Learning and intelligent optimization : 14th International Conference, LION 14, Athens, Greece, May 24-28, 2020, Revised selected papers /: 14th International Conference, LION 14, Athens, Greece, May 24-28, 2020, Revised selected papers. (2020)

• Record Type: Book
• Other Titles: LION 14
• Further Information: Note: Ilias S. Kotsireas, Panos M. Pardalos (eds.).
• Other Names: Kotsireas, Ilias; Pardalos, P. M (Panos M.), 1954-; LION (Conference), 14th
• Contents: Intro -- Guest Editorial -- Organization -- Contents -- Optimization for Urban Air Mobility -- 1 Urban Air Mobility -- 2 Unmanned Aircraft System Service Providers Deconfliction -- 3 Deconfliction for Trajectory-Based Operations -- 4 Conclusion -- References -- A Matheuristic Algorithm for Solving the Vehicle Routing Problem with Cross-Docking -- 1 Introduction -- 2 Problem Description -- 3 Proposed Algorithm -- 4 Computational Results -- 5 Conclusion -- References -- Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective -- 1 Introduction 2 Data Description -- 3 Methodology -- 3.1 Data Preprocessing -- 3.2 Learning with Different ML Models -- 3.3 Validation -- 4 Results and Discussion -- 4.1 Results on the Entire Feature Set -- 4.2 Results on Swartz Features -- 4.3 Results on Troiano Features -- 4.4 Results on Freedson Features -- 4.5 Results on the Combination of Swartz, Freedson and Troiano Features -- 5 Conclusions -- References -- QPTAS for the CVRP with a Moderate Number of Routes in a Metric Space of Any Fixed Doubling Dimension -- 1 Introduction -- 2 Problem Statement -- 3 Approximation Scheme: An Overview -- 4 Conclusion Travel Times Equilibration Procedure for Route-Flow Traffic Assignment Problem -- 1 Introduction -- 2 Traffic Assignment Problem -- 3 Descent Direction for Equilibrium Route-Flow Traffic Assignment Problem -- 4 Algorithm -- 5 Numerical Result -- 6 Conclusion -- References -- confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms -- 1 Introduction -- 2 Background -- 2.1 Stream Clustering -- 2.2 Automated Machine Learning -- 3 Automated Algorithm Selection and Configuration for Stream Clustering -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Results
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (443 p.)
• Subjects: 006.3/1; Machine learning -- Congresses; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030535520; 3030535525
• Related ISBNs: 9783030535513
• Notes: Note: References -- Early Detection of Eating Disorders Through Machine Learning Techniques -- 1 Introduction -- 2 Statistical Survey -- 2.1 Participants and Procedure -- 2.2 Socio-Demographic Form -- 2.3 Physical Activity Form -- 2.4 Psychometric Forms -- 3 Numerical Experiments -- 4 Conclusions -- References -- On Finding Minimum Cardinality Subset of Vectors with a Constraint on the Sum of Squared Euclidean Pairwise Distances -- 1 Introduction -- 2 Problem Complexity -- 3 Alternative Problem Formulation -- 4 A Pseudo-Polynomial Time Algorithm for Bounded Dimension of Space -- 5 Conclusions; Note: References -- Practical Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks -- 1 Introduction -- 1.1 Related Work and Our Results -- 2 Basic Algorithm -- 3 Our Results -- References -- A Class of Linear Programs Solvable by Coordinate-Wise Minimization -- 1 Introduction -- 2 Reformulations of Problems -- 3 Main Result -- 4 Applications -- 4.1 Weighted Partial Max-SAT -- 4.2 Weighted Vertex Cover -- 4.3 Minimum st-Cut, Maximum Flow -- 4.4 MAP Inference with Potts Potentials -- 4.5 Binarized Monotone Linear Programs -- 5 Concluding Remarks -- References
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