default author photo

Shalmali Patil

University of Texas at Dallas

800 W Campbell Rd

Richardson, TX 75080

United States

SCHOLARLY PAPERS

11

DOWNLOADS

809

TOTAL CITATIONS

2

Scholarly Papers (11)

1.

Artificial Intelligence Models for Fraud Detection: Advancements, Challenges, and Future Prospects

International Journal of Global Innovations and Solutions (IJGIS), 2024[10.21428/e90189c8.6d8ab5f6]
Number of pages: 6 Posted: 31 Jan 2025
Shalmali Patil and Nilesh Jain
University of Texas at Dallas and Independent
Downloads 168 (451,954)

Abstract:

Loading...

fraud detection, artificial intelligence, machine learning, deep learning, hybrid models, anomaly detection, supervised learning, neural networks, graph neural networks, data privacy, scalability

2.

Proactive CRM: Predicting Customer Behavior And Churn Using Machine Learning Models

International Journal of Data Science Research and Development (IJDSRD) Volume 2, Issue 1, January-December 2023, pp. 61-74, Article ID: IJDSRD_02_01_007
Number of pages: 14 Posted: 30 Jan 2025
Shalmali Patil and Abdul Sajid Mohammad
University of Texas at Dallas and Microsoft Corporation
Downloads 144 (621,896)

Abstract:

Loading...

Predictive CRM, Churn Prediction, Explainable AI, Customer Behavior Modeling, Machine Learning, Deep Learning, Customer Segmentation, Personalized Marketing, Real-Time Analytics, Cloud-Computing, Data Analytics

3.

An Overview of Gaming Peripheral and Gadgets and its Effect on Gaming Performance

Number of pages: 17 Posted: 27 Jan 2025
Shalmali Patil and Pradeep Chintale
University of Texas at Dallas and SEI Investments Company
Downloads 133 (596,393)

Abstract:

Loading...

Virtual reality, Gaming, Game controllers, Virtual experience, Olfactory display

4.

Trend Amplification or Suppression: The Dual Role of AI in Influencing Viral Content

International Journal of Global Innovations and Solutions (IJGIS), 2024[10.21428/e90189c8.361bcc7f]
Number of pages: 12 Posted: 31 Jan 2025
Shalmali Patil and Sukanya Konatam
University of Texas at Dallas and Independent
Downloads 129 (565,439)

Abstract:

Loading...

AI Governance, Social Media Algorithms, Ethical AI, Explainable AI (XAI), Algorithmic Bias, User Empowerment, Regulatory Frameworks, Accountability, Transparency

5.

Social Recommender System by embedding Social Regularization

Pagare, R., & Patil, S. A. (2014). Social recommender system by embedding social regularization. In 2014 IEEE International Advance Computing Conference (IACC) (pp. 471–476). IEEE. https://doi.org/10.1109/IAdCC.2014.6779370
Number of pages: 6 Posted: 15 Jan 2025
Shalmali Patil and Reena Pagare
University of Texas at Dallas and MAEER’s MIT College of Engineering
Downloads 55 (1,031,043)
Citation 2

Abstract:

Loading...

Recommender System, Collaborative Filtering., Social Networks, Social Regularization

6.

Investigating the Optimal Cloud Computing Infrastructure for Training Large-Scale Generative Models

International Journal For Multidisciplinary Research, volume 4, issue 6, 2022[10.36948/ijfmr.2022.v04i06.30908]
Number of pages: 8 Posted: 30 Jan 2025
Shalmali Patil and Abdul Sajid Mohammad
University of Texas at Dallas and Microsoft Corporation
Downloads 49 (1,086,013)

Abstract:

Loading...

Generative AI, Cloud Computing, Scalable, Distributed Computing, GPU Acceleration, TPU Pods, Federated Learning, Energy-Efficient Computing, Cost Optimization, AI Infrastructure, Data Security, Sustainability AI, Machine Learning

7.

Predictive Revenue Modeling for New Market Segments Using Data Fusion and Big Data Analytics

International Journal of Science and Research (IJSR), volume 12, issue 2, 2023[10.21275/SR230215131505]
Number of pages: 7 Posted: 29 Jan 2025
Shalmali Patil and Abdul Sajid Mohammad
University of Texas at Dallas and Microsoft Corporation
Downloads 38 (1,222,651)

Abstract:

Loading...

Predictive revenue modeling, data fusion, big data analytics, machine learning, data validation, customer segmentation, revenue forecasting, market segmentation, data integration, scalability, business intelligence

8.

Use of Social Regularization to Enhance Social Recommender System

Number of pages: 5 Posted: 23 Jan 2025
Shalmali Patil
University of Texas at Dallas
Downloads 38 (1,222,651)

Abstract:

Loading...

Recommender System, Collaborative Filtering, Social Network, Social Regularization

9.

Enhanced Hybrid Recommender System Using Social Friend Network

INTERNATIONAL JOURNAL OF MANAGEMENT & INFORMATION TECHNOLOGY, volume 10, issue 4, 2014[10.24297/ijmit.v10i4.627]
Number of pages: 9 Posted: 29 Jan 2025
Shalmali Patil and Reena Pagare
University of Texas at Dallas and MAEER’s MIT College of Engineering
Downloads 34 (1,263,436)

Abstract:

Loading...

Collaborative Filtering, Recommender System, Social Networks

10.

Guardians of Trust: AI and Data Leading the Charge Against Insurance Fraud

Number of pages: 7 Posted: 02 Mar 2026
Ernst & Young, EY (Ernst & Young), University of Texas at Dallas, Microsoft and EY (Ernst & Young)
Downloads 21 (1,448,301)

Abstract:

Loading...

Financial Fraud, Insurance Fraud, Artificial Intelligence, Machine Learning, Fraud Detection And Prevention, Supervised Learning, Confusion Matrix, Deep Learning, Unsupervised Learning, Ensemble Methods, Feature Extraction, Auto Insurance

11.

Study of Collaborative Filtering Recommendation Algorithm - Scalability Issue

International Journal of Computer Applications, volume 67, issue 25, 2013[10.5120/11742-7305]
Posted: 30 Jan 2025
Reena Pagare and Shalmali Patil
MAEER’s MIT College of Engineering and University of Texas at Dallas

Abstract:

Loading...

Recommender System, Collaborative Filtering, Scalability.ifx, machine learning