Publications

Please find our computer science publications before 2001 at DBLP and our life science and application-related publications before 2001 at PubMed.

2023

Tsitsigkos, D., Bouros, P., Lampropoulos, K., et al. (2023). Two-layer Space-oriented Partitioning for Non-point Data. Author/Publisher URL
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
Christodoulou, G., Bouros, P., Mamoulis, N. (2023). HINT: a hierarchical interval index for Allen relationships. VLDB JOURNAL. Published. DOI Author/Publisher URL
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
Tsitsigkos, D., Bouros, P., Lampropoulos, K., et al. (2023). Two-layer Space-oriented Partitioning for Non-point Data. IEEE Transactions on Knowledge and Data Engineering, 1-14. DOI

2022

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

2021

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

2020

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