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Overview of publications Publications

358 publications found

2020

Internet Gaming more than 3 Hours a Day is Indicative and more than 5 Hours is Diagnostic: Proposal of Playing Time Cutoffs for WHO-11 and DSM-5 Internet Gaming Disorder Based on a Large Steam Platform Dataset

Ricardo Buettner, Martin Blattner, Willi Reinhardt

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2020

Self-Management of Diabetes Mellitus Patients Using mHealth Applications: A Systematic Review

Ricardo Buettner, Carla Burkert, Jenny Mueller

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2020

RFID Tracking and Localization Technologies in Healthcare

Ricardo Buettner, Timon Clauß, Minh Huynh, Daan Koser

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2020

High-performance Diagnosis of Sleep Disorders: A Novel, Accurate and Fast Machine Learning Approach Using Electroencephalographic Data

Ricardo Buettner, Annika Grimmeisen, Anne Gotschlich

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2020

Detection of Excessive Daytime Sleepiness in Resting-State EEG Recordings: A Novel Machine Learning Approach Using Specific EEG Sub-Bands and Channels

Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner ISBN: 978-1-7336325-4-6,

2020

Towards Fast and Understandable Computations: Which "And"- and "Or"-Operations Can Be Represented by the Fastest (i.e., 1-Layer) Neural Networks? Which Activations Functions Allow Such Representations?

Orsolya Csiszár, K. Alvarez, J. Urenda, G. Csiszár, J. Dombi, G. Eigner, V. Kreinovich

2020

Structure-property relationship of multi-component iron-oxide nanowires by means of atom probe tomography, analytic microscopy and nonlinear mechanics

Orsolya Csiszár, G. Csiszár, H. Solodenko, R. Lawitzki, W. Ma, C. Everett

2020

Why Squashing Functions in Multi-Layer Neural Networks

Orsolya Csiszár, J. C. Urenda, G. Csiszár, J. Dombi, O. Kosheleva, V. Kreinovich, G. Eigner

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2020

Natural Invariance Explains Empirical Success of Specifific Membership Functions

Orsolya Csiszár, J. Urenda, G. Csiszár, J. Dombi, G. Eigner

2020

Interpretable Neural Networks Based on Continuous-Valued Logic and Multicriteria Decision Operators

Orsolya Csiszár, G. Csiszár, J. Dombi

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