Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science)

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There is a broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data pre-processing is an essential step in the knowledge discovery process for real-world applications. This book compiles contributions from many leading and active researchers in this growing field and paints a picture of the state-of-the-art techniques that can boost the capabilities of many existing data mining tools.
The objective of this collection is to increase the awareness of the data mining community about research into feature extraction, construction and selection, which are currently conducted mainly in isolation. This book is part of an endeavor to produce a contemporary overview of modern solutions, to create synergy among these seemingly different branches, and to pave the way for developing meta-systems and novel approaches.
The book can be used by researchers and graduate students in machine learning, data mining, and knowledge discovery, who wish to understand techniques of feature extraction, construction and selection for data pre-processing and to solve large size, real-world problems. The book can also serve as a reference work for those who are conducting research into feature extraction, construction and selection, and are ready to meet the exciting challenges ahead of us.

Feature Extraction, Construction and Selection: A Data Mining Perspective (The Springer International Series in Engineering and Computer Science) Review

Wasn't what I was hoping for, which doesn't mean it's not what the authors intended.

I was looking for a book on identifying and extracting features, this is more what I would call "reducing features".

One of the hardest problems in dealing with data is IDENTIFYING the features used to describe the data set, and determining how to model them and use them, as well as figuring out if you need to use additional sources of data to make the features work.

This book is purely about mathematically producing new features from _already_ identified features. I.e. the hard part is done, now how can we make it more efficient/effective?

For what it is, it's the only book I see, so you might want to pick it up. But I suggest spending some time on 'search inside this book' to see if it meets your needs.

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Film and Television Collections in Europe - the MAP-TV Guide

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The MAP-TV Guide to film and television collections in Europe provides detailed information on almost 2,000 sources and archives of film and television in over forty European countries. This authoritative volume includes: the title listing of each collection both in English and the local language; research information; a subject and keyword index; an introduction to the collections in each country. This work will be of importance to all film researchers, production companies, film makers, archivists and reference librarians.

Film and Television Collections in Europe - the MAP-TV Guide Review

The copy I bought was used (from 1995) and so is outdated in some respects. But still, this is an interesting and comprehensive guide to the major European film and TV collections. Just looking through it is thought-provoking with regard to what content is out there that you may not have thought about before.

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Financial Crises: Socio-Economic Causes and Institutional Context (Routledge Studies in the Modern World Economy)

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This study explores the major patterns of change in the evolution of financial crises as enduring phenomena and analyzes the paradoxical position that crises are at once similar to and different from each other. Brenda Spotton-Visano examines economic, psychological and social elements intrinsic to the process of capitalist accumulation and innovation to explain the enduring similarities of crises across historical episodes. She also assesses the impact that changing financial and economic structures have on determining the specific nature of crises and the differential effect these have in focal point, manner and extent of transmission to other, otherwise unrelated, parts of the economy.

Financial Crises offers a consistent method for interpreting variations in financial crises through time and allows for a better overall appreciation for both the transitory fragility and enduring flexibility of financial capitalism and the potential vulnerability created by on-going financial development. Topical and informative, this key book � is of keen interest to all those studying and researching international economics and political economy.

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Financial Crises: Socio-Economic Causes and Institutional Context (Routledge Studies in the Modern World Economy) Review

I was incredibly impressed by the manner in which she pieces together her thesis. I'm not sure that I fully agree with her focus on behavioral aspects of crisis. I use to feel that was the case, but now I think it's actually something slightly different. Aside from being early (published 2006), she is a female voice in a chorus of males; and for that, I have great respect.

If I could give it 6 stars I would. She does a fabulous job of articulating the role of financial innovation. I will absolutely be using this book in my thesis for that reason. I adore that she clearly sees the problems of crisis to be a function of financial linkage and points straight to Minksy (who oddly has gone unmentioned in the current crisis).

The first thing that will most likely make my paper is on pg. 110. After an incredibly interesting discussion about the consolidation of financial players and their massively increased breadth, she revisits the entire argument in this pretty solid conclusion:

"The characteristic of the crisis will vary, however, depending on the state of economic and financial development. A financial market collapse that hits an economy in the early stages of development will be less severe than one that hits the financial institutions if the functional importance of the market for the economy is relatively small....In advanced economies, with well-developed financial markets providing an alternative mechanism for the management of liquidity and transfer of funds to finance commercial and investment activity, the potential for a market collapse that interferes with the economy's allocation mechanisms becomes greater. Finally, over time as the financial system becoms more integrated with the economy and the economy becomes more interconnected through and by the linkages afforded by the financial networks, we might expect the threat of crises to become more general and widespread and less specific or concentrated in a given area of economic activity in the absence of containment policies such as last -resort lending."

I love it. The implications of this really show in the current environment and show you which of the talking heads have a clue.

The next paragraph, P. 111 is also amazing. After a fantastic chapter where the argument moves from financial innovation to dis-intermediation of capital to credit growth, she concludes:

"The loss of important qualitative information about the management operations and the like could be recouped by the owners of capital were they so included, but the costs of doing so outweigh the costs of simply extracting oneself if the promise of advance fails to be realized. From the perspective of the individual, ignoring the business specific, qualitative information is efficient despite the ignorance being inefficient for the economy as a whole. By introducing deposit banks, some of the sources of qualitative information could be accessed, but the traditional maturity mismatch in bank portfolios combined with the unique characteristics of the bank's liabilities means that the financial system becomes that much more dependent on the state of confidence."

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Fire Engineering and Emergency Planning: Research and applications

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Protection against fire and prevention of explosion is vital in a modern industrial economy. This published proceedings of the First European Conference on Fire Engineering and Emergency Planning provides an authoritative base of materials covering the latest research, applications and hypotheses as a cumulative reference work and a platform for exchanges of ideas within the academic fire community.

Fire Engineering and Emergency Planning: Research and applications Review

This is very interesting book.And i have never interested before.

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Fire Safety Science

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This book provides an essential reference on the current state of the art in this field covering topics as diverse as physics, chemistry, toxicology and human behaviour. It contains nearly one hundred scientific papers on all aspects of the subject. Many papers are included which illustrate the current state of development in the mathematical modelling of fire phenomena using computing.

Fire Safety Science Review

This book contains a variety of chapters written by authors with special expertise in the fundamentals of fire science. This is a unique collection of information that is presented in a tutorial format.

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Foundations of Web Technology (The Springer International Series in Engineering and Computer Science)

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Foundations of Web Technology covers the basics of Web technology while being specialized enough to add value to experienced professionals working in this field. Most books on the Web focus on programmatic aspects of languages such as Java, JavaScript, or description of standards such as Hypertext Markup Language (HTML) or Wireless Markup Language (WML). A book that covers the concepts behind the infrastructure of the Web would be indispensable to a wide range of audiences interested in learning how the Web works, how techniques in Web technology can be applied to their own problem, and what the emergent technological trends in these areas are.

Foundations of Web Technology (The Springer International Series in Engineering and Computer Science) Review

Long overdue book that covers the technology foundations behind the web as we know it. Great academic book and an even better reference for practicing professionals. Particularly strong in connecting theoretical foundations and the real-world web.
Great job!

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