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501
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Predicting Carrier Load Cancellation
Published 2018“…The analysis showed that using lower threshold can improve the correctly predicted cancellations to 42%. However, for every additional cancelled load predicted correctly, around 3 uncancelled loads are predicted as cancelled. …”
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503
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Extreme Events: Mechanisms and Prediction
Published 2021“…Because of their usually adverse consequences, quantification, prediction, and mitigation of extreme events are highly desirable. …”
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506
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Trajectory clustering for motion prediction
Published 2021“…We use the results to build a Hidden Markov Model of a target's motion and predict movement. Our simulations show that these predictions lead to more effective interception. …”
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Article -
508
Trajectory clustering for motion prediction
Published 2022“…We use the results to build a Hidden Markov Model of a target's motion and predict movement. Our simulations show that these predictions lead to more effective interception. …”
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Article -
509
Trajectory Prediction with Linguistic Representations
Published 2022“…Language allows humans to build mental models that interpret what is happening around them resulting in more accurate long-term predictions. We present a novel trajectory prediction model that uses linguistic intermediate representations to forecast trajectories, and is trained using trajectory sam- ples with partially-annotated captions. …”
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510
Predicting Audience Tweet Engagement
Published 2022“…We then use these results to predict which segments of an influencers audience will interact with different types of posts. …”
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Thesis -
511
Predicted preference conjoint analysis
Published 2022“…Instead of asking respondents for their personal choices and preferences, we ask respondents to predict the choices of other respondents to the survey. …”
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Article -
512
Intelligent Tornado Prediction Engine
Published 2022“…The Intelligent Tornado Prediction Engine (ITORPE) combines meteorological and machine learning expertise from MIT Lincoln Laboratory researches and the Lincoln Laboratory Supercomputing Center to perform extremely large-scale data fusion spanning several years’ worth of radar, satellite, model, and in situ observation platforms, to provide enhanced situational awareness to forecasters using a graphical interface to focus forecasters’ attention on the storms of highest importance.…”
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513
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Learning inside the prediction function
Published 2023“…Furthermore, its generality allows applications in domains as diverse as physics time-series prediction, adversarial defenses, and contrastive representation learning. …”
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Thesis -
515
Data Augmentation and Conformal Prediction
Published 2023“…Conformal prediction is a popular line of research in uncertainty quantification. …”
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Thesis -
516
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PREDICTING RETURNS WITH FINANCIAL RATIOS
Published 2003Subjects: “…Predictive Regressions…”
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