Small data machine learning in materials science
P Xu, X Ji, M Li, W Lu - npj Computational Materials, 2023 - nature.com
This review discussed the dilemma of small data faced by materials machine learning. First,
we analyzed the limitations brought by small data. Then, the workflow of materials machine …
we analyzed the limitations brought by small data. Then, the workflow of materials machine …
Artificial intelligence enabled project management: a systematic literature review
In the Industry 5.0 era, companies are leveraging the potential of cutting-edge technologies
such as artificial intelligence for more efficient and green human-centric production. In a …
such as artificial intelligence for more efficient and green human-centric production. In a …
Deformable protopnet: An interpretable image classifier using deformable prototypes
We present a deformable prototypical part network (Deformable ProtoPNet), an interpretable
image classifier that integrates the power of deep learning and the interpretability of case …
image classifier that integrates the power of deep learning and the interpretability of case …
A machine learning approach for predicting heat transfer characteristics in micro-pin fin heat sinks
Micro-pin fin heat sinks are receiving attention for their use in the thermal management of
high-heat-flux electronics systems since they can help to enhance heat transfer …
high-heat-flux electronics systems since they can help to enhance heat transfer …
Benchmarking biologically-inspired automatic machine learning for economic tasks
T Lazebnik, T Fleischer, A Yaniv-Rosenfeld - Sustainability, 2023 - mdpi.com
Data-driven economic tasks have gained significant attention in economics, allowing
researchers and policymakers to make better decisions and design efficient policies …
researchers and policymakers to make better decisions and design efficient policies …
Inteligencia artificial y finanzas: una alianza estratégica
A Alonso-Robisco, JM Carbó - Documentos Ocasionales/Banco …, 2022 - repositorio.bde.es
Recientes avances tecnológicos, como el almacenamiento masivo de datos y la
computación en la nube, están dando lugar a un mayor uso de la inteligencia artificial en la …
computación en la nube, están dando lugar a un mayor uso de la inteligencia artificial en la …
Imperative role of artificial intelligence and big data in finance and banking sector
In contrast to human intelligence, which comes from innate knowledge, artificial intelligence
(AI) and big data refers to the mental capacity demonstrated by robots. AI has been …
(AI) and big data refers to the mental capacity demonstrated by robots. AI has been …
Where and how machine learning plays a role in climate finance research
The financial sector, by mobilizing capital, is fundamental to adapt and mitigate the impact of
climate change in the economy. This has led to the emergence of a new research field …
climate change in the economy. This has led to the emergence of a new research field …
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
We present ProtoViT, a method for interpretable image classification combining deep
learning and case-based reasoning. This method classifies an image by comparing it to a …
learning and case-based reasoning. This method classifies an image by comparing it to a …
Harnessing AI for Project Risk Management: A Paradigm Shift
Project risk management is pivotal in ensuring the success of endeavours within
contemporary organizations. As businesses navigate an intricate and competitive …
contemporary organizations. As businesses navigate an intricate and competitive …