Sikder Tahsin Al-Amin

According to our database, Sikder Tahsin Al-Amin authored at least 13 papers between 2016 and 2022.

Collaborative distances:

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

2022

Incremental and accurate computation of machine learning models with smart data summarization.

Sikder Tahsin Al-Amin, Carlos Ordonez

J. Intell. Inf. Syst., 2022

A Different VIM: Visualizing Incremental Machine Learning.

Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Discovering Similar Spike Patterns in High Dimensional Biomedical Signals.

Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Efficient machine learning on data science languages with parallel data summarization.

Sikder Tahsin Al-Amin, Carlos Ordonez

Data Knowl. Eng., 2021

Fast Machine Learning in Data Science with a Comprehensive Data Summarization.

Sikder Tahsin Al-Amin, Carlos Ordonez

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization.

Sikder Tahsin Al-Amin, Carlos Ordonez

Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

Extending the R Language with a Scalable Matrix Summarization Operator.

Sikder Tahsin Al-Amin, Siva Uday Sampreeth Chebolu, Carlos Ordonez

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Simple Low Cost Parallel Architecture for Big Data Analytics.

Carlos Ordonez, Sikder Tahsin Al-Amin, Xiantian Zhou

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

An ER-Flow Diagram for Big Data.

Carlos Ordonez, Sikder Tahsin Al-Amin, Ladjel Bellatreche

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Scalable Machine Learning in the R Language Using a Summarization Matrix.

Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin

Proceedings of the Database and Expert Systems Applications, 2019

2018

Big Data Analytics: Exploring Graphs with Optimized SQL Queries.

Sikder Tahsin Al-Amin, Carlos Ordonez, Ladjel Bellatreche

Proceedings of the Database and Expert Systems Applications, 2018

Poster: Semantic Clustering in Credible Human Sensed Event Detection.

Sikder Tahsin Al-Amin, Suraiya Tairin, Sharmin Afrose, Walid Mohammad, Mahmuda Naznin

Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

2016

A Cloud-based Dynamic Waste Management System for Smart Cities.

Sadia Sharmin, Sikder Tahsin Al-Amin

Proceedings of the 7th Annual Symposium on Computing for Development, 2016