Concept identification for complex engineering datasets

Author:

Lanfermann Felix,Schmitt Sebastian

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems,Building and Construction

Reference39 articles.

1. Cognitive reference points;Rosch;Cogn. Psychol.,1975

2. Case-Based Reasoning;Kolodner,2014

3. Evolution by adapting surrogates;Le;Evol. Comput.,2013

4. Shape mining: A holistic data mining approach for engineering design;Graening;Adv. Eng. Inf.,2014

5. An effective measure to identify meaningful concepts in engineering design optimization;Lanfermann,2020

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1. Large Language Model-assisted Clustering and Concept Identification of Engineering Design Data;2024 IEEE Conference on Artificial Intelligence (CAI);2024-06-25

2. Identification of energy management configuration concepts from a set of pareto-optimal solutions;Energy Conversion and Management: X;2024-04

3. Surrogate-Assisted Many-Objective Optimization of Building Energy Management;IEEE Computational Intelligence Magazine;2023-11

4. Understanding Concept Identification as Consistent Data Clustering Across Multiple Feature Spaces;2022 IEEE International Conference on Data Mining Workshops (ICDMW);2022-11

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