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 |  |  Intelligent Complex Adaptive Systems
I don’t believe in the existence of a complex systems theory as such and, so
far, I’m still referring to complex systems science (CSS) in order to describe
my research endeavours. In my view, the latter is constituted, up until now,
by a bundle of loosely connected methods and theories aiming to observe—
from... |  |  Bacterial Genomes and Infectious Diseases
The first bacterial genome, Haemophilus influenzae, was completely sequenced,
annotated, and published in 1995. Today, more than 200 prokaryotic (archaeal and
bacterial) genomes have been completed and over 500 prokaryotic genomes are in various
stages of completion. Seventeen eukaryotic genomes plus four eukaryotic chromosomes... |
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 Principles of Data Mining (Undergraduate Topics in Computer Science)
Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas.
Principles of Data Mining explains and explores the principal techniques of Data Mining: for classification, association rule mining and clustering. Each... |  |  Ensemble Machine Learning: Methods and Applications
It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed “ensemble learning” by researchers in computational intelligence and machine learning, it is known to improve a decision system’s robustness and accuracy. Now, fresh... |  |  High-Performance Computing Using FPGAs
High-Performance Computing using FPGA covers the area of high performance reconfigurable computing (HPRC). This book provides an overview of architectures, tools and applications for High-Performance Reconfigurable Computing (HPRC). FPGAs offer very high I/O bandwidth and fine-grained, custom and flexible parallelism and with the... |
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 Mathematical Foundations of Computer Science 2013: 38th International Symposium, MFCS 2013, Klosterneuburg, Austria, August 26-30, 2013, Proceedings
This book constitutes the thoroughly refereed conference proceedings of the 38th International Symposium on Mathematical Foundations of Computer Science, MFCS 2013, held in Klosterneuburg, Austria, in August 2013. The 67 revised full papers presented together with six invited talks were carefully selected from 191 submissions. Topics covered... |  |  |  |  |
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