Ioannis Ziogas

Khalifa University of Science and Technology — AE

Medicine · Health Sciences

3h-index50citations24works2.32yr avg
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Research Topics

Parkinson's Disease Mechanisms and Treatments(8), Neurological disorders and treatments(8), Emotion and Mood Recognition(6), Advanced MRI Techniques and Applications(5), Speech and Audio Processing(2)

Publications24 total

Systematic Benchmarking of a Noise‐Tolerant Conductive Hydrogel Electrode for Epidermal Bioelectronics
Advanced Science·2025· 1 citedOpen Access
Impact of Dynamic Serious Game Environments on Multimodal Physiological Signals: A Multivariate Swarm-Prey Approach
2025
Speech emotion recognition in conversations using artificial intelligence: a systematic review and meta-analysis
Artificial Intelligence Review·2025· 14 citedOpen Access
Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics
Computer Methods and Programs in Biomedicine·2025· 3 citedOpen Access
Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition
2025
Beyond the Game: Multimodal Emotion Recognition Before, During, and After Gameplay
2024· 1 cited
Cochceps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-Based Masking for Speech Emotion Recognition
2024· 2 cited
CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition
arXiv (Cornell University)·2024Open Access
Exploring Emotional Climate Recognition in Peer Conversations Through Bispectral Featuresand Affect Dynamics
SSRN Electronic Journal·2024Open Access
Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment
2023· 2 citedOpen Access
Speech Emotion Recognition in Conversations Using Artificial Intelligence: A Systematic Review and Meta-Analysis
2023· 2 citedOpen Access
Parkinsonian Tremor Detection with Compact Convolutional Transformer from Bispectrum Representation of tri-Axial Accelerometer Signals*
2023· 1 cited
Dynamic Monitoring of Probiotics Effect in Parkinson’s Disease Patients via Swarm Decomposition and Bispectral Analysis of Electrogastrograms *
2023
Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value<sup>*</sup>
2023
Emotional Climate Recognition in Conversations using Peers’ Speech-based Bispectral Features and Affect Dynamics <sup>*</sup>
2023· 3 cited
Deep Bispectral Image Analysis for Imu-Based Parkinsonian Tremor Detection
2023· 4 cited
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments
arXiv (Cornell University)·2023Open Access
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments
Lecture notes in computer science·2023· 1 cited
Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment
IEEE Access·2023· 9 citedOpen Access
Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment
2022· 1 citedOpen Access
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Frequent Co-authors

Leontios J. Hadjileontiadis(20), Charalampos Lamprou(13), Ghada Alhussein(8), Ahsan H. Khandoker(8), Efstratia Ganiti-Roumeliotou(6), Hessa Alfalahi(5), Katharina Dost(3), Jörg Wicker(3), Mohanad Alkhodari(3), Aamna Al Shehhi(3), Sofia B. Dias(3), Shiza Saleem(2), Zac Pullar-Strecker(2), Xinglong Chang(2), Liam Brydon(2), Herbert F. Jelinek(2), T. Stouraitis(2), Aamna AlShehhi(1), Hamish Duncanson(1), Patricia Riddle(1)