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2020 – today
- 2024
- [j37]Ha-Bang Ban, Huynh Thi Thanh Binh
, Tuan Anh Do
, Cong Dao Tran, Su Nguyen
:
A hybrid and adaptive evolutionary approach for multitask optimization of post-disaster traveling salesman and repairman problems. Comput. Oper. Res. 167: 106622 (2024) - [j36]Dhananjay R. Thiruvady, Su Nguyen, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li:
Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty. Int. J. Prod. Res. 62(17): 6227-6250 (2024) - [j35]Yuan Sun
, Su Nguyen, Dhananjay R. Thiruvady
, Xiaodong Li
, Andreas T. Ernst, Uwe Aickelin
:
Enhancing constraint programming via supervised learning for job shop scheduling. Knowl. Based Syst. 293: 111698 (2024) - [j34]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling. IEEE Trans. Evol. Comput. 28(1): 147-167 (2024) - [c46]Pivithuru Thejan Amarasinghe
, Diem Pham
, Binh Tran
, Su Nguyen
, Yuan Sun
, Damminda Alahakoon
:
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. GECCO 2024 - [c45]Su Nguyen
, Dhananjay R. Thiruvady
, Yuan Sun
, Mengjie Zhang
:
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. GECCO 2024 - [i6]Su Nguyen, Dhananjay R. Thiruvady, Yuan Sun, Mengjie Zhang:
Genetic-based Constraint Programming for Resource Constrained Job Scheduling. CoRR abs/2402.00459 (2024) - [i5]Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon:
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. CoRR abs/2404.12076 (2024) - 2023
- [j33]Binh Tran
, Chamika Sudusinghe
, Su Nguyen
, Damminda Alahakoon:
Building interpretable predictive models with context-aware evolutionary learning. Appl. Soft Comput. 132: 109854 (2023) - [j32]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 53(7): 4473-4486 (2023) - [j31]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Kay Chen Tan
, Mengjie Zhang
:
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling. IEEE Trans. Evol. Comput. 27(5): 1192-1206 (2023) - [j30]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Kay Chen Tan
, Mengjie Zhang
:
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 27(6): 1705-1719 (2023) - [c44]Cong Dao Tran, Anh Do Tuan
, Huynh Thi Thanh Binh, Duc Anh Do, Ha-Bang Ban
, Su Nguyen:
MNDE: Node-depth encoding can do better in evolutionary multitask algorithms. GECCO Companion 2023: 251-254 - [i4]Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon:
AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling. CoRR abs/2309.13218 (2023) - 2022
- [j29]Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva
, Nishan Mills
, Prabod Rathnayaka
, Su Nguyen
, Damminda Alahakoon, Andrew Jennings
:
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22(23): 9503 (2022) - [j28]Dhananjay R. Thiruvady
, Su Nguyen
, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li
:
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty. Swarm Evol. Comput. 69: 101029 (2022) - [j27]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Cybern. 52(8): 8142-8156 (2022) - [j26]Su Nguyen
, Dhananjay R. Thiruvady
, Mengjie Zhang
, Damminda Alahakoon:
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. IEEE Trans. Cybern. 52(9): 8603-8616 (2022) - [j25]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Kay Chen Tan
, Mengjie Zhang
:
Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling. IEEE Trans. Cybern. 52(10): 10515-10528 (2022) - [c43]Diem Pham
, Binh Tran
, Su Nguyen
, Damminda Alahakoon
:
Fairness Aware Swarm-based Machine Learning for Data Streams. AI 2022: 205-219 - [c42]Fangfang Zhang, Yi Mei
, Su Nguyen
, Mengjie Zhang:
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. CEC 2022: 1-8 - [c41]Thukaraka Pakeerathan, Thenusan Santhirakumar, Dilani Rajendren, Amal Shegan Perera, Su Nguyen
:
Driving Behaviour Analysis using Low Sampling GPS Trajectories of Ride-hailing Services. DSIT 2022: 1-9 - [c40]Marko Durasevic, Domagoj Jakobovic, Yi Mei
, Su Nguyen
, Mengjie Zhang:
Introduction to automated design of scheduling heuristics with genetic programming. GECCO Companion 2022: 1506-1526 - [c39]Jinrong Wu
, Su Nguyen
, Damminda Alahakoon:
Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance. IVCNZ 2022: 214-229 - [c38]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. PPSN (2) 2022: 48-62 - [c37]Fangfang Zhang, Yi Mei, Su Nguyen
, Mengjie Zhang:
Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling. SSCI 2022: 1218-1225 - [i3]Dhananjay R. Thiruvady
, Su Nguyen
, Christian Blum, Andreas T. Ernst:
An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules. CoRR abs/2210.11260 (2022) - [i2]Dhananjay R. Thiruvady
, Su Nguyen
, Yuan Sun, Fatemeh Shiri, Nayyar Zaidi, Xiaodong Li:
Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling. CoRR abs/2210.17036 (2022) - [i1]Yuan Sun, Su Nguyen
, Dhananjay R. Thiruvady
, Xiaodong Li, Andreas T. Ernst, Uwe Aickelin:
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling. CoRR abs/2211.14492 (2022) - 2021
- [b2]Fangfang Zhang, Su Nguyen, Yi Mei
, Mengjie Zhang:
Genetic Programming for Production Scheduling - An Evolutionary Learning Approach, 3. Springer 2021, ISBN 978-981-16-4858-8, pp. 3-321 - [j24]Su Nguyen
, Mengjie Zhang
, Damminda Alahakoon, Kay Chen Tan
:
People-Centric Evolutionary System for Dynamic Production Scheduling. IEEE Trans. Cybern. 51(3): 1403-1416 (2021) - [j23]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 51(4): 1797-1811 (2021) - [j22]Su Nguyen
, Dhananjay Raghavan Thiruvady
, Mengjie Zhang, Kay Chen Tan
:
A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming. IEEE Trans. Evol. Comput. 25(3): 492-507 (2021) - [j21]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25(3): 552-566 (2021) - [j20]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
, Kay Chen Tan
:
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25(4): 651-665 (2021) - [j19]Rashmika Nawaratne
, Sachin Kahawala
, Su Nguyen
, Daswin De Silva
:
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17(7): 4872-4881 (2021) - 2020
- [j18]Thanh-Phu Nguyen, Su Nguyen
, Damminda Alahakoon, Van-Nam Huynh
:
GSIC: A New Interpretable System for Knowledge Exploration and Classification. IEEE Access 8: 108544-108554 (2020) - [j17]Diem Pham
, Binh Tran
, Su Nguyen
, Damminda Alahakoon:
Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers. IEEE Access 8: 228136-228150 (2020) - [j16]Tharindu R. Bandaragoda, Achini Adikari
, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach
, Thimal Kempitiya, Su Nguyen
, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
:
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32(20): 16057-16071 (2020) - [c36]Su Nguyen
, Dhananjay R. Thiruvady
:
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling. CEC 2020: 1-8 - [c35]Su Nguyen
, Binh Tran
, Damminda Alahakoon:
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. CEC 2020: 1-8 - [c34]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling. EuroGP 2020: 262-278 - [c33]Fangfang Zhang
, Yi Mei
, Su Nguyen
, Mengjie Zhang
:
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling. EvoCOP 2020: 214-230 - [c32]Fangfang Zhang, Yi Mei
, Su Nguyen
, Mengjie Zhang:
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming. GECCO Companion 2020: 107-108
2010 – 2019
- 2019
- [j15]Su Nguyen
, Dhananjay R. Thiruvady
, Andreas T. Ernst
, Damminda Alahakoon:
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. Comput. Oper. Res. 109: 273-287 (2019) - [j14]Su Nguyen
, Yi Mei
, Bing Xue, Mengjie Zhang:
A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules. Evol. Comput. 27(3): 467-496 (2019) - [j13]Dinithi Nallaperuma
, Rashmika Nawaratne
, Tharindu R. Bandaragoda
, Achini Adikari
, Su Nguyen
, Thimal Kempitiya
, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
:
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20(12): 4679-4690 (2019) - 2018
- [j12]John Park, Yi Mei
, Su Nguyen
, Gang Chen, Mengjie Zhang:
An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling. Appl. Soft Comput. 63: 72-86 (2018) - [j11]Su Nguyen
, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
:
Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier]. IEEE Comput. Intell. Mag. 13(4): 77-94 (2018) - [j10]Su Nguyen
, Yi Mei
, Mengjie Zhang:
Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation. Genet. Program. Evolvable Mach. 19(1-2): 5-7 (2018) - [c31]John Park, Yi Mei
, Su Nguyen
, Gang Chen, Mengjie Zhang:
Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming. Australasian Conference on Artificial Intelligence 2018: 739-751 - [c30]John Park, Yi Mei
, Su Nguyen
, Gang Chen, Mengjie Zhang:
Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling. EuroGP 2018: 253-270 - [c29]Su Nguyen
, Mengjie Zhang, Kay Chen Tan
:
Adaptive charting genetic programming for dynamic flexible job shop scheduling. GECCO 2018: 1159-1166 - [c28]Su Nguyen
, Dhananjay R. Thiruvady
, Andreas T. Ernst, Damminda Alahakoon:
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. GECCO 2018: 1167-1174 - [c27]Gisele Lobo Pappa, Michael T. M. Emmerich
, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss
, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang:
Tutorials at PPSN 2018. PPSN (2) 2018: 477-489 - 2017
- [j9]Su Nguyen
, Mengjie Zhang, Kay Chen Tan
:
Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules. IEEE Trans. Cybern. 47(9): 2951-2965 (2017) - [j8]Yi Mei
, Su Nguyen
, Bing Xue, Mengjie Zhang:
An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming. IEEE Trans. Emerg. Top. Comput. Intell. 1(5): 339-353 (2017) - [c26]John Park, Yi Mei
, Su Nguyen
, Gang Chen, Mengjie Zhang:
Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown. ACALCI 2017: 301-313 - [c25]Su Nguyen
, Mengjie Zhang:
A PSO-based hyper-heuristic for evolving dispatching rules in job shop scheduling. CEC 2017: 882-889 - [c24]Yi Mei
, Su Nguyen
, Mengjie Zhang:
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming. EuroGP 2017: 147-163 - [c23]Su Nguyen
:
Optimization, dispatching rules and hyper-heuristics: A comparison in dynamic single machine scheduling. IECON 2017: 4796-4801 - [c22]Yi Mei
, Su Nguyen
, Mengjie Zhang:
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling. SEAL 2017: 435-447 - 2016
- [j7]Binh Tran
, Bing Xue
, Mengjie Zhang, Su Nguyen
:
Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias. Connect. Sci. 28(3): 270-294 (2016) - [j6]Jürgen Branke, Su Nguyen
, Christoph W. Pickardt, Mengjie Zhang:
Automated Design of Production Scheduling Heuristics: A Review. IEEE Trans. Evol. Comput. 20(1): 110-124 (2016) - [c21]Su Nguyen
, Yi Mei
, Hui Ma, Aaron Chen, Mengjie Zhang:
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions. CEC 2016: 3053-3060 - [c20]Su Nguyen
, Mengjie Zhang, Kay Chen Tan
:
Maximising total weighted number of activities for reservation with slack. CEC 2016: 3370-3377 - [c19]John Park, Yi Mei
, Su Nguyen
, Gang Chen, Mark Johnston, Mengjie Zhang:
Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches. EuroGP 2016: 115-132 - [c18]Yi Mei
, Mengjie Zhang, Su Nguyen
:
Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming. GECCO 2016: 365-372 - 2015
- [j5]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling. IEEE Trans. Cybern. 45(1): 1-14 (2015) - [c17]Su Nguyen
, Mengjie Zhang, Kay Chen Tan
:
Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems. CEC 2015: 2781-2788 - [c16]John Park, Su Nguyen
, Mengjie Zhang, Mark Johnston:
Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling. EuroGP 2015: 92-104 - [c15]Su Nguyen
, Mengjie Zhang, Kay Chen Tan
:
A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling. GECCO 2015: 433-440 - [c14]John Park, Su Nguyen
, Mengjie Zhang, Mark Johnston:
A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling. GECCO (Companion) 2015: 1451-1452 - 2014
- [j4]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments. Evol. Comput. 22(1): 105-138 (2014) - [j3]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming. IEEE Trans. Evol. Comput. 18(2): 193-208 (2014) - [c13]Stephen Bennett, Su Nguyen
, Mengjie Zhang:
A hybrid discrete particle swarm optimisation method for grid computation scheduling. IEEE Congress on Evolutionary Computation 2014: 483-490 - [c12]Su Nguyen
, Mengjie Zhang, Mark Johnston:
A sequential genetic programming method to learn forward construction heuristics for order acceptance and scheduling. IEEE Congress on Evolutionary Computation 2014: 1824-1831 - [c11]Su Nguyen
, Mengjie Zhang, Mark Johnston:
Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming. EuroGP 2014: 124-136 - [c10]Bing Xue
, Su Nguyen
, Mengjie Zhang:
A New Binary Particle Swarm Optimisation Algorithm for Feature Selection. EvoApplications 2014: 501-513 - [c9]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
Selection Schemes in Surrogate-Assisted Genetic Programming for Job Shop Scheduling. SEAL 2014: 656-667 - [c8]John Park, Su Nguyen
, Mengjie Zhang, Mark Johnston:
Enhancing Heuristics for Order Acceptance and Scheduling Using Genetic Programming. SEAL 2014: 723-734 - 2013
- [b1]Su Nguyen:
Automatic Design of Dispatching Rules for Job Shop Scheduling with Genetic Programming. Victoria University of Wellington, New Zealand, 2013 - [j2]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
Hybrid evolutionary computation methods for quay crane scheduling problems. Comput. Oper. Res. 40(8): 2083-2093 (2013) - [j1]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem. IEEE Trans. Evol. Comput. 17(5): 621-639 (2013) - [c7]John Park, Su Nguyen
, Mark Johnston, Mengjie Zhang:
Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming. Australasian Conference on Artificial Intelligence 2013: 478-489 - [c6]John Park, Su Nguyen
, Mengjie Zhang, Mark Johnston:
Genetic programming for order acceptance and scheduling. IEEE Congress on Evolutionary Computation 2013: 1005-1012 - [c5]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan:
Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming. EuroGP 2013: 157-168 - [p1]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan:
Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach. Automated Scheduling and Planning 2013: 251-282 - 2012
- [c4]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan
:
A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c3]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan:
Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming. EuroGP 2012: 121-133 - [c2]Su Nguyen
, Mengjie Zhang, Mark Johnston, Kay Chen Tan:
Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming. SEAL 2012: 341-350 - 2011
- [c1]Su Nguyen, Mengjie Zhang, Mark Johnston:
A genetic programming based hyper-heuristic approach for combinatorial optimisation. GECCO 2011: 1299-1306
Coauthor Index
aka: Dhananjay Raghavan Thiruvady
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