The proceedings contain 132 papers. The topics discussed include: nearest neighbor outperforms kernel-kernel methods for distribution regression;a multi-objective topology optimization method used in simultaneous cons...
ISBN:
(纸本)9781665482905
The proceedings contain 132 papers. The topics discussed include: nearest neighbor outperforms kernel-kernel methods for distribution regression;a multi-objective topology optimization method used in simultaneous constraints of natural frequency and static stiffness;a continuous evaluation method and model of product storage lifetime;a correlation filter tracking algorithm with adaptive model update strategy;a decentralized frequency restoration control for cascaded-type microgrid in islanded mode;a dimensional learning squirrel search algorithm based on roulette strategy;a fast detection method for infrared small targets in complex sea and sky background;a quantum learning approach based on hidden Markov models for failure scenarios generation;a robust framework for deep learning approaches to facial emotion recognition and evaluation;a study of Mongolian emotion classification incorporating emojis;a synergic neural network for medical image classification based on attention mechanism;adaptive multi-tasking framework for video action proposal localization;algorithmic design of autonomous housekeeping robots through imitation learning and model predictive control;and an algorithm for terrain recognition of heavy duty diesel vehicles using Chinese regulatory standard data.
The proceedings contain 78 papers. The topics discussed include: an adaptive federated learning intrusion detection system based on generative adversarial networks under the internet of things;detecting digital govern...
ISBN:
(纸本)9798400716416
The proceedings contain 78 papers. The topics discussed include: an adaptive federated learning intrusion detection system based on generative adversarial networks under the internet of things;detecting digital government answer quality: an integrated method based on large language models and machinelearning models;depression recognition based on deep learning using RR intervals;a visual embedding for the supervised image based on self-attention;an improved circle search algorithm by utilizing multi-strategy for numerical optimization;fast visual localization algorithm based on nearest neighbor search;research on the identification algorithm of ancient glass relics;sparse learning for linear twin parameter-margin support vector machine;and three-dimensional trajectory planning based on ant colony algorithm with main parameters automatic adjustment.
The proceedings contain 93 papers. The topics discussed include: virtual human talking-head generation;hierarchical Monte Carlo tree search for latent skill planning;adaptive model fusion algorithm for decision trees ...
ISBN:
(纸本)9781450399449
The proceedings contain 93 papers. The topics discussed include: virtual human talking-head generation;hierarchical Monte Carlo tree search for latent skill planning;adaptive model fusion algorithm for decision trees and association rules;speech image data mining algorithm based on multimodal decision fusion;customer service hot event discovery based on dynamic dialogue embedding;heart sound classification algorithm based on sub-band statistics and time-frequency fusion features;garment metaverse: parametric digital human and dynamic scene try-on;multi-dimensional analysis of urban shrinkage problem in Liaoning Province based on multi-index system, grey correlation analysis and bp neural network with particle swarm optimization;deep reinforcement learning with copy-oriented context awareness and weighted rewards for abstractive summarization;an autoencoder-based fast online clustering algorithm for evolving data stream;and construction of scene library system for commercial vehicle products based on multidimensional terminal.
The proceedings contain 22 papers. The topics discussed include: a data-driven pricing strategy for automobile insurance policies;a comparison of clustering method to determine depot location for a bike-sharing operat...
ISBN:
(纸本)9798350333923
The proceedings contain 22 papers. The topics discussed include: a data-driven pricing strategy for automobile insurance policies;a comparison of clustering method to determine depot location for a bike-sharing operation;mobile-based navigation assistant for visually impaired person with real-time obstacle detection using YOLO-based deep learning algorithm;PiXelNet: a DL-based method for diagnosing lung cancer using the histopathological images;rough set model and approximations in fuzzy formal contexts;an evolutionary strategy based training optimization of supervised machinelearningalgorithms (EStoTimeSMLAs);forecasting for wind farm energy output in South Australia: a comparative analysis of physical methods and deep learning methods;and natural language processing in advertising – a systematic literature review.
The proceedings contain 103 papers. The topics discussed include: an implementation of centralized controllers for software-defined satellite networks;performance comparisons of machine-learning-based intrusion detect...
ISBN:
(纸本)9781665400343
The proceedings contain 103 papers. The topics discussed include: an implementation of centralized controllers for software-defined satellite networks;performance comparisons of machine-learning-based intrusion detection algorithms through KDD dataset;research on obstacle avoidance strategy of grid workspace based on deep reinforcement learning;braille-to-Chinese translation system based on optical braille recognition;a music recommendation algorithm based on convolutional neural network optimization;research on video captioning method based on semantic key frame;and control method of rare earth extraction process based on optimization setting.
The proceedings contain 14 papers. The topics discussed include: MediaPipe-based LSTM-autoencoder sarcopenia anomaly detection and requirements for improving detection accuracy;the application of machinelearning on t...
The proceedings contain 14 papers. The topics discussed include: MediaPipe-based LSTM-autoencoder sarcopenia anomaly detection and requirements for improving detection accuracy;the application of machinelearning on the injury prediction of soccer players;real-time twist rebar detection system exploiting GAN-based data augmentation technique;performance evaluation of fire and smoke detection with object based DNN algorithm;business process model annotation techniques: identification, classification and analysis;automatic testing of OCE, a human-centered reinforcement learning system for automated software composition;towards automated open source assessment - an empirical study;load balancing in cloud computing using nature-inspired algorithms: a systematic literature review;and quality assurance in MLOps setting: an industrial perspective.
The proceedings contain 149 papers. The topics discussed include: ZTA-based federated policy control paradigm for enterprise wireless network infrastructure;practical soft demapper-based decoder for sparse code multip...
ISBN:
(纸本)9781665499279
The proceedings contain 149 papers. The topics discussed include: ZTA-based federated policy control paradigm for enterprise wireless network infrastructure;practical soft demapper-based decoder for sparse code multiple access;a hybrid modified black widow optimization and PSO algorithm: application in feature selection for cognitive radio networks;the reliable routing of the air-ground integrated network based on Kalman filter prediction;slow-light performance enhancement of delay line based on arced photonic crystal waveguide;an edge-storage-aided scheduling method for edge-computing-enabled optical metro networks;optical signals and prospects towards multimedia in underwater wireless and mobile communication;ZCZ orthogonal finite-length sequences for underground coded sonar;a novel interleaving scheme for concatenated codes on burst-error channel;human-centric autonomous driving based on a two-stage machinelearning algorithm;and multimodal object detection and ranging based on camera and lidar sensor fusion for autonomous driving.
The proceedings contain 44 papers. The special focus in this conference is on asia-Pacific Digital Libraries. The topics include: VNU-LIC Digital Knowledge Center Model: Transforming Big Data into Knowledge;Extractive...
ISBN:
(纸本)9783031217555
The proceedings contain 44 papers. The special focus in this conference is on asia-Pacific Digital Libraries. The topics include: VNU-LIC Digital Knowledge Center Model: Transforming Big Data into Knowledge;Extractive Summarization Utilizing Keyphrases by Finetuning BERT-Based Model;visualization of the Gap Between the Stances of Citizens and City Councilors on Political Issues;ensembling Transformers for Cross-domain Automatic Term Extraction;impact Analysis of Different Effective Loss Functions by Using Deep Convolutional Neural Network for Face Recognition;singlish Checker: A Tool for Understanding and Analysing an English Creole Language;preface;fast Few Shot Self-attentive Semi-supervised Political Inclination Prediction;"S × UKILAM" Collaboration to Connect Local Digital Resources and School Education: Workshop and Archiving to Construct Network of "People" and "Data";active learning for Efficient Partial Improvement of learning to Rank;differences Between Research Projects in Computer Science Funded by Japanese and American Agencies;bibrecord-Based Literature Management with Interactive Latent Space learning;can a machine Reading Comprehension Model Improve Ad-hoc Document Retrieval?;experimenting with Unsupervised Multilingual Event Detection in Historical Newspapers;Towards a Polish Question Answering Dataset (PoQuAD);accessing Digital Cultural Heritage Information: Users vs Institutional Perspectives of Metadata and Searching;a Comparison of Information Retrieval Pre-processing algorithms Applied to African Historical Data;opening Access to Digital Collections: The State of Cultural Materials in Indonesian Higher Education Institutions;Unsupervised Keyphrase Generation by Utilizing Masked Words Prediction and Pseudo-label BART Finetuning;using Archivematica and Omeka S for Long-Term Preservation and Access of Digitized Archive Materials;KGMM - A Maturity Model for Scholarly Knowledge Graphs Based on Intertwined Human-machine Collaboration;technostress on A
Point cloud completion is a key task in 3D point cloud processing, addressing the challenge of reconstructing the full shape of a 3D object from incomplete data. We propose a novel method, IgnisGrowth, which simulates...
详细信息
ISBN:
(数字)9798331543143
ISBN:
(纸本)9798331543150
Point cloud completion is a key task in 3D point cloud processing, addressing the challenge of reconstructing the full shape of a 3D object from incomplete data. We propose a novel method, IgnisGrowth, which simulates a gradual "growth" process of the point cloud. Inspired by natural growth mechanisms, our method starts from local regions and expands to the global structure, recovering local details and ensuring global consistency. Extensive experiments show that IgnisGrowth outperforms existing methods on widely used benchmarks. The code is available at https://***/yizilaohan/IgnisGrowth.
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