Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. - Katharina Dost; Hamish Duncanson; Ioannis Ziogas; Patricia Riddle; Jörg Wicker (PAKDD (2), 2022)

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 (EMBC, 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 (EMBC, 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 (EMBC, 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 (EMBC, 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 (ISBI, 2023)

Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments. - Zac Pullar-Strecker; Xinglong Chang; Liam Brydon; Ioannis Ziogas; Katharina Dost; Jörg Wicker (ECML/PKDD (7), 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)

Beyond the Game: Multimodal Emotion Recognition Before, During, and After Gameplay. - Efstratia Ganiti-Roumeliotou; Ioannis Ziogas; Sofia B. Dias; Ghada Alhussein; Herbert F. Jelinek; Leontios J. Hadjileontiadis (EMBC, 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 (ICASSP Workshops, 2024)

Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition. - Ioannis Ziogas; Leontios J. Hadjileontiadis; Ahsan H. Khandoker; Aamna Al Shehhi (ICASSP, 2025)

Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics. - Ghada Alhussein; Mohanad Alkhodari; Ioannis Ziogas; Charalampos Lamprou; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (Comput. Methods Programs Biomed., 2025)

Speech emotion recognition in conversations using artificial intelligence: a systematic review and meta-analysis. - Ghada Alhussein; Ioannis Ziogas; Shiza Saleem; Leontios J. Hadjileontiadis (Artif. Intell. Rev., 2025)