Andac Demir

According to our database, Andac Demir authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

sc-OTGM: Single-Cell Perturbation Modeling by Solving Optimal Mass Transport on the Manifold of Gaussian Mixtures.

Andac Demir, Elizaveta Solovyeva, James Boylan, Mei Xiao, Fabrizio Serluca, Sebastian Hoersch, Jeremy Jenkins, Murthy V. Devarakonda, Bulent Kiziltan

CoRR, 2024

2023

SE(3)-Invariant Multiparameter Persistent Homology for Chiral-Sensitive Molecular Property Prediction.

Andac Demir, Francis Prael III, Bulent Kiziltan

CoRR, 2023

Multiparameter Persistent Homology for Molecular Property Prediction.

Andac Demir, Bulent Kiziltan

CoRR, 2023

Topology-Aware Focal Loss for 3D Image Segmentation.

Andac Demir, Elie Massaad, Bulent Kiziltan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG.

Andac Demir, Iya Khalil, Bulent Kiziltan

CoRR, 2022

ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.

Andac Demir, Baris Coskunuzer, Yulia R. Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals.

Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks.

Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya

Biomed. Signal Process. Control., 2021

AutoBayes: Automated Bayesian Graph Exploration for Nuisance- Robust Inference.

Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus

IEEE Access, 2021

EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals.

Andac Demir, Toshiaki Koike-Akino, Ye Wang, Masaki Haruna, Deniz Erdogmus

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

AutoBayes: Automated Inference via Bayesian Graph Exploration for Nuisance-Robust Biosignal Analysis.

Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus

CoRR, 2020

2019

Removing TMS Artifacts from EEG Recordings Using a Deep Gated Recurrent Unit.

Andac Demir, Mathew Yarossi, Damon Hyde, Mouhsin Shafi, Dana H. Brooks, Deniz Erdogmus

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation Environments.

Andac Demir, Safaa Eldeeb, Murat Akçakaya, Deniz Erdogmus

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019