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

Invited lecture2025

Ensemble Regression techniques for enhanced stock price forecasting

The record

Type
Invited lecture
Date
15 December 2025
Level
International — held in India
Location
Bengaluru, Karnataka, India
Schools
Reporting cycle
2025
Programme
6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS 2025)
Role
Paper Presenter
Organiser
T. John Institute of Technology (TJIT)
People presenting
2

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. 8.2 Achieve higher economic productivity through diversification, technological upgrading and innovation

    TargetPrimaryHigh confidenceRule-derivedrule tier-b-lexicon-v2

    Tier B rule economy-and-productivity matched "stock price" in the record’s own title. Names economic activity, productivity or a commercial or financial system, which is target 8.2.

    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.
    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
    tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
  2. 9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending

    TargetSecondaryModerate confidenceRule-derivedrule tier-b-lexicon-v2

    Tier B rule computing-and-ai matched "iot" in the surrounding programme or host, banded one lower because the match is contextual. Names computing, data or artificial intelligence as the method or the subject. Target 9.5 unless an applied domain also fires, in which case the domain takes the primary and this takes the secondary.

    Moderate confidence
    The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
    Produced by
    tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
  3. 17.16 Enhance the global partnership for sustainable development, complemented by multi-stakeholder partnerships

    TargetSecondaryModerate confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: an international-level designation with no named counterpart.

    Produced by
    sdg17-structural-v1, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.

Viksit Bharat @2047

  1. vb-2 Thriving and Sustainable Economy

    ThemePrimaryHigh confidenceRule-derivedrule tier-b-lexicon-v2

    Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 8 label. Tier B rule economy-and-productivity matched "stock price" in the record’s own title. Names economic activity, productivity or a commercial or financial system, which is target 8.2.

    Produced by
    tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.

Records of this type were classified by a published, versioned rule set, over 5,246 activities. Each label above carries the rubric version it was produced under. How each classification is reached.

Evidence

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No outbound evidence link is recorded for this activity. The record below states which source it came from and when it was last read.

Provenance

Which source system this record came from, how many source rows were resolved into it, and when each was last read.

Source rows resolved into this record
2
Source records held
2

2 rows across the university’s source registers were resolved into this one activity. Where those rows disagreed on a value, the disagreeing values are retained alongside the record and are never shown as a combined string.

Source records for this activity, with the date each was last read.
Source systemReferenceLast read
KIIT PBAS reporting workbook (consolidated)Data - Invited Lecture!1141
KIIT PBAS reporting workbook (consolidated)Data - Invited Lecture!733

Each record carries the date Kortex last read it from its source system. That is a freshness date and not a verification: Kortex records what its sources say and when it read them, and it does not check those statements against any external authority. No claim on this site is described as verified, because none is.

Citing this record

This URL is stable. A record’s permalink is frozen when it is published and is not regenerated if its title is later corrected.

KIIT Deemed to be University. “Ensemble Regression techniques for enhanced stock price forecasting”. Kortex. Last read 17 September 2026.

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