DMCA. Copyrighted Work that you can Claim.
Base have 820 524 books.
Search: 


πŸ“™ Transparent Data Mining for Big and Small Data by Tania Cerquitelli β€” 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


Applied Data Mining for Business and Industry, Second Edition
Applied Data Mining for Business and Industry, Second Edition pdf free by Paolo Giudici, Silvia Figini(auth.)

The increasing availability of data in our current, information overloaded society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such dat...

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...

Applied Data Mining for Business and Industry
Applied Data Mining for Business and Industry free pdf by Paolo Giudici, Silvia Figini

The increasing availability of data in our current, information overloaded society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such dat...

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...

Data Mining for Design and Marketing
Data Mining for Design and Marketing free download by Yukio Ohsawa, Katsutoshi Yada

Data Mining for Design and Marketing shows how to design and integrate data mining tools into human thinking processes in order to make better business decisions, especially in designing and marketing products and systems. The expert contributors disc...

Data Mining for Biomedical Applications: PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings
Data Mining for Biomedical Applications: PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings free epub by Hon Nian Chua, Wing-Kin Sung, Limsoon Wong (auth.), Jinyan Li, Qiang Yang, Ah-Hwee Tan (eds.)

This book constitutes the refereed proceedings of the International Workshop on Data Mining for Biomedical Applications, BioDM 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006)...

Data Mining for Business Applications
Data Mining for Business Applications epub download 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...

Data Mining for Genomics and Proteomics: Analysis of Gene and Protein Expression Data (Wiley Series on Methods and Applications in Data Mining)
Data Mining for Genomics and Proteomics: Analysis of Gene and Protein Expression Data (Wiley Series on Methods and Applications in Data Mining) epub download by D. M. Dziuda

Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent...

Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies
Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies pdf free by Christopher Westphal

In 2004, the Government Accountability Office provided a report detailing approximately 200 government-based data-mining projects. While there is comfort in knowing that there are many effective systems, that comfort isn’t worth much unless we can determi...