the proceedings contain 87 papers. the topics discussed include: head posture recognition based on Newton-Raphson method;valid activity acquisition and recognition with WIFI based on blind source separation;an online ...
ISBN:
(纸本)9781450387835
the proceedings contain 87 papers. the topics discussed include: head posture recognition based on Newton-Raphson method;valid activity acquisition and recognition with WIFI based on blind source separation;an online prediction and trajectory tracking method for human activity recognition;weakly supervised fine-grained image recognition based on multi-channel attention and object localization;a lightweight handwriting recognition system based on an improved convolutional neural network;a model for luggage re-identification based on the network ensemble;AMINN: attention-based multi-information neural network for emotion recognition;a modular lane detection method based on scene understanding;asymmetric convolution-based neural network for SAR ship detection from scratch;and modulation characteristics of coherent motion field for the moving vehicles.
the proceedings contain 18 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: Using multiple minimum support to auto-adjust the threshold of support in aprio...
ISBN:
(纸本)9783319763569
the proceedings contain 18 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: Using multiple minimum support to auto-adjust the threshold of support in apriori algorithm;prediction of the degree of Parkinson’s condition using recordings of patients’ voices;an overview of a distributional word representation for an arabic named entity recognition system;discrete particle swarm optimization for travelling salesman problems: new combinatorial operators;on maximal frequent itemsets enumeration;particle swarm optimization as a new measure of machine translation efficiency;Experimental investigation of ant supervised by simplified PSO with local search mechanism (SAS-PSO-2Opt);A human identification technique through dorsal hand vein texture analysis based on NSCT decomposition;obstacle detection algorithm by stereoscopic image processing: navigation assistance for the blind and visually impaired;a simultaneous topic and sentiment classification of tweets;local directional multi radius binary pattern: novel descriptor for face recognition application;content-based image retrieval approach using color and texture applied to two databases (Coil-100 and wang);shape classification using B-spline approximation and contour based shape descriptors;an image processing based framework using crowdsourcing for a successful suspect investigation;recognition and classification of arabic fricative consonants;cancer classification using gene expression profiling: Application of the filter approach withthe clustering algorithm.
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 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
.
the proceedings contain 38 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: Sentiment Analysis on Tweets for Trains Using Machine Learning;a Genetic Algori...
ISBN:
(纸本)9783030170646
the proceedings contain 38 papers. the special focus in this conference is on Soft computing and patternrecognition. the topics include: Sentiment Analysis on Tweets for Trains Using Machine Learning;a Genetic Algorithm for Superior Solution Set Search Problem;an Intelligent Tool for Detection of Phishing Messages;discrete Wavelet Transform Application in Variable Displacement Pumps Condition Monitoring;characterizing Parkinson’s Disease from Speech Samples Using Deep Structured Learning;combinatorial Optimization Method Considering Distance in Scheduling Problem;an Improved Gas Classification Technique Using New Features and Support Vector Machines;superior Relation Based Firefly Algorithm in Superior Solution Set Search;learning in Twitter Streams with 280 Character Tweets;retweet Predictive Model for Predicting the Popularity of Tweets;Diverse Ranking Approach in MCDM Based on Trapezoidal Intuitionistic Fuzzy Numbers;handcrafted Descriptors-Based Effective Framework for Off-line Text-Independent Writer Identification;server Load Prediction on Wikipedia Traffic: Influence of Granularity and Time Window;evolutionary Genes Algorithm to Path Planning Problems;An Efficient and Secure Forward Error Correcting Scheme for DNA Data Storage;a Blockchain-Based Scheme for Access Control in e-Health Scenarios;Blockchain-Based PKI for Crowdsourced IoT Sensor Information;the Design of a Cloud Forensics Middleware System Base on Memory Analysis;privacy Enhancement of Telecom Processes Interacting with Charging Data Records;warning of Affected Users About an Identity Leak;network Security Evaluation and Training Based on Real World Scenarios of Vulnerabilities Detected in Portuguese Municipalities’ Network Devices;Decision Tree and MCDA Under Fuzziness to Support E-Customer Satisfaction Survey;a Survey of Blockchain Frameworks and Applications.
the proceedings contain 34 papers. the special focus in this conference is on patternrecognition. the topics include: Adversarial Synthesis of Human Pose from Text;long-Term Anticipation of Activities with Cycle Cons...
ISBN:
(纸本)9783030712778
the proceedings contain 34 papers. the special focus in this conference is on patternrecognition. the topics include: Adversarial Synthesis of Human Pose from Text;long-Term Anticipation of Activities with Cycle Consistency;multi-stage Fusion for One-Click Segmentation;neural Architecture Performance Prediction Using Graph Neural Networks;discovering Latent Classes for Semi-supervised Semantic Segmentation;Riemannian SOS-Polynomial Normalizing Flows;automated Water Segmentation and River Level Detection on Camera Images Using Transfer Learning;Does SGD Implicitly Optimize for Smoothness?;Looking Outside the Box: the Role of Context in Random Forest Based Semantic Segmentation of PolSAR Images;semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations;haar Wavelet Based Block Autoregressive Flows for Trajectories;center3D: Center-Based Monocular 3D Object Detection with Joint Depth Understanding;constellation Codebooks for Reliable Vehicle Localization;towards Bounding-Box Free Panoptic Segmentation;proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks;unsupervised Part Discovery by Unsupervised Disentanglement;on the Lifted Multicut Polytope for Trees;conditional Invertible Neural Networks for Diverse Image-to-Image Translation;image Inpainting with Learnable Feature Imputation;4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving;bias Detection and Prediction of Mapping Errors in Camera Calibration;inline Double Layer Depth Estimation with Transparent Materials;a Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation;PET-Guided Attention Network for Segmentation of Lung Tumors from PET/CT Images;self-supervised Disentanglement of Modality-Specific and Shared Factors Improves Multimodal Generative Models;multimodal Semantic Forecasting Based on Conditional Generation of Future Features;learning to Identify Physical Parameters from Video Using Differentiable
the proceedings contain 78 papers. the topics discussed include: a hierarchical convolution neural network scheme for radar pulse detection;self-training using selection network for semi-supervised learning;variationa...
ISBN:
(纸本)9789897583971
the proceedings contain 78 papers. the topics discussed include: a hierarchical convolution neural network scheme for radar pulse detection;self-training using selection network for semi-supervised learning;variational inference of dirichlet process mixture using stochastic gradient ascent;on the similarity between hidden layers of pruned and unpruned convolutional neural networks;comparison of algorithms for tree-top detection in drone image mosaics of Japanese mixed forests;a new diversity maintenance strategy based on the double granularity grid for multiobjective optimization;and subject-independent pain recognition using physiological signals and para-linguistic vocalizations.
the proceedings contain 54 papers. the topics discussed include: weakly supervised semantic roadside object segmentation using digital maps;design of high gain microstrip array antenna and beam steering for X band rad...
ISBN:
(纸本)9781728193311
the proceedings contain 54 papers. the topics discussed include: weakly supervised semantic roadside object segmentation using digital maps;design of high gain microstrip array antenna and beam steering for X band radar application;a learning mechanism for BRBES using enhanced belief rule-based adaptive differential evolution;object detection in 3D point clouds via local correlation-aware point embedding;analysis of tourists’ nationality effects on behavior-based emotion and satisfaction estimation;multi-module spatial semantic network for semantic segmentation;and virtual and augmented reality animals in smart and playful cities.
the proceedings contain 35 papers. the topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detectio...
ISBN:
(纸本)9789898704214
the proceedings contain 35 papers. the topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detection;using reorderable matrices to compare risk curves of representative models in oil reservoir development and management activities;laser spot detection and characteristic analysis in plasma interaction simulation;hybrid sort a pattern-focused matrix reordering approach based on classification;data interpolation based on contextual analysis for generating tomographic images in concrete specimen;graphical user interface personalization: user study of image frequency preferences;evaluation of color spaces for unsupervised and deep learning skin lesion segmentation;and repeated pattern extraction with knowledge-based attention and semantic embeddings.
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