Dalle Lucca Tosi, M., Ellampallil Venugopal, V., & Theobald, M. (2022). CONVERGENCE TIME ANALYSIS OF ASYNCHRONOUS DISTRIBUTED ARTIFICIAL NEURAL NETWORKS [Poster presentation]. 5th Joint International Conference on Data Science Management of Data (9th ACM IKDD CODS and 27th COMAD). Peer reviewed |
Dalle Lucca Tosi, M., Ellampallil Venugopal, V., & Theobald, M. (2022). TensAIR: Real-Time Training of Neural Networks from Data-streams. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/54534. |
Dalle Lucca Tosi, M., Theobald, M., & Ellampallil Venugopal, V. (21 May 2021). Online Learning using Distributed Neural Networks [Poster presentation]. DTU DRIVEN Colloquium, Luxembourg. |
Ellampallil Venugopal, V., & Theobald, M. (11 December 2020). Asynchronous Stream Data Processing using a Light-Weight and High-Performance Dataflow Engine [Paper presentation]. The Dutch-Belgian DataBase Day (DBDBD) 2020, Brussels, Belgium. |
Ellampallil Venugopal, V., & Theobald, M. (10 December 2020). Effective Stream Data Processing using Asynchronous Iterative Routing Protocol [Poster presentation]. IEEE International Conference on Big Data (IEEE BigData 2020). |
Ellampallil Venugopal, V., Theobald, M., Chaychi, S., & Tawakuli, A. (2020). AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. In AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing (pp. 51-58). IEEE. Peer reviewed |
Wu, Y., Chen, J., Haxhidauti, P., Ellampallil Venugopal, V., & Theobald, M. (2020). Guided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback. In Guided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback (pp. 92–106). Peer reviewed |
Ellampallil Venugopal, V., & Kumar, P. S. (2020). Difficulty-level modeling of ontology-based factual questions. Semantic Web. Peer reviewed |
Ellampallil Venugopal, V., & Theobald, M. (2020). Benchmarking Synchronous and Asynchronous Stream Processing Systems. In V. Ellampallil Venugopal & M. Theobald, Benchmarking Synchronous and Asynchronous Stream Processing Systems (pp. 322-323). Esch-sur-Alzette, Luxembourg: ACM. doi:10.1145/3371158.3371206 Peer reviewed |
Ellampallil Venugopal, V., & Kumar, P. S. (2019). Improving Ontology Verbalization using Semantic-level Refinement. In Description Logics 2019: Oslo, Norway. Peer reviewed |