Applied Intelligence and Informatics
- Length: 416 pages
- Edition: 1
- Language: English
- Publisher: Springer
- Publication Date: 2021-07-28
- ISBN-10: 3030822680
- ISBN-13: 9783030822682
- Sales Rank: #0 (See Top 100 Books)
This book constitutes the refereed proceedings of the First International Conference on Applied Intelligence and Informatics, AII 2021, held in Nottingham, UK, in July 2021. Due to the COVID-19 pandemic the conference was held in a fully virtual mode.
The 26 full papers and 4 short papers presented were thoroughly reviewed and selected from the total 107 submissions. They are organized in the following topical sections: application of AI and informatics in disease detection; 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; emerging applications of AI and informatics.
Cover Front Matter Application of AI and Informatics in Disease Detection Inference and Learning Methodology of Belief Rule Based Expert System to Assess Chikungunya Glaucoma Detection Using Inception Convolutional Neural Network V3 iConDet: An Intelligent Portable Healthcare App for the Detection of Conjunctivitis Selecting Lung Cancer Patients from UK Primary Care Data: A Longitudinal Study of Feature Trends Extending Upon a Transfer Learning Approach for Brain Tumour Segmentation Automatic Seizure Prediction Based on Cross-Feature Fusion Stream Convolutional Neural Network Application of AI and Informatics in Healthcare Anomaly Detection in Invasively Recorded Neuronal Signals Using Deep Neural Network: Effect of Sampling Frequency Classification of First Trimester Ultrasound Images Using Deep Convolutional Neural Network Method to Enhance Classification of Skin Cancer Using Back Propagated Artificial Neural Network Knowledge Discovery from Tumor Volume Using Adaptive Neuro Fuzzy Inference System Rules Key Techniques and Challenges for Processing of Heart Sound Signals Enhanced Signal Processing Using Modified Cyclic Shift Tree Denoising Application of AI and Informatics in Pattern Recognition A Machine Learning Driven Android Based Mobile Application for Flower Identification A Generative Text Summarization Model Based on Document Structure Neural Network Human Gender Detection from Facial Images Using Convolution Neural Network Few-Shot Learning for Tamil Handwritten Character Recognition Using Deep Siamese Convolutional Neural Network A CNN Based Model for Venomous and Non-venomous Snake Classification Recognition of Dysfluency in Speech: A Bidirectional Long-Short Term Memory Based Approach Application of AI and Informatics in Network, Security, and Analytics Distributed Denial of Service Attack Detection Using Machine Learning and Class Oversampling Scientific Metrological Analysis of Government Services Based on Big Data Analysis and Visualization Software Driven by Information Technology Violent Video Event Detection: A Local Optimal Oriented Pattern Based Approach Human Age Estimation Using Deep Learning from Gait Data An Error Resilient Video Transmission in Ad Hoc Network Using Error Diffusion Block Truncation Coding ALO: AI for Least Observed People Emerging Applications of AI and Informatics COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children Literature Classification Model of Deep Learning Based on BERT-BiLSTM——Taking COVID-19 as an Example Identifying Relevant Stakeholders in Digital Healthcare COVID-19 Detection Using Chest X-Ray Images with a RegNet Structured Deep Learning Model Mixed Bangla-English Spoken Digit Classification Using Convolutional Neural Network Sluggish State-Based Neural Networks Provide State-of-the-art Forecasts of Covid-19 Cases Back Matter
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