图书简介
This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming.
Detection of Parkinsons disease using machine learning.- East Meets West: Sentiment Analysis for Election Prediction.- Performance of Machine Learning Algorithms to Predict Right Mutual Funds of Indian Companies.- Stock Market Prediction by Incorporating News Sentiments Using Bert.- Natural selection based recommendation system for personalization of point of interests using Linguistic techniques.- Deep Learning Techniques for COVID-19 Pandemic: - Application of Transfer Learning in Deep Networks.- Comparison of Various Segmentation Techniques in Diabetic Retinopathy-A Review.- Review on insight into elliptic curve cryptography.- Design and implementation of identifying points on elliptic curve efficiently using Java.- Multilingual Information Retrieval Chatbot.- Using Telematics Data For Traffic And Road Mishaps Prediction And Analysis Of Driver Behavior.- Prediction of Diabetes using various Feature Selection and Machine Learning Paradigms.- Study and Survey of Depression Analysis and Prediction in Perspective of Machine Learning Approach.- Matching Pattern in DNA Sequences Using Machine Learning Approach Based on K-Mer Function.- Prediction of Movie Genres Based on its Synopsis and Title Using BiLSTM.- Blockchain based cryptocurrencies’ fundamental and its comparison.- Hierarchical Deep Learning Network based Framework for Disaster Event Detection.- Agronomy prediction by stream fractal clustering on geo map in real-time.- Isolated Microgrid Combined Economic Emission Dispatch Using Jellyfish Search Optimizer.- Analysis of Multiple Component Based CNN for Similar Citrus Species Classification.- Facial Recognition using Image Encoding (Alternate method).- An Innovative Rapid Cursor Control System using Eye Movement for a Physically Challenged Person.- Stroke Awareness ChatBot Assistant with Stroke Risk Prediction using Demographic Data.- Object Detection Using SSD MobileNet on Indian Dataset.- Machine Learning Algorithms for DDOS Attack Detection in Cybersecurity.- Signature Extraction from Bilingual Document Images Using Blobs Method.- A Review of Routing Algorithms in Internet of Things.- Early Identification of Rumors in social media: A Survey.- Music Recommendation System using Speech-Based Emotion Recognition.- Safety and Prevention Measure to Reduce the Spread of Corona Virus at Places of Mass Human Navigation-A precautious way to Protect from Covid-19.- Contaminant sole disinfectant – A methodical approach to reduce the spread of COVID.- Effective Monitoring of Onion Production Stored in Ware House to Reduce the Commercial Commodity Wastage and Improve Reutilization.- Covid-19 Tracker App Using Android Based Application Program to track the Covid-19 cases all over the countries.- Self defence system for Women Safety with Location Tracking and SMS alerting through GPS
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