Ioannis Ziogas

According to our database, Ioannis Ziogas authored at least 9 papers between 2022 and 2024.

Collaborative distances:

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

2024

CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition.

Ioannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis

CoRR, 2024

2023

Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment.

Ioannis Ziogas, Charalampos Lamprou, Leontios J. Hadjileontiadis

IEEE Access, 2023

Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments.

Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Deep Bispectral Image Analysis for Imu-Based Parkinsonian Tremor Detection.

Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Hessa Alfalahi, Ghada Alhussein, Aamna Alshehhi, Leontios J. Hadjileontiadis

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Dynamic Monitoring of Probiotics Effect in Parkinson's Disease Patients via Swarm Decomposition and Bispectral Analysis of Electrogastrograms.

Ioannis Ziogas, Valentina Leta, Charalampos Lamprou, Dhaval Trivedi, Pavlos Zinzalias, Juliet Staunton, Per Odin, Kallol Ray Chaudhuri, Vasileios S. Charisis, Stelios Hadjidimitriou, Thanos Stouraitis, Leontios J. Hadjileontiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value.

Efstratia Ganiti-Roumeliotou, Ioannis Ziogas, Charalampos Lamprou, Ghada Alhussein, Hessa Alfalahi, Aamna Al Shehhi, Sofia B. Dias, Herbert F. Jelinek, Thanos Stouraitis, Leontios J. Hadjileontiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics.

Ghada Alhussein, Mohanad Alkhodari, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan Khandoker, Leontios J. Hadjileontiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Parkinsonian Tremor Detection with Compact Convolutional Transformer from Bispectrum Representation of tri-Axial Accelerometer Signals.

Hessa Alfalahi, Aamna Al Shehhi, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan H. Khandoker, Leontios J. Hadjileontiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias.

Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022