on Prediction for Financial Distress in Car Company Listed Combining Financial Indicators and Text Data;frame Interpolation for Weather Radar Data;a Hybrid Neural network for Music Generation Using Frequency Domain Data;Prediction Model for Inclusive Finance Development Considering the Impact of COVID-19: The Case of China;certifiable Optimal Visual Pose Estimation for Space Applications;Automotive Manufacturing Revenue Prediction Using Financial and Comment Sentiment Data Based on CNN Model;exploring the Application of SketchUp and Twinmotion in Building Design Planning;Deep Learning-Enhanced ICA Algorithm for Sub-Gaussian Blind Source Separation.
The proceedings contain 164 papers. The topics discussed include: performance evaluation of the block truncation image coding with bch codes under noisy channels;neural network prediction of receiver bias in ionospher...
ISBN:
(纸本)9781665485845
The proceedings contain 164 papers. The topics discussed include: performance evaluation of the block truncation image coding with bch codes under noisy channels;neural network prediction of receiver bias in ionospheric delay computation;a multilayer-perceptron based method for track misregistration mitigation in dual-reader/two-track reading BPMR systems;adaptive modulation and power allocation in green cognitive radio networks;channel estimation for enhanced subcarrier index modulation OFDM using Zadoff-Chu sequence pilot in nonlinear channel;a compact planar microstrip low pass filter with improved out-of-band rejection utilizing dumbbell-shaped defected ground structure;a deep learning-based channel estimation for high-speed train environments;development of account management system for secure wireless authentication;multilayer perceptron-based detector for a coded two-dimensional magnetic recording;and designing village idea lab as digital-based incubator of ideas and innovation in efforts to establish new entrepreneurs on village youth in East Java.
The proceedings contain 30 papers. The topics discussed include: analysis of Chinese calligraphy fonts using content-based image retrieval;drunken dragon cyber dance: application of augmented reality technology in dru...
ISBN:
(纸本)9781665498302
The proceedings contain 30 papers. The topics discussed include: analysis of Chinese calligraphy fonts using content-based image retrieval;drunken dragon cyber dance: application of augmented reality technology in drunken dragon cultural heritage education;evaluation model of student ability realized by computer to master and use French vocabulary based on intelligent corpus analysis database;functional design and model development on mobile learning system of college English;image retrieval and identification of abdominal organs based on convolutional features;intelligent analysis of college English test results by data mining techniques;marine economic forecasting in Guangdong province based on variable learning rate of neural network algorithm;modeling for development of 3 to 7 years old children’s behavior self-regulation by Gini decision tree algorithm;research on computer–aided translation of vector mixed semantic network in information age;research on construction of laboratory intelligent management platform and standard system based on Internet of things;and research on flipped classroom teaching model realized by computer based on intelligent interpretation corpus.
The proceedings contain 19 papers. The topics discussed include: estimating parking availability using decision tree regressor;a deep learning approach for arrhythmia detection and classification based on IoT wearable...
ISBN:
(纸本)9798350334494
The proceedings contain 19 papers. The topics discussed include: estimating parking availability using decision tree regressor;a deep learning approach for arrhythmia detection and classification based on IoT wearable technology;towards a new POI recommendation approach based on implicit trust between users;toward a movie recommender system based on association rules and LDA approach;enhanced deep autoencoder based recommender system;premises of conservativity violations in ontology alignments;fake profiles identification on social networks with bio inspired algorithm;on improving the energy efficiency in wireless sensor network using hybrid firefly and simulated annealing algorithms;and integration of Internet of things in BPM lifecycle: concepts and comparison of approaches.
The proceedings contain 77 papers. The special focus in this conference is on Parallel Processing and Applied Mathematics. The topics include: Neural Nets with a Newton Conjugate Gradient Method on Mult...
ISBN:
(纸本)9783031304415
The proceedings contain 77 papers. The special focus in this conference is on Parallel Processing and Applied Mathematics. The topics include: Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs;Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications;Cost and Performance Analysis of MPI-Based SaaS on the Private Cloud Infrastructure;building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations;evaluation of Machine Learning Techniques for Predicting Run Times of Scientific Workflow Jobs;Smart Clustering of HPC Applications Using Similar Job Detection Methods;distributed Work Stealing in a Task-Based Dataflow Runtime;task Scheduler for Heterogeneous Data Centres Based on Deep Reinforcement Learning;Shisha: Online Scheduling of CNN Pipelines on Heterogeneous Architectures;General Framework for Deriving Reproducible Krylov Subspace algorithms: BiCGStab Case;proactive Task Offloading for Load Balancing in Iterative Applications;language Agnostic Approach for Unification of Implementation Variants for Different Computing Devices;high Performance Dataframes from Parallel Processing Patterns;global Access to Legacy Data-Sets in Multi-cloud Applications with Onedata;MD-Bench: A Generic Proxy-App Toolbox for State-of-the-Art Molecular Dynamics algorithms;Breaking Down the Parallel Performance of GROMACS, a High-Performance Molecular Dynamics Software;GPU-Based Molecular Dynamics of Turbulent Liquid Flows with OpenMM;a Novel Parallel Approach for Modeling the Dynamics of Aerodynamically Interacting Particles in Turbulent Flows;reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments;distributed Objective Function Evaluation for Optimization of Radiation Therapy Treatment Plans;a Generalized Parallel Prefix Sums Algorithm for Arbitrary Size Arrays;GPU4SNN: GPU-Based Acceleration for Spiking Neural network Simulations;Ant System Inspired Heuristic Optimization of UAVs Depl
The proceedings contain 77 papers. The special focus in this conference is on Parallel Processing and Applied Mathematics. The topics include: Neural Nets with a Newton Conjugate Gradient Method on Mult...
ISBN:
(纸本)9783031304446
The proceedings contain 77 papers. The special focus in this conference is on Parallel Processing and Applied Mathematics. The topics include: Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs;Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications;Cost and Performance Analysis of MPI-Based SaaS on the Private Cloud Infrastructure;building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations;evaluation of Machine Learning Techniques for Predicting Run Times of Scientific Workflow Jobs;Smart Clustering of HPC Applications Using Similar Job Detection Methods;distributed Work Stealing in a Task-Based Dataflow Runtime;task Scheduler for Heterogeneous Data Centres Based on Deep Reinforcement Learning;Shisha: Online Scheduling of CNN Pipelines on Heterogeneous Architectures;General Framework for Deriving Reproducible Krylov Subspace algorithms: BiCGStab Case;proactive Task Offloading for Load Balancing in Iterative Applications;language Agnostic Approach for Unification of Implementation Variants for Different Computing Devices;high Performance Dataframes from Parallel Processing Patterns;global Access to Legacy Data-Sets in Multi-cloud Applications with Onedata;MD-Bench: A Generic Proxy-App Toolbox for State-of-the-Art Molecular Dynamics algorithms;Breaking Down the Parallel Performance of GROMACS, a High-Performance Molecular Dynamics Software;GPU-Based Molecular Dynamics of Turbulent Liquid Flows with OpenMM;a Novel Parallel Approach for Modeling the Dynamics of Aerodynamically Interacting Particles in Turbulent Flows;reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments;distributed Objective Function Evaluation for Optimization of Radiation Therapy Treatment Plans;a Generalized Parallel Prefix Sums Algorithm for Arbitrary Size Arrays;GPU4SNN: GPU-Based Acceleration for Spiking Neural network Simulations;Ant System Inspired Heuristic Optimization of UAVs Depl
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