Kernel Based Algorithms for Mining Huge Data Sets (Studies in Computational Intelligence, #17)
by Te-Ming Huang, Vojislav Kecman, and Ivica Kopriva
This is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and the algorithms for mining huge data sets using support vector machines (SVMs) in an iterative way. It demonstrates how kernel based SVMs can be used for dimensionality reduction and shows the similarities and differences between the two most popular unsupervised techniques.
Business Process Management Workshops (Lecture Notes in Business Information Processing, #308)
This book constitutes revised papers from the eleven International Workshops held at the 15th International Conference on Business Process Management, BPM 2017, in Barcelona, Spain, in September 2017: BPAI 2017 – 1st International Workshop on Business Process Innovation with Artificial Intelligence; BPI 2017 – 13th International Workshop on Business Process Intelligence; BP-Meet-IoT 2017 – 1st International Workshop on Ubiquitous Business Processes Meeting Internet-of-Things; BPMS2 2017 – 10th W...
Oracle Built-In Packages
by Steven Feuerstein, Charles Dye, and John Beresniewicz
Oracle's built-in packages extend the power of the PL/SQL language in significant ways. This volume offers a comprehensive reference to all of Oracle's built-in packages, including the new packages available with Oracle 8. The diskette includes a tool that provides easy access to the many files of source code and documentation developed by the authors.
Python for Data Analysis (Machine Learning with Python, #2)
by Oliver R Simpson
Conformance Checking
by Josep Carmona, Boudewijn van Dongen, Andreas Solti, and Matthias Weidlich
This book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and analysing observed instances of a process in the presence of a model, independent of the model’s origin. Its goal is to provide an overview of the essential techniques and methods in this field at an i...
Fundamentals of Database Indexing and Searching
by Arnab Bhattacharya
Fundamentals of Database Indexing and Searching presents well-known database searching and indexing techniques. It focuses on similarity search queries, showing how to use distance functions to measure the notion of dissimilarity. After defining database queries and similarity search queries, the book organizes the most common and representative index structures according to their characteristics. The author first describes low-dimensional index structures, memory-based index structures, and hi...
Basic Concept of Data Mining
by Prof Raghvendra Kumar and Prof Ashish Kumar Upadhyay
This book provides a systematic introduction to linguistic aggregation operators, linguistic preference relations, and various models and approaches to multi-attribute decision making with linguistic information. Offers practical examples, tables and figures.
This SpringerBrief discusses the characteristics of spatiotemporal movement data, including uncertainty and scale. It investigates three core aspects of Computational Movement Analysis: Conceptual modeling of movement and movement spaces, spatiotemporal analysis methods aiming at a better understanding of movement processes (with a focus on data mining for movement patterns), and using decentralized spatial computing methods in movement analysis. The author presents Computational Movement Analys...
Hadoop and Oracle: The Why, When & How Guide
by Tom Plunkett, Bruce Nelson, and Brian MacDonald
This is a complete guide for understanding Oracle's approach to Hadoop and making the most of big data inside the Oracle ecosystem. Hadoop and Oracle: The Why, When & How Guide reveals best practices for leveraging Oracle Big Data Connectors and Oracle Big Data Appliance using Hadoop. It also offers the insider tips and techniques for those who implement enterprise installations without using emerging engineered systems. Oracle big data experts offer real-world scenarios for the most efficient a...
This book constitutes the refereed proceedings of the 22nd International Conference on Collaboration and Technology, CRIWG 2016, held in Kanazawa, Japan, in September 2016. The 10 revised full papers presented together with 3 work-in-progress papers werecarefully reviewed and selected from 27 submissions. The papers reflect the current diversity of collaborative computing research and its evolution and deal with topics such as group support, AR and 3D technology, wearable technology, intercultur...
Pattern Discovery Using Sequence Data Mining: Applications and Studies provides a comprehensive view of sequence mining techniques and presents current research and case studies in pattern discovery in sequential data by researchers and practitioners. This research identifies industry applications introduced by various sequence mining approaches.
Computer Vision and Internet of Things
Computer Vision and Internet of Things: Technologies and Applications explores the utilization of Internet of Things (IoT) with computer vision and its underlying technologies in different applications areas. Using a series of present and future applications – including business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health departments, and medical imaging – this book focuses on providing a detailed description of the uti...
Research and Advanced Technology for Digital Libraries (Lecture Notes in Computer Science, #6273)
In the 14 years since its ?rst edition back in 1997, the European Conference on Research and Advanced Technology for Digital Libraries (ECDL) has become the reference meeting for an interdisciplinary community of researchers and practitioners whose professional activities revolve around the theme of d- th ital libraries. This volume contains the proceedings of ECDL 2010, the 14 conference in this series, which, following Pisa (1997), Heraklion (1998), Paris (1999),Lisbon(2000),Darmstadt(2001),Ro...
In this handy, practical book you will cover each concept concisely, with many illustrative examples. You'll be introduced to several R data science packages, with examples of how to use each of them. In this book, you’ll learn about the following APIs and packages that deal specifically with data science applications: readr, dibble, forecasts, lubridate, stringr, tidyr, magnittr, dplyr, purrr, ggplot2, modelr, and more. After using this handy quick reference guide, you'll have the code, APIs,...
This book discusses the development of a theory of info-statics as a sub-theory of the general theory of information. It describes the factors required to establish a definition of the concept of information that fixes the applicable boundaries of the phenomenon of information, its linguistic structure and scientific applications. The book establishes the definitional foundations of information and how the concepts of uncertainty, data, fact, evidence and evidential things are sequential derivat...
Data Mining and Warehousing: Concepts, Methodologies, Tools and Applications provides a complete assembly of the research available in this emerging and increasingly important field of research. This multi-volume collection offers tools, designs and outcomes of the utilization of data mining and warehousing technologies, such as algorithms, concept lattices, multidimensional data, and online analytical processing.
BNAIC 2016: Artificial Intelligence (Communications in Computer and Information Science, #765)
This book contains a selection of the best papers that were presented at the 28th edition of the annual Benelux Conference on Artificial Intelligence, BNAIC 2016. The conference took place on November 10-11, 2016, in Hotel Casa 400 in Amsterdam. The conference was jointly organized by the University of Amsterdam and the Vrije Universiteit Amsterdam, under the auspices of the Benelux Association for Artificial Intelligence (BNVKI) and the Dutch Research School for Information and Knowledge System...