Keyword:XGBoost

Publications
Performance Analysis of Parallel Programs with RAPIDS as a Framework of Execution Seyi Ogunji, Moises Sanchez Adame, Oscar Montiel Ross and Juan Tapia In:Proceedings of 3rd International Workshop on Mathematical Modeling and Scientific Computing
An Analysis of Performance and Dataset Dynamics in the Early Detection of Cardiovascular Diseases Kartikaaditya Sirigeri, Divya Teja Reddy Tadi, Sahukar Reshmi Panda, Sanjay Vardhan Padala and Sarath S In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
Comparative Analysis of XGBoost and Random Forest in Predicting the Success of Trainees in the Technical Intern Training Program (TITP) Syaban Maulana, Nenden Siti Fatonah, Gerry Firmansyah and Agung Mulyo Widodo EasyChair Preprint 15876
Analysis of Prediction Model for Repayment Ability of Loan Funds Using XGBoost and Neural Network in Technical Internship Training Programs in Japan Mohammad Roffi Suhendry, Gerry Firmansyah, Nenden Siti Fatonah and Agung Mulyo Widodo EasyChair Preprint 15866
Hybrid Deep Learning Approach for Load Profile Prediction Fatema Tamanna, K. M. Merajul Arefin, Md. Abdul Masud and Md. Samsuzzaman EasyChair Preprint 15831
Comparative Analysis of Machine Learning Algorithms for Heart Disease Prediction Using CDC and BRFSS Data: a Focus on Oversampling and Ensemble Techniques. Ridwan Amokun, Taofik Arowolo and John Eke EasyChair Preprint 15706
Comparative Analysis of Machine Learning Models for Phishing Website Detection Using URL and Web Features Riduana Adneen Adrita Adneen Adrita, Md Mahenur Islam and Md Sabiul Islam EasyChair Preprint 15682
Drop Trailer Forecasting in Volatile Networks: an Innovative Approach Alex Carroll and Troy Egar EasyChair Preprint 13101
SecureCloud Guardian: Machine Learning-Driven Privilege Escalation Detection and Mitigation for Cloud Environments Shumadhar Reddy Seelam, Sai Vara Prasad Reddy Pulagurla, Naga Aravind Kundeti and M Shobana EasyChair Preprint 13083
Prediction of Rainfall Using Machine Learning Technique Akula Natesh, Godugu Naveen Kumar, Kusha Sriniketh, Chakrala Krishnasagar and Aurgyadip Kundhu EasyChair Preprint 12662
Maximizing Cloud Resource Utility: Region-Adaptive Optimization via Machine Learning-Informed Spot Price Predictions Kavita Srivastava and Manisha Agarwal EasyChair Preprint 11658
Business Intelligence & Data Visualization for the Assessment of the Economic Situation Based on SVM & K-NN Mohamed-Ali Ksouri and Sameh Souli EasyChair Preprint 10874
Robust Machine Learning Technique for Detection and Classification of Spam Mails B Aruna Kumari and C Nagaraju EasyChair Preprint 10478
Aircraft Accident Prediction Using Machine Learning Classification Algorithms Rade Kačar, Darko Ćulibrk, Olja Čokorilo and Petar Mirosavljević EasyChair Preprint 10474
Review of Machine Learning Techniques for Cryptocurrency Price Prediction Shubham Bhattad, Stefin Sunnymon, Dallas Vaz and Chhaya Dhavale EasyChair Preprint 10190
Book Recommendation System Using Machine Learning Anant Duhan and N Arunachalam EasyChair Preprint 10012
Enhancing the Vertical Accuracy of Copernicus Digital Elevation Model Using Tree-Based Machine Learning Models Chukwuma Okolie, Jon Mills, Adedayo Adeleke and Julian Smit EasyChair Preprint 9579
Flight Delay Prediction Based on Gradient Boosting Ensemble Models Rahemeen Khan, Salas Akbar and Tooba Zahid EasyChair Preprint 8511
Prediction of Covid-19 Severity Level Using XGBoost Algorithm: a Machine Learning Approach Based on SIR Epidemical Model Labeba Tahsin and Shaily Roy EasyChair Preprint 6097
Analysis of various health parameters for early and efficient prediction of sepsis Abhishek Parashar, Yukti Mohan and Neeru Rathee EasyChair Preprint 4795
The Prediction of Diabetes in Pima Indian Women Mellitus Based on XGBOOST Ensemble Modeling Using Data Science Dasari Bhulakshmi and Glory Gandhi EasyChair Preprint 2864
Effective Machine Learning Based Format Selection and Performance Modeling for SpMV on GPUs Israt Nisa, Charles Siegel, Aravind Sukumaran Rajam, Abhinav Vishnu and P Sadayappan EasyChair Preprint 388