Posts in category: Algorithms
By Joseph Muscat
By Mahmoud Parsian
When you are able to dive into the MapReduce framework for processing huge datasets, this sensible e-book takes you step-by-step throughout the algorithms and instruments you must construct allotted MapReduce purposes with Apache Hadoop or Apache Spark. each one bankruptcy presents a recipe for fixing a big computational challenge, akin to construction a advice procedure. You'll methods to enforce the perfect MapReduce answer with code for you to use on your projects.
Dr. Mahmoud Parsian covers uncomplicated layout styles, optimization thoughts, and knowledge mining and laptop studying suggestions for difficulties in bioinformatics, genomics, information, and social community research. This e-book additionally comprises an summary of MapReduce, Hadoop, and Spark.
• marketplace basket research for a wide set of transactions
• info mining algorithms (K-means, KNN, and Naive Bayes)
• utilizing large genomic information to series DNA and RNA
• Naive Bayes theorem and Markov chains for information and industry prediction
• suggestion algorithms and pairwise rfile similarity
• Linear regression, Cox regression, and Pearson correlation
• Allelic frequency and mining DNA
• Social community research (recommendation platforms, counting triangles, sentiment research)
By Rick Parent
Pushed through call for from the leisure for higher and extra reasonable animation, know-how keeps to conform and enhance. The algorithms and methods at the back of this expertise are the root of this finished booklet, that's written to teach you the basics of animation programming.
In this 3rd variation, the most up-tp-date strategies are coated besides the idea and high-level computation that experience earned the ebook a name because the most sensible technically-oriented animation source. Key subject matters reminiscent of fluids, hair, and crowd animation were improved, and large new assurance of garments and fabric has been further. New fabric on simulation offers a extra different examine this crucial region and extra instance animations and bankruptcy initiatives and routines are incorporated. also, spline assurance has been improved and new video compression and codecs (e.g., iTunes) are covered.
* comprises significant other website with modern animation examples drawn from study and leisure, pattern animations, and instance code * Describes the most important mathematical and algorithmic foundations of animation that supply you with a deep realizing and keep watch over of approach * improved and new insurance of key themes together with: fluids and clouds, fabric and garments, hair, and crowd animation * Explains the algorithms used for course following, hierarchical kinematic modelling, inflexible physique dynamics, flocking behaviour, particle structures, collision detection, and more
By Steven S. Skiena
This quantity is helping take a number of the "mystery" out of picking out and working with key algorithms. Drawing seriously at the author's personal real-world studies, the publication stresses layout and research. insurance is split into elements, the 1st being a basic consultant to strategies for the layout and research of computing device algorithms. the second one is a reference part, which incorporates a catalog of the seventy five most crucial algorithmic difficulties. via searching this catalog, readers can quick establish what the matter they've got encountered is named, what's recognized approximately it, and the way they need to continue in the event that they have to resolve it. This booklet is perfect for the operating specialist who makes use of algorithms every day and has want for a convenient reference. This paintings may also easily be utilized in an upper-division direction or as a pupil reference consultant. THE set of rules layout guide comes with a CD-ROM that includes: * a whole hypertext model of the whole published e-book. * the resource code and URLs for all brought up implementations. * over 30 hours of audio lectures at the layout and research of algorithms are supplied, all keyed to online lecture notes.
By Erika Ábrahám, Klaus Havelund (eds.)
This ebook constitutes the complaints of the 20 th overseas convention on instruments and Algorithms for the development and research of structures, TACAS 2014, which happened in Grenoble, France, in April 2014, as a part of the eu Joint meetings on concept and perform of software program, ETAPS 2014. the entire of forty two papers integrated during this quantity, along with 26 study papers, three case research papers, 6 general software papers and seven device demonstrations papers, have been rigorously reviewed and chosen from 161 submissions. furthermore the publication includes one invited contribution. The papers are equipped in topical sections named: determination methods and their software in research; complexity and termination research; modeling and version checking discrete platforms; timed and hybrid platforms; tracking, fault detection and identity; festival on software program verification; specifying and checking linear time homes; synthesis and studying; quantum and probabilistic structures; in addition to device demonstrations and case studies.
By Adrian-Horia Dediu, Carlos Martín-Vide, Bianca Truthe (eds.)
This ebook constitutes the refereed court cases of the 1st overseas convention, AlCoB 2014, held in July 2014 in Tarragona, Spain.
The 20 revised complete papers have been rigorously reviewed and chosen from 39 submissions. The scope of AlCoB contains issues of both theoretical or utilized curiosity, specifically: certain series research, approximate series research, pairwise series alignment, a number of series alignment, series meeting, genome rearrangement, regulatory motif discovering, phylogeny reconstruction, phylogeny comparability, constitution prediction, proteomics: molecular pathways, interplay networks, transcriptomics: splicing versions, isoform inference and quantification, differential research, next-generation sequencing: inhabitants genomics, metagenomics, metatranscriptomics, microbiome research, platforms biology.
By Anil K. Jain
By Mark A. Weiss
Mark Allen Weiss' profitable e-book presents a latest method of algorithms and information constructions utilizing the c program languageperiod. The book's conceptual presentation makes a speciality of ADTs and the research of algorithms for potency, with a selected focus on functionality and working time. the second one version includes a new bankruptcy that examines complex information constructions similar to purple black bushes, most sensible down splay timber, treaps, k-d timber, and pairing lots between others. All code examples now agree to ANSI C and insurance of the formal proofs underpinning a number of key facts constructions has been reinforced.
By Lee Spector
Once learned, the opportunity of large-scale quantum pcs gives you to extensively remodel computing device technological know-how. regardless of large-scale foreign efforts, besides the fact that, crucial questions on the potential for quantum algorithms are nonetheless unanswered. computerized Quantum computing device Programming is an creation either to quantum computing for non-physicists and to genetic programming for non-computer-scientists. The e-book explores numerous ways that genetic programming can aid computerized quantum desktop programming and provides specified descriptions of particular concepts, in addition to a number of examples in their human-competitive functionality on particular problems.
By Associate Professor Eneko Agirre (auth.), Associate Professor Eneko Agirre, Research Scientist Philip Edmonds (eds.)
This is the 1st publication to hide the whole subject of notice experience disambiguation (WSD) together with: all of the significant algorithms, ideas, functionality measures, effects, philosophical concerns, and functions. best researchers within the box have contributed chapters that synthesize and supply an outline of earlier and cutting-edge study around the box. The editors have rigorously geared up the chapters into sub-topics. Researchers and academics will know about the complete diversity of what has been performed and the place the sphere is headed. builders will research which technique(s) will practice to their specific program, how you can construct and assessment platforms, and what functionality to count on. An accompanying site (www.wsdbook.org) presents hyperlinks to assets for WSD and a searchable index of the book.