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Books > Computing & IT > Computer software packages > Other software packages
Computational Methods in Drug Discovery and Repurposing for Cancer
Therapy provides knowledge about ongoing research and computational
approaches for drug discovery and repurposing for cancer therapy.
The book provides detailed descriptions about target molecules and
pathways and their inhibitors for easy understanding and
applicability. Users will find discussions on tools and techniques
such as integrated bioinformatics approaches, systems biology
tools, molecular docking, computational chemistry, artificial
intelligence, machine learning, structure-based virtual screening,
biomarkers and transcriptome which are discussed in the context of
different cancer types, such as colon, glioblastoma, endometrial
and retinoblastoma, amongst others. This book will be a valuable
resource for researchers, students and member of the biomedical and
medical fields who want to learn more about the use of
computational modeling to better tailor treatments for cancer
patients.
Biostatistics Manual for Health Research: A Practical Guide to Data
Analysis is a guide for researchers on how to apply biostatistics
on different types of data. The book approaches biostatistics and
its application from medical and health researcher's point-of-view
and has real and mostly published data for practice and
understanding. The interpretation and meaning of the statistical
results, reporting guidelines and mistakes are taught with real
world examples. This is a valuable resource for biostaticians,
students and researchers from medical and biomedical fields who
need to learn how to apply statistical approaches to improve their
research.
The significance of big data can be observed in any decision-making
process as it is often used for forecasting and predictive
analytics. Additionally, big data can be used to build a holistic
view of an enterprise through a collection and analysis of large
data sets retrospectively. As the data deluge deepens, new methods
for analyzing, comprehending, and making use of big data become
necessary. Enterprise Big Data Engineering, Analytics, and
Management presents novel methodologies and practical approaches to
engineering, managing, and analyzing large-scale data sets with a
focus on enterprise applications and implementation. Featuring
essential big data concepts including data mining, artificial
intelligence, and information extraction, this publication provides
a platform for retargeting the current research available in the
field. Data analysts, IT professionals, researchers, and
graduate-level students will find the timely research presented in
this publication essential to furthering their knowledge in the
field.
Aircraft maintenance, repair and overhaul (MRO) requires unique
information technology to meet the challenges set by today's
aviation industry. How do IT services relate to aircraft MRO, and
how may IT be leveraged in the future? Leveraging Information
Technology for Optimal Aircraft Maintenance, Repair and Overhaul
(MRO) responds to these questions, and describes the background of
current trends in the industry, where airlines are tending to
retain aircraft longer on the one hand, and rapidly introducing new
genres of aircraft such as the A380 and B787, on the other. This
book provides industry professionals and students of aviation MRO
with the necessary principles, approaches and tools to respond
effectively and efficiently to the constant development of new
technologies, both in general and within the aviation MRO
profession. This book is designed as a primer on IT services for
aircraft engineering professionals and a handbook for IT
professionals servicing this niche industry, highlighting the
unique information requirements for aviation MRO and delving into
detailed aspects of information needs from within the industry.
Repetitive Project Scheduling: Theory and Methods is the first book
to comprehensively, and systematically, review new methods for
scheduling repetitive projects that have been developed in response
to the weaknesses of the most popular method for project
scheduling, the Critical Path Method (CPM). As projects with
significant levels of repetitive scheduling are common in
construction and engineering, especially construction of buildings
with multiple stories, highways, tunnels, pipelines, power
distribution networks, and so on, the book fills a much needed gap,
introducing the main repetitive project scheduling methods, both
comprehensively and systematically. Users will find valuable
information on core methodologies, including how to identify the
controlling path and controlling segment, how to convert RSM to a
network model, and examples based on practical scheduling problems.
Project management (PM), as a discipline, has been undergoing an
incremental inclusion of theories, techniques, and processes from
fields related to organizational behavior. Parallel to this has
been the dominance of Information Technology (IT) projects within
the field of Project Management. Information Technology as a
Facilitator of Social Processes in Project Management and
Collaborative Work provides emerging research that bridges the gap
between IT and project management. While highlighting the
importance of Information Technology and the social process of
work, the readers will learn how project management applies
techniques to achieve objectives through IT projects. This book is
an important resource for project managers, executives, IT
managers, consultants, students, and educators.
This book presents a general method for deriving higher-order
statistics of multivariate distributions with simple algorithms
that allow for actual calculations. Multivariate nonlinear
statistical models require the study of higher-order moments and
cumulants. The main tool used for the definitions is the tensor
derivative, leading to several useful expressions concerning
Hermite polynomials, moments, cumulants, skewness, and kurtosis. A
general test of multivariate skewness and kurtosis is obtained from
this treatment. Exercises are provided for each chapter to help the
readers understand the methods. Lastly, the book includes a
comprehensive list of references, equipping readers to explore
further on their own.
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