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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...
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....
Sep 26, 20221 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 &...
Sep 2, 20222 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...
Sep 2, 20221 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...
Sep 2, 20222 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...
Sep 2, 20221 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...
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...
Sep 2, 20222 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...
Sep 2, 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...
Jun 22, 20221 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...
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...
Feb 19, 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:...
Feb 10, 20211 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...
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....
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...
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...
Feb 21, 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....
Feb 20, 20201 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...
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...
Oct 1, 20191 min read
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