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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.
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.
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.
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.
This book reports the latest results in the study of clutter
suppression and signal processing techniques and focuses on the
analysis of non-stationary characteristics of bistatic SAR clutter,
DPCA-based clutter suppression method, optimization-based clutter
suppression method, sparse recovery-based clutter suppression
method, experimental verification and many other aspects, i.e.,
including the research results of realization technology and
experimental verification. Bistatic SAR clutter suppression is the
prerequisite and key technique for realizing the detection of
moving targets on the ground/sea surface. It is also the frontier
and difficult issue of international research in the field of
radar. Researchers, engineers and graduate students in radar signal
processing can benefit from this book, who wish to learn the core
theories, methods and applications of bistatic SAR
technologies.Â
This book reports the latest results in the study of clutter
suppression and signal processing techniques and focuses on the
analysis of non-stationary characteristics of bistatic SAR clutter,
DPCA-based clutter suppression method, optimization-based clutter
suppression method, sparse recovery-based clutter suppression
method, experimental verification and many other aspects, i.e.,
including the research results of realization technology and
experimental verification. Bistatic SAR clutter suppression is the
prerequisite and key technique for realizing the detection of
moving targets on the ground/sea surface. It is also the frontier
and difficult issue of international research in the field of
radar. Researchers, engineers and graduate students in radar signal
processing can benefit from this book, who wish to learn the core
theories, methods and applications of bistatic SAR technologies.
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Advanced Computer Architecture - 13th Conference, ACA 2020, Kunming, China, August 13-15, 2020, Proceedings (Paperback, 1st ed. 2020)
Dezun Dong, Xiaoli Gong, Cunlu Li, Dongsheng Li, Junjie Wu
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R1,575
Discovery Miles 15 750
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 13th
Conference on Advanced Computer Architecture, ACA 2020, held in
Kunming, China, in August 2020. Due to the COVID-19 pandemic the
conference was held online. The 24 revised full papers presented
were carefully reviewed and selected from 105 submissions. The
papers of this volume are organized in topical sections on:
interconnection network, router and network interface architecture;
accelerator-based, application-specific and reconfigurable
architecture; processor, memory, and storage systems architecture;
model, simulation and evaluation of architecture; new trends of
technologies and applications.
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Advanced Parallel Processing Technologies - 13th International Symposium, APPT 2019, Tianjin, China, August 15-16, 2019, Proceedings (Paperback, 1st ed. 2019)
Pen-Chung Yew, Per Stenstroem, Junjie Wu, Xiaoli Gong, Tao Li
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R1,557
Discovery Miles 15 570
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 13th International
Symposium on Advanced Parallel Processing Technologies, APPT 2019,
held in Tianjin, China, in August 2019. The 11 full papers
presented in this volume were carefully reviewed and selected from
35 submissions. The papers are organized in topical sections named:
System Support for Neural Networks; Scheduling and File Systems;
Optimization and Parallelization; Security and Algorithms.
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Advanced Parallel Processing Technologies - 12th International Symposium, APPT 2017, Santiago de Compostela, Spain, August 29, 2017, Proceedings (Paperback, 1st ed. 2017)
Yong Dou, Hai-Xiang Lin, Sun Guangyu, Junjie Wu, Dora Heras, …
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R1,934
Discovery Miles 19 340
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Ships in 10 - 15 working days
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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.
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.
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.
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