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

Publication2023

A novel approach for requirement-based test case prioritization using machine learning techniques

The record

Type
Publication
Date
28 December 2023
Level
National
Journal
Building Intelligent Systems Using Machine Learning and Deep Learning Security Applications and Its Challenges
Pages
63-82
Published
28 December 2023
Scopus ID
85183217418
Authors
4
Open access
No
Citations
0
International co-authorship
No
Co-author countries
IN

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. 9 Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation

    GoalPrimaryHigh confidenceJudged

    Machine learning-based test case prioritization significantly increases fault detection rate while reducing regression testing cost and time.

    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

Viksit Bharat @2047

  1. vb-3.2 Digital technology and artificial intelligence

    Sub-themePrimaryHigh confidenceJudged

    ML application in software quality assurance represents artificial intelligence and digital technology innovation.

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

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KIIT Deemed to be University. “A novel approach for requirement-based test case prioritization using machine learning techniques”. Kortex.

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A novel approach for requirement-based test case prioritization using machine learning techniques · Kortex