OOIR: Observatory of International Research

Papers

(The TQCC of AI EDAM-Artificial Intelligence for Engineering Design Analysis and Ma is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)

Article	Citations
Enabling multi-modal search for inspirational design stimuli using deep learning	31
The epsilon-knowledge: an emerging complement of Machlup's types of disciplinary knowledge	13
Synthetic users: insights from designers’ interactions with persona-based chatbots	12
The role of Hofstede's cultural dimensions in the design of user interface: the case of Arabic	11
Free-text inspiration search for systematic bio-inspiration support of engineering design	10
Multiple aspects maintenance ontology-based intelligent maintenance optimization framework for safety-critical systems	8
Evaluating the learning and performance characteristics of self-organizing systems with different task features	8
Sitting posture detection and recognition of aircraft passengers using machine learning	7
inML Kit: empowering the prototyping of ML-enhanced products by involving designers in the ML lifecycle	7
Design change prediction based on social media sentiment analysis	7
Neural networks with dimensionality reduction for predicting temperature change due to plastic deformation in a cold rolling simulation	7
Stacking ensemble learning based material removal rate prediction model for CMP process of semiconductor wafer	7
Visualizing design project team and individual progress using NLP: a comparison between latent semantic analysis and Word2Vector algorithms	7
A novel intelligent fault diagnosis method of bearing based on multi-head self-attention convolutional neural network	7
A stochastic topology optimization algorithm for improved fluid dynamics systems	5
AIE volume 35 issue 4 Cover and Back matter	5
Mapping artificial intelligence-based methods to engineering design stages: a focused literature review	5
Generation of human–robot collaboration disassembly sequences for end-of-life lithium–ion batteries based on knowledge graph	5
Exploring the impact of set-based concurrent engineering through multi-agent system simulation	5
A user model to directly compare two unmodified interfaces: a study of including errors and error corrections in a cognitive user model	4
A one-step calibration method without redundant parameters for a laser stripe sensor	4
Idea generation with Technology Semantic Network	4
Data-inspired co-design for museum and gallery visitor experiences	4
An ontology-based fault generation and fault propagation analysis approach for safety-critical computer systems at the design stage	4
A study on the link between design brief structure and stimulus fidelity to optimize novelty and usefulness	4

Extenics enhanced axiomatic design procedure for AI applications	4
Design without representation	4
Improved basic elements detection algorithm for bridge engineering design drawings based on YOLOv5	3
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies	3
Analyzing problem framing in design teams: a systems mapping approach	3
Design of an intelligent simulator ANN and ANFIS model in the prediction of milling performance (QCE) of alloy 2017A	3
Influencers in design teams: a computational framework to study their impact on idea generation	3
Data-enabled sketch search and retrieval for visual design stimuli generation	3
Comparative analysis of machine learning algorithms for predicting standard time in a manufacturing environment	3
Linear kitchen layout design via machine learning	3