51 citations · 124 across the 9 of their papers we have counts for
10 papers
Binary Black Hole Parameter Estimation with Hybrid CNN-Transformer Neural Networks
Panagiotis N. Sakellariou, Spiros V. Georgakopoulos, Sotiris Tasoulis +1
The detection of gravitational waves has revolutionized our ability to explore fundamental aspects of the Universe. Traditionally, modeled gravitational-wave signals have been iden…
Who Writes the Review, Human or AI?
Panagiotis C. Theocharopoulos, Spiros V. Georgakopoulos, Sotiris K. Tasoulis +1
With the increasing use of Artificial Intelligence in Natural Language Processing, concerns have been raised regarding the detection of AI-generated text in various domains. This s…
Detection of Fake Generated Scientific Abstracts
Panagiotis C. Theocharopoulos, Panagiotis Anagnostou, Anastasia Tsoukala +3
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 e…
HiPart: Hierarchical Divisive Clustering Toolbox
Panagiotis Anagnostou, Sotiris Tasoulis, Vassilis Plagianakos +1
This paper presents the HiPart package, an open-source native python library that provides efficient and interpret-able implementations of divisive hierarchical clustering algorith…
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders
Ioannis A. Nellas, Sotiris K. Tasoulis, Vassilis P. Plagianakos +1
The joint optimization of the reconstruction and classification error is a hard non convex problem, especially when a non linear mapping is utilized. In order to overcome this obst…
Approximate kNN Classification for Biomedical Data
Panagiotis Anagnostou, Petros T. Barmbas, Aristidis G. Vrahatis +1
We are in the era where the Big Data analytics has changed the way of interpreting the various biomedical phenomena, and as the generated data increase, the need for new machine le…
Real Time Sentiment Change Detection of Twitter Data Streams
Sotiris K. Tasoulis, Aristidis G. Vrahatis, Spiros V. Georgakopoulos +1
In the past few years, there has been a huge growth in Twitter sentiment analysis having already provided a fair amount of research on sentiment detection of public opinion among T…
Convolutional Neural Networks for Toxic Comment Classification
Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Aristidis G. Vrahatis +1
Flood of information is produced in a daily basis through the global Internet usage arising from the on-line interactive communications among users. While this situation contribute…
Fast k-NN search
Ville Hyvönen, Teemu Pitkänen, Sotiris Tasoulis +5
Efficient index structures for fast approximate nearest neighbor queries are required in many applications such as recommendation systems. In high-dimensional spaces, many conventi…
Minimum Density Hyperplanes
Nicos G. Pavlidis, David P. Hofmeyr, Sotiris K. Tasoulis
Associating distinct groups of objects (clusters) with contiguous regions of high probability density (high-density clusters), is central to many statistical and machine learning a…