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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2025

Finance-Inspired Throughput & Cost Optimization for Edge-AI Traffic Systems

The record

Type
Publication
Date
1 January 2025
Level
International — held abroad
Journal
2025 IEEE 1st International Conference on Recent Trends in Computing and Smart Mobility Rcsm 2025
Published
1 January 2025
DOI
10.1109/rcsm67767.2025.11506907
Scopus ID
105041484917
Authors
6
Open access
No
Citations
0
International co-authorship
Yes
Co-author countries
IN, UZ

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 11.2 Provide access to safe, affordable, accessible and sustainable transport systems for all

    TargetPrimaryHigh confidenceJudged

    Vision Transformer-TCN model for edge-based traffic flow prediction and intersection throughput optimization in Indian cities

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  2. 9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending

    TargetSecondaryHigh confidenceJudged

    Deep learning innovation combining portfolio optimization theory with urban traffic management

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  3. 17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing

    TargetSecondaryHigh confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: co-authorship outside India.

    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    sdg17-structural-v1, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-2.4 Infrastructure and connectivity

    Sub-themePrimaryHigh confidenceJudged

    Smart city infrastructure through AI-enabled traffic coordination

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

Each label above carries the instrument and the version that produced it. How each classification is reached.

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KIIT Deemed to be University. “Finance-Inspired Throughput & Cost Optimization for Edge-AI Traffic Systems”. Kortex.

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