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Machine Learning for Econometr...Machine Learning for Econometrics is a book for economists seeking to grasp mo... Machine Learning for Econometrics is a book for economists seeking to grasp modern machine learning techniques - from their predictive performance to the revolutionary handling of unstructured data - in order to establish causal relationships from... more
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Machine Learning With Python :...Machine learning is rapidly changing the world from diverse types of applicati... Machine learning is rapidly changing the world from diverse types of applications and research pursued in industry and academia. Machine learning is affecting every part of your daily life. From voice assistants using NLP and machine learning to... more
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Studies in Computational Intel...This book discusses various machine learning applications and models developed... This book discusses various machine learning applications and models developed using heterogeneous data which helps in a comprehensive prediction optimization association analysis cluster analysis and classification-related applications for various... more
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Premier Reference Source: Mach...The reduction of machine learning algorithms to commonsense reasoning processe... The reduction of machine learning algorithms to commonsense reasoning processes is now possible due to the reformulation of machine learning problems as searching the best approximation of a given classification on a given set of examples. Machine... more
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Advances of Machine Learning f...The book explores the application of cutting-edge machine learning and deep le... The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR). With the aim of improving patient health management this book explains the structure of EHR consisting of... more
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Data Mining and Machine Learni...With the rapid advancement of information discovery techniques machine learnin... With the rapid advancement of information discovery techniques machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences workshops and journals focus on the fragmented research topics in this... more
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Chapman & Hall/CRC Machine Lea...Ensemble methods that train multiple learners and then combine them to use wit... Ensemble methods that train multiple learners and then combine them to use with \textit{Boosting} and \textit{Bagging} as representatives are well-known machine learning approaches. An ensemble is significantly more accurate than a single learner... more
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Controlling Epidemics With Mat...Communicable diseases have been an important part of human history. Epidemics ... Communicable diseases have been an important part of human history. Epidemics afflicted populations causing many deaths before gradually fading away and emerging again years after. Epidemics of infectious diseases are occurring more often and... more
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Studies in Computational Intel...Statistical and Fuzzy Approaches to Data Processing with Applications to Econo... Statistical and Fuzzy Approaches to Data Processing with Applications to Econometrics and Other Areas: In Honor of Hung T. Nguyen s 75th Birthday more
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The AI Revolution: Understandi...The AI revolution is transforming industries by enabling machines to learn fro... The AI revolution is transforming industries by enabling machines to learn from data and make intelligent decisions. Machine Learning (ML) is a subset of AI that allows computers to recognize patterns and improve performance without explicit... more
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Physical and Virtual Learning ...Higher education is facing a renaissance in terms of its approaches to teachin... Higher education is facing a renaissance in terms of its approaches to teaching and learning and the use of physical and virtual spaces. Physical and Virtual Learning Spaces in Higher Education: Concepts for the Modern Learning Environment documents... more
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Data Science Essentials with R...DESCRIPTION This book teaches you to draw insights from your data. In today s ... DESCRIPTION This book teaches you to draw insights from your data. In today s data-driven business landscape making informed decisions requires effective data analysis. This book guides you through the steps to import structure and visualize your... more
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Machine Learning on Geographic...Get up and running with the basics of geographic information systems (GIS) geo... Get up and running with the basics of geographic information systems (GIS) geospatial analysis and machine learning on spatial data in Python. This book starts with an introduction to geodata and covers topics such as GIS and common tools standard... more
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Communications in Computer and...This book constitutes the refereed proceedings of the First International Conf... This book constitutes the refereed proceedings of the First International Conference on Advances in Artificial Intelligence & Machine Learning in Big Data Processing AAIMB 2023 held in Chennai India during August 17-18 2023. The 51 full papers... more
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Special Issues of Artificial I...Having played a central role at the inception of artificial intelligence resea... Having played a central role at the inception of artificial intelligence research machine learning has recently reemerged as a major area of study at the very core of the subject. Solid theoretical foundations are being constructed. Machine learning... more
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