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Intelligent Systems and Machine Learning: First EAI International Conference, ICISML 2022, Hyderabad, India, December 16-17, 2022, Proceedings, Part II de Sachi Nandan Mohanty

Intelligent Systems and Machine Learning: First EAI International Conference, ICISML 2022, Hyderabad, India, December 16-17, 2022, Proceedings, Part II: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, cartea 471

Editat de Sachi Nandan Mohanty, Vicente Garcia Diaz, G. A. E. Satish Kumar
en Limba Engleză Paperback – 10 iul 2023
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.
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Specificații

ISBN-13: 9783031350801
ISBN-10: 3031350804
Ilustrații: XXI, 399 p. 199 illus., 165 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.59 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Locul publicării:Cham, Switzerland

Cuprins

​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 Algorithmusing 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 sensingfor Secure data Transmission using Cuckoo search optimization.