Society has reached a point of no return, one that leaves us completely reliant on omnipresent ICT-mediated communication. Mobile and sensor-rich portable devices connect millions of humans with Petabytes of data and numerous on-line services. However, tearing down the physical-digital barrier in a scalable fashion requires both radically novel algorithmic knowledge and in-depth understanding of humans and societies. We will deliver major theoretical advances in real-time intelligent information management of large datasets including online social networks, mobile devices and humans in physical space by delivering three functions: “alert”, by real-time location-aware knowledge acquisition, analysis and visualization; “response”, through on-demand composition and coordination of large teams; and effective “communication”, through recommendation and personalization.
Publication date
2019
ALGORITHMICA, 81 (10)., pp. 3890-3935. ISSN 0178-4617
Generalized Feedback Vertex Set Problems on Bounded-Treewidth Graphs: Chordality is the Key to Single-Exponential Parameterized Algorithms
In: Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms Society for Industrial and Applied Mathematics, Philadelphia (PA), pp. 1711-1730.
Interval Vertex Deletion Admits a Polynomial Kernel