the proceedings contain 12 papers. the topics discussed include: study on route setting and movement based on 3d map generation by robot in hydroponics managing system;fusing geometric and appearance-based features fo...
ISBN:
(纸本)9781941968437
the proceedings contain 12 papers. the topics discussed include: study on route setting and movement based on 3d map generation by robot in hydroponics managing system;fusing geometric and appearance-based features for glaucoma diagnosis;continuous ga-based optimization of order-up-to inventory policy in logistic networks for achieving high service rate;combined neural network model for real estate market range value estimation;handwriting text/non-text classification on mobile device;multi feature region descriptor based active contour model for person tracking;classification and data analysis for modeling selected colon diseases;and approaches for optimization of WEB pages loading via analysis of the speed of requests to the database.
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 contains 115 papers from the 4thinternationalconference on computer science and informatics, JCIS '98 and the 1st international workshop on high performance computer vision, patternrecognition, ...
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the proceedings contains 115 papers from the 4thinternationalconference on computer science and informatics, JCIS '98 and the 1st international workshop on high performance computer vision, patternrecognition, and image processing, Volume 4. Topics discussed include: maintenance of controller software components using adaptation algorithms;construction methods of fuzzy decision trees;a comparison of wormhole routing algorithms in Cayley graphs;performance issues in multilevel secure database systems;visualizing distributed object systems;twisted cubes with fast optimal routing algorithms;multicommodity flow in networks;and a distributed connectivity algorithm for ad hoc networks.
the proceedings contain 88 papers. the topics discussed include: using YOLOv5 for garbage classification;ultrasound vector flow mapping in left ventricle: a do it yourself study;a combined data-driven method for elect...
ISBN:
(纸本)9781665413220
the proceedings contain 88 papers. the topics discussed include: using YOLOv5 for garbage classification;ultrasound vector flow mapping in left ventricle: a do it yourself study;a combined data-driven method for electricity theft identification;an unsupervised discriminative random vector functional link network for efficient data clustering;one-dimensional convolutional neural network for detecting internal defects of arc magnets;IV-WA: an information visual tool with WebAR;real-time simulation of first porta treatment based on position based dynamic;image style transfer based on DPN-CycleGAN;and towards automatic Ethiopian endemic animals detection on android using deep learning.
the proceedings contain 65 papers. the topics discussed include: video motion, 2D, 3D image, and color processing;novel 3D model reconstruction method for the co-existence of diffuse and specular object surfaces;a las...
ISBN:
(纸本)9780889866461
the proceedings contain 65 papers. the topics discussed include: video motion, 2D, 3D image, and color processing;novel 3D model reconstruction method for the co-existence of diffuse and specular object surfaces;a laser range imaging system for verifying the identity and integrity of closure welds;discrete orthogonal moments in image analysis;a structural coherence approach to full reference image quality assessment;a perceptually optimized JPEG-LS coder for color images;a recursive approach to the design of adjustable linear models for complex motion analysis;detecting text in video frames;3D order statistics filters in processing of video sequences;impact of undistortion and interpolation on fiber optic tracking;joint 3-D dynamic resolution conversion with rate-distortion for video coding;pedestrian recognition with false positive detection by model-based tracking;and an improved feature extraction technique for high volume time series data.
the proceedings contain 94 papers. the topics discussed include: naive Bayes classifier with mixtures of polynomials;representation optimization with feature selection and manifold learning in a holistic classificatio...
ISBN:
(纸本)9789897580772
the proceedings contain 94 papers. the topics discussed include: naive Bayes classifier with mixtures of polynomials;representation optimization with feature selection and manifold learning in a holistic classification framework;discriminative kernel feature extraction and learning for object recognition and detection;normalised diffusion cosine similarity and its use for image segmentation;on selecting useful unlabeled data using multi-view learning techniques;user-driven nearest neighbour exploration of image archives;HyperSAX: fast approximate search of multidimensional data;a hybrid BLSTM-HMM for spotting regular expressions;mobility assessment of demented people using pose estimation and movement detection - an experimental study in the field of ambient assisted living;improvement of recovering shape from endoscope images using RBF neural network;dismantling composite visualizations in the scientific literature;and automatic tooth identification in dental panoramic images with atlas-based models.
the proceedings contain 94 papers. the topics discussed include: naive Bayes classifier with mixtures of polynomials;representation optimization with feature selection and manifold learning in a holistic classificatio...
ISBN:
(纸本)9789897580765
the proceedings contain 94 papers. the topics discussed include: naive Bayes classifier with mixtures of polynomials;representation optimization with feature selection and manifold learning in a holistic classification framework;discriminative kernel feature extraction and learning for object recognition and detection;normalised diffusion cosine similarity and its use for image segmentation;on selecting useful unlabeled data using multi-view learning techniques;user-driven nearest neighbour exploration of image archives;HyperSAX: fast approximate search of multidimensional data;a hybrid BLSTM-HMM for spotting regular expressions;mobility assessment of demented people using pose estimation and movement detection - an experimental study in the field of ambient assisted living;improvement of recovering shape from endoscope images using RBF neural network;dismantling composite visualizations in the scientific literature;and automatic tooth identification in dental panoramic images with atlas-based models.
the proceedings contain 98 papers. the topics discussed include: self-supervised learning for point clouds through multi-crop mutual prediction;assessment and prediction of corrosion rate of marine railway bridges bas...
ISBN:
(纸本)9798350324303
the proceedings contain 98 papers. the topics discussed include: self-supervised learning for point clouds through multi-crop mutual prediction;assessment and prediction of corrosion rate of marine railway bridges based on ridge regression model;Chunk-BERT: boosted keyword extraction for long scientific literature via BERT with chunking capabilities;chunking of Setswana noun and verb phrase;RarKGQA: multi-hop question and answering method based on knowledge graph embedding;diagnosis and identification of citrus canker growth rate using machine learning;joint spatial similarity-based attention for retina vessel segmentation with super resolution encoding;mixed attention interleaved execution cascade architecture for fittings instance segmentation in overhead transmission line images;and RFBiCF: a relation-first bidirectional cascade framework for relational triple extraction.
Advanced machine learning techniques have shown significant promise in predicting student performance in E-Iearning systems, but challenges such as handling imbalanced datasets, integrating multimodal behavioral data,...
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ISBN:
(数字)9798331523923
ISBN:
(纸本)9798331523930
Advanced machine learning techniques have shown significant promise in predicting student performance in E-Iearning systems, but challenges such as handling imbalanced datasets, integrating multimodal behavioral data, and managing the complexities of feature selection persist. Recent techniques, such as SMOTE for class balancing and BorutaNetCV for feature selection, have made strides in improving prediction accuracy; however, they often fail to address real-time cognitive state integration and the influence of diverse engagement patterns. To overcome these limitations, this study employs a comprehensive methodology that combines robust preprocessing methods, advanced feature selection, and ensemble machine learning models such as Random Forest, AdaBoost, and XGBoost. the findings demonstrate that predictive accuracy can be significantly enhanced through these techniques, and the proposed framework enables the development of personalized interventions that can foster improved student engagement and success in dynamic E-learning environments.
the proceedings contain 106 papers. the topics discussed include: an unmanned aerial vehicle video object tracking algorithm based on Siamese attention network;improved U-Net network for infrared small target detectio...
ISBN:
(纸本)9781450384087
the proceedings contain 106 papers. the topics discussed include: an unmanned aerial vehicle video object tracking algorithm based on Siamese attention network;improved U-Net network for infrared small target detection;an improved long-term anti-masking object tracking algorithm;oriented target detection algorithm based on transformer;long time target tracking algorithm based on multi feature fusion and correlation filtering;weakly supervised object detection for auroral vortex structure in all-sky image;FCOS small target detection algorithm combined with multi-layer hybrid attention mechanism;integrating line weber local descriptor and deep feature for tire indentation mark image classification;and unsupervised feature learning for temporal segmentation of auroral image sequences.
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