By Jezreel Mejia,Mirna Muñoz,Álvaro Rocha,Tomas San Feliu,Adriana Peña
By Jezreel Mejia,Mirna Muñoz,Álvaro Rocha,Tomas San Feliu,Adriana Peña
By Jian Chen,Yoshiteru Nakamori,Wuyi Yue,Xijin Tang
This ebook constitutes the refereed lawsuits of the seventeenth foreign Symposium, KSS 2016, held in Kobe, Japan, in November 2016.
The 21 revised complete papers provided have been rigorously reviewed and chosen from forty eight submissions. The papers conceal themes such as: Algorithms for large facts; giant information and education; Big facts and healthcare; Big facts and tourism; Big information and social media orientated wisdom discovery and information mining, text mining, advice procedure, etc; Big facts, social media and societal management; creation of agent-based social structures sciences; collective intelligence; complex approach modeling and complexity; decision research and determination help systems; internet+ and agriculture; internet+ and open innovation; knowledge construction, creativity help, understanding help, etc.; knowledge platforms engineering and data management; meta-synthesis and complicated modeling; opinion dynamics and opinion mining; OR on wisdom and structures sciences; problem structuring equipment and approach methodologies towards depraved problems; service platforms science; smart city; social dynamic community modeling; Web intelligence.
By Peter N. Robinson,Sebastian Bauer
Introduction to Bio-Ontologies explores the computational history of ontologies. Emphasizing computational and algorithmic matters surrounding bio-ontologies, this self-contained textual content is helping readers comprehend ontological algorithms and their applications.
The first a part of the ebook defines ontology and bio-ontologies. It additionally explains the significance of mathematical good judgment for realizing thoughts of inference in bio-ontologies, discusses the likelihood and records themes valuable for knowing ontology algorithms, and describes ontology languages, together with OBO (the preeminent language for bio-ontologies), RDF, RDFS, and OWL.
The moment half covers major bio-ontologies and their purposes. The booklet provides the Gene Ontology; upper-level ontologies, akin to the elemental Formal Ontology and the Relation Ontology; and present bio-ontologies, together with numerous anatomy ontologies, Chemical Entities of organic curiosity, series Ontology, Mammalian Phenotype Ontology, and Human Phenotype Ontology.
The 3rd a part of the textual content introduces the main graph-based algorithms for bio-ontologies. The authors speak about how those algorithms are utilized in overrepresentation research, model-based tactics, semantic similarity research, and Bayesian networks for molecular biology and biomedical applications.
With a spotlight on computational reasoning themes, the ultimate half describes the ontology languages of the Semantic net and their purposes for inference. It covers the formal semantics of RDF and RDFS, OWL inference principles, a key inference set of rules, the SPARQL question language, and the cutting-edge for querying OWL ontologies.
Software and knowledge designed to counterpoint fabric within the textual content can be found at the book’s site: http://bio-ontologies-book.org the location presents the R Robo package deal constructed for the e-book, besides a compressed archive of knowledge and ontology documents utilized in many of the workouts. It additionally deals teaching/presentation slides and hyperlinks to different proper websites.
This e-book offers readers with the root to exploit ontologies as a place to begin for brand spanking new bioinformatics examine initiatives or to help present molecular genetics study tasks. through providing a self-contained advent to OBO ontologies and the Semantic internet, it bridges the space among either fields and is helping readers see what each one can give a contribution to the research and knowing of biomedical data.
By Johannes Fürnkranz,Eyke Hüllermeier
This is the 1st publication devoted to this subject, and the therapy is accomplished. The editors first provide a radical advent, together with a scientific categorization in response to studying job and studying process, besides a unified notation. the 1st half the ebook is equipped into elements on label score, example score, and item rating; whereas the second one part is equipped into components on functions of choice studying in multiattribute domain names, details retrieval, and recommender structures.
The e-book might be of curiosity to researchers and practitioners in man made intelligence, particularly laptop studying and knowledge mining, and in fields equivalent to multicriteria decision-making and operations research.
By Stéphane Tufféry
This ebook appears at either classical and up to date strategies of information mining, similar to clustering, discriminant research, logistic regression, generalized linear versions, regularized regression, PLS regression, determination bushes, neural networks, help vector machines, Vapnik concept, naive Bayesian classifier, ensemble studying and detection of organization principles. they're mentioned in addition to illustrative examples through the e-book to provide an explanation for the idea of those tools, in addition to their strengths and limitations.
Statisticians and enterprise intelligence analysts, scholars in addition to machine technological know-how, biology, advertising and fiscal possibility pros in either advertisement and govt organisations throughout all enterprise and sectors will reap the benefits of this book.
By Rick Greenwald,Robert Stackowiak,Jonathan Stern
Written by way of Oracle insiders, this integral consultant distills a major quantity of knowledge in regards to the Oracle Database into one compact quantity. excellent for amateur and skilled DBAs, builders, managers, and clients, Oracle Essentials walks you thru applied sciences and contours in Oracle’s product line, together with its structure, facts buildings, networking, concurrency, and tuning.
Complete with illustrations and priceless tricks, this 5th version offers a important one-stop review of Oracle Database 12c, together with an advent to Oracle and cloud computing. Oracle Essentials presents the conceptual heritage you want to know the way Oracle actually works.
By David Haertzen
Here are the most targets for every of the book's 19 chapters:
By Ayanendranath Basu,Srabashi Basu
A User's advisor to company Analytics presents a accomplished dialogue of statistical tools invaluable to the company analyst. tools are built from a pretty simple point to deal with readers who've constrained education within the idea of facts. a considerable variety of case experiences and numerical illustrations utilizing the R-software package deal are supplied for the good thing about influenced newbies who are looking to get a head begin in analytics in addition to for specialists at the activity who will profit through the use of this article as a reference book.
The publication is constructed from 12 chapters. the 1st bankruptcy specializes in company analytics, in addition to its emergence and alertness, and units up a context for the total publication. the following 3 chapters introduce R and supply a entire dialogue on descriptive analytics, together with numerical info summarization and visible analytics. Chapters 5 via seven speak about set conception, definitions and counting ideas, chance, random variables, and likelihood distributions, with a couple of company situation examples. those chapters lay down the root for predictive analytics and version building.
Chapter 8 bargains with statistical inference and discusses the commonest trying out techniques. Chapters 9 via twelve deal fullyyt with predictive analytics. The bankruptcy on regression is sort of large, facing version improvement and version complexity from a user’s point of view. a quick bankruptcy on tree-based tools places forth the most program parts succinctly. The bankruptcy on info mining is an effective advent to the commonest computer studying algorithms. The final bankruptcy highlights the position of other time sequence versions in analytics. In all of the chapters, the authors show off a couple of examples and case reports and supply instructions to clients within the analytics field.
By Cameron Lackpour
If you're keen on Essbase and hate seeing it misused, then this can be the booklet for you. Written by way of 12 Essbase pros which are both stated Essbase authorities or qualified Oracle ACEs, Developing Essbase functions: complex thoughts for Finance and IT execs provides an remarkable research and rationalization of Essbase idea and most sensible practices.
Detailing the hows and the whys of winning Essbase implementation, the ebook hands you with basic but strong instruments to satisfy your quick wishes, in addition to the theoretical wisdom to continue to the following point with Essbase. Infrastructure, facts sourcing and transformation, database layout, calculations, automation, APIs, reporting, and venture implementation are coated by way of material specialists who paintings with the instruments and methods each day. as well as useful circumstances that illustrate necessary classes realized, the e-book bargains:
With an inventory of individuals as remarkable because the application of presenters at a number one Essbase convention, this publication bargains exceptional entry to the insights and stories of these on the vanguard of the sector. The formerly unpublished fabric awarded in those pages offers you the sensible wisdom had to use this strong and intuitive software to construct hugely valuable analytical versions, reporting platforms, and forecasting applications.