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.
the proceedings contain 8 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Real-World Indoor Location Assessment with Unmodified RFID Antennas;M...
ISBN:
(纸本)9783031547256
the proceedings contain 8 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Real-World Indoor Location Assessment with Unmodified RFID Antennas;MSAA-Net: Multi-Scale Attention Assembler Network Based on Multiple Instance Learning for Pathological Image Analysis;analysis of Generative Data Augmentation for Face Antispoofing;improving Person Re-identification through Low-Light Image Enhancement;gender-Aware Speech Emotion recognition in Multiple Languages;patternrecognition Techniques in Image-Based Material Classification of Ancient Manuscripts.
A generalized algorithm is introduced to mitigate difficulties encountered in practical implementations of the conventional projections-onto-constraint-sets algorithm. the theory and framework of this new procedure ar...
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Image processing and computer vision are natural applications for High Performance computing (here considered to be general-purpose parallel supercomputing), but there are many barriers to its effective use in compute...
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We present an algorithm for image segmentation with irregular pyramids. Instead of starting withthe original pixel grid, we first apply an adaptive Voronoi tessellation to the image. For irregular pyramid constructio...
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We have compared and improved several implementations of the Wiener filter to remove noise effects from Scanning Tunneling Microscope images. We have found that the implementation of Weisman et al. [6], using the nois...
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In this paper, we describe the design of an efficient VLSI architecture for image template matching. the hardware algorithm and architecture for template matching are based on a technique known as moment preserving pa...
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