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 ... [Read More]
From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an outstanding resource for anyone interested in the opportunities and challenges for the machine learning community in analyzing these data sets to answer questions of urgent societal interest…I hope that this book will inspire more computer scientists to focus on environmental applications, and Earth... [Read More]
Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques ... [Read More]
Easily Enter, Organize and Report InformationEnter and Print in Just 3 Easy Steps Step 1 Select a database. Choose from 20 databases including contacts, customers, friends, company data and home information. Or easily create a custom database. Step 2 Enter information. Import data from most popular databases or let the field names guide you through data entry. Easily sort and remove duplicates. Step 3 Print. View information in a report or output data to a label, envelope or card. Getting Organized Has Never Been So Simple Features:Formatted reports with every templateReport customization incl... [Read More]
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Get this as present for that guy or girl whose awesome DBA or SQL querying skills you admire. If you excel in juggling databases, workbooks, dashboards, templates this tee is for you. Structured Query Language is the most common form of programming whether you craft complex nested queries or code scripting language macros to do your sequel modeling. All gurus were dummies, beginners, greenhorns at some point. Whether they took an online course, watched tutorials or picked the skills up in the office, database SQL mastery has become invaluable to expert users. If you love crunching data this is... [Read More]
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This book discusses discrimination and privacy issues related to data mining and profiling practices, showing how access controls and anonymity fail to properly resolve concerns, and proposing new solutions based in design, transparency and
This book examines database research in biomedical applications, including management, organization, and integration of massive amounts of heterogeneous data; the semantic gap between high-level research questions and low-level data and privacy and
This, the 27th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of 12 papers presented at the Big Data and Technology for Complex Urban Systems symposium, held in Kauai,
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become
Data analysis forms the basis of many modes of research ranging from scientific discoveries to governmental findings. With the advent of machine intelligence and neural networks, extracting and modeling, approaching data has been unimpeachably altered.
The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become
This, the 28th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of six papers presented at the 26th International Conference on Database- and Expert-Systems Applications, DEXA 2015, held in
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