Enabling Knowledge Discovery From Simulation-Based Multi-Objective Optimization
Carlos Alberto Barrera Diaz, Henrik Smedberg, Sunith Bandaru & Amos H.C. Ng. Enabling Knowledge Discovery From Simulation-Based...
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Sep 26, 20221 min read
A Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms
Henrik Smedberg & Sunith Bandaru (2022). Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms....
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Sep 2, 20222 min read
Identification of Tasks to Be Supported by Machine Learning
Nils-Erik Ohlson, Maria Riveiro & Jenny Bäckstrand (2022). Identification of Tasks to Be Supported by Machine Learning to Reduce Sales &...
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Sep 2, 20221 min read
A Knowledge Extraction Platform for Reproducible Decision-Support
Simon Lidberg, Marcus Frantzén, Tehseen Aslam & Amos H.C. Ng (2022). A Knowledge Extraction Platform for Reproducible Decision-Support...
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Sep 2, 20222 min read
Interactive Knowledge Discovery and Knowledge Visualization for Decision Support
Henrik Smedberg & Sunith Bandaru. Interactive Knowledge Discovery and Knowledge Visualization for Decision Support in Multi-Objective...
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Sep 2, 20221 min read
Desirable properties of performance indicators
Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar and Kaisa Miettinen (2022). Desirable properties of performance indicators for assessing...
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Sep 2, 20222 min read
Artificial Intelligence-enhanced Sales & Operations Planning in an Engineer-to-order context
Nils-Erik Ohlson, Jenny Bäckstrand, Maria Riveiro (2021). Artificial Intelligence-enhanced Sales & Operations Planning in an...
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Sep 2, 20222 min read
Towards Sonification in Multimodal and User-friendly Explainable Artificial Intelligence
Björn W. Schuller, Tuomas Virtanend, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros & Konstantinos Drossos (2021). Towards...
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Sep 2, 20221 min read
Monte Carlo Tree Search for online decision making in smart industrial production
Richard Senington, Bernard Schmidt & Anna Syberfeldt (2021). Monte Carlo Tree Search for online decision making in smart industrial...
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Jun 22, 20221 min read
Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing
Ingemar Karlsson, Sunith Bandaru & Amos H. C. Ng (2021). Online Knowledge Extraction and Preference Guided Multi-Objective Optimization...
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Feb 19, 20211 min read
Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space
Henrik Smedberg, Sunith Bandaru, Amos H.C. Ng & Kalyanmoy Deb (2020). Trend Mining 2.0: Automating the Discovery of Variable Trends in...
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Feb 19, 20211 min read
Finding Influential Variables in Multi-Objective optimization Problems
Henrik Smedberg & Sunith Bandaru (2020). Finding Influential Variables in Multi-Objective optimization Problems. Conference paper: 2020...
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Feb 10, 20211 min read
Virtual Factories with Knowledge-DrivenOptimization as a New Research Profile
Amos H.C. Ng & Sunith Bandaru (2020). Virtual Factories with Knowledge-DrivenOptimization as a New Research Profile. Research Article:...
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Feb 21, 20201 min read
Trend Mining: A Visualization Technique to Discover Variable Trends in the Objective Space
Bandaru, S., & Ng, A. H. C. (2019). Trend mining: A visualization technique to discover variable trends in the objective space. In...
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Feb 21, 20201 min read
A parameterless performance metric for reference-point based multi-objective evolutionary
Bandaru, S., & Smedberg, H. (2019). A parameterless performance metric for reference-point based multi-objective evolutionary algorithms....
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Feb 21, 20201 min read
Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective
Deb, K., Bandaru, S., & Seada, H. (2019). Generating uniformly distributed points on a unit simplex for evolutionary many-objective...
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Feb 21, 20201 min read
Metamodel-based multi-objective optimization of a turning process
Amouzgar, K., Bandaru, S., Andersson, T., & Ng, A. H. C. (2019). Metamodel-based multi-objective optimization of a turning process by...
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Feb 20, 20201 min read
Improved Human-Robot Collaboration Through Simulation-Based Optimization
Wang, W., Bandaru, S., & Sánchez de Ocãna Torroba, A. (2019). Improved Human-Robot Collaboration Through Simulation-Based Optimization....
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Oct 1, 20191 min read
A framework for simulation-based multi-objective optimization and knowledge discovery of machining
Amouzgar, K., Bandaru, S., Andersson, T., & Ng, A. H. C. (2018). A framework for simulation-based multi-objective optimization and...
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Oct 1, 20191 min read
Product lifecycle management with provenance management and virtual models
Morshedzadeh, I., Oscarsson, J., Ng, A. H. C., Jeusfeld, M. A., & Sillanpaa, J. (2018). Product lifecycle management with provenance...
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