Artificial intelligence XL 43rd SGAI international conference on artificial intelligence, AI 2023, Cambridge, UK, December 12-14, 2023 : proceedings
Technical Papers.-On Explanations for Hybrid Artificial Intelligence (Best Technical Paper).-Speech and Natural Language Analysis.-Intermediate Task Ensembling for Sarcasm Detection.-Clinical Dialogue Transcription Error Correction with Self-supervision.-Exploring Multilingual Word Embedding Alignme...
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| Format: | UnknownFormat |
| Sprache: | eng |
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Cham
Springer
2023
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| Schriftenreihe: | Lecture notes in computer science
14381 |
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> COMPUTERS / Data Processing / General
> COMPUTERS / Networking / General
> COMPUTERS / Social Aspects / Human-Computer Interaction
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| Zusammenfassung: | Technical Papers.-On Explanations for Hybrid Artificial Intelligence (Best Technical Paper).-Speech and Natural Language Analysis.-Intermediate Task Ensembling for Sarcasm Detection.-Clinical Dialogue Transcription Error Correction with Self-supervision.-Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian.-Confidence Preservation Property in Knowledge Distillation Abstractions.-Image Analysis.-Exploring Optimal Configurations in Active Learning for Medical Imaging.-CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel Metric.-A Contrastive Learning Scheme with Transformer Innate Patches.-Deep Despeckling of SAR Images to Improve Change Detection Performance.-Neural Nets.-Profiling Power Consumption for Deep Learning on Resource Limited Devices.-Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation.-Case Based Reasoning.-Semi-Supervised Similarity Learning in Process-Oriented Case-Based Reasoning.-PertCF: A Perturbation-Based Counterfactual Generation Approach.-Short Technical Papers.-Speech Emotion Recognition using Deep Learning.-Distinct Sequential Models for Inference Boosting.-On Reproducible Implementations in Unsupervised Concept Drift Detection Algorithms Research.-Unveiling the Relationship between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias Prevalence.-A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning Environment.-Optimal Manufacturing Controller Synthesis using Situation Calculus.-Predicting social Trust from Implicit Feedback.-A Neural Network Approach to Dragon Boat Partition Problem (Abstract).-Auditing AI Systems: A Metadata Approach.-Prospective Responsibility for Multi-Agent Systems.-Fighting Lies with Intelligence: Using Large Language Models and Chain of Thoughts Technique to Combat Fake News.-A Knowledge Rich Task Planning Framework for Human-Robot Collaboration.-Q-Learning: Solutions for Grid World Problem with Forward and Backward Reward Propagations.-Application Papers.-Explaining A Staff Rostering Problem By Mining Trajectory Variance Structures (Best Application Paper).-Machine Learning Applications.-Quantitative Approach of Geospatial Sentiment Analysis to Reveal Opinions on the War in Ukraine.-Solar Flare Forecasting Using Individual and Ensemble RNN Models.-Deep Reinforcement Learning for Continuous Control of Material Thickness.-SANTA: Semi-supervised Adversarial Network Threat and Anomaly Detection System.-Hybrid Dual-Resampling and Cost-Sensitive Classification for Credit Risk Prediction.-Machine Vision Applications.-ReFrogID: Pattern Recognition for Pool Frog Identification using Deep Learning and Feature Matching.-Cropline and Weed Detection in Corn Using Weak Supervision.-Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer`s Disease from MRI Images.-Knowledge Discovery and Data Mining Applications.-Heuristic Search of Heuristics.-Bias in Recommender Systems: Item Price Perspective.-Other AI Applications.-Automating Question Generation From Educational Text.-Comparison of Simulated Annealing and Evolution Strategies for Optimising Cyclical Rosters with Uneven Demand and Flexible Trainee Placement.-Interpreting NMR Spectra By Constraint Solving.-Short Application Papers.-On The Application of Feed-Forward Artificial Neural Networks to the This book constitutes the refereed proceedings of the 43rd SGAI International Conference on Artificial Intelligence, AI 2023, held in Cambridge, UK, during December 12-14, 2023. The 27 full papers and 20 short papers included in this book are carefully reviewed and selected from 67 submissions. They were organized in topical sections as follows: Technical Papers: Speech and Natural Language Analysis, Image Analysis, Neural Nets, Case Based Reasoning and Short Technical Papers. Application Papers: Machine Learning Applications, Machine Vision Applications, Knowledge Discovery and Data Mining Applications, other AI Applications and Short Application Papers |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xv, 529 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031479939 978-3-031-47993-9 |