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Pratiyush Guleria

Observed names: Guleria Pratiyush, Guleria, Pratiyush, Pratiyush Guleria Guleria
ORCID: 0000-0002-5648-9226
Observed ORCID: 0000-0002-5648-9226
OpenAlex ID: A5006238068
Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling
2022 · Pratiyush Guleria, Manu Sood · Education and Information Technologies · 205
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XAI Framework for Cardiovascular Disease Prediction Using Classification Techniques
2022 · Pratiyush Guleria, Parvathaneni Naga Srinivasu, et al. · Electronics · 157
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Predicting student performance using decision tree classifiers and information gain
2014 · Pratiyush Guleria, Niveditta Thakur, et al. · International Conference on Parallel, Distributed and Grid Computing (PDGC) · 49
Empirical Study on Classifiers for Earlier Prediction of COVID-19 Infection Cure and Death Rate in the Indian States
2022 · Pratiyush Guleria, Shakeel Ahmed, et al. · Healthcare · 38
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Data Mining in Education : A Review on the Knowledge Discovery Perspective
2014 · Pratiyush Guleria, Manu Sood · International Journal of Data Mining & Knowledge Management Process · 36
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NLP-based clinical text classification and sentiment analyses of complex medical transcripts using transformer model and machine learning classifiers
2024 · Pratiyush Guleria · Neural Computing and Applications · 31
Diabetes prediction using Shapley additive explanations and DSaaS over machine learning classifiers: a novel healthcare paradigm
2023 · Pratiyush Guleria, Parvathaneni Naga Srinivasu, et al. · Multimedia Tools and Applications · 21
Classifying Educational Data Using Support Vector Machines: A Supervised Data Mining Technique
2016 · Guleria Pratiyush, Sood Manu · Indian Journal of Science and Technology · 18
Predicting student placements using Bayesian classification
2015 · Pratiyush Guleria, Manu Sood · International Conference on Image Information Processing (ICIIP) · 14
Intelligent Learning Analytics in Healthcare Sector Using Machine Learning
2020 · Pratiyush Guleria, Manu Sood · Learning and analytics in intelligent systems · 12
Big data analytics: Predicting academic course preference using hadoop inspired mapreduce
2017 · Pratiyush Guleria, Manu Sood · International Conference on Image Information Processing (ICIIP) · 9
Increasing quality of education using educational data mining
2014 · Pratiyush Guleria, Manish Arora, et al. · 9
Predictive Data Modeling: Educational Data Classification and Comparative Analysis of Classifiers Using Python
2018 · Pratiyush Guleria, Manu Sood · International Conference on Parallel, Distributed and Grid Computing (PDGC) · 8
Development and Usage of Software as a Service for a Cloud and Non-Cloud Based Environment- An Empirical Study
2012 · Pratiyush Guleria Guleria, Vikas Sharma, et al. · International Journal of Cloud Computing and Services Science (IJ-CLOSER) · 7
Blending Shapley values for feature ranking in machine learning: an analysis on educational data
2024 · Pratiyush Guleria · Neural Computing and Applications · 6
Artificial intelligence and machine learning for the healthcare sector
2022 · Pratiyush Guleria, Manu Sood · Elsevier eBooks · 6
Predictions on diabetic patient datasets using big data analytics and machine learning techniques
2022 · Pratiyush Guleria · Elsevier eBooks · 2
Intelligent Data Analysis Using Hadoop Cluster – Inspired MapReduce Framework and Association Rule Mining on Educational Domain
2020 · Pratiyush Guleria, Manu Sood · Wiley eBooks · 2
ACID Support and Fault-Tolerant Database Systems on Cloud:A Review
2012 · Pratiyush Guleria · 2
Interpretable learning models: an XAI-focused evaluation of classifier performance
2026 · Pratiyush Guleria · Neural Computing and Applications · 1
Big Data Analytics and Machine Learning Paradigm: Predictive Analytics in the Healthcare Sector
2021 · Pratiyush Guleria · Apple Academic Press eBooks · 1
A Convergence of Mining and Machine Learning: The New Angle for Educational Data Mining
2021 · Pratiyush Guleria, Manu Sood · Apple Academic Press eBooks · 1
Semantic IoT Interoperability and Data Analytics Using Machine Learning in Healthcare Sector
2021 · Pratiyush Guleria, Manu Sood · Studies in computational intelligence · 1
Big Data Analytics
2018 · Pratiyush Guleria, Manu Sood · Advances in computational intelligence and robotics book series · 1
Web-Based Data Mining Tools : Performing Feedback Analysis and Association Rule Mining
2015 · Pratiyush Guleria, Akshay Sharma, et al. · International Journal of Data Mining & Knowledge Management Process · 1
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Works count: 32
Citation count: 673
H-index: 11
I10-index: 11
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