首页|New Artificial Intelligence Data Have Been Reported by Researchers at Babasaheb Bhimrao Ambedkar University (Exploring the Scope of Explainable Artificial Intelligence In Link Prediction Problem-an Experimental Study)
New Artificial Intelligence Data Have Been Reported by Researchers at Babasaheb Bhimrao Ambedkar University (Exploring the Scope of Explainable Artificial Intelligence In Link Prediction Problem-an Experimental Study)
扫码查看
点击上方二维码区域，可以放大扫码查看
原文链接
NETL
NSTL
Springer Nature
Researchers detail new data in Artificial Intelligence. According to news originating from Lucknow, India, by NewsRx correspondents, research stated, "The realm of SN has witnessed remarkable developments, capturing the attention of researchers who seek to process and analyze user data in order to extract meaningful insights for future predictions and recommendations. Among the challenging problems in SN analysis is LP, which leverages available data and network knowledge, including node characteristics and connecting edges, to forecast potential associations in the near future." Our news journalists obtained a quote from the research from Babasaheb Bhimrao Ambedkar Uni- versity, "LP is used in data mining, commercial and e-commerce recommendation systems, and expert systems. This research presents a thorough LP taxonomy, including Similarity Metrics and Learning-based approaches, and their recent expansion in numerous network environments. This article also discusses XAI, a method that helps people understand and trust ML systems. LP taxonomy based on XAI is also proposed. The research also examines LIME, a popular XAI approach that illuminates ML and DL models. LIME provides model-independent local explanations for regression and classification tasks on structured and unstructured data. The study includes an extensive experimental evaluation of incorporating XAI with LP, which shows the XAI approach's ability to solve LP problems and interpret predictions."
LucknowIndiaAsiaArtificial IntelligenceEmerging Tech- nologiesMachine LearningBabasaheb Bhimrao Ambedkar University
NETL
NSTL
Springer Nature
