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    <loc>https://www.aidalab.co.uk/researcharticles/finllama</loc>
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    <lastmod>2024-08-13</lastmod>
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      <image:title>Articles - FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading</image:title>
      <image:caption>Figure 2: Comparison of the performance of the 35% long-short portfolios which were constructed using the five considered sentiment analysis methods, for the time period of February 2015 to June 2021. The MA(30) and MSTD(30) represent, respectively, the moving average and the moving standard deviation of the returns calculated over a 30-day rolling window.</image:caption>
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      <image:title>Articles - FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading - Make it stand out</image:title>
      <image:caption>Table 1: Statistical comparison between the performances of the five considered sentiment analysis methods using a 35% long-short portfolio. For Cumulative Returns, Annualized Return and Sharpe Ratio, higher is better. For Annualized Volatility, lower is better.</image:caption>
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      <image:title>Articles - FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading</image:title>
      <image:caption>Figure 1: Framework for sentiment analysis</image:caption>
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    <loc>https://www.aidalab.co.uk/researcharticles/portfolio-cuts-a-graph-theoretic-framework-to-diversification</loc>
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    <lastmod>2024-08-13</lastmod>
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      <image:title>Articles - Portfolio Cuts: A Graph-theoretic Framework To Diversification - Make it stand out</image:title>
      <image:caption>A cut for a graph with the disjoint subsets V1 = {1, 2, 3, 4} and V2 = {5, 6, 7, 8}. The edges between the sets V1 and V2 are designated by thin red lines. The cut is equal to the sum of the weights that connect the sets V1 and V2, that is, Cut(V1, V2) = 0.32 + 0.24 + 0.23 = 0.79.</image:caption>
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      <image:title>Articles - Portfolio Cuts: A Graph-theoretic Framework To Diversification - Make it stand out</image:title>
      <image:caption>Graph asset allocation strategies. Graph structure resulting from K = 4 portfolio cuts.</image:caption>
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      <image:title>Articles - Portfolio Cuts: A Graph-theoretic Framework To Diversification - Make it stand out</image:title>
      <image:caption>Out-sample performance of the asset allocation strategies. Notice that the Sharpe ratio typically improves with each subsequent portfolio cut. The traditional portfolio strategies, EW and MV, attained the respective Sharpe ratios of SR-EW = 1.85 and SR-MV = 1.6.</image:caption>
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    <lastmod>2024-08-01</lastmod>
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      <image:title>Articles - Tensor Analysis of Global Fixed-Income Returns</image:title>
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      <image:title>Articles - Tensor Analysis of Global Fixed-Income Returns</image:title>
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      <image:title>Articles - The Deep-Match Framework: R-Peak Detection in Ear-ECG</image:title>
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