Erinc Merdivan

According to our database, Erinc Merdivan authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

MISATO: machine learning dataset of protein-ligand complexes for structure-based drug discovery.

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

Nat. Comput. Sci., May, 2024

2020

Modified Actor-Critics.

Erinc Merdivan, Sten Hanke, Matthieu Geist

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Ambient Assisted Living with Deep Learning. (Aide ambiante à la personne par apprentissage profond).

Erinc Merdivan

PhD thesis, 2019

Image-Based Text Classification using 2D Convolutional Neural Networks.

Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Joahannes Kroph, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist

Proceedings of the 2019 IEEE SmartWorld, 2019

2018

Dialogue Systems for Intelligent Human Computer Interactions.

Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger

Proceedings of the 1st Workshop on Behavioral Change and Ambient Intelligence for Sustainability, 2018

Image-based Natural Language Understanding Using 2D Convolutional Neural Networks.

Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist

CoRR, 2018

Towards Self-management of Chronic Diseases in Smart Homes : Physical Exercise Monitoring for Chronic Obstruction Pulmonary Disease Patients.

Jose Gabriel Terius-Padron, Georgios Kapidis, Sarah Fallmann, Erinc Merdivan, Sten Hanke, Rebeca I. García-Betances, María Fernanda Cabrera-Umpiérrez

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

A Deep Learning Approach for Privacy Preservation in Assisted Living.

Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017

Reconstruct & Crush Network.

Erinc Merdivan, Mohammad Reza Loghmani, Matthieu Geist

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Human Activity Recognition Using Recurrent Neural Networks.

Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

BeamECOC: A local search for the optimization of the ECOC matrix.

Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment.

Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015