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Mining Sequential Patterns from Large Data Sets
ISBN: 9780387242460 / Angielski / Twarda / 163 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In many applications, e.g., bioinformatics, web access traces, system u- lization logs, etc., the data is naturally in the form of sequences. It has been of great interests to analyze the sequential data to find their inherent char- teristics. The sequential pattern is one of the most widely studied models to capture such characteristics. Examples of sequential patterns include but are not limited to protein sequence motifs and web page navigation traces. In this book, we focus on sequential pattern mining. To meet different needs of various applications, several models of sequential patterns...
In many applications, e.g., bioinformatics, web access traces, system u- lization logs, etc., the data is naturally in the form of sequences. It has b...
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cena:
390,87 zł |
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Privacy Preserving Data Mining
ISBN: 9780387258867 / Angielski / Twarda / 122 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Privacy preserving data mining implies the "mining" of knowledge from distributed data without violating the privacy of the individual/corporations involved in contributing the data. This volume provides a comprehensive overview of available approaches, techniques and open problems in privacy preserving data mining. Crystallizing much of the underlying foundation, the book aims to inspire further research in this new and growing area. Privacy Preserving Data Mining is intended to be accessible to industry practitioners and policy makers, to help inform future decision making and... Privacy preserving data mining implies the "mining" of knowledge from distributed data without violating the privacy of the individual/corporations... |
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390,87 zł |
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Sequence Data Mining
ISBN: 9780387699363 / Angielski / Twarda / 150 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers balanced coverage on data mining and sequence data analysis, allowing readers to access the state-of-the-art results in one place. Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Exa... |
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390,87 zł |
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Interactive and Dynamic Graphics for Data Analysis: With R and GGobi
ISBN: 9780387717616 / Angielski / Miękka / 188 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with static graphics and non-graphical computational methods. The area of int- active and dynamic data visualization emerged within statistics as part of research on exploratory data analysis in the late 1960s, and it remains an active subject of research today, as its use in practice continues to grow. It now makes substantial contributions within computer science as well, as part of the growing ?elds of information visualization and data mining,...
This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with...
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cena:
195,42 zł |
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Signal Processing Techniques for Knowledge Extraction and Information Fusion
ISBN: 9780387743660 / Angielski / Twarda / 344 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion. The book includes contributions presenting both novel algorithms and existing applications, emphasizing on-line processing of real-world data. Readers discover applications that solve biomedical, industrial, and environmental problems. This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed dire... |
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586,33 zł |
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Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms
ISBN: 9780387950488 / Angielski / Twarda / 254 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequential pattern discovery, and so forth. The book focuses on the last two previously listed activities. It provides a unified presentation of algorithms for association rule and sequential pattern discovery. For both mining problems, the presentation relies on the lattice structure of the search space. All algorithms are built as processes running on this structure. Proving their properties takes advantage of the mathematical properties of the...
Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequentia...
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cena:
390,87 zł |
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Understanding MySQL Internals: Discovering and Improving a Great Database
ISBN: 9780596009571 / Angielski / Miękka / 258 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Although MySQL's source code is open in the sense of being publicly available, it's essentially closed to you if you don't understand it. In this book, Sasha Pachev -- a former member of the MySQL Development Team -- provides a comprehensive tour of MySQL 5 that shows you how to figure out the inner workings of this powerful database. You'll go right to heart of the database to learn how data structures and convenience functions operate, how to add new storage engines and configuration options, and much more. The core of Understanding MySQL Internals begins... Although MySQL's source code is open in the sense of being publicly available, it's essentially closed to you if you don't understand it. In this b... |
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217,31 zł |
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Investigative Data Mining for Security and Criminal Detection
ISBN: 9780750676137 / Angielski / Miękka / 272 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat crime in the 21st century. It introduces security managers, law enforcement investigators, counter-intelligence agents, fraud specialists, and information security analysts to the latest data mining techniques and shows how they can be used as investigative tools. Readers will learn how to search public and private databases and networks to flag potential security threats and root out criminal activities even before they occur. The...
Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat c...
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cena:
299,97 zł |
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Knowledge Discovery for Business Information Systems
ISBN: 9780792372431 / Angielski / Twarda / 432 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Current database technology and computer hardware allow us to gather, store, access, and manipulate massive volumes of raw data in an efficient and inexpensive manner. In addition, the amount of data collected and warehoused in all industries is growing every year at a phenomenal rate. Nevertheless, our ability to discover critical, non-obvious nuggets of useful information in data that could influence or help in the decision making process, is still limited.
Knowledge discovery (KDD) and Data Mining (DM) is a new, multidisciplinary field that focuses on the overall process of... Current database technology and computer hardware allow us to gather, store, access, and manipulate massive volumes of raw data in an efficient and in...
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cena:
781,79 zł |
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High Performance Data Mining: Scaling Algorithms, Applications and Systems
ISBN: 9780792377450 / Angielski / Twarda / 106 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. High Performance Data Mining: Scaling Algorithms, Applications and Systems brings together in one place important contributions and up-to-date research results in this fast moving area.
High Performance Data Mining: Scaling Algorithms, Applications and Systems serves as an excellent reference, providing insight into some of the most challenging research issues in the field. High Performance Data Mining: Scaling Algorithms, Applications and Systems brings together in one place important contributions and ...
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cena:
390,87 zł |
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Data Mining Using Grammar Based Genetic Programming and Applications
ISBN: 9780792377467 / Angielski / Twarda / 214 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programming (GP) and Inductive Logic Programming (ILP) are two of the approaches for data mining. This book first sets the necessary backgrounds for the reader, including an overview of data mining, evolutionary algorithms and inductive logic programming. It then describes a framework, called GGP (Generic Genetic Programming), that integrates GP and ILP based on a formalism of logic grammars. The formalism is powerful enough to represent context-...
Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programmin...
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cena:
586,33 zł |
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Data Mining in Finance: Advances in Relational and Hybrid Methods
ISBN: 9780792378044 / Angielski / Twarda / 308 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data Mining in Finance presents a comprehensive overview of major algorithmic approaches to predictive data mining, including statistical, neural networks, ruled-based, decision-tree, and fuzzy-logic methods, and then examines the suitability of these approaches to financial data mining. The book focuses specifically on relational data mining (RDM), which is a learning method able to learn more expressive rules than other symbolic approaches. RDM is thus better suited for financial mining, because it is able to make greater use of underlying domain knowledge. Relational data mining...
Data Mining in Finance presents a comprehensive overview of major algorithmic approaches to predictive data mining, including statistical, ne...
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cena:
781,79 zł |
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Scalable High Performance Computing for Knowledge Discovery and Data Mining: A Special Issue of Data Mining and Knowledge Discovery Volume 1, No.4 (19
ISBN: 9780792380979 / Angielski / Twarda / 100 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Scalable High Performance Computing for Knowledge Discovery and Data Mining brings together in one place important contributions and up-to-date research results in this fast moving area.
Scalable High Performance Computing for Knowledge Discovery and Data Mining serves as an excellent reference, providing insight into some of the most challenging research issues in the field. Scalable High Performance Computing for Knowledge Discovery and Data Mining brings together in one place important contributions and...
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cena:
390,87 zł |
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Oracle Data Mining: Mining Gold from Your Warehouse
ISBN: 9780974448633 / Angielski / Miękka / 253 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Oracle experts know that data mining is one of the most complex and challenging areas of any data warehouse. In this concise book, Dr. Carolyn Hamm shares the secrets for success in data mining. Using proven techniques and approaches, Dr. Hamm explains how to perform complex predictive analysis without having a PhD in multivariate statistics. This indispensable book show how to glean hidden trends and correlations from terabytes of Oracle data, using proven tools such as SAS and ODM. Targeted at the data warehouse professional, Dr. Hamm explains the complex concepts in plain English and give...
Oracle experts know that data mining is one of the most complex and challenging areas of any data warehouse. In this concise book, Dr. Carolyn Hamm sh...
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cena:
182,34 zł |
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Data Mining for Design and Manufacturing: Methods and Applications
ISBN: 9781402000348 / Angielski / Twarda / 524 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data Mining for Design and Manufacturing: Methods and Applications is the first book that brings together research and applications for data mining within design and manufacturing. The aim of the book is 1) to clarify the integration of data mining in engineering design and manufacturing, 2) to present a wide range of domains to which data mining can be applied, 3) to demonstrate the essential need for symbiotic collaboration of expertise in design and manufacturing, data mining, and information technology, and 4) to illustrate how to overcome central problems in design and...
Data Mining for Design and Manufacturing: Methods and Applications is the first book that brings together research and applications for data ...
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cena:
586,33 zł |
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Applications of Data Mining in Computer Security
ISBN: 9781402070549 / Angielski / Twarda / 252 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security. Data mining has been loosely defined as the process of... Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, lo... |
cena:
390,87 zł |
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Information-Statistical Data Mining: Warehouse Integration with Examples of Oracle Basics
ISBN: 9781402076503 / Angielski / Twarda / 289 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. As computer technology becomes more powerful, it becomes possible to collect data at a level, by size and the level of extent that could not even be imagined just a few years ago. At the same time, it also offers a growing possibility of discovering intelligence from data through statistical techniques cornered as Exploratory Data Analysis (EDA). While EDA evolves to play a major role in the field of data mining, treatment for temporal spatial data remains a challenge. Information-Statistical Data Mining: Warehouse Integration with Examples of Oracle Basics will...
As computer technology becomes more powerful, it becomes possible to collect data at a level, by size and the level of extent that could not even be i...
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cena:
586,33 zł |
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Predictive Data Mining: A Practical Guide
ISBN: 9781558604032 / Angielski / Miękka / 228 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The potential business advantages of data mining are well documented in publications for executives and managers. However, developers implementing major data-mining systems need concrete information about the underlying technical principles--and their practical manifestations--in order to either integrate commercially available tools or write data-mining programs from scratch. This book is the first technical guide to provide a complete, generalized roadmap for developing data-mining applications, together with advice on performing these large-scale, open-ended analyses for real-world data...
The potential business advantages of data mining are well documented in publications for executives and managers. However, developers implementing maj...
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cena:
486,77 zł |
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Mining the Web: Discovering Knowledge from Hypertext Data
ISBN: 9781558607545 / Angielski / Twarda / 368 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Building on an initial survey of infrastructural issues--including Web crawling and indexing--Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. He then devotes the final part of the book to applications that unite infrastructure and analysis to bring machine learning to bear on systematically acquired and stored data. Here the focus is on results: the...
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body ...
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cena:
370,35 zł |
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Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing
ISBN: 9781584884576 / Angielski / Twarda / 280 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Pattern Recognition Algorithms for Data Mining covers the topic of data mining from a pattern recognition perspective. This unique book presents real life data sets from various domains, such as geographic information systems, remote sensing imagery, and population census, to demonstrate the use of innovative new methodologies. Classical approaches are covered along with granular computation by integrating fuzzy sets, artificial neural networks, and genetic algorithms for efficient knowledge discovery. The authors then compare the granular computing and rough fuzzy approaches with the more...
Pattern Recognition Algorithms for Data Mining covers the topic of data mining from a pattern recognition perspective. This unique book presents real ...
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cena:
678,21 zł |
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