Improving the Accuracy by Comparing with CatBoost Classifier Algorithm over Multilayer Perceptron Classifier Algorithm for Predicting the Air Pollution. - Y. Pavan Kumar Naidu; M. Amanullah (ICCCNT, 2024)

Improving the Accuracy by Comparing the Gaussian Naive Bayes Algorithm and Logistic Regression for Predicting Hate Speech Recognition. - Yalam Venkata Sai Rohith; M. Amanullah (ICCCNT, 2024)

Categorization and Detection of Sound in Crime Environment using Machine Learning. - D. Sungeetha; Priya Sethuraman; A. Gnana Soundari; R. Dhanalakshmi; M. Amanullah; S. Pushpalatha (ICCCNT, 2024)

Energy-efficient and fault-tolerant routing mechanism for WSN using optimizer based deep learning model. - B. Swathi; M. Amanullah; S. A. Kalaiselvan (Sustain. Comput. Informatics Syst., 2024)

A novel cloud-assisted framework for consumer internet of things based on lanner swarm optimization algorithm in smart healthcare systems. - V. Arulkumar; M. Aruna; D. Prakash; M. Amanullah; K. Somasundaram; Rajendran Thavasimuthu (Multim. Tools Appl., 2024)

Traffic Prediction Using GPS Based Cloud Data Through RNN-LSTM-CNN Models: Addressing Road Congestion, Safety, and Sustainability in Smart Cities. - Selvan Chinnaiyan; R. Senthil Kumar; S. Iwin Thanakumar Joseph; P. Malin Bruntha; M. Amanullah; V. Arulkumar (SN Comput. Sci., 2025)

Enhanced smart weather prediction through advanced atmospheric analysis and forecasting techniques using binarized spiking neural networks. - M. Amanullah; Ananthajothi K; D. Divya (Knowl. Inf. Syst., 2025)