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Sikder Tahsin Al-Amin
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2020 – today
- 2022
- [j2]Sikder Tahsin Al-Amin, Carlos Ordonez:
Incremental and accurate computation of machine learning models with smart data summarization. J. Intell. Inf. Syst. 59(1): 149-172 (2022) - [c11]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. IEEE Big Data 2022: 4337-4345 - [c10]Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen
, Robin Varghese, Carlos Ordonez:
A Different VIM: Visualizing Incremental Machine Learning. CIKM 2022: 4783-4787 - 2021
- [j1]Sikder Tahsin Al-Amin, Carlos Ordonez:
Efficient machine learning on data science languages with parallel data summarization. Data Knowl. Eng. 136: 101930 (2021) - [c9]Sikder Tahsin Al-Amin, Carlos Ordonez:
Fast Machine Learning in Data Science with a Comprehensive Data Summarization. IEEE BigData 2021: 2941-2948 - 2020
- [c8]Sikder Tahsin Al-Amin, Siva Uday Sampreeth Chebolu, Carlos Ordonez:
Extending the R Language with a Scalable Matrix Summarization Operator. IEEE BigData 2020: 399-405 - [c7]Carlos Ordonez, Sikder Tahsin Al-Amin, Xiantian Zhou:
A Simple Low Cost Parallel Architecture for Big Data Analytics. IEEE BigData 2020: 2827-2832 - [c6]Carlos Ordonez, Sikder Tahsin Al-Amin, Ladjel Bellatreche:
An ER-Flow Diagram for Big Data. IEEE BigData 2020: 5795-5797 - [c5]Sikder Tahsin Al-Amin, Carlos Ordonez:
Scalable Machine Learning on Popular Analytic Languages with Parallel Data Summarization. DaWaK 2020: 269-284
2010 – 2019
- 2019
- [c4]Siva Uday Sampreeth Chebolu, Carlos Ordonez, Sikder Tahsin Al-Amin:
Scalable Machine Learning in the R Language Using a Summarization Matrix. DEXA (2) 2019: 247-262 - 2018
- [c3]Sikder Tahsin Al-Amin, Suraiya Tairin
Poster: Semantic Clustering in Credible Human Sensed Event Detection. DCOSS 2018: 119-120 - [c2]Sikder Tahsin Al-Amin, Carlos Ordonez, Ladjel Bellatreche:
Big Data Analytics: Exploring Graphs with Optimized SQL Queries. DEXA Workshops 2018: 88-100 - 2016
- [c1]Sadia Sharmin, Sikder Tahsin Al-Amin:
A Cloud-based Dynamic Waste Management System for Smart Cities. ACM DEV 2016: 20:1-20:4
Coauthor Index
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