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- research-articleMarch 2017
Data-Driven Frequency-Based Airline Profit Maximization
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 8, Issue 4Article No.: 61, Pages 1–28https://doi.org/10.1145/3041217Although numerous traditional models predict market share and demand along airline routes, the prediction of existing models is not precise enough, and to the best of our knowledge, there is no use of data mining--based forecasting techniques for ...
- research-articleNovember 2015
Sharp Bounds on Survivor Average Causal Effects When the Outcome Is Binary and Truncated by Death
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 7, Issue 2Article No.: 18, Pages 1–11https://doi.org/10.1145/2700498In randomized trials with follow-up, outcomes may be undefined for individuals who die before the follow-up is complete. In such settings, Frangakis and Rubin [2002] proposed the “principal stratum effect” or “Survivor Average Causal Effect” (SACE), ...
- research-articleJuly 2013
An abstractive approach to sentence compression
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 4, Issue 3Article No.: 41, Pages 1–35https://doi.org/10.1145/2483669.2483674In this article we generalize the sentence compression task. Rather than simply shorten a sentence by deleting words or constituents, as in previous work, we rewrite it using additional operations such as substitution, reordering, and insertion. We ...
- research-articleApril 2013
From manifesta to krypta: The relevance of categories for trusting others
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 4, Issue 2Article No.: 27, Pages 1–24https://doi.org/10.1145/2438653.2438662In this article we consider the special abilities needed by agents for assessing trust based on inference and reasoning. We analyze the case in which it is possible to infer trust towards unknown counterparts by reasoning on abstract classes or ...