the proceedings contain 85 papers. the topics discussed include: entity attribute alignment method based on attribute value distribution;solving the lunar lander problem with multiple uncertainties using a deep Q-lear...
ISBN:
(纸本)9798400707988
the proceedings contain 85 papers. the topics discussed include: entity attribute alignment method based on attribute value distribution;solving the lunar lander problem with multiple uncertainties using a deep Q-learning based short-term memory agent;sentiment analysis of Weibo text using a deep combination model;an ontology-enhanced knowledge graph embedding method;Chinese event extraction algorithm of multi-information semantic enhancements;comparative analysis of classification methods for diagnosing myasthenia gravis based on lumbar electromyography;rare association rule mining based on reinforcement learning;research on identification and prediction of financial fraud of listed companies based on machine learning;using process enhancement to predict organizational citizenship behavior via the role of sustainable training practices;self-supervised contrastive few-shot learning for motor imagery brain-computer interfaces;and a wearable brain-computer interface system for fatigue detection in driving.
the proceedings contain 95 papers. the topics discussed include: asymptotic predictions of the finite-sample risk of the k-nearest-neighbor classifier;a Bayesian framework for hierarchical relaxation;Solomon off codin...
ISBN:
(纸本)0818662751
the proceedings contain 95 papers. the topics discussed include: asymptotic predictions of the finite-sample risk of the k-nearest-neighbor classifier;a Bayesian framework for hierarchical relaxation;Solomon off coding as a means of introducing prior information in syntactic patternrecognition;reliable on-line human signature verification system for point-of-sales applications;learning algorithms for extended models of Boltzmann machines;useful information plane on pattern classification;acoustic spectral estimation using higher order statistics;projected subset least squares for robust linear prediction of speech;peak and power;a non-parametric minimax approach for robust speech recognition;classification of voiced and unvoiced speech by hierarchical stochastic modeling;an efficient vlsi architecture for template matching based on moment preserving pattern matching;and a hierarchical compression engine.
the proceedings contain 97 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: AI Improving the Lives of Physically Disabled;subspace Guided Collaborative Clu...
ISBN:
(纸本)9783030736880
the proceedings contain 97 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: AI Improving the Lives of Physically Disabled;subspace Guided Collaborative Clustering Based on Optimal Transport;exploring Automatic Assessment-Based Features for Clustering of Students’ Academic Performance;quantum Semi Non-negative Matrix Factorization;a New Genetic-Based Hyper-Heuristic Algorithm for Clustering Problem;LSTM vs. GRU for Arabic Machine Translation;towards Lip Motion Based Speaking Mode Detection Using Residual Neural Networks;reducing the Error Mapping of the Students’ Performance Using Feature Selection;spatial Graph Regularized Correlation Filters for Visual Object Tracking;intelligent and Secure Autofill System in Web Browsers;three Dimensional Wireframe Model of Medical and Complex Images Using Cellular Logic Array Processing Techniques;suspicious Activity Detection Using Transfer Learning Based ResNet Tracking from Surveillance Videos;Vehicle Detection in UAV Videos Using CNN-SVM;Underwater Moving Object Detection Using GMG;linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure;A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI);wavelet Filtering for Limited-Angle and Low-Dose Computed Tomographic Reconstruction;handwritten Signature Verification Using Complex Wavelet Transform and Mutual Information Based Kernel;multi-Scale Oriented Basic Image Features Column for Handwritten Digit recognition;delving into Feature Maps: An Explanatory Analysis to Evaluate Weight Initialization;Synthesis Biometric Materials Based on Cooperative Among (DSA, WOA and gSpan-FBR) to Water Treatment;historical Kannada Handwritten Character recognition Using Machine Learning Algorithm;home Health Care Network Management Under Fuzzy Environment Using Meta-heuristic Algorithms;the Lagrangian Relaxation Approach for Home Health Care Problems.
this book presents 57 selected papers focused onReal World Applicationsfrom the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically ...
详细信息
ISBN:
(数字)9783031810862
ISBN:
(纸本)9783031810855
this book presents 57 selected papers focused on
Real World Applications
from the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically Inspired computing (NaBIC 2023). SoCPaR – NaBIC 2023 was held in 5 different cities namely Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India and in online mode. the conference had contributions by authors from 39 countries. this Volume comprising of 57 articles offers a valuable reference guide for all scientists, academicians, researchers, students and practitioners focused on real-world applications of soft computing and nature inspired methodologies.
this book presents 55 selected papers focused on Deep Learning and Large Language Models from the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature...
详细信息
ISBN:
(数字)9783031810831
ISBN:
(纸本)9783031810824
this book presents 55 selected papers focused on Deep Learning and Large Language Models from the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically Inspired computing (NaBIC 2023). SoCPaR – NaBIC 2023 was held in 5 different cities namely Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India and in online mode. the conference had contributions by authors from 39 countries. this Volume offers a valuable reference guide for all scientists, academicians, researchers, students and practitioners focused on advanced machine learning including deep learning methods, large language models and its real-world applications.
this book presents 52 selected papers focusedonInformation Retrieval and Applicationsfrom the14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and ...
详细信息
ISBN:
(数字)9783031889929
ISBN:
(纸本)9783031889912
this book presents 52 selected papers focused
on
Information Retrieval and Applications
from the
14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically Inspired computing (NaBIC 2023)
.
SoCPaR – NaBIC
2023 was held in
5 different cities namely Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India and in online mode
.
the conference
had contributions by authors from 39 countries.
this Volume offers a valuable reference guide for all scientists, academicians, researchers, students and practitioners
focused on
Information Retrieval and Applications
.
this book presents 57 selected papers focused on Smarthealth Carefrom the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically Inspir...
详细信息
ISBN:
(数字)9783031810800
ISBN:
(纸本)9783031810794
this book presents 57 selected papers focused on Smart
Health Care
from the 14thinternationalconference on Soft computing and patternrecognition (SoCPaR 2023) and 14th World Congress on Nature and Biologically Inspired computing (NaBIC 2023), which was held in 5 different cities namely Olten, Switzerland; Porto, Portugal; Kaunas, Lithuania; Greater Noida, India; Kochi, India and in online mode. SoCPaR – NaBIC 2023 had contributions by authors from 39 countries. this Volume offers a valuable reference guide for all medical doctors, scientists, academicians, researchers, students and practitioners in the field of artificial intelligence and smart health care.
the proceedings contain 88 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: A Survey on Ensemble Multi-label Classifiers;semantic Type Detection in Tabular...
ISBN:
(纸本)9783031275234
the proceedings contain 88 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: A Survey on Ensemble Multi-label Classifiers;semantic Type Detection in Tabular Data via Machine Learning Using Semi-synthetic Data;Handwritten Character recognition Using Deep LSTM Approach;two Phase Ensemble Learning Based Extractive Summarization for Short Documents;spider Monkey Based K-Means Dynamic Collaborative Filtering for Movie Recommendation Systems;Fuzzy Bi-GRU Based Hybrid Extractive and Abstractive Text Summarization for Long Multi-documents;a Genomic Signal Processing-Based Coronavirus Classification Model Using Deep Learning with Web-Based Console;study on Drowsiness Detection System Using Deep Learning;convolutional Neural Networks for Crack Detection on Flexible Road Pavements;sexism Classification in Social Media Using Machine Learning Algorithms;improving the Performance of Classification via Clustering on the Students’ Academic Performance using Stacking Algorithm;deep Learning and Machine Learning-Based Lung Nodule Detection Systems – An Analysis;breast Cancer Classification Techniques – An Investigation;A Study on Student Performance Prediction and Intervention Mechanisms in MOOC;Bi-stage QWOA-Based Efficient Feature Selection for Enhanced Depression Detection Based on Facial Cues;some Cases of Prediction and Inference with Uncertainty;interpretable Approaches to Predict Evapotranspiration;deep Convolutional Neural Network Model for Classifying Alzheimer’s Disease;comparative Hybrid Deep Convolutional Learning Framework with Transfer Learning for Diagnosis of Lung Cancer;Review of Supply Chain Management Operational Resilience, Risk, and Disruption in COVID-19 Pandemic;adaptable Fog computing Framework for Healthcare 4.0;ear Images Classification Based on Data Augmentation and ResNeXt50;machine Learning Approaches for Crop Identification from Remote Sensing Imagery: A Review;emotion recognition of Speech.
the proceedings contain 23 papers. the special focus in this conference is on Computational Advances in Bio and Medical Sciences. the topics include: PartialFibers: An Efficient Method for Predicting Drug-Drug In...
ISBN:
(纸本)9783031827679
the proceedings contain 23 papers. the special focus in this conference is on Computational Advances in Bio and Medical Sciences. the topics include: PartialFibers: An Efficient Method for Predicting Drug-Drug Interactions;optimizing Deep Learning for Biomedical Imaging;exploring a Solution Curve in the Phase Plane for Extreme Firing Rates in the Izhikevich Model;cancer and Tissue Prediction Using Mutational Signatures in Highly Mutated Cancers;on the Hardness of Wildcard pattern Matching on de Bruijn Graphs;plastic: An Easy to Use and Modular Tool for Benchmarking Tumor Phylogeny Reconstruction Pipelines;A 3D Deep Learning Architecture for Denoising Low-Dose CT Scans;a Simple and Interpretable Deep Learning Model for Diagnosing Pneumonia from Chest X-Ray Images;FedDP: Secure Federated Learning with Differential Privacy for Disease Prediction;computational Tumor Progression Analysis via Seriation Based Trajectory Inference;multilayer Network Analysis of Brain Signals for Detecting Alzheimer’s Disease;DNA Methylation Based Subtype Classification of Breast Cancer;repeated Measures Latent Dirichlet Allocation for Longitudinal Microbiome Analysis;improving Disease Comorbidity Prediction with Biologically Supervised Graph Embedding;Lightweight and Generalizable Model for COVID-19 Detection Using Chest Xray Images;decoding Heterogeneity in Quadruple-Negative Breast Cancer: A Data-driven Clustering Approach;determining Temporal Linkages in Dynamic Epidemiological Networks Using the Earth Mover’s Distance;functional Connectivity Disruptions in Alzheimer’s Disease: A Maximum Flow Perspective;on Multi-phase Metagenomics Reads Binning;a Unified Machine Learning Framework for Multi-subtype Tumour Classification Across Diverse Datasets;AFA: Abstract Functional Analysis Identifies New Microglial Subtypes at Single Cell Level in Alzheimer’s Disease.
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