Ioannis Ziogas

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Spectral Features

Classification Accuracy

Unsupervised Clustering

Top Venues

Publications

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 (2024)
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)
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)
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)
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 (2023)
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)
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)
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)
Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost, Jörg Wicker
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments. CoRR (2023)
Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jörg Wicker
Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. PAKDD (2) (2022)