Rule Based Systems for Big Data

A Machine Learning Approach

AvHan Liu,Alexander Gegov

Häftad, Engelska, 2016

Del 13 i serien Studies in Big Data

1 101 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

1 101 kr

Skickas inom 10-15 vardagar

Beskrivning

The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented.

Produktinformation

Utgivningsdatum:2016-08-23
Mått:155 x 235 x 8 mm
Vikt:219 g
Format:Häftad
Språk:Engelska
Serie:Studies in Big Data
Antal sidor:121
Förlag:Springer International Publishing AG
ISBN:9783319370279

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Recensioner i media

“The text is easily readable and nicely organized, deploying gradually the most important aspects encountered in the theory and practice of rule-based systems. … the book is recommended to researchers and practitioners who wish to apply sound methods for understanding and exploiting their big data, and for those who plan to direct their research toward rule-based methodologies.” (Lefteris Angelis, Computing Reviews, computingreviews.com, May, 2016)

Innehållsförteckning

Introduction.- Theoretical Preliminaries.- Generation of Classification Rules.- Simplification of Classification Rules.- Representation of Classification Rules.- Ensemble Learning Approaches.- Interpretability Analysis.

Mer från samma författare

Nyhet

Think Big

Han Liu

Häftad

207 kr

Granular Computing Based Machine Learning

Han Liu, Mihaela Cocea

Inbunden

1 319 kr

Granular Computing Based Machine Learning

Han Liu, Mihaela Cocea

Häftad

1 319 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Han Liu

Inbunden

2 173 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Han Liu

Häftad

2 173 kr

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)

Ruidan Su, Yu-Dong Zhang, Han Liu

Inbunden

3 547 kr

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)

Ruidan Su, Yu-Dong Zhang, Han Liu

Häftad

3 547 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Yudong Zhang, Han Liu, Alejandro F Frangi

Inbunden

2 715 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Yudong Zhang, Han Liu, Alejandro F Frangi

Häftad

2 715 kr

Mer från samma serie

Deep Learning and Missing Data in Engineering Systems

Collins Achepsah Leke, Tshilidzi Marwala

Inbunden

1 584 kr

Ubiquitous Computing and Computing Security of IoT

N. Jeyanthi, Ajith Abraham, Hamid Mcheick

Inbunden

1 101 kr

Cloud Computing for Geospatial Big Data Analytics

Himansu Das, Rabindra K. Barik, Harishchandra Dubey, Diptendu Sinha Roy

Inbunden

1 795 kr

Introduction to Data

Francesco Corea

Inbunden

1 690 kr

High-Utility Pattern Mining

Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou, Bay Vo, Vincent S. Tseng

Inbunden

1 101 kr

Text Mining

Taeho Jo

Häftad

1 690 kr

Big Data for the Greater Good

Ali Emrouznejad, Vincent Charles

Häftad

1 632 kr

Data Science in Practice

Alan Said, Vicenç Torra

Häftad

1 429 kr

Learning from Data Streams in Evolving Environments

Moamar Sayed-Mouchaweh

Häftad

1 069 kr

Intelligent Methods and Big Data in Industrial Applications

Robert Bembenik, Łukasz Skonieczny, Grzegorz Protaziuk, Marzena Kryszkiewicz, Henryk Rybinski

Häftad

1 632 kr

Du kanske också är intresserad av

Rule Based Systems for Big Data

Han Liu, Alexander Gegov, Mihaela Cocea

Inbunden

1 101 kr

Granular Computing Based Machine Learning

Han Liu, Mihaela Cocea

Häftad

1 319 kr

Granular Computing Based Machine Learning

Han Liu, Mihaela Cocea

Inbunden

1 319 kr

Advances in Social Media Analysis

Mohamed Medhat Gaber, Mihaela Cocea, Nirmalie Wiratunga, Ayse Goker

Häftad

1 101 kr

Advances in Social Media Analysis

Mohamed Medhat Gaber, Mihaela Cocea, Nirmalie Wiratunga, Ayse Goker

Inbunden

1 101 kr

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)

Ruidan Su, Yu-Dong Zhang, Han Liu

Häftad

3 547 kr

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)

Ruidan Su, Yu-Dong Zhang, Han Liu

Inbunden

3 547 kr

Nyhet

Think Big

Han Liu

Häftad

207 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Yudong Zhang, Han Liu, Alejandro F Frangi

Inbunden

2 715 kr

Medical Imaging and Computer-Aided Diagnosis

Ruidan Su, Han Liu

Inbunden

2 173 kr