Applied Advanced Analytics

Edited by Arnab Kumar Laha ()

in Springer Proceedings in Business and Economics from Springer

Date: 2021
ISBN: 978-981-33-6656-5
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Chapters in this book:

Machine Learning for Streaming Data: Overview, Applications and Challenges

Shikha Verma

Binary Prediction

Arnab Kumar Laha

Reliability Shock Models: A Brief Excursion

Murari Mitra and Ruhul Ali Khan

Explainable Artificial Intelligence Model: Analysis of Neural Network Parameters

Sandip Kumar Pal, Amol A. Bhave and Kingshuk Banerjee

Style Scanner—Personalized Visual Search and Recommendations

Abhishek Kushwaha, Saurav Chakravorty and Paulami Das

Artificial Intelligence-Based Cost Reduction for Customer Retention Management in the Indian Life Insurance Industry

Sanjay Thawakar and Vibhu Srivastava

Optimization of Initial Credit Limit Using Comprehensive Customer Features

Shreya Piplani and Geetika Bansal

Mitigating Agricultural Lending Risk: An Advanced Analytical Approach

Aditi Singh and Nishtha Jain

Application of Association Rule Mining in a Clothing Retail Store

Akshay Jain, Shrey Jain and Nitin Merh

Improving Blast Furnace Operations Through Advanced Analytics

Rishabh Agrawal and R. P. Suresh

Food Index Forecasting

Kalyani Dacha, Ramya Cherukupalli and Abir Sinha

Implementing Learning Analytic Tools in Predicting Students’ Performance in a Business School

R. Sujatha and B. Uma Maheswari

An Optimal Response-Adaptive Design for Multi-treatment Clinical Trials with Circular Responses

Taranga Mukherjee, Rahul Bhattacharya and Atanu Biswas

Stochastic Comparisons of Systems with Heterogeneous Log-Logistic Components

Shyamal Ghosh, Priyanka Majumder and Murari Mitra

Stacking with Dynamic Weights on Base Models

Biswaroop Mookherjee and Abhishek Halder

The Effect of Infrastructure and Taxation on Economic Growth: Insights from Middle-Income Countries

Rudra P. Pradhan

Response Prediction and Ranking Models for Large-Scale Ecommerce Search

Seinjuti Chatterjee, Ravi Shankar Mishra, Sagar Raichandani and Prasad Joshi

Connectedness of Markets with Heterogeneous Agents and the Information Cascades

Avijit Ghosh, Aditya Chourasiya, Lakshay Bansal and Abhijeet Chandra

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DOI: 10.1007/978-981-33-6656-5

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