Jhimli Adhikari's Books

Data Analysis and Pattern Recognition in Multiple Databases

By: Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz

Write a review Read reviews Take a Quiz Solve Book Puzzle

Data Analysis and Pattern Recognition in Multiple Databases

By: Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz

Pattern recognition in data is a well known classical problem that falls under the ambit of data analysis. As we need to handle different data, the nature of patterns, their recognition and the types of data analyses are bound to change. Since the number of data collection channels increases in the recent time and becomes more diversified, many real-world data mining tasks can easily acquire multiple databases from various sources. In these cases, data mining becomes more challenging for several essential reasons. We may encounter sensitive data originating from different sources - those cannot be amalgamated. Even if we are allowed to place different data together, we are certainly not able to analyze them when local identities of patterns are required to be retained. Thus, pattern recognition in multiple databases gives rise to a suite of new, challenging problems different from those encountered before. Association rule mining, global pattern discovery and mining patterns of select items provide different patterns discovery techniques in multiple data sources. Some interesting item-based data analyses are also covered in this book. Interesting patterns, such as exceptional patterns, icebergs and periodic patterns have been recently reported. The book presents a thorough influence analysis between items in time-stamped databases. The recent research on mining multiple related databases is covered while some previous contributions to the area are highlighted and contrasted with the most recent developments.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

247

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3319034103

ISBN 13

9783319034102

Advances in Knowledge Discovery in Databases

By: Animesh Adhikari,Jhimli Adhikari

Write a review Read reviews Take a Quiz Solve Book Puzzle

Advances in Knowledge Discovery in Databases

By: Animesh Adhikari,Jhimli Adhikari

This book presents recent advances in Knowledge discovery in databases (KDD) with a focus on the areas of market basket database, time-stamped databases and multiple related databases. Various interesting and intelligent algorithms are reported on data mining tasks. A large number of association measures are presented, which play significant roles in decision support applications. This book presents, discusses and contrasts new developments in mining time-stamped data, time-based data analyses, the identification of temporal patterns, the mining of multiple related databases, as well as local patterns analysis.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

377

Publisher

Springer

Published Date

ISBN 10

3319132121

ISBN 13

9783319132129

Data Analysis and Pattern Recognition in Multiple Databases

By: Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz

Write a review Read reviews Take a Quiz Solve Book Puzzle

Data Analysis and Pattern Recognition in Multiple Databases

By: Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

247

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3319034103

ISBN 13

9783319034102

Advances in Knowledge Discovery in Databases

By: Animesh Adhikari,Jhimli Adhikari

Write a review Read reviews Take a Quiz Solve Book Puzzle

Advances in Knowledge Discovery in Databases

By: Animesh Adhikari,Jhimli Adhikari

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

377

Publisher

Springer

Published Date

ISBN 10

3319132121

ISBN 13

9783319132129

Book's by Jhimli Adhikari

Data Analysis and Pattern Recognition in Multiple Databases

Data Analysis and Pattern Recognition in Multiple Databases

Advances in Knowledge Discovery in Databases

Advances in Knowledge Discovery in Databases

Data Analysis and Pattern Recognition in Multiple Databases

Data Analysis and Pattern Recognition in Multiple Databases

Advances in Knowledge Discovery in Databases

Advances in Knowledge Discovery in Databases

Username

Password

Username

Password

Password again

Birthday

Email