Del 978 i serien Advances in Intelligent Systems and Computing

Recent Advances on Soft Computing and Data Mining

Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020

Häftad, Engelska, 2019

AvRozaida Ghazali,Nazri Mohd Nawi,Mustafa Mat Deris,Jemal H. Abawajy

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This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies.

Produktinformation

Utgivningsdatum2019-12-05
Mått155 x 235 x 27 mm
Vikt750 g
FormatHäftad
SpråkEngelska
SerieAdvances in Intelligent Systems and Computing
Antal sidor481
FörlagSpringer Nature Switzerland AG
ISBN9783030360559

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Chapter 1: An Enhanced Model for Digital Reference Services (MDRS).- Chapter 2: Fuzzy Random Based Mean Variance Model For Agricultural Production Planning.- Chapter 3: Residual Neural Network vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition.- Chapter 4: Incorporating the Markov Chain Model in WBSN for Improving Patients’ Remote Monitoring Systems.- Chapter 5: Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification using VSD2014 Dataset.- Chapter 6: Header Based Email Spam Detection Framework Using Support Vector Machine (SVM) Technique.- Chapter 7: A Mechanism to Support Agile Frameworks Enhancing Reliability Assessment for SCS Development: A Case Study of Medical Surgery Departments.- Chapter 8: Link Bandwidth Recommendation for Indonesian E-Health Grid.- Chapter 9: Investigating the Optimal Parameterization of Deep Neural Network and Synthetic DataWorkflow for Imbalance Liver Disorder Dataset Classification.- Chapter 10: Genetic Algorithm Based Parallel K-Means Data Clustering Algorithm Using MapReduce Programming Paradigm on Hadoop Environment (GAPKCA).- Chapter 11: Android Botnet Detection by Classification Techniques.