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- ArticleNovember 2024
Retrieval-Augmented Generation Based Assistant: A Smart Home Case Study
AbstractSmart homes are starting to become more present in our daily lives. Smart homes are useful for enabling energy management services and reducing monetary costs of the consumers. Despite the increasing research in these aspects of the smart home, ...
- ArticleNovember 2024
Intelligent Data Mining on Power Systems: Examples from Case Studies
AbstractData Mining (DM) techniques have been applied and explored in the electricity sector over the past decades. Such methods include the characterization of the typical load profiles (TLP) of the electricity consumers, electricity consumption and ...
- ArticleDecember 2024
Enhanced User Interaction in Mobility Decision Support Using Explainable Artificial Intelligence
HCI International 2024 – Late Breaking PapersPages 381–390https://doi.org/10.1007/978-3-031-76806-4_27AbstractArtificial Intelligence (AI) is now ubiquitous in daily life, significantly impacting society by supporting decision-making. However, in many application areas, understanding the rationale behind AI decisions is crucial, highlighting the need for ...
- ArticleNovember 2024
Benchmarking Large Language Models for Multi-agent Systems: A Comparative Analysis of AutoGen, CrewAI, and TaskWeaver
Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS CollectionPages 39–48https://doi.org/10.1007/978-3-031-70415-4_4AbstractThis paper presents the benchmarking of three multi-agent systems powered by large language models. The paper presents a comparative analysis of AutoGen, CrewAI, and TaskWeaver. Nowadays, large language models have emerged as powerful tools able ...
- ArticleNovember 2024
Retrieval-Augmented Generation Powered by a Multi-agent System to Assisted the Operation of Industries
Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS CollectionPages 208–216https://doi.org/10.1007/978-3-031-70415-4_18AbstractThe introduction of large language models in recent years transformed the use of artificial intelligence in our daily life, making it available to common users and allowing them to interact with natural language processing machines. However, the ...