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Reverse Hypothesis Machine Learning: A Practitioner's Perspective (Intelligent Systems Reference Library)
by Parag Kulkarni
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<p>This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning.&nbsp;Knowledge- acquisition -based learning is constrained by large volumes of data and is time consuming. Hence Knowledge innovation based learning is the need of time. Since under-learning results in cognitive inabilities and over-learning compromises freedom, there is need for optimal machine learning.&nbsp;All existing learning techniques rely on mapping input and output and establishing mathematical relationships between them. Though methods change the paradigm remains the same&#x2015;the forward hypothesis machine paradigm, which tries to minimize uncertainty. The RHM, on the other hand, makes use of uncertainty for creative learning. The approach uses limited data to help identify new and surprising solutions. It focuses on improving learnability, unlike traditional approaches, which focus on accuracy. The book is useful as a reference book for machine learning researchers and professionals as well as machine intelligence enthusiasts. It can also used by practitioners to develop new machine learning&nbsp;applications to solve problems that require creativity.</p>


Details:
rank:
price: $80.78
bound:
publisher: Springer; 1st ed. 2017 edition (March 30, 2017)
lang: English
asin:
isbn: 3319553119, 978-3319553115,
weight: 15.5 ounces (
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Reverse Hypothesis Machine Learning: A Practitioner's Perspective (Intelligent Systems Reference Library) Parag Kulkarni
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Release Date: 20130807 Category: Romance Novels Tags: Reverse Download We does not reserve any rights to, nor claims copyright to, any software names listed on these pagesSince under-learning results in cognitive inabilities and over-learning compromises freedom, there is need for optimal machine learning.All existing learning techniques rely on mapping input and output and establishing mathematical relationships between themAll existing learning techniques rely on mapping input and output and establishing mathematical relationships between themSince unde COMPUTERS / General EngineeringMachine Learning: A Visual Starter Course This starter course is for anyone who is curious about machine learning but doesnt know where to beginNo Reverse I finished this book in a day and I loved it! It's an emotional roller-coaster-exactly what I wantedIn particular, it presents a robust test for modeling errors which is independent from the assumptions that a sufficiently large number of samples is available, and that the distance is the KL-dive The approach uses limited data to help identify new and surprising solutionsThe book is useful as a reference book for machine learning researchers and professionals as well as machine intelligence enthusiastsIf you've found yourself in other introductory machine learning courses and started to feel lost halfway through, this is the book for youAll references are copyright to their respective owners.Reverse Hypothesis Machine Learning: A Practitioner's Perspective (Intelligent Systems Reference Library) This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learningCite/Export Cite/Export Copy a citation APA (6th ed.) Chicago (Author-Date, 15th ed.) Harvard (18th ed.) MLA (7th ed.) Turabian (6th ed.) Export a citation Export to RefWorks Export to EndNote / Reference Manager Export to EasyBib Export to EndNote / Reference Manager(non-Latin) Cancel Note: Citations are based on reference standards

The pocket calculator analyses appears to be, particularly, appreciated, because they enabl Username Password Sign up Reset password Search Home eBooks & eLearning Music Video Magazines Software Comics Newspapers Games Graphics Girls Vinyl & HR AH News Subcategories Sorted by Platform Apple Mac OS Microsoft Windows Unix, Linux, FreeBSD etcIt also describes important applications in which theoretical results can be used efficientlyRelease Date: 20150724 Category: Computer Science Tags: Modeling Analysis Dependable Systems Probabilistic Graphical Model Perspective Detail Comment Download The action repertoire of an animal is highly dimensional, whereas the cortical sheet is two-dimensionalSince the mechanisms for integrating spiking neurons integrate to formulate cognitive functions as in the brain are little understood, studies of neuromorphic cognitive systems are urgently neededReverse Hypothesis TestingIn order to perform higher-level cognitive functions such as recognition and memory, spiking neurons with learning abilities are consistently integrated, building a system with encoding, learning and memory functionalitiesYou may send this item to up to five recipients>a schema:CreativeWork ; rdfs:label "Reverse Hypothesis Machine Learning : A Practitioner's Perspective" ; schema:description "Print version:" ; schema:isSimilarTo > ; # Reverse hypothesis machine learning : practitioner's perspective 21274 bookdigital Languages: esky Deutsch English Espaol Franais Italiano Nederlands Portugus 2)2D" m , -(A) -(S) You: Sign In Register My WorldCat My Lists My Watchlist My Reviews My Tags My Saved Searches WorldCat: Home About Help Search Legal: Copyright 2001-2017 OCLC 07f867cfac



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