Tag: Classification

Free Download Train Classification & Object Detection Models for Flutter
Published 10/2023
Created by Hamza Asif
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 64 Lectures ( 4h 46m ) | Size: 3.46 GB

Free Download Energy Storage Systems: Fundamentals, Classification and a Technical Comparative by José Manuel Andújar Márquez , Francisca Segura Manzano , Jesús Rey Luengo
English | PDF EPUB (True) | 2023 | 125 Pages | ISBN : 3031384199 | 25.1 MB
This book examines different energy storage technologies, empowering the reader to make informed decisions on which system is best suited for their specific needs.

Free Download Classification, Clustering, and Data Analysis: Recent Advances and Applications by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock
English | PDF (True) | 2002 | 468 Pages | ISBN : 354043691X | 42.5 MB
The present volume contains a selection of papers presented at the Eighth Conference of the International Federation of Classification Societies (IFCS) which was held in Cracow, Poland, July 16-19, 2002. All originally submitted papers were subject to a reviewing process by two independent referees, a procedure which resulted in the selection of the 53 articles presented in this volume. These articles relate to theoretical investigations as well as to practical applications and cover a wide range of topics in the broad domain of classifi cation, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially over lapping) groups, we find in particular the following areas: * Clustering * Cluster validation * Discrimination * Multivariate data analysis * Statistical methods * Symbolic data analysis * Consensus trees and phylogeny * Regression trees * Neural networks and genetic algorithms * Applications in economics, medicine, biology, and psychology. Given the international orientation of IFCS conferences and the leading role of IFCS in the scientific world of classification, clustering and data anal ysis, this volume collects a representative selection of current research and modern applications in this field and serves as an up-to-date information source for statisticians, data analysts, data mining specialists and computer scientists.

Free Download Binary Classification & Explainability for Data Science!
Published 8/2023
Created by Kayla Every
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 11 Lectures ( 46m ) | Size: 574 MB

Free Download WHO Classification of Tumours Editorial Board, "Female Genital Tumours: WHO Classification of Tumours"
English | 2020 | pages: 623 | ISBN: 9283245040 | PDF | 709,6 mb
****When not purchasing directly from the official sales agents of the WHO, especially at online bookshops, please note that there have been issues with counterfeited copies. Buy only from known sellers and if there are quality issues, please contact the seller for a refund.*****

Free Download DATA SCIENCE WORKSHOP: Parkinson Classification and Prediction Using Machine Learning
and Deep Learning with Python GUI
English | 2023 | ASIN : B09MF1J9LT | 623 Pages | EPUB | 20 MB

Free Download Classification Functions for Machine Learning and Data Mining
English | 2023 | ISBN: 3031353463 | 215 Pages | PDF EPUB (True) | 10 MB
This book introduces a novel perspective on machine learning, offering distinct advantages over neural network-based techniques. This approach boasts a reduced hardware requirement, lower power consumption, and enhanced interpretability. The applications of this approach encompass high-speed classifications, including packet classification, network intrusion detection, and exotic particle detection in high-energy physics. Moreover, it finds utility in medical diagnosis scenarios characterized by small training sets and imbalanced data. The resulting rule generated by this method can be implemented either in software or hardware. In the case of hardware implementation, circuit design can employ look-up tables (memory), rather than threshold gates.

Free Download International Classification of Sleep Disorders – Third Edition (ICSD-3) By Michael Sateia, MD
2014 | 383 Pages | ISBN: 0991543416 | PDF | 3 MB
The recently released third edition of the International Classification of Sleep Disorders (ICSD) is a fully revised version of the American Academy of Sleep Medicine’s manual of sleep disorders nosology, published in cooperation with international sleep societies. It is the key reference work for the diagnosis of sleep disorders. The ICSD-3 is built on the same basic outline as the ICSD-2, identifying seven major categories that include insomnia disorders, sleep-related breathing disorders, central disorders of hypersomnolence, circadian rhythm sleep-wake disorders, sleep-related movement disorders, parasomnias, and other sleep disorders. Significant modifications have been made to the nosology of insomnia, narcolepsy, and parasomnias. Major features and changes of the manual are reviewed in this article. The rationales for these changes are also discussed.

Free Download Mastering Classification Algorithms for Machine Learning
by Majumdar, Partha;
English | 2023 | ISBN: 935551851X | 380 pages | Retail PDF | 18.84 MB

Free Download Classification of Musical Objects for Analysis and Composition
English | 2023 | ISBN: 303130182X | 156 Pages | PDF (True) | 6 MB
This book presents and discusses the fundamental topic of classification of musical objects, such as chords, motifs, and gestures. Their classification deals with the exhibition of isomorphism classes. Our structure types include local and global constructions, the latter being similar to global structures in geometry, such as differentiable manifolds.