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

Publication2026

A3S-Net: An Adaptive State-Space Framework for Resource-Efficient EEG-Based Cognitive State Monitoring in Industrial Human–Machine Interaction

The record

Type
Publication
Date
1 January 2026
Level
International — held abroad
Journal
IEEE Transactions on Industrial Informatics
Published
1 January 2026
DOI
10.1109/tii.2026.3722429
Scopus ID
105050180122
ISSN
15513203
Authors
4
Open access
No
Citations
0
International co-authorship
Yes
Co-author countries
CA, IN, KR, TW

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. 8.8 Protect labour rights and promote safe and secure working environments for all workers

    TargetPrimaryHigh confidenceJudged

    EEG-based framework for real-time monitoring of worker stress and cognitive load in industrial human-machine interaction systems

    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. 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-2.2 Industry and manufacturing

    Sub-themePrimaryHigh confidenceJudged

    Adaptive inference system enhances workplace safety through continuous cognitive state assessment in industrial manufacturing

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

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KIIT Deemed to be University. “A3S-Net: An Adaptive State-Space Framework for Resource-Efficient EEG-Based Cognitive State Monitoring in Industrial Human–Machine Interaction”. Kortex.

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