Erinc Merdivan

19 papers A 1B 1C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Class imbalance in multi-resident activity recognition: an evaluative study on explainability of deep learning approaches.
Univers. Access Inf. Soc.
Deepika Singh, Erinc Merdivan, Johannes Kropf, Andreas Holzinger
2025 J jnl
DrugDiff: small molecule diffusion model with flexible guidance towards molecular properties.
J. Cheminformatics
Marie Oestreich, Erinc Merdivan, Michael Lee, Joachim L. Schultze, Marie Piraud, Matthias Becker
2025 J jnl
OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders.
PLoS Comput. Biol.
Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer, Marie Piraud, Stefan Kesselheim, Vincent Fortuin, Stephan Günnemann, Karel J. van der Weg, Holger Gohlke, Erinc Merdivan, Alina Bazarova
2024 J jnl
MISATO: machine learning dataset of protein-ligand complexes for structure-based drug discovery.
Nat. Comput. Sci.
Till Siebenmorgen, Filipe Menezes, Sabrina Benassou, Erinc Merdivan, Kieran Didi, André Santos Dias Mourão, Radoslaw Kitel, Pietro Liò, Stefan Kesselheim, Marie Piraud, Fabian J. Theis, Michael Sattler, Grzegorz M. Popowicz
2024 J jnl
OneProt: Towards Multi-Modal Protein Foundation Models.
CoRR
Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer, Marie Piraud, Stefan Kesselheim, Vincent Fortuin, Stephan Günnemann, Karel J. van der Weg, Holger Gohlke, Alina Bazarova, Erinc Merdivan
2020 A conf
Modified Actor-Critics.
AAMAS
Erinc Merdivan, Sten Hanke, Matthieu Geist
2019 — —
Ambient Assisted Living with Deep Learning. (Aide ambiante à la personne par apprentissage profond).
Erinc Merdivan
2019 — conf
Image-Based Text Classification using 2D Convolutional Neural Networks.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Joahannes Kroph, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist
2019 J jnl
Modified Actor-Critics.
CoRR
Erinc Merdivan, Sten Hanke, Matthieu Geist
2018 — conf
A Deep Learning Approach for Privacy Preservation in Assisted Living.
PerCom Workshops
Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
2018 J jnl
A Deep Learning Approach for Privacy Preservation in Assisted Living.
CoRR
Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
2018 — conf
Dialogue Systems for Intelligent Human Computer Interactions.
BRAINS/WS-AFFIN@AmI
Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger
2018 J jnl
Human Activity Recognition using Recurrent Neural Networks.
CoRR
Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
2018 J jnl
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks.
CoRR
Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist
2018 — conf
Towards Self-management of Chronic Diseases in Smart Homes : Physical Exercise Monitoring for Chronic Obstruction Pulmonary Disease Patients.
PerCom Workshops
Jose Gabriel Terius-Padron, Georgios Kapidis, Sarah Fallmann, Erinc Merdivan, Sten Hanke, Rebeca I. García-Betances, María Fernanda Cabrera-Umpiérrez
2017 C conf
Human Activity Recognition Using Recurrent Neural Networks.
CD-MAKE
Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
2017 — conf
Reconstruct & Crush Network.
NIPS
Erinc Merdivan, Mohammad Reza Loghmani, Matthieu Geist
2016 B conf
BeamECOC: A local search for the optimization of the ECOC matrix.
ICPR
Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin
2015 — conf
Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment.
BIRS-IMLKE
Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger