Tinku Singh

According to our database, Tinku Singh authored at least 17 papers between 2021 and 2026.

Collaborative distances:

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

2026

An augmented ECG data based classification for arrhythmia using optimal feature set.

Mohammad Shahnawaz, Nikhil Kumawat, Tinku Singh, Satakshi, Manish Kumar

Health Inf. Sci. Syst., December, 2026

FedLBW: A loss-based weighting strategy for federated learning on non-IID data in wireless networks.

Majid Kundroo, Tinku Singh, Taehong Kim

Expert Syst. Appl., 2026

FedMeanStd: Federated Aggregation With Outliers Filtering.

Tinku Singh, Majid Kundroo, Taehong Kim

IEEE Access, 2026

2024

Lazy learning and sparsity handling in recommendation systems.

Suryanshi Mishra, Tinku Singh, Manish Kumar, Satakshi

Knowl. Inf. Syst., December, 2024

Sentiment analysis based distributed recommendation system.

Tinku Singh, Vinarm Rajput, Nikhil Sharma, Satakshi, Manish Kumar

Multim. Tools Appl., July, 2024

Multivariate time series short term forecasting using cumulative data of coronavirus.

Suryanshi Mishra, Tinku Singh, Manish Kumar, Satakshi

Evol. Syst., June, 2024

Distributed hyperparameter optimization based multivariate time series forecasting.

Tinku Singh, Ayush Sinha, Satakshi Singh, O. P. Vyas, Manish Kumar

Multim. Tools Appl., January, 2024

An efficient hybrid approach for forecasting real-time stock market indices.

Riya Kalra, Tinku Singh, Suryanshi Mishra, Satakshi, Naveen Kumar, Taehong Kim, Manish Kumar

J. King Saud Univ. Comput. Inf. Sci., 2024

2023

An efficient real-time stock prediction exploiting incremental learning and deep learning.

Tinku Singh, Riya Kalra, Suryanshi Mishra, Satakshi, Manish Kumar

Evol. Syst., December, 2023

Adaptive load balancing in cluster computing environment.

Tinku Singh, Shivam Gupta, Satakshi, Manish Kumar

J. Supercomput., November, 2023

Real-time traffic light violations using distributed streaming.

Tinku Singh, Vinarm Rajput, Satakshi, Umesh Prasad, Manish Kumar

J. Supercomput., May, 2023

Improved multi-class classification approach for imbalanced big data on spark.

Tinku Singh, Riya Khanna, Satakshi, Manish Kumar

J. Supercomput., April, 2023

Quality Assessment and Monitoring of River Water Using IoT Infrastructure.

Manish Kumar, Tinku Singh, Manish Kumar Maurya, Anubhav Shivhare, Ashwin Raut, Pramod Kumar Singh

IEEE Internet Things J., 2023

2021

A Methodological Review of Time Series Forecasting with Deep Learning Model: A Case Study on Electricity Load and Price Prediction.

Ayush Sinha, Tinku Singh, Ranjana Vyas, Manish Kumar, O. P. Vyas

Proceedings of the Machine Learning, Image Processing, Network Security and Data Sciences, 2021

Stock Market Prediction Using Ensemble Learning and Sentimental Analysis.

Tinku Singh, Siddhant Bhisikar, Satakshi, Manish Kumar

Proceedings of the Machine Learning, Image Processing, Network Security and Data Sciences, 2021

Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster.

Tinku Singh, Riya Khanna, Satakshi, Manish Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Fingerprint Identification using Modified Capsule Network.

Tinku Singh, Siddhant Bhisikar, Satakshi, Manish Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021