Selected Publications

Soliman, A. and Terstriep, J., 2020, November. Leveraging Geospatial Data Gateways to Support the Operational Application of Deep Learning Models: Vision Paper. In Proceedings of the 28th International Conference on Advances in Geographic Information Systems (pp. 593-596).

Soliman, A. and Terstriep, J., 2019, November. Keras Spatial: Extending deep learning frameworks for preprocessing and on-the-fly augmentation of geospatial data. In Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (pp. 69-76).

Soliman, A., Soltani, K., Yin, J., Padmanabhan, A. and Wang, S., 2017. Social sensing of urban land use based on analysis of Twitter users’ mobility patterns. PloS one12(7), p.e0181657.

Yin, J., Soliman, A., Yin, D. and Wang, S., 2017. Depicting urban boundaries from a mobility network of spatial interactions: a case study of Great Britain with geo-located Twitter data. International Journal of Geographical Information Science31(7), pp.1293-1313.

Soltani, K., Soliman, A., Padmanabhan, A. and Wang, S., 2016. Urbanflow: Large-scale framework to integrate social media and authoritative landuse maps. In Proceedings of the XSEDE16 Conference on Diversity, Big Data, and Science at Scale (pp. 1-8).

Soliman, A., Yin, J., Soltani, K., Padmanabhan, A. and Wang, S., 2015, November. Where Chicagoans tweet the most: Semantic analysis of preferential return locations of Twitter users. In Proceedings of the 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (pp. 55-58).

Soliman, A., Duguay, C., Saunders, W. and Hachem, S., 2012. Pan-arctic land surface temperature from MODIS and AATSR: Product development and intercomparison. Remote Sensing4(12), pp.3833-3856.