The papers listed below have been selected as "Best Papers" based on the reviews of the original submission, the camera-ready version, and the presentation during the conference. For the awarded papers, a digital award will be issued in the name of the authors. The authors of these papers are also receiving invitations to submit an extended article version to one of the IARIA Journals.

Awarded Papers (also Invited for IARIA Journals)

3D-Dynamic Representation of DNA/RNA Sequences: A Review
Piotr Wąż, Dorota Bielińska-Wąż

Explain Yourself
Holger Ziekow, Peter Schanbacher, Valentin Göttisheim

Analyzing Complex Models by Orthogonal Input-Output Decompositions
Pavel Loskot

An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting
Alberto Miño Calero, Adil Rasheed, Anastasios M. Lekkas

The following papers have been selected on the basis of their contents, specificaly for lending themselves to an interesting extended work. The authors of these papers are receiving invitations to submit an extended article version to one of the IARIA Journals.

Papers Invited for IARIA Journals

Explainable Facial Emotion Recognition with the use of Vision Transformers
Isidoros Perikos, Ioannis Kollias, Vaggelis Kapoulas, Michael Paraskevas

An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting
Alberto Miño Calero, Adil Rasheed, Anastasios M. Lekkas

A Medical Decision Support System for Explainable Multimodal Detection of Non-Small Cell Lung Cancer Using Clinical and PET Data
Anna Feleki, Nikolaos Papandrianos, Ioannis Apostolopoulos, Elpiniki Papageorgiou, Nikolaos Papathanasiou, Dimitrios Apostolopoulos, Jose Maria Alonso Moral, Javier Andreu-Perez Andreu-Perez

The Graph Model of Combinatory Logic as a Model for Explainability
Thomas Fehlmann, Eberhard Kranich