Big Data Analytics : 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings / edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran.

Format:

Book

Contributor:

Roy, Partha Pratim, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13773

Language:

English

Subjects (All):

Data mining.

Machine learning.

Computers, Special purpose.

Social sciences--Data processing.

Social sciences.

Education--Data processing.

Education.

Data Mining and Knowledge Discovery.

Machine Learning.

Special Purpose and Application-Based Systems.

Computer Application in Social and Behavioral Sciences.

Computers and Education.

Local Subjects:

Data Mining and Knowledge Discovery.

Machine Learning.

Special Purpose and Application-Based Systems.

Computer Application in Social and Behavioral Sciences.

Computers and Education.

Physical Description:

1 online resource (282 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

This book constitutes the proceedings of the 10th International Conference on Big Data Analytics, BDA 2022, which took place in Hyderabad, India, in December 2022. The 7 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 36 submissions. The book also contains 4 keynote talks in full-paper length. The papers are organized in the following topical sections: Big Data Analytics: Vision and Perspectives; Data Science: Architectures; Data Science: Applications; Graph Analytics; Pattern Mining; Predictive Analytics in Agriculture.

Contents:

Big Data Analytics: Vision and Perspectives

Data Challenges and Societal Impacts – the case in favor of the Blueprint for an AI Bill of Rights

Big Data in Cognitive Neuroscience: Opportunities and Challenges

Data Science: Architectures

A Novel Feature Selection Based Text Classification using Multi-layer ELM

ARCORE: Software Requirements Dataset for Service Identification

Learning enhancement using Question-Answer generation for e-book using contrastive fine-tuned T5

Data Science: Applications

A Machine and Deep Learning Framework to Retain Customers based on their Lifetime Value

A Deep Learning based Approach to Automate Clinical Coding of Electronic Health Records

Determining the severity of Dementia using ensemble learning

A distributed ensemble machine learning technique for emotion classification from vocal cues

Graph Analytics. -Drugomics: Knowledge Graph & AI to Construct Physicians' Brain Digital Twin to Prevent Drug Side-effects and Patient Harm

Extremely Randomized Tree based Sentiment Polarity Classification on Online Product Reviews

Community Detection in Large Directed Graphs

Pattern Mining

FastTIRP: Efficient discovery of Time-Interval Related Patterns

Discovering Top-K Periodic Patterns in Temporal Databases

Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets

Predictive Analytics in Agriculture

A Data-driven, Farmer-oriented Agricultural Crop Recommendation Engine (ACRE)

Analyze the Impact of Weather Parameters for Crop Yield Prediction using Deep Learning

Analysis of Weather Condition based Reuse among Agromet Advisory: A Validation Study.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Roy, Partha Pratim Big Data Analytics

ISBN:

9783031240942

3031240944