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Ioannis Ziogas
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2020 – today
- 2024
- [c8]Ioannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis:
Cochceps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-Based Masking for Speech Emotion Recognition. ICASSP Workshops 2024: 700-704 - [i2]Ioannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis:
CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition. CoRR abs/2402.06923 (2024) - 2023
- [j1]Ioannis Ziogas, Charalampos Lamprou, Leontios J. Hadjileontiadis:
Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment. IEEE Access 11: 114459-114474 (2023) - [c7]Hessa Alfalahi, Aamna Al Shehhi, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan H. Khandoker, Leontios J. Hadjileontiadis:
Parkinsonian Tremor Detection with Compact Convolutional Transformer from Bispectrum Representation of tri-Axial Accelerometer Signals. EMBC 2023: 1-5 - [c6]Ghada Alhussein, Mohanad Alkhodari, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan Khandoker, Leontios J. Hadjileontiadis:
Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics. EMBC 2023: 1-5 - [c5]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:
Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value. EMBC 2023: 1-5 - [c4]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:
Dynamic Monitoring of Probiotics Effect in Parkinson's Disease Patients via Swarm Decomposition and Bispectral Analysis of Electrogastrograms. EMBC 2023: 1-5 - [c3]Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Hessa Alfalahi, Ghada Alhussein, Aamna Alshehhi, Leontios J. Hadjileontiadis:
Deep Bispectral Image Analysis for Imu-Based Parkinsonian Tremor Detection. ISBI 2023: 1-5 - [c2]Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker:
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments. ECML/PKDD (7) 2023: 310-314 - [i1]Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker:
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments. CoRR abs/2304.09175 (2023) - 2022
- [c1]Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker:
Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. PAKDD (2) 2022: 149-160
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