Computer Science & Engineering

Data Mining and Knowledge Discovery

Per Page:
Sort:

Data Science and Analytics with Python

Featured

Jesus Rogel-Salazar
June 16, 2017

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main concepts used in data science using tools developed in Python, such as SciKit-learn, Pandas, Numpy, and o...

Data Science and Analytics with Python

Jesus Rogel-Salazar
June 16, 2017

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main concepts used in data science using tools developed in Python, such as SciKit-learn, Pandas, Numpy, and...

Computational Intelligence Applications in Business Intelligence and Big Data Analytics

Vijayan Sugumaran, Arun Kumar Sangaiah, Arunkumar Thangavelu
June 12, 2017

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case studies and...

Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition

Bruce Ratner
June 01, 2017

The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. is a compilation of new and creative...

Big Data Management and Processing

Kuan-Ching Li, Hai Jiang, Albert Y. Zomaya
May 25, 2017

From the Foreword: "Big Data Management and Processing is [a] state-of-the-art book that deals with a wide range of topical themes in the field of Big Data. The book, which probes many issues related to this exciting and rapidly growing field, covers processing, management, analytics, and...

Statistical Methods for the Study of Undeciphered Lanquages

Ronojoy Adhikari
May 15, 2017

This book presents an overview of the state of the art in the application of unsupervised algorithms to the study of undeciphered scripts. It shows how these algorithms can be applied to the Indus script, which is a major undeciphered script of the ancient world. The author explains how modern...

NoSQL: Database for Storage and Retrieval of Data in Cloud

Ganesh Chandra Deka
May 04, 2017

This book discusses the advanced databases for the cloud-based application known as NoSQL. It will explore the recent advancements in NoSQL database technology. Chapters on structured, unstructured and hybrid databases will be included to explore bigdata analytics, bigdata storage and processing....

Mining Multimedia Documents

Wahiba Ben Abdessalem Karaa, Nilanjan Dey
April 26, 2017

The information age has led to an explosion in the amount of information available to the individual and the means by which it is accessed, stored, viewed, and transferred. In particular, the growth of the internet has led to the creation of huge repositories of multimedia documents in a diverse...

Actionable Intelligence in Healthcare

Jay Liebowitz, Amanda Dawson
April 25, 2017

This book shows healthcare professionals how to turn data points into meaningful knowledge upon which they can take effective action. Actionable intelligence can take many forms, from informing health policymakers on effective strategies for the population to providing direct and predictive insights...

Data Mining: Theories, Algorithms, and Examples

Nong Ye
March 29, 2017

New technologies have enabled us to collect massive amounts of data in many fields. However, our pace of discovering useful information and knowledge from these data falls far behind our pace of collecting the data. Data Mining: Theories, Algorithms, and Examples introduces and explains a...

Data Analytics for Internal Auditors

Richard E. Cascarino
March 15, 2017

There are many webinars and training courses on Data Analytics for Internal Auditors, but no handbook written from the practitioner’s viewpoint covering not only the need and the theory, but a practical hands-on approach to conducting Data Analytics. The spread of IT systems makes it necessary that...

Data-Intensive Science

Terence Critchlow, Kerstin Kleese van Dam
March 08, 2017

Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers,...

The Analytics Process: Strategic and Tactical Steps

Eduardo Rodriguez
February 02, 2017

This book is about the process of using analytics and the capabilities of analytics in today’s organizations. Cutting through the buzz surrounding the term analytics and the overloaded expectations about using analytics, the book demystifies analytics with an in-depth examination of concepts...

Conferences

Year: