1st Edition

Intelligent Business Analytics Harnessing the Power of Soft Computing for Data-Driven Insights

307 Pages 23 Color & 69 B/W Illustrations
by Auerbach Publications

307 Pages 23 Color & 69 B/W Illustrations
by Auerbach Publications

This book explores the transformative role of soft computing methods in increasing business analytics, providing a comprehensive look into how these advanced methods can be applied to complex business data for meaningful insights. Through the integration of neural network, fuzzy logic, genetic algorithms, artificial intelligence, machine learning, deep learning, and other innovative approaches,... Read more

Chapter 1 Soft Computing Paradigms: A Gateway to Intelligent Data Analysis

Pawan Whig, Siva Subrahmanyam Balantrapu, Nikhitha Yathiraju, Anupriya Jain, and Seema Sharma

Chapter 2 An Overview of Prophesying Line of Work through Networks and Deep Learning

Debashree Chakravarty, Ipseeta Satpathy, Vishal Jain, and B.C.M. Patnaik

Chapter 3 Machine Learning- Based Market Segmentation with Data Mining for Proficient Data- Driven Business

Harshitha Aparna, Y.V. Sai Bhavana, C. Gururaj, and Aditi N. Nandi

Chapter 4 Versatility of Neural Networks in Business Data Analytics: Comprehensive Review and Future Directions

Bhupinder Singh and Christian Kaunert

Chapter 5 Neural Networks and Deep Learning in Predictive Modeling

Manoj Kumar Mahto, Durgesh Srivastava, and Santosh Kumar Srivastava

Chapter 6 Swarm Intelligence in Customer Segmentation

Reeta Mishra, Padmesh Tripathi, Bhanumati Panda, and Nitendra Kumar

Chapter 7 Data- Driven Insights for Decision- Making in the Stock Market by Using Meta- Analyses

Mani Jindal, Ramji Nagariya, Vijayalaxmi Rajendran, Durgansh Sharma, Akhilesh Tiwari, and Sunny Joseph

Chapter 8 Hybrid Soft Computing Approaches for Business Recommendation142

Sushil Kumar Maurya, Uusha Patel, Nirmal Sharma, Sameera Iqbal, Shweta Rai, and Surya Kant Pal

Chapter 9 Enhancing Personalized Brand Recommendations through Machine Learning- Driven Analysis of User Behavior and Brand Interaction

V. Thamilarasi, G. Sivaraman, R. Harihara Krishnan, S. K. Kavitha, and P. Pushpa

Chapter 10 Advanced Visualization Techniques for Soft Computing Results

Reeta Mishra, Padmesh Tripathi, Vishwanath Jha, and Ravindra Kumar

Chapter 11 Embroilment of Deep Learning in Business Analytics for Sustainable Growth

Ravi Prakash Chaturvedi, Annu Mishra, Sameer Asthana, Mayank Parashar, and Poorva Nayyar

Chapter 12 Application of Soft Computing in Business Analytics: A Journey into Intelligent Data Insights

Ankita Nayak, Ipseeta Satpathy, and Vishal Jain

Chapter 13 Applications of Deep Learning Techniques in Businesses: Challenges and Opportunities for Data Integration

Pallavi Sharda Garg, Archana Singh, and Samarth Sharma

Chapter 14 Harnessing Artificial Emotional Intelligence for the Improvement of Teaching Learning Process in Digital Classroom

Kamini Kanchan and Santanu Modak

Chapter 15 Education and Training Revolution: A Review on AR, VR, and IoT Integration in Educational Perspective

Vimala Govindaraju and Dhanabalan Thangam

Chapter 16 Leveraging Artificial Intelligence and Machine Learning for Enhancing Financial Inclusion Opportunities, Challenges, and Ethical Considerations

Lakhwinder Kaur Dhillon and Sanjeev Bansal

Biography

Nitendra Kumar, PhD, is an assistant professor at the Amity Business School, Amity University, Noida, India.

Lakhwinder Kaur Dhillon, PhD, is an associate professor and specialized faculty member in corporate finance, strategic financial management, accounting for managers and international finance and Forex management at Amity University, Uttar Pradesh, India.

Mridul Dharwal, PhD, is a professor of economics in the Management Department, School of Business Studies, Sharda University, Uttar Pradesh, India.

Elena V. Korchagina, PhD, is a professor at Peter the Great St. Petersburg Polytechnic University, Institute of Industrial Management, Economics and Trade, St. Petersburg, Russia.

Vishal Jain, PhD, is an associate professor at Sharda University, Uttar Pradesh, India.