Publications

Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI

Accepted in IEEE 40th International Conference on Data Engineering (ICDE 2024)

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Serving Deep Learning Models from Relational Databases

Accepted in 27th International Conference on Extending Database Technology (EDBT 2024)

Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou

Publication Link: [To Appear in EDBT 2024]

A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework

Published in ACM SIGMOD International Conference on Management of Data (SIGMOD 2023)

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Visit ACM or Download

GeoTorch: A Spatiotemporal Deep Learning Framework

Published in the 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2022)

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets

Published in the 38th International Conference on Data Engineering (ICDE), 2022

Kanchan Chowdhury, Venkata VamsiKrishna Meduri, Mohamed Sarwat

Publication Link: Here

Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query From the Future

Published in the ACM Transactions on Database Systems (ACM TODS), 2021

Venkata VamsiKrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization dashboards

Published in the International Conference on Very Large Databases (VLDB), 2020

Jia Yu, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction

Published in the 22nd International Conference on Extending Database Technology (EDBT), 2019

Venkata VamsiKrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

A fuzzy features based online handwritten Bangla word recognition framework

Published in the 18th International Conference on Computer and Information Technology (ICCIT), 2015

Kanchan Chowdhury, Lamia Alam, Shyla Sarmin, Safayet Arefin, Mohammed Moshiul Hoque

Publication Link: IEEE

Finding, Counting, and Highlighting all Triangles in Large Graphs

Published in the International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST), 2019

Md. Ashraf Uddin, Kanchan Chowdhury, Liton Kumar Ray

Publication Link: IEEE