the proceedings contain 24 papers. the topics discussed include: automated algorithm for multi-variate data synthesis with Cholesky decomposition;large matrix multiplication algorithms: analysis and comparison;benchma...
ISBN:
(纸本)9798400709098
the proceedings contain 24 papers. the topics discussed include: automated algorithm for multi-variate data synthesis with Cholesky decomposition;large matrix multiplication algorithms: analysis and comparison;benchmarking classifiers for loan default prediction using archetypal analysis;enhancing banking security through intelligent models for advanced fraud prevention;innovative predictive modeling of property appraisal: emphasizing coastline proximity as a key factor;improved grey wolf optimization algorithm based on local derivative inertia weights;ensemble deep transfer learning approaches for sales forecasting;an improved teaching-learning-based optimization with adaptive moment estimation for global optimization;preprocessing-based adversarial defense for object detection via feature filtration;and person attributes recognition based on hierarchical classification.
the proceedings contain 11 papers. the topics discussed include: effective dynamic load balance using space-filling curves for large-scale SPH simulations on GPU-rich supercomputers;towards fast scalable solvers for c...
ISBN:
(纸本)9781509052226
the proceedings contain 11 papers. the topics discussed include: effective dynamic load balance using space-filling curves for large-scale SPH simulations on GPU-rich supercomputers;towards fast scalable solvers for charge equilibration in molecular dynamics applications;left-preconditioned communication-avoiding conjugate gradient methods for multiphase CFD simulations on the K computer;the gyrokinetic particle simulation of fusion plasmas on tianhe-2 supercomputer;extremely scalable algorithm for 108-atom quantum material simulation on the full system of the K computer;performance scaling variability and energy analysis for a resilient ULFM-based PDE solver;batched generation of incomplete sparse approximate inverses on GPUs;a massively parallel distributed n-body application implemented with HPX;randomized sketching for large-scale sparse ridge regression problems;optimizing plasma eigensolver on large shared memory system;and on Monte Carlo hybrid methods for linear algebra.
the proceedings contain 24 papers. the topics discussed include: are large language models good at fuzzy reasoning?;machine learning-based predictive model for fabric wastage in the apparel industry due to defective f...
ISBN:
(纸本)9798400717437
the proceedings contain 24 papers. the topics discussed include: are large language models good at fuzzy reasoning?;machine learning-based predictive model for fabric wastage in the apparel industry due to defective fabric raw materials;optimizing neural network training efficiency through spectral parameter-based multiple adaptive learning rates;machine learning-based patent transferability forecasting for emerging technology: a case study of graphene-based supercapacitors;automated pest control: computer vision for wildlife surveillance;anomaly detection in retinal imagery using variational autoencoders;evaluating the suitability of inception score and frechet inception distance as metrics for quality and diversity in image generation;and continuous estimation of distribution algorithms for the parametric optimization of geothermal power plants.
the proceedings contain 24 papers. the topics discussed include: autonomous floating garbage collection device using computer vision and robotics;coordinated optimization of scheduling and path planning for delivery r...
ISBN:
(纸本)9798400718304
the proceedings contain 24 papers. the topics discussed include: autonomous floating garbage collection device using computer vision and robotics;coordinated optimization of scheduling and path planning for delivery robots in intelligent manufacturing workshops;a preliminary study of the stressed and drowsy driving prediction models using semi-supervised learning;axial capacity prediction of concrete externally strengthened by low-cost natural fiber reinforced polymer composite utilizing machine learning intelligence;enhancing brain tumor diagnosis: a cutting-edge ensemble deep learning approach;a comparative study of sentiment analysis on twitter and reddit using deep learning techniques;generative artificial intelligence for future education: current research status, hot spots, and research trends;methodological considerations for anonymizing tabular data using generative adversarial networks;and data migration in large scale storage systems with varying file sizes.
the proceedings contain 30 papers. the topics discussed include: a novel K-means clustering under bi-partition of feature set;data analytics in agile project management;public perception on ‘Hong Kong and Macao Vehic...
ISBN:
(纸本)9798400717567
the proceedings contain 30 papers. the topics discussed include: a novel K-means clustering under bi-partition of feature set;data analytics in agile project management;public perception on ‘Hong Kong and Macao Vehicles Going North’: text mining on Sina Weibo;data-driven study of UK terrorism: a K-prototypes clustering analysis of the UK’s terrorist incidents;Medusa ransomware against data privacy: a comprehensive study on ransomware attacks across various organizations and strategic recommendations for future prevention;cryptojacking: a comprehensive review of attack techniques, victims, and effective mitigation strategies;business email compromise: a comprehensive taxonomy for detection and prevention;and examining neural networks through architectural variation analysis for image classification.
the proceedings contain 17 papers. the special focus in this conference is on Creative Mathematical Sciences Communication. the topics include: Unplugging Dijkstra’s Algorithm as a Mechanical Device;unplugg...
ISBN:
(纸本)9783031732560
the proceedings contain 17 papers. the special focus in this conference is on Creative Mathematical Sciences Communication. the topics include: Unplugging Dijkstra’s Algorithm as a Mechanical Device;unplugged Decision Tree Learning – A Learning Activity for Machine Learning Education in K-12;tactile Kolam Patterns – Communicating Art and Mathematics to Students with Vision Impairments;quBobs Teaching Kits to Explain Quantum computing;solid Geometry Modeling: 3D Printing Is Not Always the Best Option;the Algorithm Experience at Primary Schools: An Experience Report;curricular Choices for Computational thinking in Large Scale Low Resource Environments;why Teach About Binary Numbers?;teaching Tangible Division algorithms or Going from Concrete to Abstractions in Math Education by the Genetic Socratic Method;mathematical Versus Computational thinking with a Computer in the Background;Computational thinking Based STEM Art Exhibits;BeLLE: Detecting National Differences in Computational thinking and Computer Science through an international Challenge;From Caesar Shifts to Kid-Enigma. the CS Unplugged-Like Path in the MuMa Science Centre;large and Parallel Human Sorting Networks;distance Teaching of Mathematical and Computer Disciplines During the War in Ukraine.
the proceedings contain 17 papers. the special focus in this conference is on Predictive Intelligence in Medicine. the topics include: Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in ...
ISBN:
(纸本)9783031745607
the proceedings contain 17 papers. the special focus in this conference is on Predictive Intelligence in Medicine. the topics include: Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging;RCT: Relational Connectivity Transformer for Enhanced Prediction of Absolute and Residual Intelligence;gene-to-Image: Decoding Brain Images from Genetics via Latent Diffusion Models;physics-Guided Multi-view Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling;automated Patient-Specific Pneumoperitoneum Model Reconstruction for Surgical Navigation systems in Distal Gastrectomy;MNA-net: Multimodal Neuroimaging Attention-Based Architecture for Cognitive Decline Prediction;Improving Brain MRI Segmentation with Multi-Stage Deep Domain Unlearning;DynGNN: Dynamic Memory-Enhanced Generative GNNs for Predicting Temporal Brain Connectivity;Strongly Topology-Preserving GNNs for Brain Graph Super-Resolution;generative Hypergraph Neural Network for Multiview Brain Connectivity Fusion;identifying Brain Ageing Trajectories Using Variational Autoencoders with Regression Model in Neuroimaging Data Stratified by Sex and Validated Against Dementia-Related Risk Factors;integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction;self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations;Neurocognitive Latent Space Regularization for Multi-label Diagnosis from MRI;Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study.
the proceedings contain 37 papers. the special focus in this conference is on Russian Automation. the topics include: Mapping and Path Planning Methods for Highly Automated Vehicles in Agriculture;morphological Analys...
ISBN:
(纸本)9783031824937
the proceedings contain 37 papers. the special focus in this conference is on Russian Automation. the topics include: Mapping and Path Planning Methods for Highly Automated Vehicles in Agriculture;morphological Analysis and Synthesis Features of Technological Processes;a Modern Method of Wireless Control of Unguarded Railway Crossings;duties and Obligations of the Railway Staff Concerned When the Microprocessorized Contactless Controlling Gauge Device Signal Is Triggered;integration of Automated Management systems for Enterprises’ Transport and Technical Services;development of an Automation Module for Planning Trajectories for Painting Aircraft Fuselage Elements;identification of Metal Sheets in the Flow, Based on the Marking Imprint, Using Neural Networks;study of the Performance of Adaptive Sensor Networks for Collecting and Processing thermoelectric Data;development and Research of a Cartographic Model for Municipal Planning as the Basis of an Intelligent Geoinformation System;BIM Visual Programming of Bionic Architecture Construction Using Dynamo and Revit;development of a Model and algorithms for Trigger Control of Technological Processes of Resource Provision;system for Statistical Assessment of Means of Controlling Engineers’ Qualification for Information Support to Manage the Recruiting Process in Industry;smart Enumeration Technology;comparative Analysis of C-Band Conical Horn Antenna Sparse Structures Characteristics at Different Frequencies;software Implementation of Heuristic Methods of Optimization and Integration into a Cloud Service;computer System for Modeling Fluid Flow Around Bodies and Its Potential in Industry;the Effect of Regular and Irregular Segmentations on Characteristics and Charge Distribution Densities of Microstrip Lines;reinforcement Learning with External Teacher for Building Energy Management.
the proceedings contain 16 papers. the special focus in this conference is on Machine Learning in Clinical Neuroimaging. the topics include: Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Lea...
ISBN:
(纸本)9783031787607
the proceedings contain 16 papers. the special focus in this conference is on Machine Learning in Clinical Neuroimaging. the topics include: Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning;hyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks;SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis;a Lightweight 3D Conditional Diffusion Model for Self-explainable Brain Age Prediction in Adults and Children;SOE: SO(3)-Equivariant 3D MRI Encoding;towards a Foundation Model for Cortical Folding;a Lesion-Aware Edge-Based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia;DISARM: Disentangled Scanner-Free Image Generation via Unsupervised Image2Image Translation;segmenting Small Stroke Lesions with Novel Labeling Strategies;a Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer’s Disease Sub-type Diagnosis;Surface-Based Parcellation and Vertex-wise Analysis of Ultra High-resolution ex vivo 7 tesla MRI in Alzheimer’s disease and related dementias;Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection;is Your Style Transfer Doing Anything Useful? An Investigation into Hippocampus Segmentation and the Role of Preprocessing;GAMing the Brain: Investigating the Cross-Modal Relationships Between Functional Connectivity and Structural Features Using Generalized Additive Models.
the proceedings contain 42 papers. the topics discussed include: PID controller optimization of underwater autonomous vehicle based on dung beetle optimization algorithm;research on trajectory reconstruction method fo...
the proceedings contain 42 papers. the topics discussed include: PID controller optimization of underwater autonomous vehicle based on dung beetle optimization algorithm;research on trajectory reconstruction method for high-speed spinning aircraft with short-term satellite loss;effect of opening auxiliary slots in the primary of permanent magnet synchronous linear motors on magnetic resistance;development of humanoid robot joint module based on high-order tooth contour surface;optimized design of solid state power controller (SSPC) operating circuit for unmanned aerial vehicles (UAV) DC power distribution systems;research and analysis of mechanical characteristics of three-phase asynchronous motor;and a two-stage scheduling method for virtual power plants considering ultra-short-term forecasting errors.
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