Ioannis Ziogas

16 papers Misc 1Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variational decomposition autoencoding improves disentanglement of latent representations.
CoRR
Ioannis Ziogas, Aamna Al Shehhi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
2025 J jnl
Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics.
Comput. Methods Programs Biomed.
Ghada Alhussein, Mohanad Alkhodari, Ioannis Ziogas, Charalampos Lamprou, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
2025 Misc conf
Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition.
ICASSP
Ioannis Ziogas, Leontios J. Hadjileontiadis, Ahsan H. Khandoker, Aamna Al Shehhi
2025 J jnl
Speech emotion recognition in conversations using artificial intelligence: a systematic review and meta-analysis.
Artif. Intell. Rev.
Ghada Alhussein, Ioannis Ziogas, Shiza Saleem, Leontios J. Hadjileontiadis
2024 — conf
Beyond the Game: Multimodal Emotion Recognition Before, During, and After Gameplay.
EMBC
Efstratia Ganiti-Roumeliotou, Ioannis Ziogas, Sofia B. Dias, Ghada Alhussein, Herbert F. Jelinek, Leontios J. Hadjileontiadis
2024 J jnl
CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition.
CoRR
Ioannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
2024 — conf
Cochceps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-Based Masking for Speech Emotion Recognition.
ICASSP Workshops
Ioannis Ziogas, Hessa Alfalahi, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
2023 J jnl
Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment.
IEEE Access
Ioannis Ziogas, Charalampos Lamprou, Leontios J. Hadjileontiadis
2023 — conf
Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value.
EMBC
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
2023 — conf
Deep Bispectral Image Analysis for Imu-Based Parkinsonian Tremor Detection.
ISBI
Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Hessa Alfalahi, Ghada Alhussein, Aamna Alshehhi, Leontios J. Hadjileontiadis
2023 — conf
Dynamic Monitoring of Probiotics Effect in Parkinson's Disease Patients via Swarm Decomposition and Bispectral Analysis of Electrogastrograms.
EMBC
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
2023 — conf
Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics.
EMBC
Ghada Alhussein, Mohanad Alkhodari, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan Khandoker, Leontios J. Hadjileontiadis
2023 — conf
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments.
ECML/PKDD (7)
Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker
2023 J jnl
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments.
CoRR
Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker
2023 — conf
Parkinsonian Tremor Detection with Compact Convolutional Transformer from Bispectrum Representation of tri-Axial Accelerometer Signals.
EMBC
Hessa Alfalahi, Aamna Al Shehhi, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
2022 — conf
Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias.
PAKDD (2)
Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker