Adamantios Ntakaris

According to our database, Adamantios Ntakaris authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading.

Adamantios Ntakaris, Gbenga Ibikunle

CoRR, 2024

Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural Networks.

Adamantios Ntakaris, Gbenga Ibikunle

CoRR, 2024

2023

Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting.

Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen

CoRR, 2023

2019

Mid-Price Movement Prediction in Limit Order Books Using Feature Engineering and Machine Learning.

Adamantios Ntakaris

PhD thesis, 2019

Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators.

Adamantios Ntakaris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis

CoRR, 2019

Feature Engineering for Mid-Price Prediction With Deep Learning.

Adamantios Ntakaris, Giorgio Mirone, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis

IEEE Access, 2019

Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data.

Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis

IEEE Access, 2019

2018

Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data.

Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis

CoRR, 2018

2017

Benchmark Dataset for Mid-Price Prediction of Limit Order Book data.

Adamantios Ntakaris, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis

CoRR, 2017