S. Appavu alias Balamurugan

37 papers Journal 31Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Hummingbird Optimization with Deep Learning Enabled Feature Reduction and Classification Approach for High Dimensional Data. Int. J. Pattern Recognit. Artif. Intell. D. Mahalakshmi, S. Appavu alias Balamurugan, M. Chinnadurai
2025	J	`jnl`	Hybrid key management WSN protocol to enhance network performance using ML techniques for IoT application in cloud environment. Peer Peer Netw. Appl. Raghini M, Selvam Durairaj, Sasikala S, S. Appavu alias Balamurugan
2024	J	`jnl`	A Novel Framework for Learning and Classifying the Imbalanced Multi-Label Data. Comput. Syst. Sci. Eng. P. K. A. Chitra, S. Appavu alias Balamurugan, S. Geetha, Seifedine Kadry, Jungeun Kim, Keejun Han
2024	J	`jnl`	A combined feature selector using Jaya and differential evolution to improve the classification accuracy for dataset of intrusion detection system. Int. J. Intell. Syst. Technol. Appl. S. Appavu alias Balamurugan, A. S. Karthik Kannan, Millie Pant
2024	J	`jnl`	A condensed hybrid feature selector for enhancing classifier performance using TOPSIS and improved Rao optimisation. Int. J. Bus. Intell. Data Min. A. S. Karthik Kannan, S. Appavu alias Balamurugan, Millie Pant
2024	J	`jnl`	AoDrA-Net: an approach to recommend crop for sustainable agriculture. Int. J. Bio Inspired Comput. P. Prabharani, S. Appavu alias Balamurugan, S. Sasikala
2023	—	`conf`	Human Resource Analytics: Leveraging Machine Learning for Employee Attrition Prediction. TDIT (1) K. Gopinath, S. Appavu alias Balamurugan
2022	J	`jnl`	Deep learning based fusion model for COVID-19 diagnosis and classification using computed tomography images. Concurr. Eng. Res. Appl. R. T. Subhalakshmi, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	A Customized Metaheuristic Approaches for Improving Supplier Selection in Intelligent Decision Making. IEEE Access A. S. Karthik Kannan, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	A Novel Software Package Selection Method Using Teaching-Learning Based Optimization and Multiple Criteria Decision Making. IEEE Trans. Engineering Management A. S. Karthik Kannan, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	A Novel Tuberculosis Prediction Model by Extracting Radiological Features Present in Chest X-ray Images Using Modified Discrete Grey Wolf Optimizer Based Segmentation. J. Medical Imaging Health Informatics J. Senthil Kumar, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	Analysis of Deep Learning Techniques for Tuberculosis Disease. SN Comput. Sci. J. Senthil Kumar, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	Automatic Segmentation and Classification of COVID-19 CT Image Using Deep Learning and Multi-Scale Recurrent Neural Network Based Classifier. J. Medical Imaging Health Informatics R. T. Subhalakshmi, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	Hybridized Model with Activity Load Adjusting and QOS for Wi-Fi Network System. Intell. Autom. Soft Comput. S. Praveen Kumar, S. Appavu alias Balamurugan, S. Kannan
2021	J	`jnl`	Multi-Tier Student Performance Evaluation Model (MTSPEM) with Integrated Classification Techniques for Educational Decision Making. Int. J. Comput. Intell. Syst. E. S. Vinoth Kumar, S. Appavu alias Balamurugan, S. Sasikala
2021	J	`jnl`	Statistical and Machine Learning Approaches for Clinical Decision on Drug Usage in Diabetes with Reference to Competence and Safeness. Int. J. Comput. Intell. Syst. S. Appavu alias Balamurugan, K. R. Saranya, S. Sasikala, G. Chinthana
2020	J	`jnl`	IDsMA: An integrated digital signature and mutual authentication mechanism for securing the cognitive radio networks. Int. J. Commun. Syst. S. Appavu alias Balamurugan, S. Senthil Kumar
2019	J	`jnl`	Multi label learning approaches for multi species avifaunal occurrence modelling: a case study of south eastern Tamil Nadu. Int. J. Bus. Intell. Data Min. S. Appavu alias Balamurugan, P. K. A. Chitra, S. Geetha
2018	J	`jnl`	An Efficient Feature Selection and Classification Using Optimal Radial Basis Function Neural Network. Int. J. Uncertain. Fuzziness Knowl. Based Syst. S. Appavu alias Balamurugan, S. Gilbert Nancy
2018	J	`jnl`	FIRA: focused information retrieval algorithm. Int. J. Bus. Intell. Data Min. N. Kalpana, S. Appavu alias Balamurugan
2017	J	`jnl`	A novel adaptive feature selector for supervised classification. Inf. Process. Lett. S. Sasikala, S. Appavu alias Balamurugan, S. Geetha
2016	J	`jnl`	A novel memetic algorithm for discovering knowledge in binary and multi class predictions based on support vector machine. Appl. Soft Comput. S. Sasikala, S. Appavu alias Balamurugan, S. Geetha
2015	J	`jnl`	An unsupervised feature selection algorithm with feature ranking for maximizing performance of the classifiers. Int. J. Autom. Comput. Danasingh Asir Antony Gnana Singh, S. Appavu alias Balamurugan, Epiphany Jebamalar Leavline
2013	J	`jnl`	A novel approach for effective web page classification. Int. J. Data Min. Model. Manag. J. Alamelu Mangai, V. Santhosh Kumar, S. Appavu alias Balamurugan
2013	—	`conf`	Performance Analysis of Transformation Methods in Multi-Label Classification. ICACNI P. K. A. Chitra, S. Appavu alias Balamurugan
2013	—	`conf`	Performance Tuning of PCA by CFS-Shapley Ensemble and Its Application to Medical Diagnosis. PReMI S. Sasikala, S. Appavu alias Balamurugan, S. Geetha
2013	—	`conf`	Prediction of Warning Level in Aircraft Accidents using Classification Techniques: An Empirical Study. ICACNI A. B. Arockia Christopher, S. Appavu alias Balamurugan
2013	—	`conf`	Predictive Data Mining Techniques for Forecasting Tamil Nadu Electricity Board (TNEB) Load Demand: An Empirical Study. ICACNI T. M. Usha, S. Appavu alias Balamurugan
2013	—	`conf`	RF-SEA-Based Feature Selection for Data Classification in Medical Domain. ICACNI S. Sasikala, S. Appavu alias Balamurugan, S. Geetha
2012	J	`jnl`	A novel feature selection framework for automatic web page classification. Int. J. Autom. Comput. J. Alamelu Mangai, V. Santhosh Kumar, S. Appavu alias Balamurugan
2011	J	`jnl`	NB Knowl. Based Syst. S. Appavu alias Balamurugan, Ramasamy Rajaram, S. Pramala, S. Rajalakshmi, C. Jeyendran, J. Dinesh Surya Prakash
2010	J	`jnl`	Improving decision tree performance by exception handling. Int. J. Autom. Comput. S. Appavu alias Balamurugan, S. Pramala, B. Rajalakshmi, Ramasamy Rajaram
2009	J	`jnl`	Effective and efficient feature selection for large-scale data using Bayes' theorem. Int. J. Autom. Comput. S. Appavu alias Balamurugan, Ramasamy Rajaram
2009	J	`jnl`	Effective solution for unhandled exception in decision tree induction algorithms. Expert Syst. Appl. S. Appavu alias Balamurugan, Ramasamy Rajaram
2008	J	`jnl`	Classification Methods in the Detection of New Suspicious Emails. J. Inf. Knowl. Manag. S. Appavu alias Balamurugan, G. Athiappan, M. Muthu Pandian, Ramasamy Rajaram
2008	J	`jnl`	Learning to classify threatening e-mail. Int. J. Artif. Intell. Soft Comput. S. Appavu alias Balamurugan, Ramasamy Rajaram
2007	J	`jnl`	Suspicious E-mail Detection via Decision Tree: A Data Mining Approach. J. Comput. Inf. Technol. S. Appavu alias Balamurugan, Ramasamy Rajaram