Java Data Mining Strategy Standard and Practice

Java Data Mining  Strategy  Standard  and Practice
Author: Mark F. Hornick,Erik Marcadé,Sunil Venkayala
Publsiher: Elsevier
Total Pages: 544
Release: 2010-07-26
ISBN: 9780080495910
Category: Computers
Language: EN, FR, DE, ES & NL

Java Data Mining Strategy Standard and Practice Book Excerpt:

Whether you are a software developer, systems architect, data analyst, or business analyst, if you want to take advantage of data mining in the development of advanced analytic applications, Java Data Mining, JDM, the new standard now implemented in core DBMS and data mining/analysis software, is a key solution component. This book is the essential guide to the usage of the JDM standard interface, written by contributors to the JDM standard. Data mining introduction - an overview of data mining and the problems it can address across industries; JDM's place in strategic solutions to data mining-related problems JDM essentials - concepts, design approach and design issues, with detailed code examples in Java; a Web Services interface to enable JDM functionality in an SOA environment; and illustration of JDM XML Schema for JDM objects JDM in practice - the use of JDM from vendor implementations and approaches to customer applications, integration, and usage; impact of data mining on IT infrastructure; a how-to guide for building applications that use the JDM API Free, downloadable KJDM source code referenced in the book available here

Java Data Mining

Java Data Mining
Author: Mark F. Hornick
Publsiher: Unknown
Total Pages: 520
Release: 2007
ISBN: 1928374650XXX
Category: Data mining
Language: EN, FR, DE, ES & NL

Java Data Mining Book Excerpt:

Inductive Databases and Constraint Based Data Mining

Inductive Databases and Constraint Based Data Mining
Author: Sašo Džeroski,Bart Goethals,Panče Panov
Publsiher: Springer Science & Business Media
Total Pages: 456
Release: 2010-11-18
ISBN: 1441977384
Category: Computers
Language: EN, FR, DE, ES & NL

Inductive Databases and Constraint Based Data Mining Book Excerpt:

This book is about inductive databases and constraint-based data mining, emerging research topics lying at the intersection of data mining and database research. The aim of the book as to provide an overview of the state-of- the art in this novel and - citing research area. Of special interest are the recent methods for constraint-based mining of global models for prediction and clustering, the uni?cation of pattern mining approaches through constraint programming, the clari?cation of the re- tionship between mining local patterns and global models, and the proposed in- grative frameworks and approaches for inducive databases. On the application side, applications to practically relevant problems from bioinformatics are presented. Inductive databases (IDBs) represent a database view on data mining and kno- edge discovery. IDBs contain not only data, but also generalizations (patterns and models) valid in the data. In an IDB, ordinary queries can be used to access and - nipulate data, while inductive queries can be used to generate (mine), manipulate, and apply patterns and models. In the IDB framework, patterns and models become ”?rst-class citizens” and KDD becomes an extended querying process in which both the data and the patterns/models that hold in the data are queried.

DW 2 0 The Architecture for the Next Generation of Data Warehousing

DW 2 0  The Architecture for the Next Generation of Data Warehousing
Author: W.H. Inmon,Derek Strauss,Genia Neushloss
Publsiher: Elsevier
Total Pages: 400
Release: 2010-07-28
ISBN: 9780080558332
Category: Computers
Language: EN, FR, DE, ES & NL

DW 2 0 The Architecture for the Next Generation of Data Warehousing Book Excerpt:

DW 2.0: The Architecture for the Next Generation of Data Warehousing is the first book on the new generation of data warehouse architecture, DW 2.0, by the father of the data warehouse. The book describes the future of data warehousing that is technologically possible today, at both an architectural level and technology level. The perspective of the book is from the top down: looking at the overall architecture and then delving into the issues underlying the components. This allows people who are building or using a data warehouse to see what lies ahead and determine what new technology to buy, how to plan extensions to the data warehouse, what can be salvaged from the current system, and how to justify the expense at the most practical level. This book gives experienced data warehouse professionals everything they need in order to implement the new generation DW 2.0. It is designed for professionals in the IT organization, including data architects, DBAs, systems design and development professionals, as well as data warehouse and knowledge management professionals. * First book on the new generation of data warehouse architecture, DW 2.0. * Written by the "father of the data warehouse", Bill Inmon, a columnist and newsletter editor of The Bill Inmon Channel on the Business Intelligence Network. * Long overdue comprehensive coverage of the implementation of technology and tools that enable the new generation of the DW: metadata, temporal data, ETL, unstructured data, and data quality control.

Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS RELCOMEX June 30 July 4 2014 Brun w Poland

Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS RELCOMEX  June 30     July 4  2014  Brun  w  Poland
Author: Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Publsiher: Springer
Total Pages: 534
Release: 2014-05-16
ISBN: 3319070134
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS RELCOMEX June 30 July 4 2014 Brun w Poland Book Excerpt:

DepCoS – RELCOMEX is an annual series of conferences organized by Wrocław University of Technology to promote a comprehensive approach to evaluation of system performability which is now commonly called dependability. In contrast to classic analyses which were concentrated on reliability of technical resources and structures built from them, dependability is based on multi-disciplinary approach to theory, technology and maintenance of a system considered to be a multifaceted amalgamation of technical, information, organization, software and human (users, administrators, supervisors, etc.) resources. Diversity of processes being realized (data processing, system management, system monitoring, etc.), their concurrency and their reliance on in-system intelligence often severely impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods. This book presents the proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, which took place in Brunów Palace, Poland, from 30th June to 4th July, 2014. The articles selected for this volume illustrate the variety of topics that must be included in system dependability analysis: tools, methodologies and standards for modelling, design and simulation of the systems, security and confidentiality in information processing, specific issues of heterogeneous, today often wireless, computer networks or management of transportation networks.

Collective Intelligence in Action

Collective Intelligence in Action
Author: Satnam Alag
Publsiher: Simon and Schuster
Total Pages: 424
Release: 2008-09-30
ISBN: 163835538X
Category: Computers
Language: EN, FR, DE, ES & NL

Collective Intelligence in Action Book Excerpt:

There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2.0 era, leveraging the collective power of user contributions, interactions, and feedback is the key to market dominance. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Along the way, you work with, a number of APIs and open-source toolkits including text analysis and search using Lucene, web-crawling using Nutch, and applying machine learning algorithms using WEKA and the Java Data Mining (JDM) standard. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

Business Process Management Workshops

Business Process Management Workshops
Author: Michael zur Muehlen,Jianwen Su
Publsiher: Springer
Total Pages: 809
Release: 2011-05-16
ISBN: 3642205119
Category: Computers
Language: EN, FR, DE, ES & NL

Business Process Management Workshops Book Excerpt:

This book constitutes the thoroughly refereed post-workshop proceedings of nine international workshops held in Hoboken, NJ, USA, in conjunction with the 8th International Conference on Business Process Management, BPM 2010, in September 2010. The nine workshops focused on Reuse in Business Process Management (rBPM 2010), Business Process Management and Sustainability (SusBPM 2010), Business Process Design (BPD 2010), Business Process Intelligence (BPI 2010), Cross-Enterprise Collaboration, People, and Work (CEC-PAW 2010), Process in the Large (IW-PL 2010), Business Process Management and Social Software (BPMS2 2010), Event-Driven Business Process Management (edBPM 2010), and Traceability and Compliance of Semi-Structured Processes (TC4SP 2010). In addition, three papers from the special track on Advances in Business Process Education are also included in this volume. The overall 66 revised full papers presented were carefully reviewed and selected from 143 submissions.

Business Information Systems

Business Information Systems
Author: Witold Abramowicz,Robert Tolksdorf
Publsiher: Springer
Total Pages: 305
Release: 2010-05-10
ISBN: 3642128149
Category: Computers
Language: EN, FR, DE, ES & NL

Business Information Systems Book Excerpt:

This book contains the refereed proceedings of the 13th International Conference on Business Information Systems, BIS 2010, held in Berlin, Germany, in May 2010. The 25 revised full papers were carefully reviewed and selected from more than 80 submissions. Following the theme of the conference "Future Internet Business Services", the contributions detail recent research results and experiences and were grouped in eight sections on search and knowledge sharing, data and information security, Web experience modeling, business processes and rules, services and repositories, data mining for processes, visualization in business process management, and enterprise resource planning and supply chain management.

Wikibook of Health Informatics

Wikibook of Health Informatics
Author: Anonim
Publsiher: PediaPress
Total Pages: 135
Release: 2022
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Wikibook of Health Informatics Book Excerpt:

Joe Celko s Thinking in Sets Auxiliary Temporal and Virtual Tables in SQL

Joe Celko s Thinking in Sets  Auxiliary  Temporal  and Virtual Tables in SQL
Author: Joe Celko
Publsiher: Morgan Kaufmann
Total Pages: 384
Release: 2008-01-22
ISBN: 9780080557526
Category: Computers
Language: EN, FR, DE, ES & NL

Joe Celko s Thinking in Sets Auxiliary Temporal and Virtual Tables in SQL Book Excerpt:

Perfectly intelligent programmers often struggle when forced to work with SQL. Why? Joe Celko believes the problem lies with their procedural programming mindset, which keeps them from taking full advantage of the power of declarative languages. The result is overly complex and inefficient code, not to mention lost productivity. This book will change the way you think about the problems you solve with SQL programs.. Focusing on three key table-based techniques, Celko reveals their power through detailed examples and clear explanations. As you master these techniques, you’ll find you are able to conceptualize problems as rooted in sets and solvable through declarative programming. Before long, you’ll be coding more quickly, writing more efficient code, and applying the full power of SQL • Filled with the insights of one of the world’s leading SQL authorities - noted for his knowledge and his ability to teach what he knows. • Focuses on auxiliary tables (for computing functions and other values by joins), temporal tables (for temporal queries, historical data, and audit information), and virtual tables (for improved performance). • Presents clear guidance for selecting and correctly applying the right table technique.

Agent and Multi Agent Systems Technologies and Applications

Agent and Multi Agent Systems  Technologies and Applications
Author: Anne Hakansson,Ronald Hartung
Publsiher: Springer
Total Pages: 865
Release: 2009-05-30
ISBN: 3642016650
Category: Computers
Language: EN, FR, DE, ES & NL

Agent and Multi Agent Systems Technologies and Applications Book Excerpt:

This volume contains the proceedings of the Third KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2009)––held at Uppsala University in Sweden during June 3-5, 2009. The symposium was organized by Uppsala University, KES International and its Focus Group on Agent and Multi-agent Systems. The KES-AMSTA Symposium series is a sub-series of the KES Conference series. Following the successes of the First KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2007), held in Wroclaw, Poland, from May 31 to 1 June 2007––and the Second KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2008) held in Incheon, Korea, March 26-28, 2008––KES-AMSTA 2009 featured keynote talks, oral and poster presentations, and a number of workshops and invited sessions, closely aligned to the themes of the conference. The aim of the symposium was to provide an international forum for scientific - search into the technologies and applications of agent and multi-agent systems. Agent and multi-agent systems are an innovative type of modern software system and have long been recognized as a promising technology for constructing autonomous, c- plex and intelligent systems. A key development in the field of agent and multi-agent systems has been the specification of agent communication languages and formali- tion of ontologies. Agent communication languages are intended to provide standard declarative mechanisms for agents to communicate knowledge and make requests of each other, whereas ontologies are intended for conceptualization of the knowledge domain.

Information System Development

Information System Development
Author: María José Escalona,Gustavo Aragón,Henry Linger,Michael Lang,Chris Barry,Christoph Schneider
Publsiher: Springer
Total Pages: 542
Release: 2014-07-23
ISBN: 3319072153
Category: Computers
Language: EN, FR, DE, ES & NL

Information System Development Book Excerpt:

Information System Development—Improving Enterprise Communication are the collected proceedings of the 22nd International Conference on Information Systems Development: Improving Enterprise Communication—ISD 2013 Conference, held in Seville, Spain. It follows in the tradition of previous conferences in the series in exploring the connections between industry, research and education. These proceedings represent ongoing reflections within the academic community on established information systems topics and emerging concepts, approaches and ideas. It is hoped that the papers herein contribute towards disseminating research and improving practice. The conference tracks highlighted at the 22nd International Conference on Information Systems Development (ISD 2013) were: Applications Data and Ontologies End Users Enterprise Evolution Industrial cases in ISD Intelligent Business Process Management Model Driven Engineering in ISD New Technologies Process Management Quality

Computer Science

Computer Science
Author: Anonim
Publsiher: PediaPress
Total Pages: 135
Release: 2022
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Computer Science Book Excerpt:

Handbook of Critical Incident Analysis

Handbook of Critical Incident Analysis
Author: Richard W Schwester
Publsiher: Routledge
Total Pages: 384
Release: 2014-12-18
ISBN: 1317469135
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Handbook of Critical Incident Analysis Book Excerpt:

Critical incidents all too often explode onto the social conscious and challenge our sense of security. This comprehensive handbook brings together a range of experts who provide a foundation for the field of critical incident analysis by examining specific incidents9/11, the Virginia Tech massacre, the H1N1 pandemic, the BP oil spill, and more--through various methodological and disciplinary lenses.

Making Sense of Data II

Making Sense of Data II
Author: Glenn J. Myatt,Wayne P. Johnson
Publsiher: John Wiley & Sons
Total Pages: 308
Release: 2009-03-04
ISBN: 9780470417393
Category: Mathematics
Language: EN, FR, DE, ES & NL

Making Sense of Data II Book Excerpt:

A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips readers with advanced data mining methods that are needed to successfully translate raw data into smart decisions across various fields of research including business, engineering, finance, and the social sciences. Following a comprehensive introduction that details how to define a problem, perform an analysis, and deploy the results, Making Sense of Data II addresses the following key techniques for advanced data analysis: Data Visualization reviews principles and methods for understanding and communicating data through the use of visualization including single variables, the relationship between two or more variables, groupings in data, and dynamic approaches to interacting with data through graphical user interfaces. Clustering outlines common approaches to clustering data sets and provides detailed explanations of methods for determining the distance between observations and procedures for clustering observations. Agglomerative hierarchical clustering, partitioned-based clustering, and fuzzy clustering are also discussed. Predictive Analytics presents a discussion on how to build and assess models, along with a series of predictive analytics that can be used in a variety of situations including principal component analysis, multiple linear regression, discriminate analysis, logistic regression, and Naïve Bayes. Applications demonstrates the current uses of data mining across a wide range of industries and features case studies that illustrate the related applications in real-world scenarios. Each method is discussed within the context of a data mining process including defining the problem and deploying the results, and readers are provided with guidance on when and how each method should be used. The related Web site for the series (www.makingsenseofdata.com) provides a hands-on data analysis and data mining experience. Readers wishing to gain more practical experience will benefit from the tutorial section of the book in conjunction with the TraceisTM software, which is freely available online. With its comprehensive collection of advanced data mining methods coupled with tutorials for applications in a range of fields, Making Sense of Data II is an indispensable book for courses on data analysis and data mining at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals who are interested in learning how to accomplish effective decision making from data and understanding if data analysis and data mining methods could help their organization.

Mining Massive Data Sets for Security

Mining Massive Data Sets for Security
Author: Françoise Fogelman-Soulié
Publsiher: IOS Press
Total Pages: 377
Release: 2008-01-01
ISBN: 1586038982
Category: Computers
Language: EN, FR, DE, ES & NL

Mining Massive Data Sets for Security Book Excerpt:

The real power for security applications will come from the synergy of academic and commercial research focusing on the specific issue of security. Special constraints apply to this domain, which are not always taken into consideration by academic research, but are critical for successful security applications: large volumes: techniques must be able to handle huge amounts of data and perform 'on-line' computation; scalability: algorithms must have processing times that scale well with ever growing volumes; automation: the analysis process must be automated so that information extraction can 'run on its own'; ease of use: everyday citizens should be able to extract and assess the necessary information; and robustness: systems must be able to cope with data of poor quality (missing or erroneous data). The NATO Advanced Study Institute (ASI) on Mining Massive Data Sets for Security, held in Italy, September 2007, brought together around ninety participants to discuss these issues. This publication includes the most important contributions, but can of course not entirely reflect the lively interactions which allowed the participants to exchange their views and share their experience. The bridge between academic methods and industrial constraints is systematically discussed throughout. This volume will thus serve as a reference book for anyone interested in understanding the techniques for handling very large data sets and how to apply them in conjunction for solving security issues.

Symposium proceedings XV International symposium Symorg 2016

Symposium proceedings   XV International symposium Symorg 2016
Author: Ondrej Jaško,Sanja Marinković
Publsiher: University of Belgrade, Faculty of Organizational Sciences
Total Pages: 1520
Release: 2016-06-03
ISBN: 8676803269
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Symposium proceedings XV International symposium Symorg 2016 Book Excerpt:

Reverse Engineering the Mind

Reverse Engineering the Mind
Author: Florian Neukart
Publsiher: Springer
Total Pages: 383
Release: 2016-10-24
ISBN: 3658161760
Category: Computers
Language: EN, FR, DE, ES & NL

Reverse Engineering the Mind Book Excerpt:

Florian Neukart describes methods for interpreting signals in the human brain in combination with state of the art AI, allowing for the creation of artificial conscious entities (ACE). Key methods are to establish a symbiotic relationship between a biological brain, sensors, AI and quantum hard- and software, resulting in solutions for the continuous consciousness-problem as well as other state of the art problems. The research conducted by the author attracts considerable attention, as there is a deep urge for people to understand what advanced technology means in terms of the future of mankind. This work marks the beginning of a journey – the journey towards machines with conscious action and artificially accelerated human evolution.

IT Convergence and Security 2012

IT Convergence and Security 2012
Author: Kuinam J. Kim,Kyung-Yong Chung
Publsiher: Springer Science & Business Media
Total Pages: 1244
Release: 2012-12-12
ISBN: 940075860X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

IT Convergence and Security 2012 Book Excerpt:

The proceedings approaches the subject matter with problems in technical convergence and convergences of security technology. This approach is new because we look at new issues that arise from techniques converging. The general scope of the proceedings content is convergence security and the latest information technology. The intended readership are societies, enterprises, and research institutes, and intended content level is mid- to highly educated personals. The most important features and benefits of the proceedings are the introduction of the most recent information technology and its related ideas, applications and problems related to technology convergence, and its case studies and finally an introduction of converging existing security techniques through convergence security. Overall, through the proceedings, authors will be able to understand the most state of the art information strategies and technologies of convergence security.

Using R to Unlock the Value of Big Data Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop

Using R to Unlock the Value of Big Data  Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop
Author: Mark Hornick,Tom Plunkett
Publsiher: McGraw Hill Professional
Total Pages: 83
Release: 2013-06-14
ISBN: 0071826270
Category: Computers
Language: EN, FR, DE, ES & NL

Using R to Unlock the Value of Big Data Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop Book Excerpt:

The Oracle Press Guide to Big Data Analytics using R Cowritten by members of the Big Data team at Oracle, this Oracle Press book focuses on analyzing data with R while making it scalable using Oracle’s R technologies. Using R to Unlock the Value of Big Data provides an introduction to open source R and describes issues with traditional R and database interaction. The book then offers in-depth coverage of Oracle’s strategic R offerings: Oracle R Enterprise, Oracle R Distribution, ROracle, and Oracle R Connector for Hadoop. You can practice your new skills using the end-of-chapter exercises.