Category: Data Mining

By Thomas Riechmann (auth.)

The e-book is devoted to using genetic algorithms in theoretical financial learn. Genetic algorithms provide the opportunity of overcoming the constraints conventional mathematical tractability places on fiscal examine and hence open new horzions for fiscal idea. The e-book finds shut relationships among the speculation of financial studying through genetic algorithms, dynamic online game thought, and evolutionary economics.
Genetic algorithms are the following brought as metaphors for strategies of social and person studying in economics. The booklet offers an easy description of the fundamental buildings of financial genetic algorithms, via an in-depth research in their operating ideas. a number of recognized monetary types are reconstructed to include genetic algorithms. Genetic algorithms therefore aid to discover really new result of recognized fiscal problems.

By Petra Perner, Atsushi Imiya

This ebook constitutes the refereed lawsuits of the 4th overseas convention on desktop studying and knowledge Mining in development popularity, MLDM 2005, held in Leipzig, Germany, in July 2005.

The sixty eight revised complete papers offered have been conscientiously reviewed and chosen. The papers are equipped in topical sections on category and version estimation, neural tools, subspace tools, fundamentals and purposes of clustering, function grouping, discretization, choice and transformation, functions in drugs, time sequence and sequential trend mining, mining photos in machine imaginative and prescient, mining photos and texture, mining movement from series, speech research, elements of knowledge mining, textual content mining, and as a distinct tune: commercial purposes of knowledge mining.

By Jason Venner, Madhu Siddalingaiah, Sameer Wadkar

Seasoned Apache Hadoop, moment version brings you up to the mark on Hadoop – the framework of huge info. Revised to hide Hadoop 2.0, the ebook covers the very newest advancements corresponding to YARN (aka MapReduce 2.0), new HDFS high-availability good points, and elevated scalability within the kind of HDFS Federations. the entire outdated content material has been revised too, giving the newest at the bits and bobs of MapReduce, cluster layout, the Hadoop disbursed dossier procedure, and more.

This e-book covers every thing you want to construct your first Hadoop cluster and start interpreting and deriving price out of your enterprise and clinical information. discover ways to clear up big-data difficulties the MapReduce approach, by way of breaking an immense challenge into chunks and growing small-scale ideas that may be flung throughout hundreds of thousands upon hundreds of thousands of nodes to research huge facts volumes in a quick volume of wall-clock time. easy methods to allow Hadoop look after dispensing and parallelizing your software—you simply specialise in the code; Hadoop looks after the rest.

* Covers all that's new in Hadoop 2.0
* Written via a qualified all for Hadoop due to the fact that day one
* Takes you speedy to the professional seasoned point at the most popular cloud-computing framework

By Mohamed A. Sharaf, Muhammad Aamir Cheema, Jianzhong Qi

This e-book constitutes the refereed court cases of the twenty sixth Australasian Database convention, ADC 2015, held in Melbourne, VIC, Australia, in June 2015. The 24 complete papers awarded including five demo papers have been rigorously reviewed and chosen from forty three submissions. The Australasian Database convention is an annual overseas discussion board for sharing the newest learn developments and novel functions of database structures, facts pushed functions and knowledge analytics among researchers and practitioners from world wide, really Australia and New Zealand. The project of ADC is to proportion novel study strategies to difficulties of today’s details society that satisfy the desires of heterogeneous functions and environments and to spot new matters and instructions for destiny examine. ADC seeks papers from academia and proposing examine on all functional and theoretical points of complicated database conception and purposes, in addition to case experiences and implementation experiences.

By John Paul Mueller, Sybex

Google Brings information Mining to the People!Virtually every person sees Google as, fingers down, the easiest on-line seek software. you can now use and increase on Google expertise on your personal applications.Mining Google internet providers teaches you dozens of ideas for tapping the facility of the Google API. Google already delivers fine-grained keep watch over over your seek standards, and this booklet indicates you ways to exert an identical keep an eye on on your personal targeted seek and research purposes. With a little wisdom of JavaScript, VBA, visible Studio 6, visible Studio .NET, Hypertext Preprocessor, or Java, you'll get larger (and extra appropriate) seek results--faster and extra simply. here is a little of what you can find lined inside:Improving the rate and accuracy of searchesPerforming facts mining around the InternetUsing Google internet companies to go looking a unmarried websiteBuilding seek purposes for cellular devicesUsing caching thoughts to enhance program functionality and reliabilityAnalyzing Google dataCreating searches for clients with distinctive needsDiscovering new makes use of for GoogleObtaining old information utilizing cached pagesPerforming spelling exams on any textReducing the variety of fake seek hitsWhether your aim is to enhance your personal searches or proportion really expert seek features with others, this can be the only source that would see you thru the task from begin to end.

By Max Bramer, Miltos Petridis

The papers during this quantity are the refereed papers awarded at AI-2014, the Thirty-fourth SGAI overseas convention on leading edge options and purposes of man-made Intelligence, held in Cambridge in December 2014 in either the technical and the appliance streams.

They current new and cutting edge advancements and functions, divided into technical circulation sections on wisdom Discovery and knowledge Mining, computer studying, and brokers, Ontologies and Genetic Programming, through software flow sections on Evolutionary Algorithms/Dynamic Modelling, making plans and Optimisation, and desktop studying and information Mining. the amount additionally comprises the textual content of brief papers awarded as posters on the conference.

This is the thirty-first quantity within the Research and improvement in clever Systems sequence, which additionally accommodates the twenty-second quantity within the Applications and recommendations in clever Systems sequence. those sequence are crucial interpreting in case you desire to sustain so far with advancements during this vital field.

By Frans Coenen, Miltos Petridis

The papers during this quantity are the refereed technical papers provided at AI-2008, the Twenty-eighth SGAI foreign convention on leading edge innovations and purposes of synthetic Intelligence, held in Cambridge in December 2008.

They current new and leading edge advancements within the box, divided into sections on CBR and type, AI thoughts, Argumentation and Negotiation, clever platforms, From desktop studying To E-Learning and determination Making. the quantity additionally contains the textual content of brief papers provided as posters on the conference.

This is the twenty-fifth quantity within the examine and improvement sequence. The sequence is vital interpreting in case you desire to sustain so far with advancements during this very important field.

The software circulation papers are released as a spouse quantity less than the identify functions and strategies in clever structures XVI.

By Fatos Xhafa, Leonard Barolli, Admir Barolli, Petraq Papajorgji

This ebook covers the newest advances in tremendous information applied sciences and gives the readers with a finished overview of the cutting-edge in sizeable information processing, research, analytics, and different comparable themes. It provides new versions, algorithms, software program strategies and methodologies, overlaying the complete info cycle, from facts accumulating to their visualization and interplay, and features a set of case experiences and most sensible practices. New learn concerns, demanding situations and possibilities shaping the longer term schedule within the box of massive information also are pointed out and awarded during the ebook, that is meant for researchers, students, complicated scholars, software program builders and practitioners operating on the leading edge of their box.

By Cameron Lackpour

If you happen to love Essbase and hate seeing it misused, then this can be the publication for you. Written through 12 Essbase pros which are both said Essbase experts or qualified Oracle ACEs, constructing Essbase purposes: complex innovations for Finance and IT execs offers an exceptional research and rationalization of Essbase conception and most sensible practices. Detailing the hows and the whys of profitable Essbase implementation, the booklet fingers you with basic but robust instruments to satisfy your rapid wishes, in addition to the theoretical wisdom to continue to the subsequent point with Essbase. Infrastr. Read more...

By Paul Groth, Elena Simperl, Alasdair Gray, Marta Sabou, Markus Krötzsch, Freddy Lecue, Fabian Flöck, Yolanda Gil

The two-volume set LNCS 9981 and 9982 constitutes the refereed lawsuits of the 15thInternational Semantic net convention, ISWC 2016, which used to be held in Kobe, Japan, in October 2016. The seventy five complete papers provided in those lawsuits have been rigorously reviewed and chosen from 326 submissions.
The foreign Semantic net convention is the most advantageous discussion board for Semantic net learn, the place leading edge clinical effects and technological ideas are offered, the place difficulties and strategies are mentioned, and the place the way forward for this imaginative and prescient is being constructed. It brings jointly experts in fields similar to man made intelligence, databases, social networks, dispensed computing, net engineering, details platforms, human-computer interplay, traditional language processing, and the social sciences.
The examine tune solicited novel and critical examine contributions addressing theoretical, analytical, empirical, and sensible facets of the Semantic internet. The functions tune solicited submissions exploring the advantages and demanding situations of utilizing semantic applied sciences in concrete, functional functions, in contexts starting from to executive and technological know-how. The newly brought assets tune sought submissions delivering a concise and transparent description of a source and its (expected) utilization. conventional assets comprise ontologies, vocabularies, datasets, benchmarks and replication experiences, providers and software program. along with extra proven kinds of assets, the song solicited submissions of recent sorts of assets resembling ontology layout styles, crowdsourcing activity designs, workflows, methodologies, and protocols and measures.