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...
top of page
- Sep 26, 2022
- 1 min
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....
7 views
- Sep 2, 2022
- 2 min
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 &...
4 views
- Sep 2, 2022
- 1 min
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...
6 views
- Sep 2, 2022
- 2 min
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...
6 views
- Sep 2, 2022
- 1 min
Desirable properties of performance indicators
Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar and Kaisa Miettinen (2022). Desirable properties of performance indicators for assessing...
2 views
- Sep 2, 2022
- 2 min
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...
13 views
- Sep 2, 2022
- 2 min
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...
1 view
- Sep 2, 2022
- 1 min
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...
0 views
- Jun 22, 2022
- 1 min
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...
1 view
- Feb 19, 2021
- 1 min
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...
14 views
- Feb 19, 2021
- 1 min
Finding Influential Variables in Multi-Objective optimization Problems
Henrik Smedberg & Sunith Bandaru (2020). Finding Influential Variables in Multi-Objective optimization Problems. Conference paper: 2020...
4 views
- Feb 10, 2021
- 1 min
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:...
30 views
- Feb 21, 2020
- 1 min
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...
13 views
- Feb 21, 2020
- 1 min
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....
5 views
- Feb 21, 2020
- 1 min
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...
9 views
- Feb 21, 2020
- 1 min
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...
18 views
- Feb 20, 2020
- 1 min
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....
33 views
- Oct 1, 2019
- 1 min
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...
9 views
- Oct 1, 2019
- 1 min
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...
4 views
bottom of page