Ioannis Tsingalis

18 papers B 4C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning.
Trans. Mach. Learn. Res.
Ioannis Tsingalis, Constantine Kotropoulos, Corentin Briat
2025 J jnl
DeepENF: A data-driven Electric Network Frequency estimation framework.
Pattern Recognit. Lett.
Ioannis Tsingalis, Constantine Kotropoulos
2025 J jnl
InterGridNet: An Electric Network Frequency Approach for Audio Source Location Classification Using Convolutional Neural Networks.
CoRR
Christos Korgialas, Ioannis Tsingalis, Georgios Tzolopoulos, Constantine Kotropoulos
2025 J jnl
LNN-PARAFAC2: Lightweight Non-Negative PARAFAC2 With Applications in Cross-Lingual Document Classification.
IEEE Access
Ioannis Tsingalis, Evangelia Pantraki, Constantine Kotropoulos
2025 J jnl
On Combining Deep Neural Network Classifiers for Source Device Identification.
IEEE Access
Ioannis Tsingalis, Constantine Kotropoulos
2024 J jnl
Addressing Machine Learning Problems in the Non-Negative Orthant.
IEEE Trans. Emerg. Top. Comput. Intell.
Ioannis Tsingalis, Constantine Kotropoulos
2024 J jnl
Camera Model Identification Using Audio and Visual Content from Videos.
CoRR
Ioannis Tsingalis, Christos Korgialas, Constantine Kotropoulos
2024 — conf
Explainable Camera Model Identification Employing Log-Mel Spectrograms from Videos' Audio.
IEEECONF
Christos Korgialas, Ioannis Tsingalis, Constantine Kotropoulos
2023 B conf
Dual Hypergraph Features for Path Inference in Wikipedia Links.
IJCNN
Anastasia-Sotiria Toufa, Constantine Kotropoulos, Ioannis Tsingalis
2023 — conf
DualGRETEL+: Exploiting Dual Hypergraphs for Path Inference Applied to Navigation Data.
PCI
Anastasia-Sotiria Toufa, Ioannis Tsingalis, Constantine Kotropoulos
2022 J jnl
Cross-lingual transfer learning: A PARAFAC2 approach.
Pattern Recognit. Lett.
Evangelia Pantraki, Ioannis Tsingalis, Constantine Kotropoulos
2022 J jnl
Non-Negative Sparse PCA: An Intelligible Exact Approach.
IEEE Trans. Emerg. Top. Comput. Intell.
Ioannis Tsingalis, Constantine Kotropoulos, Anastasios Drosou, Dimitrios Tzovaras
2019 B conf
A Simple Algorithm for Non-Negative Sparse Principal Component Analysis.
ICIP
Ioannis Tsingalis, Constantine Kotropoulos
2018 J jnl
Fast constrained person identity label propagation in stereo videos using a pruned similarity matrix.
Signal Process. Image Commun.
Efstratios Kakaletsis, Olga Zoidi, Ioannis Tsingalis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2018 B conf
Label Propagation on Facial Images Using Similarity and Dissimilarity Labelling Constraints.
ICIP
Efstratios Kakaletsis, Olga Zoidi, Ioannis Tsingalis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2018 B conf
Leveraging Skeleton Structure and Time Dependencies in the Scope of Action Recognition.
ICIP
Ioannis Tsingalis, Nicholas Vretos, Petros Daras
2014 — conf
A statistical and clustering study on Youtube 2D and 3D video recommendation graph.
ISCCSP
Ioannis Tsingalis, Ioannis Pipilis, Ioannis Pitas
2014 C conf
Shot type characterization in 2D and 3D video content.
MMSP
Ioannis Tsingalis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas