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ORCID15th LION 2021: Athens, Greece
- Dimitris E. Simos
, Panos M. Pardalos, Ilias S. Kotsireas:
Learning and Intelligent Optimization - 15th International Conference, LION 15, Athens, Greece, June 20-25, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12931, Springer 2021, ISBN 978-3-030-92120-0 - Rhys Agombar, Christian Bauckhage, Max Lübbering, Rafet Sifa:
An Optimization for Convolutional Network Layers Using the Viola-Jones Framework and Ternary Weight Networks. 1-6 - Carlos Ansótegui, Meinolf Sellmann, Tapan Shah, Kevin Tierney:
Learning to Optimize Black-Box Functions with Extreme Limits on the Number of Function Evaluations. 7-24 - Konstantin Avrachenkov, Aurélie Boisbunon, Mikhail Kamalov:
Graph Diffusion & PCA Framework for Semi-supervised Learning. 25-39 - Jakob Bossek, Aneta Neumann, Frank Neumann:
Exact Counting and Sampling of Optima for the Knapsack Problem. 40-54 - Apostolos Chalkis, Emmanouil Christoforou, Theodore Dalamagas, Ioannis Z. Emiris:
Modeling of Crisis Periods in Stock Markets. 55-65 - Konstantinos I. Chatzilygeroudis, Aristidis G. Vrahatis, Sotiris K. Tasoulis, Michael N. Vrahatis:
Feature Selection in Single-Cell RNA-seq Data via a Genetic Algorithm. 66-79 - Roberto Díaz Urra, Carlos Castro, Nicolás Gálvez Ramírez:
Towards Complex Scenario Instances for the Urban Transit Routing Problem. 80-97 - Riccardo Dio, André Galligo, Angelos Mantzaflaris, Benjamin Mauroy:
Spirometry-Based Airways Disease Simulation and Recognition Using Machine Learning Approaches. 98-112 - Elias Dritsas, Nikos Fazakis, Otilia Kocsis, Nikos Fakotakis, Konstantinos Moustakas:
Long-Term Hypertension Risk Prediction with ML Techniques in ELSA Database. 113-120 - Suhendry Effendy, Ngo Bao Chau, Roland H. C. Yap:
An Efficient Heuristic for Passenger Bus VRP with Preferences and Tradeoffs. 121-127 - Damir N. Gainanov, Dmitriy A. Berenov, Varvara Rasskazova:
Algorithm for Predicting the Quality of the Product Based on Technological Pyramids in Graphs. 128-141 - Aldy Gunawan, Vincent F. Yu, Andro Nicus Sutanto, Panca Jodiawan:
Set Team Orienteering Problem with Time Windows. 142-149 - Michael Freitas Gustavo, Toon Verstraelen:
Reparameterization of Computational Chemistry Force Fields Using GloMPO (Globally Managed Parallel Optimization). 150-156 - Hanna Kondratiuk, Rafet Sifa:
Towards Structural Hyperparameter Search in Kernel Minimum Enclosing Balls. 157-166 - Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena:
Using Past Experience for Configuration of Gaussian Processes in Black-Box Optimization. 167-182 - Alexander Y. Krylatov, Anastasiya Raevskaya:
Travel Demand Estimation in a Multi-subnet Urban Road Network. 183-197 - Andrei Kudriavtsev, Daniel Khachay, Yuri Ogorodnikov, Jie Ren, Sheng Cheng Shao, Dong Zhang, Mikhail Yu. Khachay:
The Shortest Simple Path Problem with a Fixed Number of Must-Pass Nodes: A Problem-Specific Branch-and-Bound Algorithm. 198-210 - Shaowen Lan, Wenjuan Fan, Kaining Shao, Shanlin Yang, Panos M. Pardalos:
Medical Staff Scheduling Problem in Chinese Mobile Cabin Hospitals During Covid-19 Outbreak. 211-218 - Mario Manzo, Maurizio Giordano, Lucia Maddalena, Mario R. Guarracino:
Performance Evaluation of Adversarial Attacks on Whole-Graph Embedding Models. 219-236 - Mustafa Misir:
Algorithm Selection on Adaptive Operator Selection: A Case Study on Genetic Algorithms. 237-251 - Hossein Moosaei, Milan Hladík:
Inverse Free Universum Twin Support Vector Machine. 252-264 - Abtin Nourmohammadzadeh, Stefan Voß:
Hybridising Self-Organising Maps with Genetic Algorithms. 265-282 - Nico Piatkowski, Peter N. Posch, Miguel Krause:
How to Trust Generative Probabilistic Models for Time-Series Data? 283-298 - Roman V. Plotnikov, Adil I. Erzin:
Multi-channel Conflict-Free Square Grid Aggregation. 299-314 - Andrea Ponti, Antonio Candelieri, Francesco Archetti:
Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization. 315-332 - Dmytro Pukhkaiev, Oleksandr Husak, Sebastian Götz, Uwe Aßmann:
Multi-objective Parameter Tuning with Dynamic Compositional Surrogate Models. 333-350 - Brenner Humberto Ojeda Rios, Junior Cupe Casquina, Hossmell Hernan Velasco Añasco, Alfredo Paz Valderrama:
Corrected Formulations for the Traveling Car Renter Problem. 351-363 - Brenner Humberto Ojeda Rios, Junior Cupe Casquina, Hossmell Hernan Velasco Añasco, Alfredo Paz Valderrama:
Hybrid Meta-heuristics for the Traveling Car Renter Salesman Problem. 364-378 - Benjamin Sauk, Nikolaos V. Sahinidis:
HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies. 379-393 - Julian Schulte, Volker Nissen:
Sensitivity Analysis on Constraints of Combinatorial Optimization Problems. 394-408
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