E-Book, Englisch, Band 627, 795 Seiten, eBook
Reihe: IFIP Advances in Information and Communication Technology
Maglogiannis / Macintyre / Iliadis Artificial Intelligence Applications and Innovations
Erscheinungsjahr 2021
ISBN: 978-3-030-79150-6
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings
E-Book, Englisch, Band 627, 795 Seiten, eBook
Reihe: IFIP Advances in Information and Communication Technology
ISBN: 978-3-030-79150-6
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Adaptive Modeling, Neuroscience.-
‘If Only I Would Have Done That...’: A Controlled Adaptive Network Model for Learning by Counterfactual Thinking.- A Computational Model for the Second-Order Adaptive Causal Relationships between Anxiety, Stress and Physical Exercise.-
AI in Biomedical Applications.-
ebioMelDB: Multi-modal database for melanoma and its application on estimating patient prognosis.- Improved Biomedical Entity Recognition via longer context modelling.- Scalable NPairLoss-based Deep-ECG for ECG Verification.- A Comparative Study of Embedded Feature Selection Methods on Microarray data.-
AI Impacts/Big Data.-
The AI4Media project: Use of Next-generation Artificial Intelligence Technologies for Media Sector Applications.- Regression Predictive Model to analyze Big Data Analytics in Supply Chain Management.-
Automated Machine Learning.-
An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption.- An Ontology-Based Concept for Meta AutoML.- Object Migration Automata for Non-Equal Partitioning Problems with Known Partition Sizes.-
Autonomous Agents.-
Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation during COVID-19.- Evaluating Task-General Resilience Mechanisms in a Multi-Robot Team Task.-
Clustering.-
A Multi-View Clustering Approach for Analysis of Streaming Data.- Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise.- Self-organizing maps for optimized robotic trajectory planning applied to surface coating.- Convolutional Neural Networks.- An autoencoder convolutional neural network framework for Sarcopenia detection based on multi-frame ultrasound image slices.- Automatic Classification of XCT Images in Manufacturing.- Cross-lingual Approaches for Task-specific Dialogue ActRecognition.- Just-in-time Biomass Yield Estimation with Multi-Modal Data and Variable Patch Training Size.- Robustness testing of AI systems: A case study for traffic sign recognition.-
Data Mining/ Word Counts.-
BIBLIOBICLUSTER: A bicluster algorithm for Bibliometrics.- Topic identification via human interpretation of word clouds: The case of Instagram hashtags.-
Deep Learning.-
A Comparative Study of Deep Learning Techniques for Financial Indices Prediction.- An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering.- Collaborative Edge-Cloud Computing for Personalized Fall Detection.- Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection.- Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems.- System-wide anomaly detection of industrial control systems via deep learning and correlation analysis.- Verification of Size Invariance in DNN Activations using Concept Embeddings.- Artificial Intelligence in Music Composition.- Deep Learning and AI for Optimization in 5GTechnology.-
Fuzzy Modeling.-
Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal Prices.-
Hyperdimensional Computing.-
PQ-HDC: Projection-based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing.- Hyperdimensional Computing with Learnable Projection for User Adaptation Framework.-
Internet of Things/Internet of Energy.-
”SAVE” – an Integrated Approach of Personal and Home Safety for Active Assisted Living.- BEMS in the Era of Internet of Energy: A Review.-
Machine Learning.-
A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data.- An automated tool to support an intelligence learner management system using Learning Analytics and Machine Learning.- Classification of Point Clouds with Neural Networks and Continuum-Type Memories.- Cyber Supply Chain Threat Analysis and Prediction using Machine Learning and Ontology.- Intelligent Techniques and Hybrid SystemsExperiments Using the Acumen Modeling and Simulation Environment.- Predicting CO2 Emissions for Buildings Using Regression and Classification.- Robust Pose Estimation Based on Maximum Correntropy Criterion.- The Generative Adversarial Random Neural Network.- Using Machine Learning Methods to Predict Subscriber Churn of a Web-based Drug Information Platform.- Analysis and Prediction for House Sales Price Using a Hybrid Machine Learning Approach.-
Multi Agent Systems.-
Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms.- Improving the flexibility of production scheduling in flat steel production through standard and AI-based approaches: challenges and perspectives.-
Natural Language.-
A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction.- An Approach Utilizing Linguistic Features for Fake News Detection.- CEA-TM: A Customer Experience Analysis framework based on Contextual-aware Topic Modelingapproach.- Machine Learning Meets Natural Language Processing - The story so far.- SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies.-
Recommendation Systems.-
Optimization of Multi-Stakeholder Recommender Systems for Diversity and Coverage.- Recommending Database Architectures For Social Queries: A Twitter Case Study.- Science4Fashion: An Autonomous Recommendation System for Fashion Designers.-
Sentiment Analysis.-
A two-step optimised BERT-based NLP algorithm for extracting sentiment from financial news.- Learning Sentiment-aware Trading Strategies for Bitcoin leveraging Deep Learning-based Financial News Analysis.-
Smart Blockchain Applications/ Cybersecurity.-
Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework.- Validation and Verification for Data Marketplaces.