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researcher

Lachlan O’Neil

4 papers hereh-index 4142 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedComparing Clustering Approaches for Smart Meter Time Series: Investigating the Influence of Dataset Properties on Performance

13 citations · 13 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2026

CROCS: A Two-Stage Clustering Framework for Behaviour-Centric Consumer Segmentation with Smart Meter Data

Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston +2

With grid operators confronting rising uncertainty from renewable integration and a broader push toward electrification, Demand-Side Management (DSM) -- particularly Demand Respons…

stat.ML2024

On the Use of Relative Validity Indices for Comparing Clustering Approaches

Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston +2

Relative Validity Indices (RVIs) such as the Silhouette Width Criterion and Davies Bouldin indices are the most widely used tools for evaluating and optimising clustering outcomes.…

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