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Mariangeles Salas

North Carolina State University

Raleigh, NC

United States

  • North Carolina State University

SCHOLARLY PAPERS

2

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113

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0

Scholarly Papers (2)

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1.

A Framework for Designing Domain-Specific, Data-Driven Ai Systems: Illustrated Through Sustainable Waste Management

Number of pages: 56 Posted: 01 Aug 2025
Simran Singh, Mariangeles Salas, Raman Rao, Aldo Dagnino, Anand Singh and Lokendra Pal
North Carolina State University, North Carolina State University, North Carolina State University, North Carolina State University, IBM and North Carolina State University - Department of Forest Biomaterials
Downloads 108 (654,668)

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Architectural Design Framework, Trade-Off Analysis, Feedback-Driven Modeling, Smart Waste Management, Modular System Architecture

2.

Data Race: Evaluating Natural and Augmentation-Based Dataset Construction Strategies for Waste Object Detection

Number of pages: 39 Posted: 02 Jun 2026
Simran Singh, Mariangeles Salas, Raman Rao, Anand Singh and Lokendra Pal
North Carolina State University, North Carolina State University, North Carolina State University, IBM and North Carolina State University - Department of Forest Biomaterials
Downloads 5 (1,584,314)

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Object detection, Data augmentation, Hybrid datasets, Waste sorting, Industrial computer vision, YOlOv12