The 15th Learning and Intelligent Optimization Conference
June 20-25, 2021 (Athens, Greece)
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Conference Program - HTML version (last updated on June 17, 2021; please, reload the webpage to refresh the browser's cache)
Monday, June 21, 2021 (Timetable is presented in local Vienna time, UTC+2)
Time |
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15:00 – 15:15 Vienna time 16:00 – 16:15 Athens time (9:00 a.m.-9:15 a.m EDT) |
Opening Remarks: · General Chair, Panos Pardalos · Technical Program Committee Chair, Dimitris Simos · Local Organizing Committee Chair, Ilias Kotsireas |
15:15 – 16:45 Vienna time |
Session 1 |
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Chairs: TBA |
15:15 – 15:45 Vienna time |
Hossein Moosaei and Milan Hladik - Inverse Free Universum Twin Support Vector Machine |
15:45 – 16:15 Vienna time |
Alexander Krylatov and Anastasiya Raevskaya – Travel demand estimation in a multi-subnet urban road network |
16:15 – 16:45 Vienna time |
Roberto Diaz-Urra, Nicolas Galvez Ramirez and Carlos Castro – Towards complex scenario instances for the urban transit routing problem |
16:45 – 17:00 Vienna time |
Break |
17:00 – 18:00 Vienna time |
Invited Session 1 – Chair: Ilias Kotsireas |
17:00 – 18:00 Vienna time |
Plenary Speaker: Martin Charles Golumbic – B_k-VPG graphs – the string graphs of paths on a grid |
18:00 – 19:30 Vienna time |
Session 2 |
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Chairs: TBA |
18:00 – 18:30 Vienna time |
Julian Schulte and Volker Nissen – Sensitivity analysis on constraints of combinatorial optimization problems |
18:30 – 19:00 Vienna time |
Carlos Ansotegui, Meinolf Sellmann, Tapan Shah and Kevin Tierney – Learning to optimize black-box functions with extreme limits on the number of function evaluations |
19:00 – 19:30 Vienna time |
Mustafa Misir – Algorithm selection on adaptive operator selection: a case study on genetic algorithms |
19:30 – 19:45 Vienna time |
Break |
19:45 – 20:25 Vienna time |
Session 3 |
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Chairs: TBA |
19:45 – 20:05 Vienna time |
Suhendry Effendry, Ngo Bao Chao and Roland Yap – An efficient heuristic for passenger bus VRP with preferences and tradeoffs |
20:05 – 20:25 Vienna time |
Hamid Jalalzai and David Gaudrie – Pareto optimal thresholds between extreme and central regions |
Tuesday, June 22, 2021 (Timetable is presented in local Vienna time, UTC+2)
Time |
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15:00 – 16:30 Vienna time 16:00 – 17:30 Athens time (9:00 a.m.-10:30 a.m. EDT) |
Session 4 |
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Chair: Paul Spirakis |
15:00 – 15:30 Vienna time |
Aldy Gunawan, Vincent F. Yu, Andro Nicus Sutanto and Panca Jodiawan – Set Team Orienteering Problem with Time Windows |
15:30 – 16:00 Vienna time |
Andrei Kudriavtsev, Daniel Khachay, Yuri Ogorodnikov, Jie Ren, Sheng Cheng Shao, Dong Zhang and Michael Khachay – The shortest simple path problem with a fixed number of must-pass nodes: a problem-specific branch-and-bound algorithm |
16:00 – 16:30 Vienna time |
Brenner Rios, Junior Casquina, Hossmell Añasco and Alfredo Paz-Valderrama – Corrected formulations for the travelling car renter problem |
16:30 – 16:45 Vienna time |
Break |
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Invited Session 2 – Chair: Ilias Kotsireas |
16:45 – 17:45 Vienna time |
Plenary Speaker: Paul Spirakis – Temporal networks and the impact of availability patterns |
17:45 – 19:15 Vienna time |
Session 5 |
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Chairs: TBA |
17:45 – 18:15 Vienna time |
Nico Piatkowski, Peter N Posch and Miguel Krause – How to trust generative probabilistic models for time-series data? |
18:15 – 18:45 Vienna time |
Dmytro Pukhkaiev, Oleksandr Husak, Sebastian Götz and Uwe Assmann – Multi-objective parameter tuning with dynamic compositional surrogate models |
18:45 – 19:15 Vienna time |
Mario Manzo, Maurizio Giordano, Lucia Maddalena and Mario Rosario Guarracino – Performance evaluation of adversarial attacks on whole-graph embedding models |
19:15 – 19:30 Vienna time |
Break |
19:30 – 20:10 Vienna time |
Session 6 |
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Chairs: TBA |
19:30 – 19:50 Vienna time |
Rhys Agombar, Christian Bauckhage, Max Luebbering and Rafet Sifa – An Optimization for Convolutional Network Layers using the Viola-Jones Framework and Ternary Weight Networks |
19:50 – 20:10 Vienna time |
Michael Freitas Gustavo and Toon Verstraelen – Reparameterization of Computational Chemistry Force Fields Using GloMPO (Globally Managed Parallel Optimization) |
Wednesday, June 23, 2021 (Timetable is presented in local Vienna time, UTC+2)
Time |
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15:00 – 16:30 Vienna time 16:00 – 17:30 Athens time (9:00 a.m.-10:30 a.m. EDT) |
Session 7 |
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Chairs: TBA |
15:00 – 15:30 Vienna time |
Roman Plotnikov and Adil Erzin – Multi-channel conflict-free square grid aggregation |
15:30 – 16:00 Vienna time |
Apostolos Chalkis, Emmanouil Christoforou, Theodore Dalamagas and Ioannis Z. Emiris – Modeling of crisis periods in stock markets |
16:00 – 16:30 Vienna time |
Jakob Bossek, Aneta Neumann and Frank Neumann – Exact counting and sampling of optima for the knapsack problem |
16:30 – 16:45 Vienna time |
Break |
16:45 – 17:45 Vienna time |
Invited Session 3 – Chair: Dimitris Simos |
16:45 – 17:45 Vienna time |
Tutorial Speaker: Rick Kuhn – Combinatorial Difference Methods in AI |
17:45 – 18:45 Vienna time |
Session 8 |
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Chairs: TBA |
17:45 – 18:15 Vienna time |
Konstantin Avrachenkov, Aurélie Boisbunon and Mikhail Kamalov – Graph diffusion & PCA framework for semi-supervised learning |
18:15 – 18:45 Vienna time |
Riccardo Di Dio, André Galligo, Angelos Mantzaflaris and Benjamin Mauroy – Spirometry-based airways disease simulation and recognition using machine learning approaches |
18:45 – 19:00 Vienna time |
Break |
19:00 – 19:40 Vienna time |
Session 9 |
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Chairs: TBA |
19:00 – 19:20 Vienna time |
Shaowen Lan, Wenjuan Fan, Kaining Shao, Shanlin Yang and Panos M. Pardalos – Medical staff scheduling problem in Chinese mobile cabin hospitals during covid-19 outbreak |
19:20 – 19:40 Vienna time |
Hu Chaoming, Lu Shaojun, Kong Min, Liu Xinbao and Panos. M Pardalos – Joint production and maintenance scheduling considering the increasing operating cost |
Thursday, June 24, 2021 (Timetable is presented in local Vienna time, UTC+2)
Time |
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15:00 – 16:30 Vienna time 16:00 – 17:30 Athens time (9:00 a.m.-10:30 a.m. EDT) |
Session 10 |
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Chairs: TBA |
15:00 – 15:30 Vienna time |
Antonio Candelieri, Andrea Ponti and Francesco Archetti – Learning the optimal sensor placement by Pareto analysis and problem specific evolutionary operators |
15:30 – 16:00 Vienna time |
Abtin Nourmohammadzadeh and Stefan Voß – Hybridising self organizing maps with genetic algorithms |
16:00 – 16:30 Vienna time |
Konstantinos Chatzilygeroudis, Aristidis Vrahatis, Sotiris Tasoulis and Michael Vrahatis– Feature Selection in single-cell RNA-seq data via a Genetic Algorithm |
16:30 – 16:45 Vienna time |
Break |
16:45 – 17:45 Vienna time |
Invited Session 4 – Chair: Panos Pardalos |
16:45 – 17:45 Vienna time |
Plenary Speaker: Evangelos Kranakis – Communication and mobility in optimization for infrastructure resilience |
17:45 – 18:45 Vienna time |
Session 11 |
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Chair: Evangelos Kranakis |
17:45 – 18:15 Vienna time |
Benjamin Sauk and Nick Sahinidis – HybridTuner: Tuning with hybrid derivative-free optimization initialization strategies |
18:15 – 18:45 Vienna time |
Brenner Rios, Junior Casquina, Hossmell Añasco and Alfredo Paz-Valderrama – Hybrid meta-heuristics for the traveling car renter salesman problem |
18:45 – 19:00 Vienna time |
Break |
19:00 – 19:40 Vienna time |
Session 12 |
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Chairs: TBA |
19:00 – 19:20 Vienna time |
Elias Dritsas, Nikos Fazakis, Otilia Kocsis, Nikos Fakotakis and Konstantinos Moustakas– Long-term Hypertension Risk Prediction with ML Techniques in ELSA database |
19:20 – 19:40 Vienna time |
Hanna Kondratiuk and Rafet Sifa – Towards structural hyperparameter search in kernel minimum enclosing balls |
19:40 – 20:10 Vienna time |
Damir Gainanov, Dmitriy Berenov and Varvara Rasskazova – Algorithm for predicting the quality of the product based on technological pyramids in graphs |
Friday, June 25, 2021 (Timetable is presented in local Vienna time, UTC+2)
Time |
|
15:00 – 16:00 Vienna time 16:00 – 17:00 Athens time (9:00 a.m.-10:00 a.m. EDT) |
Invited Session 5 – Chair: Dimitris Simos |
15:00 – 16:00 Vienna time |
Tutorial Speaker: Franz Wotawa – On the use of ontologies for automated test suite generation |
16:00 – 17:30 Vienna time
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Session 13 |
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Chairs: TBA |
16:00 – 16:30 Vienna time |
Jan Koza, Jiří Tumpach, Zbyněk Pitra and Martin Holeňa – Using Past Experience for Configuration of Gaussian Processes in Black-Box Optimization |
16:30 – 17:00 Vienna time |
Antonio Candelieri and Francesco Archetti– Sparsifying to optimize overmultiple information sources: an augmented Gaussian process based algorithm |
17:00 – 17:30 Vienna time |
Mustafa Misir – Algorithm Selection for Protein Structure Prediction on 2D AB Off-lattice Model |
17:30 – 17:45 Vienna time |
Break |
17:45 – 18:45 Vienna time |
Session 14 |
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Chairs: TBA |
17:45 – 18:15 Vienna time |
Damir Gainanov, Dmitriy Berenov, Egor Nikolaev and Varvara Rasskazova – Integer Linear Programming in Solving Optimal Dispatching Problem at the Metallurgical Production |
18:15 – 18:45 Vienna time |
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti and Francesco Archetti – Modelling human active search in optimizing black-box functions |
18:45 – 19:00 Vienna time |
Break |
19:00 – 19:20 Vienna time |
Session 15 |
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Chairs: TBA |
19:00 – 19:20 Vienna time |
Giovanni Campuzano, Eduardo Lalla-Ruiz and Martijn Mes – A general VNS algorithm for the TSP with drone |
19:20 – 19:35 Vienna time
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Closing Remarks: · General Chair, Panos Pardalos · Technical Program Committee Chair, Dimitris Simos · Local Organizing Committee Chair, Ilias Kotsireas |