Agentic generative AI for context-aware outlier removal and historical cost optimization in construction

Vamsi Sai Kalasapudi; Krishna Pranay Angara; Charles Tofferi; Naga Sai Aditya Varanasi

doi:10.3389/fbuil.2025.1678156

Agentic generative AI for context-aware outlier removal and historical cost optimization in construction

Vamsi Sai Kalasapudi
, Krishna Pranay Angara
, Charles Tofferi
, Naga Sai Aditya Varanasi

Construction Management

Producción científica: Article › revisión exhaustiva

Idioma original	English
Número de artículo	1678156
Publicación	Frontiers in Built Environment
Volumen	11
DOI	https://doi.org/10.3389/fbuil.2025.1678156
Estado	Published - 2025

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Decent work and economic growth

ASJC Scopus Subject Areas

Geography, Planning and Development
Building and Construction
Urban Studies

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10.3389/fbuil.2025.1678156

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title = "Agentic generative AI for context-aware outlier removal and historical cost optimization in construction",

keywords = "agentic AI, construction data analysis, cost estimating, generative AI, historical data analysis, isolation forest, labor productivity, outlier detection",

author = "Kalasapudi, \{Vamsi Sai\} and Angara, \{Krishna Pranay\} and Charles Tofferi and \{Aditya Varanasi\}, \{Naga Sai\}",

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AU - Angara, Krishna Pranay

AU - Tofferi, Charles

AU - Aditya Varanasi, Naga Sai

PY - 2025

Y1 - 2025

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KW - cost estimating

KW - generative AI

KW - historical data analysis

KW - isolation forest

KW - labor productivity

KW - outlier detection

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Agentic generative AI for context-aware outlier removal and historical cost optimization in construction

ODS de las Naciones Unidas

ASJC Scopus Subject Areas

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