Data Management, Analytics and Innovation
portes grátis
Data Management, Analytics and Innovation
Proceedings of ICDMAI 2022
Bruckstein, Alfred M.; Barara, Inderjit Singh; Goje, Amol; Mohan, C.; Goswami, Saptarsi
Springer Verlag, Singapore
09/2022
731
Dura
Inglês
9789811925993
15 a 20 dias
1399
Descrição não disponível.
Part I: Machine Learning.- Recognizing similar relationships within ontology to fine tune Ontology.- Object Detection using Peak, Balanced Division Point and Shape based Features.- End to End Agile and Automated Machine Learning Framework for Trustworthy, Reliable and Sustainable Artificial Intelligence.- Automated Structured Data Extraction from Scanned Document Images.- Effective Sentiment Analysis of Bengali Corpus by using the Machine Learning approach.- Review on Android Malware Detection System.- Hypothesis Testing of Tweet Text using NLP.- Forecasting Severe Thunderstorm by applying SVM Technique on Cloud imageries.- Breast Cancer Prediction using MachineLearning Techniques.- Ontology-Driven Scientific Literature Classification using Clustering and Self-Supervised Learning.- Modeling and forecasting Tuberculosis cases using machine learning and deep learning approaches: A Comparative Study.- Drone Integrated Detection and Rebarbative System with Variable Frequency for Agricultural Farm Invading Animals.- Support Vector Machines and Random Forest Classification models for identification of Stability in Extrusion Film Casting Process.- Predicting CO2 emissions by Vehicles using Machine Learning.- Augmented Feature Generation using Maximum Mutual Information Minimum Correlation.- Impact of Energy Sector on Climate Change in India using Forecasting Models.- Towards Efficient Edge Computing Through Adoption of Reinforcement Learning Strategies: A Review.- Thematic Classification Based On Topological Traits.- Machine Learning based Earthquake Early Warning (EEW) System: A case study of Himalayan Region.- Topic Modelling Based Semantic Search.- Machine Learning based Automated Process for Predicting the Anomaly in AIS Data.- A Hybrid Machine Learning Model for Estimation of Obesity Levels.- Part II: AI & Deep Learning.- Regulations 4.0: Digitally Transforming the Regulatory Space.- Speech To Text for Data Entry - Opportunities and Challenges.- A Gamification Architecture For Online Learning Platform using Neural Network.- Literature Review on Sign Language Generation.- Indoor Navigation Using Augmented Reality.- Foreign object detection on an assembly line.- Inverse Contexture Abstractive Term Frequency Model using Surf Scale Diffusive Neural Network for analysis of fake social content in public forum.- Literature Review on Machine Translation Systems for Sign Language Generation.- Depression Detection from Twitter Data using Two Level Multi-modal Feature Extraction.- COVID-19 Regulations Check: Social Distancing, People Counting and Mask Wear Check.- Urdu & Hindi Poetry Generation using Neural Networks.- Implementation of Open Domain Question Answering System.- Design and Implementation of Surround View Monitoring System in View of Autonomous Vehicle.- Generation of Indian Sign Language Animation from Audio and Video Content using Natural Language Processing.- Histogram Based Initial Centroids Selection for K-Means Clustering.- Siamese Network-based system for criminal identification.- Track-III: Data Storage Management & Innovation.- Organization Network Analysis for study of employee techno-social connects and effect of human behavior and organizational culture on the underlying network.- Track IV: Enabling Technologies & Applications.- Sky Computing Smart Locality Aware approach for Health Analytics.- Citation Biases: Detecting Communities from Patterns of Temporal Variation in Journal Citation Networks.- Enhancing the Performance of Multiple Wi-Fi Network.- ARCaddy: Augmented Reality App Suite for Aircraft Maintenance.- Meditation Therapy for Stress Management Using Brainwave Computing and Real Time Virtual Reality Feedback.- Real Time Carbon Emissions Calculator for Personal Computers.- Track-V: Data Science Techniques for handling Pandemic.- Navigation System for Visually Impaired People.- Design aspects of a Multi-dimensional Hybrid analytical processing system.- A data science approach to evaluate drug effectiveness:Case Study of Remdesivir for Covid-19 patients in India.- A Softcomputing Approach For Predicting And Categorising Learner's Performance Using Fuzzy Model.
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Machine Learning;Big Data Management;Data Storage, Management and Innovation;Enabling Technologies;Data Science Techniques for Handling Epidemic, Pandemic;ICDMAI 2022 Proceedings
Part I: Machine Learning.- Recognizing similar relationships within ontology to fine tune Ontology.- Object Detection using Peak, Balanced Division Point and Shape based Features.- End to End Agile and Automated Machine Learning Framework for Trustworthy, Reliable and Sustainable Artificial Intelligence.- Automated Structured Data Extraction from Scanned Document Images.- Effective Sentiment Analysis of Bengali Corpus by using the Machine Learning approach.- Review on Android Malware Detection System.- Hypothesis Testing of Tweet Text using NLP.- Forecasting Severe Thunderstorm by applying SVM Technique on Cloud imageries.- Breast Cancer Prediction using MachineLearning Techniques.- Ontology-Driven Scientific Literature Classification using Clustering and Self-Supervised Learning.- Modeling and forecasting Tuberculosis cases using machine learning and deep learning approaches: A Comparative Study.- Drone Integrated Detection and Rebarbative System with Variable Frequency for Agricultural Farm Invading Animals.- Support Vector Machines and Random Forest Classification models for identification of Stability in Extrusion Film Casting Process.- Predicting CO2 emissions by Vehicles using Machine Learning.- Augmented Feature Generation using Maximum Mutual Information Minimum Correlation.- Impact of Energy Sector on Climate Change in India using Forecasting Models.- Towards Efficient Edge Computing Through Adoption of Reinforcement Learning Strategies: A Review.- Thematic Classification Based On Topological Traits.- Machine Learning based Earthquake Early Warning (EEW) System: A case study of Himalayan Region.- Topic Modelling Based Semantic Search.- Machine Learning based Automated Process for Predicting the Anomaly in AIS Data.- A Hybrid Machine Learning Model for Estimation of Obesity Levels.- Part II: AI & Deep Learning.- Regulations 4.0: Digitally Transforming the Regulatory Space.- Speech To Text for Data Entry - Opportunities and Challenges.- A Gamification Architecture For Online Learning Platform using Neural Network.- Literature Review on Sign Language Generation.- Indoor Navigation Using Augmented Reality.- Foreign object detection on an assembly line.- Inverse Contexture Abstractive Term Frequency Model using Surf Scale Diffusive Neural Network for analysis of fake social content in public forum.- Literature Review on Machine Translation Systems for Sign Language Generation.- Depression Detection from Twitter Data using Two Level Multi-modal Feature Extraction.- COVID-19 Regulations Check: Social Distancing, People Counting and Mask Wear Check.- Urdu & Hindi Poetry Generation using Neural Networks.- Implementation of Open Domain Question Answering System.- Design and Implementation of Surround View Monitoring System in View of Autonomous Vehicle.- Generation of Indian Sign Language Animation from Audio and Video Content using Natural Language Processing.- Histogram Based Initial Centroids Selection for K-Means Clustering.- Siamese Network-based system for criminal identification.- Track-III: Data Storage Management & Innovation.- Organization Network Analysis for study of employee techno-social connects and effect of human behavior and organizational culture on the underlying network.- Track IV: Enabling Technologies & Applications.- Sky Computing Smart Locality Aware approach for Health Analytics.- Citation Biases: Detecting Communities from Patterns of Temporal Variation in Journal Citation Networks.- Enhancing the Performance of Multiple Wi-Fi Network.- ARCaddy: Augmented Reality App Suite for Aircraft Maintenance.- Meditation Therapy for Stress Management Using Brainwave Computing and Real Time Virtual Reality Feedback.- Real Time Carbon Emissions Calculator for Personal Computers.- Track-V: Data Science Techniques for handling Pandemic.- Navigation System for Visually Impaired People.- Design aspects of a Multi-dimensional Hybrid analytical processing system.- A data science approach to evaluate drug effectiveness:Case Study of Remdesivir for Covid-19 patients in India.- A Softcomputing Approach For Predicting And Categorising Learner's Performance Using Fuzzy Model.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
