The proceedings contain 823 papers. The topics discussed include: SST: semantic and structural transformers for hierarchy-aware language models in e-commerce;discovery and matching numerical attributes in data lakes;t...
ISBN:
(纸本)9798350324457
The proceedings contain 823 papers. The topics discussed include: SST: semantic and structural transformers for hierarchy-aware language models in e-commerce;discovery and matching numerical attributes in data lakes;time series transformer for long term rainfall forecasting towards water distribution management in smart cities;methodology for food prices forecasting;developing a large-scale language model to unveil and alleviate gender and age biases in Australian job ads;pandemic culture wars: partisan differences in the moral language of COVID-19 discussions;deciphering student coding behavior: interpretable keystroke features and ensemble strategies for grade prediction;uncertainty-aware optimization for sustainable multimedia event processing in bigdata streams;bigdata tools: interoperability study and performance testing;ANTI-Disinformation: an adversarial attack and defense network towards improved robustness for disinformation detection on social media;and assessing the threat level of software supply chains with the log model.
The proceedings contain 35 papers. The topics discussed include: a survey of weakly-supervised semantic segmentation;privacy analysis of federated learning via dishonest servers;a new method of construction of permuta...
ISBN:
(纸本)9798350312935
The proceedings contain 35 papers. The topics discussed include: a survey of weakly-supervised semantic segmentation;privacy analysis of federated learning via dishonest servers;a new method of construction of permutation trinomials with coefficients 1;cross-consensus measurement of individual-level decentralization in blockchains;an expert knowledge generation model in smart contract vulnerability fuzzing;cyber-attack detection using secret sharing schemes;exploring downvoting in blockchain-based online social media platforms;inventory bigdata management for internet of things based on privacy preserving;securitizing microcredits using blockchain;an efficient transformer with distance-aware attention;application of profiled analysis to ADC-based remote side-channel attacks;and an individual-differences-based method for discovering viewpoints on interactive behavior.
The proceedings contain 34 papers. The topics discussed include: select-them-repair-them: automatically optimize pseudocode-to-code data;distributed or centralized: an experimental study on spatial database systems fo...
ISBN:
(纸本)9798350310764
The proceedings contain 34 papers. The topics discussed include: select-them-repair-them: automatically optimize pseudocode-to-code data;distributed or centralized: an experimental study on spatial database systems for processing big trajectory data;engineering large wearable sensor data towards digital measures;multi-task federated learning medical analysis algorithm integrated into adapter;style semantic disentangle network for multi-source domain generalization;how does bigdata in tax administration limited corporate earnings management;generalized Weierstrass-Mandelbrot with disturbance for bigdata applications in economic and financial systems;research on basic clinical treatment pattern mining based on electronic medical record bigdata;and a survey on application of blockchain technology in drug supply chain management.
The proceedings contain 174 papers. The topics discussed include: analyzing the effects of driving experience on backing maneuvers based on data collected by eye-tracking devices;recommendation algorithm based on soci...
ISBN:
(纸本)9798350304602
The proceedings contain 174 papers. The topics discussed include: analyzing the effects of driving experience on backing maneuvers based on data collected by eye-tracking devices;recommendation algorithm based on social information and global average matrix decomposition;data analytics for dependable transportation systems in a smart city;stabilizing technology for online user dynamics by controlling one-way weights of links;a novel feature extraction technique for ECG arrhythmia classification using ml;fault-tolerant data aggregation with error-checking for smart grids;characterization of execution time variability in FPGA-based ai-accelerators;an improved deep learning-based approach to urban weather radar echo extrapolation;balanced hashgraph based on dynamic MCMC: efficient, practical and compatible;a blockchain of blockchains structure based on asset trading scheme;and research on malicious traffic detection based on word embedding algorithms and neural networks.
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID d...
ISBN:
(纸本)9798350329223
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID data communication based on tensor decomposition;HKTGNN: hierarchical knowledge transferable graph neural network-based supply chain risk assessment;DQR-TTS: semi-supervised text-to-speech synthesis with dynamic quantized representation;deep reinforcement learning-based network moving target defense in DPDK;iNUMAlloc: towards intelligent memory allocation for AI accelerators with NUMA;and predictive queue-based low latency congestion detection in data center networks.
The proceedings contain 374 papers. The topics discussed include: a novel modern power system stabilizer tuning approach on site using multi-objective lighting flash algorithm;design of series voltage compensation dev...
ISBN:
(纸本)9781665462532
The proceedings contain 374 papers. The topics discussed include: a novel modern power system stabilizer tuning approach on site using multi-objective lighting flash algorithm;design of series voltage compensation device based on rectifier-inverter unit;application of data mining in logistics industry in the era of bigdata;network information resource allocation under bigdata technology;research on the optimization of same-city fresh food delivery path based on improved Hopfield neural network algorithm;structure design of self-service data governance about sea-based measurements;automatic diagnosis of COVID-19 based on machine learning;research on cross-border e-commerce customer service system under the integration of computer bigdata;electric vehicle load optimization model considering peak and valley electricity price time;data recovery of power plant platform based on generative adversarial network;operation optimization of power and natural gas integrated energy system based on multi-objective optimization;and design of monitoring system for wind-solar hybrid power supply system in laboratory.
The proceedings contain 77 papers. The topics discussed include: CNN-BiLSTM based federated learning for field worker safety;personalized recommendation: a novel approach based on hybrid methods and fog computing arch...
ISBN:
(纸本)9798350373615
The proceedings contain 77 papers. The topics discussed include: CNN-BiLSTM based federated learning for field worker safety;personalized recommendation: a novel approach based on hybrid methods and fog computing architecture;a study on the progress and future directions for Mydata in South Korea;digital electronic electricity meter reading using AlexNet;a comparative study of transformers embeddings for question answering in Arabic private documents;real-time measurement of elevator rope slippage using streaming images tracking model;tourist route recommendation framework with potential travel purposes;a consideration on countermeasure for avoiding congestion at tourist sites;simulation of the health monitoring and disease warning system on the pig herd with a cloud-based GAMA platform;and analysis of data from UAVs for surveillance and threat identification in maritime areas.
The proceedings contain 95 papers. The topics discussed include: self-supervised learning for climate downscaling;classification of event sequences based on temporal relation features;a machine learning approach to go...
ISBN:
(纸本)9781665475785
The proceedings contain 95 papers. The topics discussed include: self-supervised learning for climate downscaling;classification of event sequences based on temporal relation features;a machine learning approach to government business process re-engineering;pairs trading strategy optimization using proximal policy optimization algorithms;an auditable and efficient prepaid scheme with privacy preservation in smart grids;federated learning with intermediate representation regularization;lazy node-dropping autoencoder;feed-forward design vs. mimic learning for interpretable deep models: a comparative study;inductive graph-based knowledge tracing;fast integration for multiple graphs with Neumann approximation;evaluating mitigation approaches for adversarial attacks in crowdwork;outlier-aware cross-market product recommendation;and edge-cloud collaboration architecture for efficient web-based cognitive services.
The proceedings contain 156 papers. The topics discussed include: integrating machine learning and social sensing in smart city digital twin for citizen feedback;a novel fuzzy identity-based encryption with wireless P...
ISBN:
(纸本)9798350330014
The proceedings contain 156 papers. The topics discussed include: integrating machine learning and social sensing in smart city digital twin for citizen feedback;a novel fuzzy identity-based encryption with wireless PUF for IoT device authentication;RDA-Unet: a retrieval model for radar composite reflectivity factor from Himawari-8 observations;DHIFS: a dynamic and hybrid index method with low memory overhead and efficient file access;multi-agent reinforcement learning for smart city automated traffic light control;ST-ConvLSGRU: a radar echo extrapolation method based on LSTM and GRU;intelligent maintenance system for wind turbine based on deep belief federated learning;BioNet+: a comprehensive interaction model of finding therapeutics for diseases with graph deep learning;and PBE-Plan: periodic backdoor erasing plan for trustworthy federated learning.
The proceedings contain 45 papers. The topics discussed include: bridging the European earth-observation and AI communities for data-intensive innovation;ECG classification using deep CNN and Gramian angular field;dig...
ISBN:
(纸本)9798350333794
The proceedings contain 45 papers. The topics discussed include: bridging the European earth-observation and AI communities for data-intensive innovation;ECG classification using deep CNN and Gramian angular field;digital twin-driven degradation modeling method for control moment gyroscope health management;safe route recommendation based on crime risk prediction with urban and crime data;illicit item detection in X-ray images for security applications;hybrid deep learning for efficient detection of recalled products;attribute-based access control rules supported by biclique patterns;innovative and successful real-time automatization for production in oil and gas industry detection of anomalies in multivariate time series using ensemble techniques;and data-driven analysis of EV energy prediction and planning of EV charging infrastructure.
暂无评论