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08/03/2023
Holy Grail 2.0: From Natural Language to Constraint Models
Twenty-seven years ago, E. Freuder highlighted that "Constraint programm...
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06/06/2023
Explainable AI using expressive Boolean formulas
We propose and implement an interpretable machine learning classificatio...
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01/23/2022
Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets
We introduce a pattern mining framework that operates on semi-structured...
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11/22/2021
Active Learning Meets Optimized Item Selection
Designing recommendation systems with limited or no available training d...
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06/30/2021
Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem
We formulate and solve the H-SARA Problem, a Vehicle Routing and Appoint...
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12/19/2017
Column Generation for Interaction Coverage in Combinatorial Software Testing
This paper proposes a novel column generation framework for combinatoria...
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01/10/2014
Transformation-based Feature Computation for Algorithm Portfolios
Instance-specific algorithm configuration and algorithm portfolios have ...
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07/17/2013