Shalina Sultana Champa

Research Assistant

Arkansas State University

Graduate Student Researcher

9 pubs

Research Areas

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ORCID

OverviewAI-generated summary

Shalina Sultana Champa's research focuses on the integration of artificial intelligence (AI) and machine learning (ML) with business intelligence and data analytics to optimize operations and enhance decision-making, particularly within smart manufacturing and small to medium-sized enterprises (SMEs). Her work explores the design principles for equity-responsive generative AI, aiming to improve IT education and workforce upskilling. Champa also investigates AI-driven approaches for energy-efficient nanosensor networks through intelligent multi-layer routing frameworks.

Her publications include studies on unified AI and ML frameworks for decision support in smart manufacturing, the critical role of AI and business intelligence in driving innovation in manufacturing, and strategic deployment of data analytics and business intelligence tools to boost SME productivity. Champa has 9 total publications and collaborates with Richard S. Segall.

Metrics

Publications: 9

Selected Publications

Toward Trustworthy Health Digital Twins: A Proof-of-Concept Design and Validation Framework for Clinical Decision Support (2026)

DOI OpenAlex
Transforming E-Commerce Through AI: From Chatbots to Predictive Analytics (2026)

SSRN Electronic Journal DOI OpenAlex
Artificial Intelligence and Machine Learning Framework for Smart Manufacturing Optimization (2026)

International Journal of Artificial Intelligence DOI OpenAlex
Integrated Data Analytics, Business Intelligence, and Machine Learning Architecture for SMEs (2026)

International Journal of Business Analytics DOI OpenAlex
Design Principles for Equity-Responsive Generative AI in IT Education and Workforce Upskilling (2026)

SSRN Electronic Journal DOI OpenAlex
Intelligent Multi-Layer Routing Framework for Energy-Efficient Nanosensor Networks: An AI-Driven Approach (2026)

SSRN Electronic Journal DOI OpenAlex
A Unified AI and Machine Learning Framework for Decision Support and Operational Optimization in Smart Manufacturing (2026)

SSRN Electronic Journal DOI OpenAlex
AI and Business Intelligence Integration: A Critical Factor for Innovation in Manufacturing Industries (2025)

SSRN Electronic Journal DOI OpenAlex
The Effects of Globalization and Competitiveness on Strategic Management (2025)

American Journal of Industrial and Business Management DOI OpenAlex
The Effects of Globalization and Competitiveness on Strategic Management (2025)

SSRN Electronic Journal DOI OpenAlex