Publications

Lerner, R., Baker, D., Schwitter, C., et al. (2023). Four-dimensional trapped ion mobility spectrometry lipidomics for high throughput clinical profiling of human blood samples. Nature Communications, 14(1). DOI

Hauptmann, T., Kramer, S. (2023). A fair experimental comparison of neural network architectures for latent representations of multi-omics for drug response prediction. BMC BIOINFORMATICS, 24(1). DOI Author/Publisher URL

Pensel, L., and Kramer, S. (2022). Neural RELAGGS. Author/Publisher URL

Hauptmann, T., and Kramer, S. (2022). A Fair Experimental Comparison of Neural Network Architectures for Latent Representations of Multi-Omics for Drug Response Prediction. Author/Publisher URL

Garcon, A., Vexler, J., Budker, D., and Kramer, S. (2022). Deep neural networks to recover unknown physical parameters from oscillating time series. PLOS ONE, 17(5). DOI Author/Publisher URL

Christodoulou, G., Bouros, P., and Mamoulis, N. (2021). HINT: A Hierarchical Index for Intervals in Main Memory. Author/Publisher URL

Althaus, E., Dousti, M. S., Kramer, S., and Rassau, N. J. P. (2021). Fast Private Parameter Learning and Inference for Sum-Product Networks. Author/Publisher URL

Tsitsigkos, D., Lampropoulos, K., Bouros, P., et al. (2021, April). A Two-layer Partitioning for Non-point Spatial Data. 2021 IEEE 37th International Conference on Data Engineering (ICDE). Published. 2021 IEEE 37th International Conference on Data Engineering (ICDE). DOI

Bouros, P., Dasu, T., Kanza, Y., et al. (2021). The Fourth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising. SIGSPATIAL Special, 12(3), 7-10. DOI

Garcon, A., Vexler, J., Budker, D., Kramer, S. (2021). Deep Neural Networks to Recover Unknown Physical Parameters from Oscillating Time Series. Author/Publisher URL

Bouros, P., Mamoulis, N., Tsitsigkos, D., Terrovitis, M. (2021). In-Memory Interval Joins. VLDB JOURNAL, 30(4), 667-691. DOI Author/Publisher URL

Qi, S., Bouros, P., Mamoulis, N. (2020, July 7). Top-k String Similarity Joins. 32nd International Conference on Scientific and Statistical Database Management. Published. SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management. DOI

Tsitsigkos, D., Lampropoulos, K., Bouros, P., et al. (2020). A Two-level Spatial In-Memory Index. Author/Publisher URL

Bouros, P., Lampropoulos, K., Tsitsigkos, D., et al. (2020). Band Joins for Interval Data. In A. Bonifati, Y. Zhou, M. A. V. Salles, et al. (eds.), Proceedings of the 23rd International Conference on Extending Database Technology, EDBT 2020, Copenhagen, Denmark, March 30 - April 02, 2020 (pp. 443-446). OpenProceedings.org. DOI

Chondrogiannis, T., Bouros, P., Gamper, J., et al. (2020). Finding k-shortest paths with limited overlap. VLDB JOURNAL, 29(5), 1023-1047. DOI Author/Publisher URL

Costa, C. F., Chondrogiannis, T., Nascimento, M. A., Bouros, P. (2020). RRAMEN: An Interactive Tool for Evaluating Choices and Changes in Transportation Networks. In A. Bonifati, Y. Zhou, M. A. V. Salles, et al. (eds.), Proceedings of the 23rd International Conference on Extending Database Technology, EDBT 2020, Copenhagen, Denmark, March 30 - April 02, 2020 (pp. 599-602). OpenProceedings.org. DOI

Qi, S., Bouros, P., Mamoulis, N. (2020). Top-k spatial distance joins. GEOINFORMATICA, 24(3), 591-631. DOI Author/Publisher URL

Chondrogiannis, T., Nascimento, M. A., and Bouros, P. (2019, November 5). Relative Reachability Analysis as a Tool for Urban Mobility Planning. Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science. Published. SIGSPATIAL ’19: 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. DOI

Tsitsigkos, D., Bouros, P., Mamoulis, N., and Terrovitis, M. (2019). Parallel In-Memory Evaluation of Spatial Joins. Author/Publisher URL

Bouros, P., and Mamoulis, N. (2019). Spatial joins. SIGSPATIAL Special, 11(1), 13-21. DOI