the proceedings contain 105 papers. the special focus in this conference is on Numerical Computations: theory and algorithms. the topics include: Resource Allocation via Bayesian Optimization: an Efficient A...
ISBN:
(纸本)9783031812408
the proceedings contain 105 papers. the special focus in this conference is on Numerical Computations: theory and algorithms. the topics include: Resource Allocation via Bayesian Optimization: an Efficient Alternative to Semi-Bandit Feedback;multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning;extended Optimal Control Problem for Practical Application;explainable Process Deviance Discovery with Data-Efficient Deep Learning;line Search Stochastic Gradient Algorithm with A-priori Rule for Monitoring the Control of the Variance;a Machine Learning Approach to Speed up the Solution of the Distributor’s Pallet Loading Problem;combined First- and Second-Order Directions for Deep Neural Networks Training;constrained Global Optimization by Smoothing;the Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization algorithms;an Improved Modified Jaya Optimization Algorithm: Application to the Solution of Nonlinear Equation systems;GPU Acceleration of the Enhanced Jaya Optimization Algorithm for Solving Large systems of Nonlinear Equations;effective Resistance Based Community Detection in Complex Networks;a Comparison of Formulations for Aircraft Deconfliction;optimal Recombination Problem in Genetic Programming for Boolean Functions;heuristics with Local Improvements for Two-Processor Scheduling Problem with Energy Constraint and Parallelization;numerical Analysis of Optimal Control of Assets and Liabilities by a Bank;optimal Control for Stochastic Multi-agent systems Withthe Use of Parallel Hybrid Genetic Algorithm;DC Optimization in Adversarial Sparse Support Vector Machine;A First-Order Optimality Condition in Nonsmooth Generalized Semi-infinite Programming (GSIP);miniaturisation of Binary Classifiers through Sparse Neural Networks;Price Forecasting for Bitcoin: Linear Regression and SVM Approaches;inside the Box: 0–1 Linear Programming Under Interval Uncertainty;machine Learn
the proceedings contain 105 papers. the special focus in this conference is on Numerical Computations: theory and algorithms. the topics include: Resource Allocation via Bayesian Optimization: an Efficient A...
ISBN:
(纸本)9783031812460
the proceedings contain 105 papers. the special focus in this conference is on Numerical Computations: theory and algorithms. the topics include: Resource Allocation via Bayesian Optimization: an Efficient Alternative to Semi-Bandit Feedback;multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning;extended Optimal Control Problem for Practical Application;explainable Process Deviance Discovery with Data-Efficient Deep Learning;line Search Stochastic Gradient Algorithm with A-priori Rule for Monitoring the Control of the Variance;a Machine Learning Approach to Speed up the Solution of the Distributor’s Pallet Loading Problem;combined First- and Second-Order Directions for Deep Neural Networks Training;constrained Global Optimization by Smoothing;the Unreasonable Effectiveness of Optimal Transport Distance in the Design of Multi-Objective Evolutionary Optimization algorithms;an Improved Modified Jaya Optimization Algorithm: Application to the Solution of Nonlinear Equation systems;GPU Acceleration of the Enhanced Jaya Optimization Algorithm for Solving Large systems of Nonlinear Equations;effective Resistance Based Community Detection in Complex Networks;a Comparison of Formulations for Aircraft Deconfliction;optimal Recombination Problem in Genetic Programming for Boolean Functions;heuristics with Local Improvements for Two-Processor Scheduling Problem with Energy Constraint and Parallelization;numerical Analysis of Optimal Control of Assets and Liabilities by a Bank;optimal Control for Stochastic Multi-agent systems Withthe Use of Parallel Hybrid Genetic Algorithm;DC Optimization in Adversarial Sparse Support Vector Machine;A First-Order Optimality Condition in Nonsmooth Generalized Semi-infinite Programming (GSIP);miniaturisation of Binary Classifiers through Sparse Neural Networks;Price Forecasting for Bitcoin: Linear Regression and SVM Approaches;inside the Box: 0–1 Linear Programming Under Interval Uncertainty;machine Learn
the proceedings contain 28 papers. the special focus in this conference is on Innovations and Interdisciplinary Solutions for Underserved Areas. the topics include: A Risk-Based Pedestrian Crossing Decision Model for&...
ISBN:
(纸本)9783031864926
the proceedings contain 28 papers. the special focus in this conference is on Innovations and Interdisciplinary Solutions for Underserved Areas. the topics include: A Risk-Based Pedestrian Crossing Decision Model for Traffic Simulation in African Urban Traffic;modelling and Optimization of the Electrical Parameters of an InxGa1-xN Solar Cell Under Dynamic Frequency Illumination;assessment of Pavement Damage Caused by Speed Bumps Along Nyanya – Jikwoyi Road Abuja;analyzing Water’s Characteristics Health Impact with Classification algorithms;optimizing Coverage in a Wireless Sensors Network by Selecting the Best Sensors;Towards a Single-Sign-On Authentication Architecture Based on OpenID Connect Protocol and Blockchain Technology;an Experimental 5G Standalone Testbed for Rural Connectivity;an Application of the Hough Transform and Convolutional Neural Networks to Detect Straight Lines;a Slotted Random Access Algorithm for Efficient Transmission in White Area: Case of Artisanal Fishing in West Africa;a New Delay History Predictor for Multi-skill Call Center;retrieving Data from Social Network Platforms: A State-of-Art Review;strabismus Diagnosis and Angular Deviation Calculation Based on Artificial Intelligence Approaches: A Review;Towards the Implementation of a Dynamic IDS for IoT: Anomaly Detection in MQTT Traffic;straight-Line Recognition in a Virtual Hexagonal Grid Using Hough Transform;predicting the Rate of Aflatoxin Contamination in the White Corn Value Chain;the Impact of Agents Heterogeneous in Call Center Performance Measures;towards a Mobile, Intelligent, Personalized and Adaptive E-learning System Considering Learners’ Context in Semi-nomadic and Conflict Zones;comparative Study of Machine Learning Models for the Detection of Abusive Messages: Case of Wolof-French Codes Mixing Data;towards an Ontology-Based Platform for Integrating Infectious Disease Simulation Models;AI-Based Control Approach of .SN Reserved Domain Names (***);efficient Combination of
the proceedings contain 34 papers. the special focus in this conference is on Recent Trends in computing. the topics include: Deep Learning-Based Prediction of Human Ageing Related Proteins;the Insight of Cluster...
ISBN:
(纸本)9789819788354
the proceedings contain 34 papers. the special focus in this conference is on Recent Trends in computing. the topics include: Deep Learning-Based Prediction of Human Ageing Related Proteins;the Insight of Clustering algorithms for Emerging Networking Paradigms;Revolutionizing Cardiovascular Health: Exploring the Potential of AI-Driven Approaches in Diagnosing Arrhythmia Disorders;humor Detection in Telugu Social Media Text Using Cost-Sensitive Learning and Indian Language Embeddings;empirical Comparison of Sleep Disorder Prediction Using Machine Learning Techniques;securing Smart Grids: Decentralized Anomaly Detection Using Federated Learning and Recurrent Neural Networks;machine Learning-Powered Intrusion Detection for Network Security;secure Chat System: Harnessing the Power of Hybrid Encryption for Enhanced Security and Confidentiality;deep Neural Networks for Early Diabetes Mellitus Prediction;advancements in Image Deblurring and Performance Metrics Using Deep Learning Technique;emotion-Levitating Music Recommendation System through Real-Time Facial Recognition;smartVoice TrashMate: the Intelligent Voice-Controlled Trash Bin;an Innovative Image Enhancement Algorithm for Color Filter Array Images: A Novel Approach;Enhancing Secure and Efficient Communication in Free-Space Optical Networks Using Spectral Amplitude Coding - OCDMA Technology;enhancing Citrus Fruit Classification and Quality Assessment through Advanced Machine Learning Techniques;connecting Health for a Better Tomorrow through Internet of Medical things;image Processing in Retail Marketing: Innovations for Customer Engagement, Sales, and Operational Efficiency;Leaf Checker: AI-Based Plant Diagnostic Tool Using Alexnet and Mobilenet;ioT-Supported Indoor Navigation System Using Machine Learning Technique;a Customizable Virtual Assistant Enhanced with Vision and Speech Capabilities;An Unequal Cluster-Based Routing Mechanism Using Lyrebird Optimization Algorithm to Achieve Network Longevity in WSNs.
the proceedings contain 34 papers. the special focus in this conference is on Recent Trends in computing. the topics include: Deep Learning-Based Prediction of Human Ageing Related Proteins;the Insight of Cluster...
ISBN:
(纸本)9789819789450
the proceedings contain 34 papers. the special focus in this conference is on Recent Trends in computing. the topics include: Deep Learning-Based Prediction of Human Ageing Related Proteins;the Insight of Clustering algorithms for Emerging Networking Paradigms;Revolutionizing Cardiovascular Health: Exploring the Potential of AI-Driven Approaches in Diagnosing Arrhythmia Disorders;humor Detection in Telugu Social Media Text Using Cost-Sensitive Learning and Indian Language Embeddings;empirical Comparison of Sleep Disorder Prediction Using Machine Learning Techniques;securing Smart Grids: Decentralized Anomaly Detection Using Federated Learning and Recurrent Neural Networks;machine Learning-Powered Intrusion Detection for Network Security;secure Chat System: Harnessing the Power of Hybrid Encryption for Enhanced Security and Confidentiality;deep Neural Networks for Early Diabetes Mellitus Prediction;advancements in Image Deblurring and Performance Metrics Using Deep Learning Technique;emotion-Levitating Music Recommendation System through Real-Time Facial Recognition;smartVoice TrashMate: the Intelligent Voice-Controlled Trash Bin;an Innovative Image Enhancement Algorithm for Color Filter Array Images: A Novel Approach;Enhancing Secure and Efficient Communication in Free-Space Optical Networks Using Spectral Amplitude Coding - OCDMA Technology;enhancing Citrus Fruit Classification and Quality Assessment through Advanced Machine Learning Techniques;connecting Health for a Better Tomorrow through Internet of Medical things;image Processing in Retail Marketing: Innovations for Customer Engagement, Sales, and Operational Efficiency;Leaf Checker: AI-Based Plant Diagnostic Tool Using Alexnet and Mobilenet;ioT-Supported Indoor Navigation System Using Machine Learning Technique;a Customizable Virtual Assistant Enhanced with Vision and Speech Capabilities;An Unequal Cluster-Based Routing Mechanism Using Lyrebird Optimization Algorithm to Achieve Network Longevity in WSNs.
the proceedings contain 24 papers. the special focus in this conference is on Information Science, Communication and computing. the topics include: the AIoT Ward Management and Health Monitori...
ISBN:
(纸本)9789819617807
the proceedings contain 24 papers. the special focus in this conference is on Information Science, Communication and computing. the topics include: the AIoT Ward Management and Health Monitoring System based on Aliyun IoT Platform;blockchain-Based Verifiable Multi-Keyword Ciphertext Retrieval Scheme;a Secure and Efficient Signcryption Scheme Applying in IoT Scenarios;a Distraction Mining Network for Polyp Segmentation;ORLQ: A Link Quality-Based Routing Protocol for UWSN;A Method for Lightweight DDoS Attack Detection Based on LightGBM;smart Contract Vulnerability Detection Method Based on Node Feature Augmentation Graph Convolutional Network;smart Contract Vulnerability Detection Method Based on Edge-Deactivation Graph Convolutional Network;an Exhaustive Survey on the Methods and Applications of Graph Neural Networks;assessment of Forecast algorithms of Aircraft Icing in Southwestern China;Research on Topic Mining Based on LDA Model;from Text to Emotion: Applying Fine-Tuning Techniques to Large Language Models for Sentiment Analysis of Children’s Reading;fine-Grained Sketch-Based Image Retrieval Using a Contrastive Learning Framework;radiometric Difference Measurement Method Based on Infrared thermal Imager;automatic Measurement of Knee Joint Space Width on Anteroposterior X-ray Images Based on U2-Net;detection of Hip-Knee-Ankle Angle in Lower Limb X-rays Based on Multi-Classification U2-Net (Angles to Angle);target Association of Heterogeneous Sensors Based on Attribute-Position Fusion;verification and Testing of Chinese Information Technology Application Innovation Network Security for the Tobacco Industry;Fine-Grained Image Classification Based on BAM Attention Mechanism and PPM Pyramid Enhancement Methodological Studies;multimodal Machine Translation Based on Text-Image Aggregation;adaptive Multi-scale Fusion Transformer for Image Super-Resolution.
the proceedings contain 45 papers. the special focus in this conference is on Computational Intelligence in Pattern Recognition. the topics include: Vietnamese Text Summarization Using Transformer Approach;DQN Trader:...
ISBN:
(纸本)9789819780891
the proceedings contain 45 papers. the special focus in this conference is on Computational Intelligence in Pattern Recognition. the topics include: Vietnamese Text Summarization Using Transformer Approach;DQN Trader: Reinforcement Learning for Automated Trading;indirect Feature Extraction for Efficient Fingerprint Recognition;A Novel and Intelligent Neuroimage Analysis for Tumor Classification withthermo-Color Segmentation Using VGG-16;a Deep Feature Ensemble Methodology for 2D Biomedical Image Classification;detection of Hardware Trojan in Nanocrossbar-Based Cryptographic Circuit;convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture;performance Comparison of Different Machine Learning Classifiers for Diabetes Prediction;Intelligent Anti-tamper systems: Safeguarding Critical Infrastructure in the Era of Proliferating Interconnected Devices and IoBT;contrasting Various Cryptographic algorithms for Storage and Cloud computing Services;A New Technique of Cellular-Automata-Based PUF Design in Nanoscale Crossbar Circuits;CrimeScene2Graph: Generating Scene Graphs from Crime Scene Descriptions Using BERT NER;a Squeeze and Excitation Framework Utilizing ResNet-152 for Alzheimer’s Disease Dementia Classification;Identification of Real or Fake Currency Using Semi-supervised Generative Adversarial Networks (SSGANs);efficient Detection of Fake Twitter Profiles on Social Media through Hybrid Deep Learning Model;religious Sentiment Analysis and Detection on Social Media;Visualizing NASDAQ Composite Index Historical Data Using Tableau;typeface Identification for English Using Convolutional Neural Networks;Adaptive Ensemble of ML Regressors and LSTM for Stock Price Prediction;PolyNMT: Neural Machine Translation Model with Seq2Seq Encoder-Decoder System;a Rectangular Slotted Sierpinski Fractal Bowtie Antenna for Multiband Wireless Communications;enhancing Cardiac Health: Machine Learning in Coronary Artery Disease Predi
the proceedings contain 69 papers. the topics discussed include: schedulability-aware mapping of real-time object-oriented models to multi-threaded implementations;using measurements to derive the worst-case execution...
ISBN:
(纸本)0769509304
the proceedings contain 69 papers. the topics discussed include: schedulability-aware mapping of real-time object-oriented models to multi-threaded implementations;using measurements to derive the worst-case execution time;extracting safe and precise control flow from binaries;low-level analysis of a portable Java byte code WCET analysis framework;dynamic memory management for real-time embedded Java chips;efficient pure-buffer algorithms for real-time systems;a comparative study of the realization of rate-based computing services in general purpose operating systems;chopping and versioning real-time transactions to avoid remote blocking;efficient resource management for hard real-time communication over differentiated services architectures;minimizing the maximum end-to-end delay on tree structure using the distributed pinwheel model;and a multi-server design for a distributed mpeg video system with streaming support and QoS control.
the proceedings contain 243 papers. the topics discussed include: availability-aware virtual network embedding for multi-tier applications in cloud networks;a cluster-based hybrid access strategy using non-cooperative...
ISBN:
(纸本)9781479989362
the proceedings contain 243 papers. the topics discussed include: availability-aware virtual network embedding for multi-tier applications in cloud networks;a cluster-based hybrid access strategy using non-cooperative game theory for ultra-dense HetNet;a cost and contention conscious scheduling for recovery in cloud environment;customer churn aware resource allocation and virtual machine placement in cloud;a head record cache structure to improve the operations on big files in cloud storage servers;predicting scheduling failures in the cloud: a case study with Google clusters and Hadoop on Amazon EMR;parallel BP neural network on single-chip cloud computer;different implementations of AES cryptographic algorithm;HETS: heterogeneous edge and task scheduling algorithm for heterogeneous computingsystems;constructing a mobility and acceleration computing platform with NVIDIA Jetson TK1;evaluation of hybrid parallel cell list algorithms for Monte Carlo simulation;and efficient parallel multi-pattern matching using GPGPU acceleration for packet filtering.
the proceedings contain 11 papers. the topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed ac...
ISBN:
(纸本)9781450351362
the proceedings contain 11 papers. the topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed acyclic graphs;progressive load balancing of asynchronous algorithms;a case for migrating execution for irregular applications;pressure-driven hardware managed thread concurrency for irregular applications;an efficient data layout transformation algorithm for locality-aware parallel sparse FFT;spherical region queries on multicore architectures;evaluation of knight landing high bandwidth memory for HPC workloads;enabling work-efficiency for high performance vertex-centric graph analytics on GPUs;and accelerating energy games solvers on modern architectures.
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