Loukia Avramelou

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Portfolio Management

Sentiment Analysis

Top Venues

ICASSP Workshops

Neural Comput. Appl.

Publications

Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas
Deep reinforcement learning for financial trading using multi-modal features. Expert Syst. Appl. 238 (Part C) (2024)
Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Theodoros Manousis, Konstantinos Tsampazis, Kyriakos Stefanidis, Dimitris Spanos, Emmanouil Kirtas, Pavlos Tosidis, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management. CoRR (2023)
Loukia Avramelou, Nikolaos Passalis, Grigorios Tsoumakas, Anastasios Tefas
Domain-Specific Large Language Model Finetuning using a Model Assistant for Financial Text Summarization. SSCI (2023)
Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Stavros Doropoulos, Anastasios Tefas
Cryptosentiment: A Dataset and Baseline for Sentiment-Aware Deep Reinforcement Learning for Financial Trading. ICASSP Workshops (2023)
Nikolaos Passalis, Loukia Avramelou, Solon Seficha, Avraam Tsantekidis, Stavros Doropoulos, Giorgos Makris, Anastasios Tefas
Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning. Neural Comput. Appl. 34 (22) (2022)