Sikder Tahsin Al-Amin

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Machine Learning

Data Summarization

Top Venues

Data Knowl. Eng.

Publications

Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, Carlos Ordonez
A Different VIM: Visualizing Incremental Machine Learning. CIKM (2022)
Sikder Tahsin Al-Amin, Carlos Ordonez
Incremental and accurate computation of machine learning models with smart data summarization. J. Intell. Inf. Syst. 59 (1) (2022)
Sikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez
Discovering Similar Spike Patterns in High Dimensional Biomedical Signals. Big Data (2022)
Sikder Tahsin Al-Amin, Carlos Ordonez
Fast Machine Learning in Data Science with a Comprehensive Data Summarization. IEEE BigData (2021)
Sikder Tahsin Al-Amin, Carlos Ordonez
Efficient machine learning on data science languages with parallel data summarization. Data Knowl. Eng. 136 (2021)
Carlos Ordonez, Sikder Tahsin Al-Amin, Xiantian Zhou
A Simple Low Cost Parallel Architecture for Big Data Analytics. IEEE BigData (2020)
Sikder Tahsin Al-Amin, Carlos Ordonez
Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. DaWaK (2020)
Carlos Ordonez, Sikder Tahsin Al-Amin, Ladjel Bellatreche
An ER-Flow Diagram for Big Data. IEEE BigData (2020)
Sikder Tahsin Al-Amin, Siva Uday Sampreeth Chebolu, Carlos Ordonez
Extending the R Language with a Scalable Matrix Summarization Operator. IEEE BigData (2020)
Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin
Scalable Machine Learning in the R Language Using a Summarization Matrix. DEXA (2) (2019)
Sikder Tahsin Al-Amin, Carlos Ordonez, Ladjel Bellatreche
Big Data Analytics: Exploring Graphs with Optimized SQL Queries. DEXA Workshops (2018)
Sikder Tahsin Al-Amin, Suraiya Tairin, Sharmin Afrose, Walid Mohammad, Mahmuda Naznin
Poster: Semantic Clustering in Credible Human Sensed Event Detection. DCOSS (2018)
Sadia Sharmin, Sikder Tahsin Al-Amin
A Cloud-based Dynamic Waste Management System for Smart Cities. ACM DEV (2016)