Konstantinos Nikolaidis

19 papers A* 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2022 A* conf
Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization (Extended Abstract).
IJCAI
Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn
2022 J jnl
My Health Sensor, My Classifier - Adapting a Trained Classifier to Unlabeled End-User Data.
ACM Trans. Comput. Heal.
Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn
2021 J jnl
A Clinical Evaluation of a Low-Cost Strain Gauge Respiration Belt and Machine Learning to Detect Sleep Apnea.
CoRR
Stein Kristiansen, Konstantinos Nikolaidis, Thomas Plagemann, Vera Goebel, Gunn Marit Traaen, Britt Øverland, Lars Aakerøy, Tove-Elizabeth Hunt, Jan Pål Loennechen, Sigurd Loe Steinshamn, Christina Holt Bendz, Ole-Gunnar Anfinsen, Lars Gullestad, Harriet Akre
2021 J jnl
Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization.
J. Artif. Intell. Res.
Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn
2021 J jnl
Machine Learning for Sleep Apnea Detection with Unattended Sleep Monitoring at Home.
ACM Trans. Comput. Heal.
Stein Kristiansen, Konstantinos Nikolaidis, Thomas Plagemann, Vera Goebel, Gunn Marit Traaen, Britt Øverland, Lars Aakerøy, Tove-Elizabeth Hunt, Jan Pål Loennechen, Sigurd Loe Steinshamn, Christina Holt Bendz, Ole-Gunnar Anfinsen, Lars Gullestad, Harriet Akre
2021 J jnl
Using Under-Trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection.
IEEE Access
Konstantinos Nikolaidis, Thomas Plagemann, Stein Kristiansen, Vera Goebel, Mohan S. Kankanhalli
2020 J jnl
Learning Realistic Patterns from Unrealistic Stimuli: Generalization and Data Anonymization.
CoRR
Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn
2020 J jnl
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data.
CoRR
Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn
2020 J jnl
Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise.
CoRR
Konstantinos Nikolaidis, Thomas Plagemann, Stein Kristiansen, Vera Goebel, Mohan S. Kankanhalli
2019 — conf
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection.
ECML/PKDD (3)
Konstantinos Nikolaidis, Stein Kristiansen, Vera Goebel, Thomas Plagemann, Knut Liestøl, Mohan S. Kankanhalli
2019 J jnl
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection.
CoRR
Konstantinos Nikolaidis, Stein Kristiansen, Vera Goebel, Thomas Plagemann, Knut Liestøl, Mohan S. Kankanhalli
2019 J jnl
Learning from Higher-Layer Feature Visualizations.
CoRR
Konstantinos Nikolaidis, Stein Kristiansen, Vera Goebel, Thomas Plagemann
2018 J jnl
Data Mining for Patient Friendly Apnea Detection.
IEEE Access
Stein Kristiansen, Mari Sonsteby Hugaas, Vera Goebel, Thomas Plagemann, Konstantinos Nikolaidis, Knut Liestøl
2014 J jnl
Prototype reduction based on Direct Weighted Pruning.
Pattern Recognit. Lett.
Konstantinos Nikolaidis, Tingting Mu, John Yannis Goulermas
2012 J jnl
Spectral Graph Optimization for Instance Reduction.
IEEE Trans. Neural Networks Learn. Syst.
Konstantinos Nikolaidis, Eduardo Rodríguez-Martínez, John Yannis Goulermas, Q. Henry Wu
2012 J jnl
Towards collaborative feature extraction for face recognition.
Nat. Comput.
Eduardo Rodríguez-Martínez, Konstantinos Nikolaidis, Tingting Mu, Jason F. Ralph, John Yannis Goulermas
2011 J jnl
A class boundary preserving algorithm for data condensation.
Pattern Recognit.
Konstantinos Nikolaidis, John Yannis Goulermas, Q. H. Wu
2010 — conf
Collaborative projection pursuit for face recognition.
BIC-TA
Eduardo Rodríguez-Martínez, Konstantinos Nikolaidis, Tingting Mu, Jason F. Ralph, John Yannis Goulermas
2010 — conf
Instance Seriation for Prototype Abstraction.
BIC-TA
Konstantinos Nikolaidis, Eduardo Rodríguez-Martínez, John Yannis Goulermas, Q. H. Wu