Pratiyush Guleria

According to our database, Pratiyush Guleria authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Interpretable learning models: an XAI-focused evaluation of classifier performance.

Pratiyush Guleria

Neural Comput. Appl., March, 2026

Parkinson's Disease Classification Using SHAP, LIME, and Fisher Score with XGBoost and White-Box Machine Learning Models: An Explainable AI Perspective.

Pratiyush Guleria

Informatica (Slovenia), 2026

2025

NLP-based clinical text classification and sentiment analyses of complex medical transcripts using transformer model and machine learning classifiers.

Pratiyush Guleria

Neural Comput. Appl., January, 2025

NLP based text classification using TF-IDF enabled fine-tuned long short-term memory: An empirical analysis.

Pratiyush Guleria, Jaroslav Frnda, Parvathaneni Naga Srinivasu

Array, 2025

2024

Blending Shapley values for feature ranking in machine learning: an analysis on educational data.

Pratiyush Guleria

Neural Comput. Appl., August, 2024

Diabetes prediction using Shapley additive explanations and DSaaS over machine learning classifiers: a novel healthcare paradigm.

Pratiyush Guleria, Parvathaneni Naga Srinivasu, M. Hassaballah

Multim. Tools Appl., April, 2024

2023

Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling.

Pratiyush Guleria, Manu Sood

Educ. Inf. Technol., January, 2023

2021

Semantic IoT Interoperability and Data Analytics Using Machine Learning in Healthcare Sector.

Pratiyush Guleria, Manu Sood

Proceedings of the Semantic IoT: Theory and Applications, 2021