Dimitrios Iliadis

According to our database, Dimitrios Iliadis authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

A comparison of embedding aggregation strategies in drug-target interaction prediction.

Dimitrios Iliadis, Bernard De Baets, Tapio Pahikkala, Willem Waegeman

BMC Bioinform., December, 2024

Hyperparameter optimization of two-branch neural networks in multi-target prediction.

Dimitrios Iliadis, Marcel Wever, Bernard De Baets, Willem Waegeman

Appl. Soft Comput., 2024

2023

DeepMTP: A Python-based deep learning framework for multi-target prediction.

Dimitrios Iliadis, Bernard De Baets, Willem Waegeman

SoftwareX, July, 2023

Iterative Deepening Hyperband.

Jasmin Brandt, Marcel Wever, Dimitrios Iliadis, Viktor Bengs, Eyke Hüllermeier

CoRR, 2023

2022

Multi-target prediction for dummies using two-branch neural networks.

Dimitrios Iliadis, Bernard De Baets, Willem Waegeman

Mach. Learn., 2022

Hyperparameter optimization in deep multi-target prediction.

Dimitrios Iliadis, Marcel Wever, Bernard De Baets, Willem Waegeman

CoRR, 2022

2021

Automated problem setting selection in multi-target prediction with AutoMTP.

Dimitrios Iliadis, Bernard De Baets, Willem Waegeman

CoRR, 2021