[HTML][HTML] Utilizing machine learning on freight transportation and logistics applications: A review

K Tsolaki, T Vafeiadis, A Nizamis, D Ioannidis… - ICT Express, 2023 - Elsevier
This review article explores and locates the current state-of-the-art related to application areas
from freight transportation, supply chain and logistics that focuses on arrival time, demand …

Calochallenge 2022: A community challenge for fast calorimeter simulation

…, N Soybelman, M Srivatsa, K Tsolaki… - arXiv preprint arXiv …, 2024 - arxiv.org
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge.
We study state-of-the-art generative models on four calorimeter shower datasets of …

An AI-enabled stock prediction platform combining news and social sensing with financial statements

…, M Skoumperdis, A Kougioumtzidou, K Tsolaki… - Future Internet, 2021 - mdpi.com
In recent years, the area of financial forecasting has attracted high interest due to the emergence
of huge data volumes (big data) and the advent of more powerful modeling techniques …

[PDF][PDF] Estimation of difficulty in comprehending programming code based on complex network metrics of EEG data

K TSOLAKI - 2021 - ikee.lib.auth.gr
Studying Electroencephalography (EEG) and the derived brain signals can lead to technical
and methodological improvements in software development like programming languages, …

arXiv: CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

…, M Franchini, F Ernst, K Borras, K Tsolaki… - 2024 - cds.cern.ch
We present the results of the" Fast Calorimeter Simulation Challenge 2022"-the CaloChallenge.
We study state-of-the-art generative models on four calorimeter shower datasets of …

Transformers for Generalized Fast Shower Simulation

…, D Salamani, M Srivatsa, K Tsolaki… - EPJ Web of …, 2024 - epj-conferences.org
Recently, transformer-based foundation models have proven to be a generalized architecture
applicable to various data modalities, ranging from text to audio and even a combination of …

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

…, S Chase, S Eli, S Nathalie, S Mudhakar, T Kalliopi… - 2025 - hal.science
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge.
We study state-of-the-art generative models on four calorimeter shower datasets of …

[PDF][PDF] CERN–Fast Detector Simulation w/GAN

K Tsolaki - indico.cern.ch
• HEP detectors can be described as 3D cameras, taking pictures of particle collisions•
Calorimeters detect particles by measuring the energy deposited in interactions with matter• …

[HTML][HTML] Clinical, functional and biochemical changes during recovery from COPD exacerbations

…, TS Kiropoulos, DJ Nikoulis, ZD Daniil, V Tsolaki… - Respiratory …, 2009 - Elsevier
The pathways underlying chronic obstructive pulmonary disease exacerbations (ECOPD)
remain unclear. This study describes the clinical, functional and biochemical changes during …

Cognitive outcomes of long-term benzodiazepine and related drug (BDZR) use in people living with mild to moderate Alzheimer's disease: results from NILVAD

…, F Pasquier, A Börjesson-Hanson, M Tsolaki… - Journal of the American …, 2020 - Elsevier
Objective Benzodiazepines and related drugs (BDZRs) have been associated with an
increased risk of Alzheimer's disease (AD) in later life. Despite this, it remains unclear whether …