, ,

Intelligent Systems and Machine Learning

First EAI International Conference, ICISML 2022, Hyderabad, India, December 16-17, 2022, Proceedings, Part II

Specificaties
Paperback, blz. | Engels
Springer Nature Switzerland | e druk, 2023
ISBN13: 9783031350801
Rubricering
Springer Nature Switzerland e druk, 2023 9783031350801
€ 96,99
Levertijd ongeveer 8 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783031350801
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Switzerland

Inhoudsopgave

<p>​Intelligent Systems and Machine Learning Applications in&nbsp;Health care.-&nbsp;Improving Multi-class Brain Tumor Detection using Vision Transformer as Feature Extractor.-&nbsp;Measles rash disease classification based on various CNN classifiers.-&nbsp;BRAIN IMAGING TOOL IN PATIENTS WITH TRANS ISCHEMIC ATTACK: A COMPARITIVE RESEARCH STUDY ANALYSIS OF COMPUTED TOMO.-&nbsp; EEG-based Stress Detection Using K-Means Clustering Method.-&nbsp;Detection of Psychological Stability Status Using Machine Learning Algorithms.-&nbsp;GLCM Based Feature Extraction and Medical X-ray Image Classification Using Machine Learning Techniques.-&nbsp;Multi filter wrapper enhanced machine learning model for cancer diagnosis.-&nbsp;An Interactive Web Solution for Electronic Health Records Segmentation and Prediction.-&nbsp; A Convolutional Neural Network based Prediction Model for Classification of Skin Cancer Images.-&nbsp;Multimodal Biomedical Image Fusion Techniques in Transform and spatial Domain: An Inclusive Survey.-&nbsp;Early Prediction of Coronary Heart Disease Using the Boruta Metho.-&nbsp;Design and Implementation of Obesity Healthcare System (OHS) using Flutter Platform.-&nbsp;A Survey on Covid-19 Knowledge Graphs and their Data Sources.-&nbsp;Identify Melanoma using CNN.-&nbsp;Digital Forensic & Network Security.-&nbsp;Machine Learning based Malware Analysis in Digital Forensic with IoT Devices.-&nbsp;Malicious Codes Detection : Deep Learning Techniques.-&nbsp; Securing Outsourced Personal Health Records On Cloud Using Encryption Techniques.-&nbsp;Design and Evaluation Decentralized Transactional Network Based Blockchain Technology using Omnet++.-&nbsp;Movie Synchronization System using Web Socket based Protocol.-&nbsp;A Study on Android Malware Detection using Machine Learning Algorithms.-&nbsp;Intelligent Communication Wireless Networks.-&nbsp;A Survey on Deep Recurrent Q networks.-&nbsp;Predicting Credit Card Defaults with Machine Learning Algorithmusing Customer Database.-&nbsp;Enhancement of Signal to Noise Ratio for QAM signal in Noisy channel.-&nbsp;GSM ENABLED PATIENT MONITORING SYSTEM USING ARDUINO APPLICATION FOR CARDIAC SUPPORT.-&nbsp;Reso-Net: Generic Image Resolution Enhancement Using Convolutional Autoencoders.-&nbsp;Smart Traffic System with Green Time optimization using Fuzzy logic.-&nbsp;Early Diagnosis of Rheumatoid Arthritis of the Wrist Using Power Doppler Ultrasound: A Review.-&nbsp;An intrusion detection System and Attack Intension used in Network forensic exploration.-&nbsp;Comparison of Advanced Encryption Standard Variants Targeted at FPGA Architectures.-&nbsp; Characteristics and Analysis of ElectroGastroGram Signal.-&nbsp;A COMPARATIVE STUDY OF POWER OPTIMIZATION USING LEAKAGE REDUCTION TECHNIQUES.-&nbsp;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.-&nbsp;Internet of Things (IoT) Applications.-&nbsp;Smart Traffic Police Helmet: Using Image Processing and IoT.-&nbsp;Interconnected Hospitals using IOT.-&nbsp;Automatic oxygen ventilation and monitoring system using IoT.-&nbsp;Social Informatics.-&nbsp;Social Media Sentiment Analysis Using Deep Learning Approach.-&nbsp;Movie Recommendation Using Content-Based and Collaborative Filtering Approach.-&nbsp;Movie Recommendation Using Content-Based and Collaborative Filtering Approach.-&nbsp;Movie Recommendation System using Composite Ranking.-&nbsp;SOCIAL DISTANCING AND FACE MASK DETECTION USING OPEN CV.-&nbsp;Predicting the Likeliest Customers; Minimizing Losses on Product Trials using Business Analytics.-&nbsp;Television price prediction based on features with Machine Learning.-&nbsp;Emerging Applications.-&nbsp;A Model for Engineering, Procurement, and Construction (EPC) Organizations Using Vendor Performance Rating System.-&nbsp;F2PMSMD: Design of a Fusion model to identify Fake Profiles from Multimodal Social Media Datasets.-&nbsp;A Novel Model To Predict The Whack Of pandemics On The International Rankings Of Academia.-&nbsp;Mining Ancient Medicine Texts Towards an Ontology of Remedies – A Semi-automatic Approach.-&nbsp;A Blockchain Enabled Medical Tourism Ecosystem.-&nbsp;Measuring the impact of oil revenues on government debt in selected countries by using ARDL Model.-&nbsp;DIAGNOSIS OF PLANT DISEASES BY IMAGE PROCESSING MODEL FOR SUSTAINABLE SOLUTIONS.-&nbsp;Face Mask Detection: An Application of Artificial Intelligence.-&nbsp;A critical review of Faults in cloud computing: Types, Detection, and Mitigation schemes.-&nbsp;VIDEO CONTENT ANALYSIS USING DEEP LEARNING METHODS.-&nbsp;Prediction of Cochlear Disorders using face tilt estimation and Audiology dataset.-&nbsp;Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges.-&nbsp;Multivariate Analysis and Comparison of Machine Learning Algorithms: A case study of Cereals of America.-&nbsp;Competitive Programming Vestige using Machine Learning.-&nbsp;Machine Learning Techniques for Aspect Analysis of Employee Attrition.-&nbsp;AI-Enabled Automation Solution for Utilization Management in Healthcare Insurance.-&nbsp;Real-Time Identification of Medical Equipment using Deep CNN And Computer Vision.-&nbsp; Design of a intelligent crutch tool for elders.-&nbsp;An approach to new technical solutions in resource allocation based on artificial intelligence.-&nbsp; Gesture Controlled Power Window Using Deep Learning.-&nbsp;Novel Deep Learning techniques to design the model and Predict Facial Expression, gender, and age recognition.-&nbsp;A Comprehensive Review on Various Data Science Technologies used for Enhancing the Quality of Education Systems.-&nbsp;AI/ML Based Sensitive Data Discovery and Classification of Unstructured Data Sources.-&nbsp;AI/ML Based Sensitive Data Discovery and Classification of Unstructured Data Sources.-&nbsp; Machine Learning Based Spectrum sensingfor Secure data Transmission using Cuckoo search optimization.<br></p>
€ 96,99
Levertijd ongeveer 8 werkdagen

Rubrieken

    Personen

      Trefwoorden

        Intelligent Systems and Machine Learning