Intelligent Systems and Machine Learning: First EAI International Conference, ICISML 2022, Hyderabad, India, December 16-17, 2022, Proceedings, Part I

ISBN-13: 9783031350771 / Angielski

Sachi Nandan Mohanty;Vicente García Díaz;G. A. E. Satish Kumar

Opis

This two-volume set constitutes the refereed proceedings of the First EAI International Conference on Intelligent Systems and Machine Learning, ICISML 2022, held in Hyderabad, India, in December 16-17,2022. The 75 full papers presented were carefully reviewed and selected from 209 submissions. The conference focuses on Intelligent Systems and Machine Learning Applications in Health care; Digital Forensic & Network Security; Intelligent Communication Wireless Networks; Internet of Things (IoT) Applications; Social Informatics; and Emerging Applications.

Spis treści

​Intelligent Systems and Machine Learning Applications in Health care.- Improving Multi-class Brain Tumor Detection using Vision Transformer as Feature Extractor.- Measles rash disease classification based on various CNN classifiers.- BRAIN IMAGING TOOL IN PATIENTS WITH TRANS ISCHEMIC ATTACK: A COMPARITIVE RESEARCH STUDY ANALYSIS OF COMPUTED TOMO.-  EEG-based Stress Detection Using K-Means Clustering Method.- Detection of Psychological Stability Status Using Machine Learning Algorithms.- GLCM Based Feature Extraction and Medical X-ray Image Classification Using Machine Learning Techniques.- Multi filter wrapper enhanced machine learning model for cancer diagnosis.- An Interactive Web Solution for Electronic Health Records Segmentation and Prediction.-  A Convolutional Neural Network based Prediction Model for Classification of Skin Cancer Images.- Multimodal Biomedical Image Fusion Techniques in Transform and spatial Domain: An Inclusive Survey.- Early Prediction of Coronary Heart Disease Using the Boruta Metho.- Design and Implementation of Obesity Healthcare System (OHS) using Flutter Platform.- A Survey on Covid-19 Knowledge Graphs and their Data Sources.- Identify Melanoma using CNN.- Digital Forensic & Network Security.- Machine Learning based Malware Analysis in Digital Forensic with IoT Devices.- Malicious Codes Detection : Deep Learning Techniques.-  Securing Outsourced Personal Health Records On Cloud Using Encryption Techniques.- Design and Evaluation Decentralized Transactional Network Based Blockchain Technology using Omnet++.- Movie Synchronization System using Web Socket based Protocol.- A Study on Android Malware Detection using Machine Learning Algorithms.- Intelligent Communication Wireless Networks.- A Survey on Deep Recurrent Q networks.- Predicting Credit Card Defaults with Machine Learning Algorithm using Customer Database.- Enhancement of Signal to Noise Ratio for QAM signal in Noisy channel.- GSM ENABLED PATIENT MONITORING SYSTEM USING ARDUINO APPLICATION FOR CARDIAC SUPPORT.- Reso-Net: Generic Image Resolution Enhancement Using Convolutional Autoencoders.- Smart Traffic System with Green Time optimization using Fuzzy logic.- Early Diagnosis of Rheumatoid Arthritis of the Wrist Using Power Doppler Ultrasound: A Review.- An intrusion detection System and Attack Intension used in Network forensic exploration.- Comparison of Advanced Encryption Standard Variants Targeted at FPGA Architectures.-  Characteristics and Analysis of ElectroGastroGram Signal.- A COMPARATIVE STUDY OF POWER OPTIMIZATION USING LEAKAGE REDUCTION TECHNIQUES.- Design and Implementation of 4-bit High Speed Array Multiplier for Image CodingDesign and Implementation of 4-bit High Speed Array Multiplier for Image Coding.- Internet of Things (IoT) Applications.- Smart Traffic Police Helmet: Using Image Processing and IoT.- Interconnected Hospitals using IOT.- Automatic oxygen ventilation and monitoring system using IoT.- Social Informatics.- Social Media Sentiment Analysis Using Deep Learning Approach.- Movie Recommendation Using Content-Based and Collaborative Filtering Approach.- Movie Recommendation Using Content-Based and Collaborative Filtering Approach.- Movie Recommendation System using Composite Ranking.- SOCIAL DISTANCING AND FACE MASK DETECTION USING OPEN CV.- Predicting the Likeliest Customers; Minimizing Losses on Product Trials using Business Analytics.- Television price prediction based on features with Machine Learning.- Emerging Applications.- A Model for Engineering, Procurement, and Construction (EPC) Organizations Using Vendor Performance Rating System.- F2PMSMD: Design of a Fusion model to identify Fake Profiles from Multimodal Social Media Datasets.- A Novel Model To Predict The Whack Of pandemics On The International Rankings Of Academia.- Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-automatic Approach.- A Blockchain Enabled Medical Tourism Ecosystem.- Measuring the impact of oil revenues on government debt in selected countries by using ARDL Model.- DIAGNOSIS OF PLANT DISEASES BY IMAGE PROCESSING MODEL FOR SUSTAINABLE SOLUTIONS.- Face Mask Detection: An Application of Artificial Intelligence.- A critical review of Faults in cloud computing: Types, Detection, and Mitigation schemes.- VIDEO CONTENT ANALYSIS USING DEEP LEARNING METHODS.- Prediction of Cochlear Disorders using face tilt estimation and Audiology dataset.- Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges.- Multivariate Analysis and Comparison of Machine Learning Algorithms: A case study of Cereals of America.- Competitive Programming Vestige using Machine Learning.- Machine Learning Techniques for Aspect Analysis of Employee Attrition.- AI-Enabled Automation Solution for Utilization Management in Healthcare Insurance.- Real-Time Identification of Medical Equipment using Deep CNN And Computer Vision.-  Design of a intelligent crutch tool for elders.- An approach to new technical solutions in resource allocation based on artificial intelligence.-  Gesture Controlled Power Window Using Deep Learning.- Novel Deep Learning techniques to design the model and Predict Facial Expression, gender, and age recognition.- A Comprehensive Review on Various Data Science Technologies used for Enhancing the Quality of Education Systems.- AI/ML Based Sensitive Data Discovery and Classification of Unstructured Data Sources.- AI/ML Based Sensitive Data Discovery and Classification of Unstructured Data Sources.-  Machine Learning Based Spectrum sensing for Secure data Transmission using Cuckoo search optimization.