The proceedings contain 92 papers. The special focus in this conference is on Intelligent dataengineering and Automated Learning. The topics include: Model-Based Meta-reinforcement Learning for Hyperparameter Op...
ISBN:
(纸本)9783031777370
The proceedings contain 92 papers. The special focus in this conference is on Intelligent dataengineering and Automated Learning. The topics include: Model-Based Meta-reinforcement Learning for Hyperparameter Optimization;towards Sustainable Precision: Machine Learning for Laser Micromachining Optimization;association Rules Mining with Auto-encoders;using Contrastive Learning to Map Stylistic Similarities in Narrative Writers;automatic Classification of Signal and Noise in Functional Magnetic Resonance Imaging Scans Using Convolutional Neural Networks;how Resilient are Language Models to Text Perturbations?;emotional Sequential Influence Modeling on False Information;CSSDH: An Ontology for Social Determinants of Health to Operational Continuity of Care data Interoperability;padel Two-Dimensional Tracking Extraction from Monocular Video Recordings;drowsiness Detection Using Vital Sign Sensors and Deep Learning on Smartwatches;Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences;multimodal Visio-Lingual Content Analysis to Detect Fake Content on Reddit;MetaLIRS: Meta-learning for Imputation and Regression Selection;pipeline for Semantic Segmentation of Large Railway Point Clouds;preliminary Investigation on Machine Learning and Deep Learning Models for Change of Direction Classification in Running;efficient Radar Scheduling Using Genetic Algorithms and Stochastic Heuristic Initialization;towards a Communication Specification Language for Heterogeneous Service Orchestration Based on Process Calculus and Holonic Multi-agent Systems;counterfactual Explanations for Sustainable Tourism Indicators;Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation;low Consumption Models for Disease Diagnosis in Isolated Farms;fast and Scalable Recommendation Retrieval Model with Mixed Attention and Knowledge Distillation;Federated Learning for Vietnamese SMS Spam Detection Using Pre
The proceedings contain 92 papers. The special focus in this conference is on Intelligent dataengineering and Automated Learning. The topics include: Model-Based Meta-reinforcement Learning for Hyperparameter Op...
ISBN:
(纸本)9783031777301
The proceedings contain 92 papers. The special focus in this conference is on Intelligent dataengineering and Automated Learning. The topics include: Model-Based Meta-reinforcement Learning for Hyperparameter Optimization;towards Sustainable Precision: Machine Learning for Laser Micromachining Optimization;association Rules Mining with Auto-encoders;using Contrastive Learning to Map Stylistic Similarities in Narrative Writers;automatic Classification of Signal and Noise in Functional Magnetic Resonance Imaging Scans Using Convolutional Neural Networks;how Resilient are Language Models to Text Perturbations?;emotional Sequential Influence Modeling on False Information;CSSDH: An Ontology for Social Determinants of Health to Operational Continuity of Care data Interoperability;padel Two-Dimensional Tracking Extraction from Monocular Video Recordings;drowsiness Detection Using Vital Sign Sensors and Deep Learning on Smartwatches;Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences;multimodal Visio-Lingual Content Analysis to Detect Fake Content on Reddit;MetaLIRS: Meta-learning for Imputation and Regression Selection;pipeline for Semantic Segmentation of Large Railway Point Clouds;preliminary Investigation on Machine Learning and Deep Learning Models for Change of Direction Classification in Running;efficient Radar Scheduling Using Genetic Algorithms and Stochastic Heuristic Initialization;towards a Communication Specification Language for Heterogeneous Service Orchestration Based on Process Calculus and Holonic Multi-agent Systems;counterfactual Explanations for Sustainable Tourism Indicators;Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation;low Consumption Models for Disease Diagnosis in Isolated Farms;fast and Scalable Recommendation Retrieval Model with Mixed Attention and Knowledge Distillation;Federated Learning for Vietnamese SMS Spam Detection Using Pre
The proceedings contain 14 papers. The special focus in this conference is on Software and dataengineering. The topics include: Embracing Residuality Theory in Software Architecture to Address Uncertainty: Key Challe...
ISBN:
(纸本)9783031752001
The proceedings contain 14 papers. The special focus in this conference is on Software and dataengineering. The topics include: Embracing Residuality Theory in Software Architecture to Address Uncertainty: Key Challenges and Strategies;zoned Role-Based Approach to System Design, Implementation, and Access Control of Integrated Web Applications;enhancing IoT Network Defense: A Comparative Study of Machine Learning Algorithms for Attack Classification;a Survey and Insights on Modern Game Development Processes for Software engineering Education;evaluating the Impact of Combinatorial Interaction Testing on Test Automation: A Case Study from Industry;JSMBox—A Runtime Monitoring Framework for Analyzing and Classifying Malicious JavaScript;securing Wireless Sensor Network from Rank Attack Using Fast Sensor data Encryption and Decryption Protocol;Enhancing Transparency and Privacy in Financial Fraud Detection: The Integration of Explainable AI and Federated Learning;Enhancing Generative AI Chatbot Accuracy Using Knowledge Graph;ReVisE: Emulated Visual Outfit Generation from User Reviews Using Generative-AI;A Case Study on AI to Automate Simulation Modelling;racial Disparity in Breast Cancer Prognosis.
The following topics are dealt with: distributed database management;database access;statistical databases;hashing methods;high-level interfaces;physical updates;query optimization;knowledge-based systems;relational e...
详细信息
ISBN:
(纸本)081860655X
The following topics are dealt with: distributed database management;database access;statistical databases;hashing methods;high-level interfaces;physical updates;query optimization;knowledge-based systems;relational extension;heterogeneous databases;fuzzy systems;database machines;temporal databases;engineering CAD/CAM;multimedia database;concurrency control;Ada language;specification;data modeling;theory;and industrial experience. 83 papers were presented, all of which are published in full in the present proceedings.
The proceedings contain 80 papers. The topics discussed include: an advanced database system ADAM-towards integrated management of engineeringdata;a role for data analysis in practical requirements definition;on the ...
详细信息
ISBN:
(纸本)0818605332
The proceedings contain 80 papers. The topics discussed include: an advanced database system ADAM-towards integrated management of engineeringdata;a role for data analysis in practical requirements definition;on the effectiveness of fault-tolerance techniques in parallel associative database processors;a comparison of parallel language approaches to data representation and data transferral;a natural language interface for performing database updates;an application of statistical databases in manufacturing testing;diophantine inferences from statistical aggregates on few-valued attributes;a theory of data: implications for information retrieval;and recursive data models for non-conventional database applications.
The papers in this special section were presented at the 33rd international conference on data engineering, ICDE 2017, that was held in San Diego, California, during April 19-22, 2017.
The papers in this special section were presented at the 33rd international conference on data engineering, ICDE 2017, that was held in San Diego, California, during April 19-22, 2017.
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