DMCA. Copyrighted Work that you can Claim.
Base have 223 081 books.
Search: 


📙 Transparent Data Mining for Big and Small Data by Tania Cerquitelli — epub download


This book focuses on new and emerging data mining solutions that offer a greater level of transparency than existing solutions. Transparent data mining solutions with desirable properties (e.g. effective, fully automatic, scalable) are covered in the book. Experimental findings of transparent solutions are tailored to different domain experts, and experimental metrics for evaluating algorithmic transparency are presented. The book also discusses societal effects of black box vs. transparent approaches to data mining, as well as real-world use cases for these approaches.
As algorithms increasingly support different aspects of modern life, a greater level of transparency is sorely needed, not least because discrimination and biases have to be avoided. With contributions from domain experts, this book provides an overview of an emerging area of data mining that has profound societal consequences, and provides the technical background to for readers to contribute to the field or to put existing approaches to practical use.

About book:

About file:

  • File size: 6 819 268
  • Format: pdf


Security code:
Download button

Similar books results


Data Mining and Big Data: First International Conference, DMBD 2016, Bali, Indonesia, June 25-30, 2016. Proceedings
Data Mining and Big Data: First International Conference, DMBD 2016, Bali, Indonesia, June 25-30, 2016. Proceedings download pdf by Ying Tan, Yuhui Shi (eds.)

Data Mining and Big data: First International Conference, DMBD 2016, Bali, Indonesia, June 25-30, 2016. Proceedings (Lecture Notes in Computer Science)The LNCS volume LNCS 9714 constitutes the refereed proceedings of the International Conference on Data M...

Data Mining for Business Applications
Data Mining for Business Applications free pdf by Cao Longbing (auth.), Longbing Cao, Philip S. Yu, Chengqi Zhang, Huaifeng Zhang (eds.)

Data Mining for Business Applications presents state-of-the-art data mining research and development related to methodologies, techniques, approaches and successful applications. The contributions of this book mark a paradigm shift from "data-centered pat...

Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security
Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security free download by Hsinchun Chen, Edna Reid, Joshua Sinai, Andrew Silke, Boaz Ganor

Terrorism informatics has been defined as the application of advanced methodologies, information fusion and analysis techniques to acquire, integrate process, analyze, and manage the diversity of terrorism-related information for international and homelan...

A Practical Guide to Data Mining for Business and Industry
A Practical Guide to Data Mining for Business and Industry pdf free by Andrea Ahlemeyer-Stubbe, Shirley Coleman

Data mining is well on its way to becoming a recognized discipline in the overlapping areas of IT, statistics, machine learning, and AI. Practical Data Mining for Business presents a user-friendly approach to data mining methods, covering the typical uses...

Organizational Data Mining: Leveraging Enterprise Data Resources for Optimal Performance
Organizational Data Mining: Leveraging Enterprise Data Resources for Optimal Performance download pdf by Hamid R. Nemati, Christopher D. Barko, Hamid R. Nemati, Christopher D. Barko

Organizational Data Mining Authors : Hamid R. Nemati & Christopher D. Barko Copyright 2004 As it is stated by the authors, " the Organizational Data Mining is defined as leveraging Data Mining Tools and Technologies to enhance the decision-making proc...

Data Mining for Retail Website Design and Enhanced Marketing
Data Mining for Retail Website Design and Enhanced Marketing free download by Asem Omari

Data mining is considered as one of the most powerful technologies that participates greatly in helping companies in any industry to focus on the most important information in their data warehouses. In this book, we developed a new approach that measures ...

Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms
Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms pdf free by Jean-Marc Adamo (auth.)

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 prov...

Parallel data mining for very large relational databases
Parallel data mining for very large relational databases free download by Freitas A.A., Lavington S.H.

Data mining, or Knowledge Discovery in Databases (KDD), is of little benefit to commercial enterprises unless it can be carried out efficiently on realistic volumes of data. Operational factors also dictate that KDD should be performed within the context ...

Foundations and Novel Approaches in Data Mining
Foundations and Novel Approaches in Data Mining download pdf by Lawrence J. Mazlack (auth.), Professor Tsau Young Lin, Professor Setsuo Ohsuga, Dr. Churn-Jung Liau, Professor Xiaohua Hu (eds.)

Data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor” syndrome. Currently, application oriented engineers are only concerned with their immediate problems, which results in an ad hoc meth...

To Want to Learn: Insights and Provocations for Engaged Learning
To Want to Learn: Insights and Provocations for Engaged Learning epub download by Jackson Kytle (auth.)

When students are self-motivated, they work harder at learning even if resources are inadequate. This book argues that students and teachers waste time and energy because the curriculum rests on flawed mental models. Change requires theories of motivation...

The Global Resurgence of Religion and the Transformation of International Relations: The Struggle for the Soul of the Twenty-First Century
The Global Resurgence of Religion and the Transformation of International Relations: The Struggle for the Soul of the Twenty-First Century epub download by Scott M. Thomas (auth.)

This book is about the global resurgence of culture and religion in international relations, and how these social changes are transforming our understanding of International Relation theory, and the key policy-related issue areas in world politics. It is ...

Egypt and American Foreign Assistance 1952–1956: Hopes Dashed

Fictive Theories: Toward a Deconstructive and Utopian Political Imagination

Landing Votes: Representation and Land Reform in Latin America

After the Rescue: Jewish Identity and Community in Contemporary Denmark

Economic Sanctions and Presidential Decisions: Models of Political Rationality

Globalization, Women, and Health in the Twenty-First Century
Globalization, Women, and Health in the Twenty-First Century download pdf by IIona Kickbusch, Kari A. Hartwig, Justin M. List (eds.)

EntreMundos/AmongWorlds: New Perspectives on Gloria E. Anzaldúa
EntreMundos/AmongWorlds: New Perspectives on Gloria E. Anzaldúa free download by AnaLouise Keating (eds.)

A multidisciplinary investigation of the concepts, impact, and writings of contemporary cultural theorist and creative writer, Gloria Anzaldua. Her work has challenged and expanded previous views in American Studies, composition studies, cultural studies,...

Java Quick Syntax Reference
Java Quick Syntax Reference free pdf by Mikael Olsson

The Java Quick Syntax Reference is a condensed code and syntax reference to the Java programming language. It presents the essential Java syntax in a well-organized format that can be used as a handy reference. You won't find any technical jargon, bloate...