Learning and Intelligent Optimization

Optimization for Urban Air Mobility.- A Matheuristic Algorithm for solving the Vehicle Routing Problem with Cross-Docking.- Physical activity as a risk factor in the progression of Osteoarthritis: A machine learning perspective.- QPTAS for the CVRP with a moderate number of routes in a metric space of any xed doubling dimension.- Early detection of eating disorders through machine learning techniques.- On Finding Minimum Cardinality Subset of Vectors with a Constraint on the Sum of Squared Euclidean Pairwise Distances.- Practical Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks.- A Class of Linear Programs Solvable by Coordinate-wise Minimization.- Travel times equilibration procedure for route- flow traffic assignment problem.- confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.- Randomized Algorithms for Some Sequence Clustering Problems.- Hyper-parameterized Dialectic Search for Non-Linear Box-constrained Optimization with Heterogenous Variable Types.- Least Squares K-SVCR Multi-class Classification.- Active learning based framework for image captioning corpus creation.- Reducing space search in combinatorial optimization using machine learning tools.- Impact of the Discretization of VOCs for Cancer Prediction using a Multi-Objective Algorithm.- AUGMECON2 method for a bi-objective U-shaped assembly line balancing problem.- Two-Channel Conflict-Free Square Grid Aggregation.- Online Stacking using RL with Positional and Tactical Features.- Power consumption estimation in data centers using machine learning techniques.- Automated tuning of a column generation algorithm.- Pool-based Realtime Algorithm Configuration: A Preselection Bandit Approach.- A Memetic Approach for the Unicost Set Covering Problem.- Dynamic Visual Few-Shot Learning through Parameter Prediction Network.- An Alternating DCA-based Approach for Reduced-Rank Multitask Linear Regression with Covariance Estimation.-