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Advances in K-means clustering : a data mining thinking : doctoral thesis accepted by Tsinghua University, China, with substantial expansions
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ISBN: 3642447570 3642298060 9786613798756 3642298079 1282056808 Year: 2012 Publisher: Heidelberg [Germany] : Springer,

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Nearly everyone knows K-means algorithm in the fields of data mining and business intelligence. But the ever-emerging data with extremely complicated characteristics bring new challenges to this "old" algorithm. This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only enriches the clustering and optimization theories, but also provides good guidance for the practical use of K-means, especially for important tasks such as network intrusion detection and credit fraud prediction. The thesis on which this book is based has won the "2010 National Excellent Doctoral Dissertation Award", the highest honor for not more than 100 PhD theses per year in China.


Book
Advanced Computer Architecture : 11th Conference, ACA 2016, Weihai, China, August 22-23, 2016, Proceedings
Authors: ---
ISBN: 9811022089 9811022097 Year: 2016 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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This book constitutes the refereed proceedings of the 11th Annual Conference on Advanced Computer Architecture, ACA 2016, held in Weihai, China, in August 2016. The 17 revised full papers presented were carefully reviewed and selected from 89 submissions. The papers address issues such as processors and circuits; high performance computing; GPUs and accelerators; cloud and data centers; energy and reliability; intelligence computing and mobile computing.


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Advanced Computer Architecture : 12th Conference, ACA 2018, Yingkou, China, August 10-11, 2018, Proceedings
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ISBN: 9811324220 9811324239 Year: 2018 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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This book constitutes the refereed proceedings of the 12th Annual Conference on Advanced Computer Architecture, ACA 2018, held in Yingkou, China, in August 2018. The 17 revised full papers presented were carefully reviewed and selected from 80 submissions. The papers of this volume are organized in topical sections on: accelerators; new design explorations; towards efficient ML/AI; parallel computing system.


Book
The Oxford handbook of land economics
Authors: ---
ISBN: 9780199393497 9780199983995 0199393494 1306823242 9781306823241 0199983992 9780199763740 0199763747 Year: 2013 Publisher: New York: Oxford university press,

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"What do economists know about land--and how they know? The Oxford Handbook of Land Economics describes the latest developments in the fields of economics that examine land, including natural resource economics, environmental economics, regional science, and urban economics. The handbook argues, first, that land is a theme that integrates these fields and second, that productive integration increasingly occurs not just within economics but also across disciplines. Greater recognition and integration stimulates cross-fertilization among the fields of land economics research. By providing a comprehensive survey of land-related work in several economics fields, this handbook provides the basic tools needed for economists to redefine the scope and focus of their work to better incorporate the contemporary thinking from other fields and to push out the frontiers of land economics. The first section presents recent advances in the analysis of major drivers of land use change, focusing on economic development and various land-use markets. The second section presents economic research on the environmental and socio-economic impacts of land use and land use change. The third section addresses six cutting-edge approaches for land economics research, including spatial econometric, simulation, and experimental methods. The section also includes a synthetic chapter critically reviewing methodological advances. The fourth section covers policy issues. Four chapters disentangle the economics of land conservation and preservation, while three chapters examine the economic analysis of the legal institutions of land use. These chapters focus on law and economic problems of permissible government control of land in the U.S. context"--Provided by publisher.


Book
Advances in K-means Clustering : A Data Mining Thinking
Authors: ---
ISBN: 9783642298073 Year: 2012 Publisher: Berlin Heidelberg Springer Berlin Heidelberg Imprint Springer

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Abstract

Nearly everyone knows K-means algorithm in the fields of data mining and business intelligence. But the ever-emerging data with extremely complicated characteristics bring new challenges to this "old" algorithm. This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only enriches the clustering and optimization theories, but also provides good guidance for the practical use of K-means, especially for important tasks such as network intrusion detection and credit fraud prediction. The thesis on which this book is based has won the "2010 National Excellent Doctoral Dissertation Award", the highest honor for not more than 100 PhD theses per year in China.


Book
Language learning with technology : perspectives from Asia
Authors: ---
ISBN: 9811626979 9811626960 Year: 2021 Publisher: Singapore : Springer,

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Keywords

Ensenyament de la llengua --- Llenguatge i llengües --- Innovacions tecnològiques --- Àsia --- Canvi tecnològic --- Canvis tecnològics --- Innovacions industrials --- Innovacions tècniques --- Noves tecnologies --- Progrès tecnològic --- Invents --- Gestió de la innovació --- Innovacions agrícoles --- Efecte de les innovacions tecnològiques sobre el personal --- Gestió de la tecnologia --- Maquinària en la indústria --- Recerca industrial --- Transferència de tecnologia --- Llengües --- Llengües i llenguatge --- Antropologia --- Filologia --- Comunicació escrita --- Conversa --- Elocució --- Escriptura --- Espai i temps en el llenguatge --- Lingüística --- Llengua d'ensenyament --- Llengua materna --- Llenguatge de les flors --- Llenguatge de signes --- Llenguatge infantil --- Llengües indígenes d'Amèrica --- Llengües modernes --- Multilingüisme --- Oratòria --- Sociolingüística --- Traducció --- Veu --- Comunicació --- Didàctica de la llengua --- Gramàtica --- Llenguatge a Internet --- Origen del llenguatge --- Ensenyament --- Ensenyament de llengües estrangeres --- Estats i territoris --- Euràsia --- Àsia central --- Eufrates (Àsia : Curs d'aigua) --- Eufrates (Àsia : Vall) --- Himàlaia (Àsia : Serralada) --- Jònia (Regió) --- Orient --- Tigris (Àsia : Curs d'aigua) --- Language and languages --- Study and teaching --- Foreign languages --- Languages --- Anthropology --- Communication --- Ethnology --- Information theory --- Meaning (Psychology) --- Philology --- Linguistics --- Jònia (Turquia i Grècia)


Multi
Language learning with technology : perspectives from Asia
Authors: ---
ISBN: 9789811626975 9789811626982 9789811626999 9789811626968 9811626979 Year: 2021 Publisher: Singapore : Springer Nature Singapore Pte Ltd,

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This book is about language learning with technology, offering readers theoretical insights as well as practical case studies with a focus on Asia and Asian students. Although technology is rapidly advancing and most, if not all, students are already using technology in their everyday lives, traditional teaching/learning practices still exist throughout Asia. This book provides examples, written by representative educators, from a variety of countries/regions and contexts where technology has successfully been used to enhance language learning. In addition to some everyday examples of using technology: Wikipedia, PowerPoint, Google Docs and YouTube, the book also offers the readers an insight into the future possible uses of advanced technology: Augmented Reality, Virtual Reality, Artificial Intelligence and Eye Tracking. The book presents illustrations of how teachers can, and perhaps should, be open to integrating some form of technology into in-class learning or using it to supplement out-of-class activities. .


Book
Advanced Computer Architecture : 10th Annual Conference, ACA 2014, Shenyang, China, August 23-24, 2014. Proceedings
Authors: --- ---
ISBN: 3662444909 3662444917 Year: 2014 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the 10th Annual Conference on Advanced Computer Architecture, ACA 2014, held in Shenyang, China, in August 2014. The 19 revised full papers presented were carefully reviewed and selected from 115 submissions. The papers are organized in topical sections on processors and circuits; high performance computing; GPUs and accelerators; cloud and data centers; energy and reliability; intelligence computing and mobile computing.


Book
Language Learning with Technology
Authors: --- ---
ISBN: 9789811626975 9789811626982 9789811626999 9789811626968 Year: 2021 Publisher: Singapore Springer Singapore :Imprint: Springer

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Book
Advanced Parallel Processing Technologies : 12th International Symposium, APPT 2017, Santiago de Compostela, Spain, August 29, 2017, Proceedings
Authors: --- --- --- --- --- et al.
ISBN: 331967952X 3319679511 Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book constitutes the proceedings of the 12th International Symposium on Advanced Parallel Processing Technologies, APPT 2017, held in Santiago de Compostela, Spain, in August 2017. The 11 regular papers presented in this volume were carefully reviewed and selected from 18 submissions. They deal with the recent advances in big data processing; parallel architectures and systems; parallel software; parallel algorithms and artificial intelligence applications; and distributed and cloud computing.

Keywords

Computer science. --- Microprocessors. --- Computer communication systems. --- Software engineering. --- Programming languages (Electronic computers). --- Operating systems (Computers). --- Algorithms. --- Computer Science. --- Software Engineering. --- Algorithm Analysis and Problem Complexity. --- Computer Communication Networks. --- Operating Systems. --- Programming Languages, Compilers, Interpreters. --- Processor Architectures. --- Algorism --- Computer operating systems --- Computers --- Disk operating systems --- Computer languages --- Computer program languages --- Computer programming languages --- Machine language --- Computer software engineering --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Informatics --- Operating systems --- Algebra --- Arithmetic --- Systems software --- Electronic data processing --- Languages, Artificial --- Engineering --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Minicomputers --- Science --- Foundations --- Distributed processing --- Computer software. --- Software, Computer --- Computer systems --- Parallel processing (Electronic computers) --- Computer networks. --- Compilers (Computer programs). --- Computer architecture. --- Compilers and Interpreters. --- Architecture, Computer --- Compiling programs (Computer programs) --- Computer programs --- Programming software

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