3 papers
cs.AI2021
Explaining Outcomes of Multi-Party Dialogues using Causal Learning
Priyanka Sinha, Pabitra Mitra, Antonio Anastasio Bruto da Costa +1
Multi-party dialogues are common in enterprise social media on technical as well as non-technical topics. The outcome of a conversation may be positive or negative. It is important…
cs.FL2020
Quantitative Corner Case Feature Analysis of Hybrid Automata with ForFET
Antonio Anastasio Bruto da Costa, Pallab Dasgupta, Nikolaos Kekatos
The analysis and verification of hybrid automata (HA) models against rich formal properties can be a challenging task. Existing methods and tools can mainly reason whether a given…
cs.LG2019
Learning Temporal Causal Sequence Relationships from Real-Time Time-Series
Antonio Anastasio Bruto da Costa, Pallab Dasgupta
We aim to mine temporal causal sequences that explain observed events (consequents) in time-series traces. Causal explanations of key events in a time-series has applications in de…