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Machine Learning Research

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2024, Volume 9
1. Issue 1, Jun.
2023, Volume 8
1. Issue 2, Dec.
2. Issue 1, Jun.
2022, Volume 7
1. Issue 2, Dec.
2. Issue 1, Jun.
2021, Volume 6
1. Issue 2, Dec.
2. Issue 1, Jun.
2020, Volume 5
2019, Volume 4
2018, Volume 3
2017, Volume 2
2016, Volume 1
1. Issue 1, Dec.

Volume 8, Issue 1, June 2023

Traditional Machine Learning Models for Building Energy Performance Prediction: A Comparative Research

Zeyu Wu, Hongyang He

Issue: Volume 8, Issue 1, June 2023

Pages: 1-8

Received: 29 April 2023

Accepted: 18 May 2023

Published: 29 May 2023

DOI: 10.11648/j.mlr.20230801.11

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Abstract: A large proportion of total energy consumption is caused by buildings. Accurately predicting the heating and cooling demand of a building is crucial in the initial design phase in order to determine the most efficient solution from various designs. In this paper, in order to explore the effectiveness of basic machine learning algorithms to solve th... Show More

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Research Article
Hybridizing Slime Mould Algorithm with Simulated Annealing for Solving Metric Dimension Problem

Basma Mohamed, Mohamed Amin

Issue: Volume 8, Issue 1, June 2023

Pages: 9-16

Received: 13 September 2023

Accepted: 8 October 2023

Published: 28 October 2023

DOI: 10.11648/j.mlr.20230801.12

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Abstract: In this paper, we consider the NP-hard problem of finding the metric dimension of graphs. A set of vertices B of a connected graph G = (V, E) resolves G if every vertex of G is uniquely identified by its vector of distances to the vertices in B. The cardinality of the smallest resolving set of G is the metric dimension of G. The metric dimension pr... Show More

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