Search Results for author: Panagiotis Anagnostou

Found 3 papers, 2 papers with code

Detection of Fake Generated Scientific Abstracts

1 code implementation12 Apr 2023 Panagiotis C. Theocharopoulos, Panagiotis Anagnostou, Anastasia Tsoukala, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos

The widespread adoption of Large Language Models and publicly available ChatGPT has marked a significant turning point in the integration of Artificial Intelligence into people's everyday lives.

Text Classification

HiPart: Hierarchical Divisive Clustering Toolbox

1 code implementation18 Sep 2022 Panagiotis Anagnostou, Sotiris Tasoulis, Vassilis Plagianakos, Dimitris Tasoulis

This paper presents the HiPart package, an open-source native python library that provides efficient and interpret-able implementations of divisive hierarchical clustering algorithms.

Clustering Computational Efficiency

Approximate kNN Classification for Biomedical Data

no code implementations3 Dec 2020 Panagiotis Anagnostou, Petros T. Barmbas, Aristidis G. Vrahatis, Sotiris K. Tasoulis

Regarding the classification process for scRNA-seq data, an appropriate method is the k Nearest Neighbor (kNN) classifier since it is usually utilized for large-scale prediction tasks due to its simplicity, minimal parameterization, and model-free nature.

Classification General Classification

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