Applied intelligence and informatics third international conference, AII 2023, Dubai, United Arab Emirates, October 29-31, 2023 : revised selected papers
.- Emerging Applications of AI and Informatics. .- A Deep Learning-Based Neural Network Model for Autism Spectrum Disorder Prediction. .- Improving a Fuzzy Matching Engine. .- Speech Emotion Recognition: An Empirical Analysis of Machine Learning Algorithms Across Diverse Data Sets. .- A BERT-bas...
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| Weitere Verfasser: | , , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2024
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| Schriftenreihe: | Communications in computer and information science
2065 |
| Schlagworte: |
Artificial intelligence
> Bildverarbeitung
> COMPUTERS / Artificial Intelligence
> COMPUTERS / Computer Science
> COMPUTERS / Data Processing / Optical Data Processing
> COMPUTERS / Hardware / General
> Computer hardware
> Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
> Computerhardware
> EDU029090
> EDUCATION / Computers & Technology
> Educational equipment & technology, computer-aided learning (CAL)
> Image processing
> Information technology: general issues
> Künstliche Intelligenz
> Lehrmittel, Lerntechnologien, E-Learning
> Social research & statistics
> Konferenzschrift
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| Online Zugang: | Cover |
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| Zusammenfassung: | .- Emerging Applications of AI and Informatics. .- A Deep Learning-Based Neural Network Model for Autism Spectrum Disorder Prediction. .- Improving a Fuzzy Matching Engine. .- Speech Emotion Recognition: An Empirical Analysis of Machine Learning Algorithms Across Diverse Data Sets. .- A BERT-based Chatbot to Support Cancer Treatment Follow-Up. .- Optimizing Medical Imaging Quality: An In-Depth Examination of Preprocessing Methods of Brain MRIs. .- MindData for Enhanced Entertainment Building a Comprehensive EEG Dataset of Emotional Responses to Audio-Visual Stimuli. .- A Survey on Tools and Techniques of Classification in Educational Data Mining. .- Application of AI and Informatics in Healthcare. .- A Robust and Explainable Deep Learning Method for Cervical Cancer Screening. .- Classifying Depressed and Healthy Individuals Using Wearable Sensor Data: A Comparative Analysis of Machine Learning Approaches. .- Performance Analysis of a Single-Input Thermal Image Classifier with Patient Information for the Detection of Breast Cancer. .- Investigation of HR and QT Variability for Monitoring Sleep Apnea: An Interpretable Machine Learning Approach. .- Transfer Learning-Based Ensemble of Deep Neural Architectures for Alzheimer's and Parkinson's Disease Classification. .- Classifying Emotions of Parkinsonian Patients from Electroencephalogram Signals using Efficient Attention Capsule Network. .- Early Prediction of Chronic Kidney Disease Using Machine Learning Algorithms with Feature Selection Techniques. .- A Survey on Heart Disease Prediction Using Machine Learning Techniques. .- A Fuzzy Logic-Based Framework for Accurate Detection of Infectious Diseases. .- Application of AI and Informatics in Pattern Recognition. .- A Media-pipe integrated deep learning model for ISL (Alphabet) recognition and converting Text to Speech with Video Input. .- A Driver Fatigue Detection Framework with Convolutional Neural Network and Long Short-Term Memory Network. .- FallGuardian: Wear OS-Based Machine Learning Fall Detection Framework. .- Classification of Different Cancer Types Based on RNA HI-SEQ Data Using Dimensionality Reduction. .- YOLO-V4 Based Detection of Varied Hand Gestures in Heterogeneous Settings. .- Comparative Analysis of Pre-Trained CNN Models for Neurobiological Disease Classification. .- An Overview of Data Security Algorithms in Cloud Computing. .- Application of AI and Informatics in Network, Security, and Analytics. .- Optimizing Round-Robin Scheduling Algorithm Performance in Real-time Systems. .- Enhancing Outdoor Comfort: A Machine Learning Framework for Predicting Comfort Level. .- Augmented Reality in the Fields of Management and Business: A Bibliometric Review of the Literature. .- CDSER: Sentiment Analysis for Product Selection to Enhance E-commerce Review System. .- Screening of Enhanced Oil Recovery Methods Using Supervised Machine Learning Predicated on Range Data. .- A Survey on Nature-Inspired Optimization Methods for Effective Task Scheduling in Cloud Computing Environment. .- Enhancing Internet of Things Security with Random Forest-Based Anomaly Detection. .- A Survey of Challenges Associated with Cloud Computing Security. This book constitutes the refereed post-conference proceedings of the Third International Conference on Applied Intelligence and Informatics, AII 2023, held in Dubai, United Arab Emirates, during October 29-31, 2023. The 31 full papers included in these proceedings were carefully reviewed and selected from 99 submissions. They are organized in these topical sections as follows: Emerging Applications of AI and Informatics; Application of AI and Informatics in Healthcare; Application of AI and Informatics in Pattern Recognition; Application of AI and Informatics in Network, Security, and Analytics |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xvi, 486 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031686382 978-3-031-68638-2 |