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 60 papers. The topics discussed include: core loss prediction using a PC-GBT model based on permutation feature importance and grid search optimization;accurate brain tumor segmentation based o...
ISBN:
(纸本)9798331543143
The proceedings contain 60 papers. The topics discussed include: core loss prediction using a PC-GBT model based on permutation feature importance and grid search optimization;accurate brain tumor segmentation based on an improved U-Net with feature aggregation;feature selection method based on hybrid cuckoo search and firefly algorithm for breast cancer prediction;towards robust learning based image denoising: an overview;CD-DVC: conditional diffusion model for distributed video coding;DSnet: removing scattered light in biomedical images using a dual stream neural network;an improved FastICA algorithm using correction factors and Lanczos algorithm for EEG signals;and quantum attack implementation of TWINE block cipher.
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
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