Download Data Integration in the Life Sciences: 10th International by Helena Galhardas, Erhard Rahm PDF

By Helena Galhardas, Erhard Rahm

This e-book constitutes the refereed lawsuits of the tenth foreign convention on facts Integration within the existence Sciences, DILS 2014, held in Lisbon, Portugal, in July 2014. The nine revised complete papers and the five brief papers integrated during this quantity have been conscientiously reviewed and chosen from 20 submissions. The papers conceal a variety of very important themes akin to information integration structures and purposes; biodiversity information administration; ontologies and visualization; associated information and question processing.

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Download Mining User Generated Content (Social Media and Social by Marie-Francine Moens PDF

By Marie-Francine Moens

Originating from fb, LinkedIn, Twitter, Instagram, YouTube, and plenty of different networking websites, the social media shared through clients and the linked metadata are jointly referred to as consumer generated content material (UGC). to investigate UGC and glean perception approximately consumer habit, strong recommendations are had to take on the massive quantity of real-time, multimedia, and multilingual info. Researchers also needs to understand how to evaluate the social facets of UGC, resembling person family and influential users.

Mining consumer Generated content material is the 1st targeted attempt to collect cutting-edge learn and handle destiny instructions of UGC. It explains easy methods to acquire, index, and examine UGC to discover social traits and consumer habits.

Divided into 4 components, the publication specializes in the mining and purposes of UGC. the 1st half offers an advent to this new and interesting subject. protecting the mining of UGC of other medium kinds, the second one half discusses the social annotation of UGC, social community graph development and group mining, mining of UGC to aid in tune retrieval, and the preferred yet tricky subject of UGC sentiment research. The 3rd half describes the mining and looking out of assorted different types of UGC, together with wisdom extraction, seek innovations for UGC content material, and a selected research at the research and annotation of eastern blogs. The fourth half on functions explores using UGC to help question-answering, info summarization, and suggestions.

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Download Hadoop: The Definitive Guide, 4th Edition: Storage and by Tom White PDF

By Tom White

Prepare to release the ability of your info. With the fourth variation of this entire consultant, you are going to the right way to construct and keep trustworthy, scalable, allotted structures with Apache Hadoop. This publication is perfect for programmers seeking to examine datasets of any measurement, and for directors who are looking to organize and run Hadoop clusters. utilizing Hadoop 2 completely, writer Tom White offers new chapters on YARN and several other Hadoop-related tasks equivalent to Parquet, Flume, Crunch, and Spark. you are going to know about contemporary adjustments to Hadoop, and discover new case reports on Hadoop's function in healthcare platforms and genomics facts processing.

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Download Warranty fraud management : reducing fraud and other excess by Kurvinen, Matti; Murthy, D. N. P.; Töyrylä, Ilkka PDF

By Kurvinen, Matti; Murthy, D. N. P.; Töyrylä, Ilkka

"Cut guaranty expenses by way of lowering fraud with obvious procedures and balanced keep watch over guaranty Fraud administration presents a transparent, sensible framework for lowering fraudulent guaranty claims and different extra bills in guaranty and repair operations. jam-packed with actionable guidance and targeted details, this e-book lays out a procedure of effective guaranty administration which could lessen bills with no frightening the

"Warranty Fraud administration presents useful directions that support businesses get monetary savings via relief of fraudulent guaranty claims and overbilling. For a standard production corporation the guaranty rate varies among 1-4% of revenues, so guaranty price as such is a vital issue. for firms with outsourced guaranty carrier we've seen fraudulent claims and overpayments extending to over 50% of the whole guaranty rate. guaranty Fraud administration will spotlight the equipment of fraud, how one can discover concerns and the significance of constant development of the controls to maintain with the continually evolving misbehavior. nevertheless, setting-up too inflexible controls or guaranty phrases can impression patron delight and raises total expense within the guaranty chain. The ebook increases basic knowledge of guaranty fraud -- how fraud is finished, the effect of the matter, usual signs and method gaps we've seen in assorted businesses. also, it's going to offer a complete framework for a great guaranty administration power -- there is not any unmarried silver bullet to take on the matter yet a number of components have to be lined. The spectrum of guaranty fraud is particularly extensive, so the suitable form of activities additionally differs in several cases"--



reduce guaranty expenses through decreasing fraud with obvious tactics and balanced regulate guaranty Fraud administration offers a transparent, sensible framework for decreasing fraudulent guaranty claims and Read more...

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Download Machine Learning and Data Mining for Computer Security: by Marcus A. Maloof PDF

By Marcus A. Maloof

"Machine studying and knowledge Mining for desktop Security" offers an summary of the present kingdom of study in computing device studying and information mining because it applies to difficulties in computing device defense. This booklet has a powerful specialise in details processing and combines and extends effects from laptop security.

The first a part of the booklet surveys the knowledge resources, the training and mining equipment, review methodologies, and earlier paintings appropriate for machine safeguard. the second one a part of the booklet contains articles written via the pinnacle researchers operating during this zone. those articles offers with subject matters of host-based intrusion detection in the course of the research of audit trails, of command sequences and of method calls in addition to community intrusion detection during the research of TCP packets and the detection of malicious executables.

This booklet fills the good desire for a ebook that collects and frames paintings on constructing and making use of equipment from desktop studying and information mining to difficulties in desktop security.


Intrusion detection and research has acquired loads of feedback and exposure over the past numerous years. The Gartner record took a shot announcing Intrusion Detection platforms are useless, whereas others think Intrusion Detection is simply attaining its adulthood. the matter that few are looking to admit is that the present public tools of intrusion detection, whereas they may be mature, established completely at the truth they've been round for your time, aren't super subtle and don't paintings rather well. whereas there isn't any such factor as a hundred% defense, humans continuously anticipate a know-how to complete greater than it presently does, and this is often truly the case with intrusion detection. It should be taken to the following point with extra complicated research being performed via the pc and not more via the human.

The present sector of Intrusion Detection is begging for computing device studying to be utilized to it. Convergence of those key components is necessary for it to be taken to the following point. the matter is that i've got obvious little learn concentrating on this, until eventually now.

After examining desktop studying and information Mining for computing device protection, i think Dr Maloof has hit the objective useless centre. whereas a lot study has been performed throughout laptop defense independently and computing device studying independently, for a few cause nobody desired to cross-breed the 2 topics.

Dr Maloof not just did a masterful activity of focusing the ebook on a severe zone that was once in dire desire of study, yet he additionally strategically picked papers that complemented one another in a effective demeanour. frequently interpreting an edited quantity like this, the chapters are very disjointed with out connection among them. whereas those chapters disguise assorted components of study, there's a hidden circulate that enhances the former bankruptcy with the next.

While Dr Maloof issues out in his Preface the meant viewers, i believe that there are extra severe teams. to begin with, i believe that any seller or resolution supplier that's seeking to offer a aggressive virtue for his or her product may still learn this publication and notice precisely what the possibility of subsequent new release intrusion detection provides. Secondly, i think that any computing device technological know-how scholar should still learn this e-book to appreciate the facility of convergence throughout applied sciences. everyone seems to be trying to find new ideas to intrusion detection inside of machine technology and extra in particular inside of desktop safeguard. yet till they're keen to take a step again and supply perception and information from one other area, like Dr Maloof has performed, they won't locate appropriate answers.

This publication is a needs to learn for an individual drawn to how examine can increase laptop safeguard It additionally offers perception into extra parts of study that may be pursued. the factors to degree a booklet like this can be: ‘Does it get you considering and does it nurture the inventive juices from within?’ the fast solution is really. After examining this booklet, i used to be writing down numerous extra parts that i wished to investigate and pursue as follow-on to interpreting this ebook. that could be a key mark of a necessary book!

-- Dr Eric Cole, desktop protection Expert

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Download Automated Taxon Identification in Systematics: Theory, by Norman MacLeod PDF

By Norman MacLeod

The automatic id of organic gadgets or teams has been a dream between taxonomists and systematists for hundreds of years. notwithstanding, growth in designing and imposing useful structures for totally automatic taxon identity has been frustratingly sluggish. Regardless, the dream hasn't ever died. contemporary advancements in computing device architectures and options in software program layout have put the instruments had to discover this imaginative and prescient within the fingers of the systematics neighborhood, no longer a number of years for that reason, yet now. and never only for DNA barcodes or different molecular info, yet for electronic photos of organisms, electronic sounds, digitized chemical information - basically any kind of electronic facts. in line with facts amassed during the last decade and written by means of utilized researchers, automatic Taxon id in Systematics explores modern purposes of quantitative methods to the matter of taxon reputation. The ebook starts through reviewing the present nation of systematics and putting automatic taxon id within the context of up to date tendencies, wishes, and possibilities. The chapters current and overview various features of present computerized method designs. They then offer descriptions of case stories within which varied theoretical and functional features of the final group-identification challenge are pointed out, analyzed, and mentioned. A routine subject during the chapters is the connection among taxonomic identity, automatic team identity, and morphometrics. This assortment presents a bridge among those groups and among them and the broader global of utilized taxonomy. the one book-length remedy that explores computerized staff id in systematic context, this article additionally contains introductions to uncomplicated elements of the fields of latest synthetic intelligence and mathematical staff attractiveness for the whole organic group.

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Download Data Mining: Concepts, Models and Techniques by Florin Gorunescu PDF

By Florin Gorunescu

The wisdom discovery technique is as previous as Homo sapiens. until eventually a while in the past this technique was once exclusively according to the ‘natural own' desktop supplied by means of mom Nature. thankfully, in contemporary a long time the matter has began to be solved in accordance with the improvement of the information mining know-how, aided through the massive computational energy of the 'artificial' desktops. Digging intelligently in several huge databases, facts mining goals to extract implicit, formerly unknown and possibly priceless details from info, considering “knowledge is power”. The target of this booklet is to supply, in a pleasant manner, either theoretical techniques and, specifically, useful concepts of this interesting box, able to be utilized in real-world occasions. as a result, it really is intended for all those that desire to how you can discover and research of enormous amounts of knowledge so one can detect the hidden nugget of information.

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Download Indian Mujahideen: Computational Analysis and Public Policy by V.S. Subrahmanian, Aaron Mannes, Animesh Roul, R.K. Raghavan PDF

By V.S. Subrahmanian, Aaron Mannes, Animesh Roul, R.K. Raghavan

Advance compliment for Indian Mujahideen: Computational research and Public coverage “This ebook offers a hugely leading edge computational method of interpreting the strategic habit of terrorist teams and formulating counter-terrorism guidelines. it might be very priceless for overseas protection analysts and policymakers.” Uzi Arad, nationwide defense consultant to the top Minister of Israel and Head, Israel nationwide safety Council (2009-2011) “An very important ebook on a posh defense challenge. concerns were analysed intensive in response to caliber examine. Insightful and well-balanced in describing the way in which forward.” Naresh Chandra, Indian Ambassador to america (1996-2001) and cupboard Secretary (1990-1992). “An aim and medical account of the origins, goals, extra-territorial hyperlinks and modus-operandi, of a growingly risky 17 november that demanding situations the federal, democratic, secular and pluralistic ethos of India’s polity. The authors have meticulously researched and analysed the multi-faceted demanding situations that the “Indian Mujahideen” poses and realistically dwelt at the ways that those demanding situations will be confronted and overcome.” G. Parthasarathy, excessive Commissioner of India to Australia (1995-1998) and Pakistan (1998-2000). This publication offers the 1st in-depth examine how complicated arithmetic and glossy computing expertise can effect insights on research and regulations directed on the Indian Mujahideen (IM) terrorist crew. The publication additionally summarizes how the IM crew is dedicated to the destabilization of India by way of leveraging hyperlinks with different terror teams akin to Lashkar-e-Taiba, and during help from the Pakistani govt and Pakistan’s intelligence service.

Foreword by way of The Hon. Louis J. Freeh.

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Download Database Systems for Advanced Applications: DASFAA 2016 by Hong Gao, Jinho Kim, Yasushi Sakurai PDF

By Hong Gao, Jinho Kim, Yasushi Sakurai

This publication constitutes the workshop lawsuits of the twenty first overseas convention on Database platforms for complex purposes, DASFAA 2016, held in Dallas, TX, united states, in April 2016.

The quantity includes 32 complete papers (selected from forty three submissions) from four workshops, every one concentrating on a particular zone that contributes to the most issues of DASFAA 2016: The 3rd foreign Workshop on Semantic Computing and Personalization, SeCoP 2016; the 3rd overseas Workshop on sizeable facts administration and repair, BDMS 2016; the 1st overseas Workshop on massive information caliber administration, BDQM 2016; and the second one foreign Workshop on cellular of net, MoI 2016.

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Download Music Data Mining (CRC Data Mining and Knowledge Discovery PDF

The learn zone of song details retrieval has progressively developed to handle the demanding situations of successfully getting access to and interacting huge collections of song and linked info, akin to types, artists, lyrics, and reports. Bringing jointly an interdisciplinary array of most sensible researchers, Music information Mining offers numerous methods to effectively hire facts mining ideas for the aim of track processing.

The booklet first covers song facts mining projects and algorithms and audio function extraction, offering a framework for next chapters. With a spotlight on info type, it then describes a computational procedure encouraged by means of human auditory notion and examines device popularity, the consequences of track on moods and feelings, and the connections among strength legislation and track aesthetics. Given the significance of social points in realizing track, the textual content addresses using the net and peer-to-peer networks for either song info mining and comparing tune mining initiatives and algorithms. It additionally discusses indexing with tags and explains how facts could be accumulated utilizing on-line human computation video games. the ultimate chapters supply a balanced exploration of hit music technology in addition to a glance at symbolic musicology and knowledge mining.

The multifaceted nature of track info usually calls for algorithms and platforms utilizing refined sign processing and computing device studying recommendations to higher extract valuable info. an exceptional creation to the sphere, this quantity offers state of the art innovations in song info mining and knowledge retrieval to create novel methods of interacting with huge song collections.

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